Config: Platform=Pi, Workers=1
Data Dir: /ssd/new_puck/data
--- Starting Daily Update for 20252026 (Turbo=OFF) ---
Force flag set: Clearing caches...
Cleared /ssd/new_puck/data/cache/nhl_api
Removed stale file: /ssd/new_puck/data/20252026/20252026_df.csv
Removed stale file: /ssd/new_puck/data/20252026.csv
DEBUG: _scrape running (version patched)
DEBUG: get_season finished. Found 1312 games for 20252026 matching prefix 2025
_season: starting fetch for season=20252026, team=all, games=1312, workers=4, use_cache=False
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WARNING:root:get_game_feed network error for game 2025020088: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 1/3, sleeping 1.0s
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WARNING:root:get_game_feed network error for game 2025020568: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 1/3, sleeping 1.0s
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WARNING:root:get_game_feed network error for game 2025020831: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 1/3, sleeping 1.0s
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WARNING:root:get_game_feed network error for game 2025021302: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 1/3, sleeping 1.0s
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020001
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INFO:root:Enriched 11 blocked shots from HTML for game 2025020036
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020060
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INFO:root:Enriched 13 blocked shots from HTML for game 2025020069
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020071
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020076
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020079
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020082
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020093
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INFO:root:Enriched 10 blocked shots from HTML for game 2025020097
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020098
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020099
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020100
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020101
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020106
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020088
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020109
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020113
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020111
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020115
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020116
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020118
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020120
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020119
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020121
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020122
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020123
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020124
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020126
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020128
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020129
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020132
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020131
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020130
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020133
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020134
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020137
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020138
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020140
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020139
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INFO:root:Enriched 14 blocked shots from HTML for game 2025020141
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020142
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020143
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020146
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020149
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020150
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020151
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020152
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020155
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020153
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020154
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020157
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020158
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020159
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020160
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020162
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020161
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020164
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020166
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020165
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020170
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020173
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020174
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020177
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020176
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020178
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020179
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020180
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020181
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020183
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020182
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020185
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020186
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020190
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020191
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020192
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020193
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020194
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020195
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020196
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020198
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020197
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020199
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020200
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020201
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020202
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020203
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020205
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020206
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020207
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020208
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020209
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020210
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020214
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020216
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020218
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020217
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020219
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020222
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020223
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020221
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020224
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020225
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020226
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020228
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020227
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020230
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020232
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020231
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020233
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020234
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020236
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020237
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020238
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020239
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020240
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020242
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020244
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020246
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020247
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020249
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020248
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020250
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020252
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020254
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020255
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020256
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020257
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020258
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020259
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020261
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020262
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020263
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020264
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020265
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020269
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020271
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020270
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020272
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020274
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020276
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020278
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020281
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020279
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020282
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020284
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020285
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020286
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020287
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020288
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020289
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020291
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020290
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020292
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020295
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020294
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020301
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020299
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020302
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020303
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020305
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020304
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020306
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020307
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020308
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020310
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020312
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020313
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020314
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020315
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020316
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020317
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020318
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INFO:root:Enriched 11 blocked shots from HTML for game 2025020319
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020320
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020321
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020323
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020327
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020326
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020329
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020330
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020331
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020332
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020333
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020336
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020337
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020342
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INFO:root:Enriched 10 blocked shots from HTML for game 2025020346
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020348
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020347
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020361
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020360
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020365
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020366
Parsing feeds: 365/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020364
Parsing feeds: 366/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020367
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020368
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Parsing feeds: 369/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020370
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020371
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020372
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020374
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020377
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020378
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020379
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020380
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020381
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020382
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020384
Parsing feeds: 384/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020385
Parsing feeds: 385/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020386
Parsing feeds: 386/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020387
Parsing feeds: 387/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020388
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020390
Parsing feeds: 390/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020391
Parsing feeds: 391/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020392
Parsing feeds: 392/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020393
Parsing feeds: 393/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020394
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020397
Parsing feeds: 396/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020396
Parsing feeds: 397/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020398
Parsing feeds: 398/1312
Parsing feeds: 399/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020400
Parsing feeds: 400/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020401
Parsing feeds: 401/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020402
Parsing feeds: 402/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020403
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Parsing feeds: 404/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020404
Parsing feeds: 405/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020407
Parsing feeds: 406/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020406
Parsing feeds: 407/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020408
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Parsing feeds: 410/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020411
Parsing feeds: 411/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020412
Parsing feeds: 412/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020415
Parsing feeds: 413/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020413
Parsing feeds: 414/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020414
Parsing feeds: 415/1312
Parsing feeds: 416/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020417
Parsing feeds: 417/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020419
Parsing feeds: 418/1312
Parsing feeds: 419/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020420
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Parsing feeds: 421/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020423
Parsing feeds: 422/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020422
Parsing feeds: 423/1312
INFO:root:Enriched 9 blocked shots from HTML for game 2025020424
Parsing feeds: 424/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020425
Parsing feeds: 425/1312
Parsing feeds: 426/1312
Parsing feeds: 427/1312
Parsing feeds: 428/1312
Parsing feeds: 429/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020430
Parsing feeds: 430/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020431
Parsing feeds: 431/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020433
Parsing feeds: 432/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020432
Parsing feeds: 433/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020434
Parsing feeds: 434/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020435
Parsing feeds: 435/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020437
Parsing feeds: 436/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020436
Parsing feeds: 437/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020438
Parsing feeds: 438/1312
Parsing feeds: 439/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020441
Parsing feeds: 440/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020440
Parsing feeds: 441/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020442
Parsing feeds: 442/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020443
Parsing feeds: 443/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020445
Parsing feeds: 444/1312
Parsing feeds: 445/1312
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Parsing feeds: 447/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020448
Parsing feeds: 448/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020449
Parsing feeds: 449/1312
Parsing feeds: 450/1312
Parsing feeds: 451/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020452
Parsing feeds: 452/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020453
Parsing feeds: 453/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020454
Parsing feeds: 454/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020455
Parsing feeds: 455/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020456
Parsing feeds: 456/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020458
Parsing feeds: 457/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020457
Parsing feeds: 458/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020459
Parsing feeds: 459/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020460
Parsing feeds: 460/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020462
Parsing feeds: 461/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020461
Parsing feeds: 462/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020463
Parsing feeds: 463/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020464
Parsing feeds: 464/1312
INFO:root:Enriched 10 blocked shots from HTML for game 2025020466
Parsing feeds: 465/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020467
Parsing feeds: 466/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020465
Parsing feeds: 467/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020468
Parsing feeds: 468/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020469
Parsing feeds: 469/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020471
Parsing feeds: 470/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020470
Parsing feeds: 471/1312
Parsing feeds: 472/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020472
Parsing feeds: 473/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020474
Parsing feeds: 474/1312
Parsing feeds: 475/1312
Parsing feeds: 476/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020477
Parsing feeds: 477/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020478
Parsing feeds: 478/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020479
Parsing feeds: 479/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020480
Parsing feeds: 480/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020481
Parsing feeds: 481/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020482
Parsing feeds: 482/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020483
Parsing feeds: 483/1312
INFO:root:Enriched 13 blocked shots from HTML for game 2025020484
Parsing feeds: 484/1312
Parsing feeds: 485/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020486
Parsing feeds: 486/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020487
Parsing feeds: 487/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020488
Parsing feeds: 488/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020489
Parsing feeds: 489/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020491
Parsing feeds: 490/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020490
Parsing feeds: 491/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020492
Parsing feeds: 492/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020493
Parsing feeds: 493/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020495
Parsing feeds: 494/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020494
Parsing feeds: 495/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020496
Parsing feeds: 496/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020497
Parsing feeds: 497/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020498
Parsing feeds: 498/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020500
Parsing feeds: 499/1312
Parsing feeds: 500/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020499
Parsing feeds: 501/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020502
Parsing feeds: 502/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020503
Parsing feeds: 503/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020504
Parsing feeds: 504/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020505
Parsing feeds: 505/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020506
Parsing feeds: 506/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020507
Parsing feeds: 507/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020508
Parsing feeds: 508/1312
Parsing feeds: 509/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020510
Parsing feeds: 510/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020511
Parsing feeds: 511/1312
Parsing feeds: 512/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020513
Parsing feeds: 513/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020514
Parsing feeds: 514/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020515
Parsing feeds: 515/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020516
Parsing feeds: 516/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020517
Parsing feeds: 517/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020518
Parsing feeds: 518/1312
Parsing feeds: 519/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020519
Parsing feeds: 520/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020521
Parsing feeds: 521/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020522
Parsing feeds: 522/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020523
Parsing feeds: 523/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020525
Parsing feeds: 524/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020526
Parsing feeds: 525/1312
Parsing feeds: 526/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020527
Parsing feeds: 527/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020528
Parsing feeds: 528/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020530
Parsing feeds: 529/1312
INFO:root:Enriched 11 blocked shots from HTML for game 2025020529
Parsing feeds: 530/1312
Parsing feeds: 531/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020532
Parsing feeds: 532/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020534
Parsing feeds: 533/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020533
Parsing feeds: 534/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020536
Parsing feeds: 535/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020537
Parsing feeds: 536/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020538
Parsing feeds: 537/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020539
Parsing feeds: 538/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020535
Parsing feeds: 539/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020540
Parsing feeds: 540/1312
Parsing feeds: 541/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020542
Parsing feeds: 542/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020543
Parsing feeds: 543/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020544
Parsing feeds: 544/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020545
Parsing feeds: 545/1312
Parsing feeds: 546/1312
INFO:root:Enriched 9 blocked shots from HTML for game 2025020547
Parsing feeds: 547/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020548
Parsing feeds: 548/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020549
Parsing feeds: 549/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020550
Parsing feeds: 550/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020551
Parsing feeds: 551/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020552
Parsing feeds: 552/1312
Parsing feeds: 553/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020554
Parsing feeds: 554/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020555
Parsing feeds: 555/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020556
Parsing feeds: 556/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020557
Parsing feeds: 557/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020559
Parsing feeds: 558/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020558
Parsing feeds: 559/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020560
Parsing feeds: 560/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020561
Parsing feeds: 561/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020562
Parsing feeds: 562/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020563
Parsing feeds: 563/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020565
Parsing feeds: 564/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020564
Parsing feeds: 565/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020566
Parsing feeds: 566/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020567
Parsing feeds: 567/1312
Parsing feeds: 568/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020571
Parsing feeds: 569/1312
Parsing feeds: 570/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020572
Parsing feeds: 571/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020574
Parsing feeds: 572/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020573
Parsing feeds: 573/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020575
Parsing feeds: 574/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020579
Parsing feeds: 575/1312
Parsing feeds: 576/1312
Parsing feeds: 577/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020578
Parsing feeds: 578/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020580
Parsing feeds: 579/1312
Parsing feeds: 580/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020582
Parsing feeds: 581/1312
Parsing feeds: 582/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020584
Parsing feeds: 583/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020568
Parsing feeds: 584/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020585
Parsing feeds: 585/1312
Parsing feeds: 586/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020587
Parsing feeds: 587/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020589
Parsing feeds: 588/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020588
Parsing feeds: 589/1312
Parsing feeds: 590/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020591
Parsing feeds: 591/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020593
Parsing feeds: 592/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020594
Parsing feeds: 593/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020592
Parsing feeds: 594/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020595
Parsing feeds: 595/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020596
Parsing feeds: 596/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020598
Parsing feeds: 597/1312
Parsing feeds: 598/1312
Parsing feeds: 599/1312
Parsing feeds: 600/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020602
Parsing feeds: 601/1312
Parsing feeds: 602/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020603
Parsing feeds: 603/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020604
Parsing feeds: 604/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020605
Parsing feeds: 605/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020607
Parsing feeds: 606/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020608
Parsing feeds: 607/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020609
Parsing feeds: 608/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020606
Parsing feeds: 609/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020610
Parsing feeds: 610/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020611
Parsing feeds: 611/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020612
Parsing feeds: 612/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020614
Parsing feeds: 613/1312
Parsing feeds: 614/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020615
Parsing feeds: 615/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020616
Parsing feeds: 616/1312
Parsing feeds: 617/1312
Parsing feeds: 618/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020619
Parsing feeds: 619/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020620
Parsing feeds: 620/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020622
Parsing feeds: 621/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020621
Parsing feeds: 622/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020623
Parsing feeds: 623/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020624
Parsing feeds: 624/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020625
Parsing feeds: 625/1312
Parsing feeds: 626/1312
Parsing feeds: 627/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020626
Parsing feeds: 628/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020629
Parsing feeds: 629/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020630
Parsing feeds: 630/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020632
Parsing feeds: 631/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020631
Parsing feeds: 632/1312
Parsing feeds: 633/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020635
Parsing feeds: 634/1312
Parsing feeds: 635/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020636
Parsing feeds: 636/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020639
Parsing feeds: 637/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020637
Parsing feeds: 638/1312
Parsing feeds: 639/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020638
Parsing feeds: 640/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020641
Parsing feeds: 641/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020642
Parsing feeds: 642/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020643
Parsing feeds: 643/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020644
Parsing feeds: 644/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020645
Parsing feeds: 645/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020646
Parsing feeds: 646/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020648
Parsing feeds: 647/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020647
Parsing feeds: 648/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020649
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Parsing feeds: 650/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020651
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Parsing feeds: 652/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020653
Parsing feeds: 653/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020654
Parsing feeds: 654/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020655
Parsing feeds: 655/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020657
Parsing feeds: 656/1312
Parsing feeds: 657/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020658
Parsing feeds: 658/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020660
Parsing feeds: 659/1312
Parsing feeds: 660/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020661
Parsing feeds: 661/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020662
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Parsing feeds: 664/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020665
Parsing feeds: 665/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020666
Parsing feeds: 666/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020667
Parsing feeds: 667/1312
Parsing feeds: 668/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020670
Parsing feeds: 669/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020671
Parsing feeds: 670/1312
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Parsing feeds: 673/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020674
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020675
Parsing feeds: 675/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020676
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020678
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020679
Parsing feeds: 679/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020680
Parsing feeds: 680/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020682
Parsing feeds: 681/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020681
Parsing feeds: 682/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020683
Parsing feeds: 683/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020684
Parsing feeds: 684/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020685
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020687
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020690
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020689
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020691
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020692
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020693
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020695
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020696
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020698
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020699
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020700
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020701
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020702
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020703
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020704
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020705
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020708
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020706
Parsing feeds: 708/1312
INFO:root:Enriched 9 blocked shots from HTML for game 2025020709
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INFO:root:Enriched 12 blocked shots from HTML for game 2025020712
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020713
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020715
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020714
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020716
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020710
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020717
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020718
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020719
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020720
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Parsing feeds: 722/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020723
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020724
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020725
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020730
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020729
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020731
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020732
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020734
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020733
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020735
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020738
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020737
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020740
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020743
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020739
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Parsing feeds: 744/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020745
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020746
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020747
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020748
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020749
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020752
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020754
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020756
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Parsing feeds: 756/1312
INFO:root:Enriched 11 blocked shots from HTML for game 2025020757
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020758
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020760
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020759
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020761
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020763
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020765
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020766
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020767
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020771
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020772
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020774
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020773
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020775
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020778
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020777
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020779
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020780
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020781
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Parsing feeds: 783/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020784
Parsing feeds: 784/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020785
Parsing feeds: 785/1312
Parsing feeds: 786/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020787
Parsing feeds: 787/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020788
Parsing feeds: 788/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020789
Parsing feeds: 789/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020790
Parsing feeds: 790/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020791
Parsing feeds: 791/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020793
Parsing feeds: 792/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020792
Parsing feeds: 793/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020794
Parsing feeds: 794/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020795
Parsing feeds: 795/1312
Parsing feeds: 796/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020798
Parsing feeds: 797/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020799
Parsing feeds: 798/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020797
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Parsing feeds: 800/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020801
Parsing feeds: 801/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020802
Parsing feeds: 802/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020804
Parsing feeds: 803/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020803
Parsing feeds: 804/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020805
Parsing feeds: 805/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020806
Parsing feeds: 806/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020807
Parsing feeds: 807/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020808
Parsing feeds: 808/1312
Parsing feeds: 809/1312
Parsing feeds: 810/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020811
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020813
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Parsing feeds: 814/1312
Parsing feeds: 815/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020817
Parsing feeds: 816/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020816
Parsing feeds: 817/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020818
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Parsing feeds: 819/1312
INFO:root:Enriched 13 blocked shots from HTML for game 2025020821
Parsing feeds: 820/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020820
Parsing feeds: 821/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020822
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020823
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Parsing feeds: 825/1312
Parsing feeds: 826/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020826
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020829
Parsing feeds: 828/1312
Parsing feeds: 829/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020832
Parsing feeds: 830/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020833
Parsing feeds: 831/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020834
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Parsing feeds: 833/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020836
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Parsing feeds: 835/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020838
Parsing feeds: 836/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020839
Parsing feeds: 837/1312
Parsing feeds: 838/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020840
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Parsing feeds: 840/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020843
Parsing feeds: 841/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020844
Parsing feeds: 842/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020845
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Parsing feeds: 844/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020848
Parsing feeds: 845/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020849
Parsing feeds: 846/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020831
Parsing feeds: 847/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020850
Parsing feeds: 848/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020851
Parsing feeds: 849/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020852
Parsing feeds: 850/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020846
Parsing feeds: 851/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020853
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Parsing feeds: 854/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020856
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020857
Parsing feeds: 856/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020858
Parsing feeds: 857/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020859
Parsing feeds: 858/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020861
Parsing feeds: 859/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020860
Parsing feeds: 860/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020862
Parsing feeds: 861/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020863
Parsing feeds: 862/1312
Parsing feeds: 863/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020866
Parsing feeds: 864/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020865
Parsing feeds: 865/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020867
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020868
Parsing feeds: 867/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020870
Parsing feeds: 868/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020869
Parsing feeds: 869/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020871
Parsing feeds: 870/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020872
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Parsing feeds: 872/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020873
Parsing feeds: 873/1312
INFO:root:Enriched 5 blocked shots from HTML for game 2025020876
Parsing feeds: 874/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020875
Parsing feeds: 875/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020877
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020878
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020879
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020880
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Parsing feeds: 880/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020882
Parsing feeds: 881/1312
Parsing feeds: 882/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020883
Parsing feeds: 883/1312
INFO:root:Enriched 10 blocked shots from HTML for game 2025020885
Parsing feeds: 884/1312
Parsing feeds: 885/1312
INFO:root:Enriched 9 blocked shots from HTML for game 2025020889
Parsing feeds: 886/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020890
Parsing feeds: 887/1312
Parsing feeds: 888/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020891
Parsing feeds: 889/1312
Parsing feeds: 890/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020892
Parsing feeds: 891/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020893
Parsing feeds: 892/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020894
Parsing feeds: 893/1312
Parsing feeds: 894/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020895
Parsing feeds: 895/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020897
Parsing feeds: 896/1312
INFO:root:Enriched 7 blocked shots from HTML for game 2025020898
Parsing feeds: 897/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020900
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020902
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020905
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Parsing feeds: 903/1312
Parsing feeds: 904/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020907
Parsing feeds: 905/1312
Parsing feeds: 906/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020908
Parsing feeds: 907/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020909
Parsing feeds: 908/1312
Parsing feeds: 909/1312
INFO:root:Enriched 3 blocked shots from HTML for game 2025020911
Parsing feeds: 910/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020913
Parsing feeds: 911/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020912
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020915
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Parsing feeds: 915/1312
INFO:root:Enriched 12 blocked shots from HTML for game 2025020916
Parsing feeds: 916/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020918
Parsing feeds: 917/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020919
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Parsing feeds: 919/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020920
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020922
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020923
Parsing feeds: 922/1312
INFO:root:Enriched 13 blocked shots from HTML for game 2025020924
Parsing feeds: 923/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020926
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020928
Parsing feeds: 927/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020929
Parsing feeds: 928/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020931
Parsing feeds: 929/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020930
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020935
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020937
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020940
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020941
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020944
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020946
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020945
Parsing feeds: 945/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020947
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020949
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Parsing feeds: 949/1312
INFO:root:Enriched 8 blocked shots from HTML for game 2025020948
Parsing feeds: 950/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020952
Parsing feeds: 951/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020953
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020955
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Parsing feeds: 954/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020956
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020958
Parsing feeds: 956/1312
INFO:root:Enriched 6 blocked shots from HTML for game 2025020957
Parsing feeds: 957/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020959
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Parsing feeds: 959/1312
INFO:root:Enriched 2 blocked shots from HTML for game 2025020961
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INFO:root:Enriched 9 blocked shots from HTML for game 2025020962
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020963
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020964
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020966
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020968
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020970
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020971
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020972
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020973
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INFO:root:Enriched 1 blocked shots from HTML for game 2025020974
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020975
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INFO:root:Enriched 8 blocked shots from HTML for game 2025020976
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020977
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020978
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020979
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020982
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020983
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020986
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020988
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Parsing feeds: 988/1312
INFO:root:Enriched 4 blocked shots from HTML for game 2025020990
Parsing feeds: 989/1312
INFO:root:Enriched 1 blocked shots from HTML for game 2025020991
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020993
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INFO:root:Enriched 3 blocked shots from HTML for game 2025020992
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INFO:root:Enriched 4 blocked shots from HTML for game 2025020994
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INFO:root:Enriched 5 blocked shots from HTML for game 2025020995
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INFO:root:Enriched 7 blocked shots from HTML for game 2025020997
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INFO:root:Enriched 2 blocked shots from HTML for game 2025020999
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021001
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021002
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021003
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021004
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021007
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INFO:root:Enriched 6 blocked shots from HTML for game 2025020828
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INFO:root:Enriched 6 blocked shots from HTML for game 2025021009
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021010
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021013
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021012
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INFO:root:Enriched 6 blocked shots from HTML for game 2025021014
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021015
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021017
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INFO:root:Enriched 7 blocked shots from HTML for game 2025021016
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INFO:root:Enriched 4 blocked shots from HTML for game 2025021018
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INFO:root:Enriched 2 blocked shots from HTML for game 2025021019
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INFO:root:Finished _season: feeds=1312, records=356156
/home/spoon/new_puck/.venv/bin/python3: can't open file '/home/spoon/new_puck/scripts/generate_teams.py': [Errno 2] No such file or directory
Config: Platform=Pi, Workers=1
Data Dir: /ssd/new_puck/data
--- Processing Cache for 20252026 [5v5] ---
Using Partial Cache Dir: /ssd/new_puck/data/cache/20252026/partials
Loaded season dataframe from /ssd/new_puck/data/20252026.csv -> shape=(356156, 43)
INFO:root:Loaded cached shifts for game 2025020001 from data/20252026/shifts/shifts_2025020001.pkl
DEBUG: LOADED PUCK.FIT_XGS modification check
Found 1312 games to process out of 1312 total.
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020002 from data/20252026/shifts/shifts_2025020002.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020003 from data/20252026/shifts/shifts_2025020003.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020004 from data/20252026/shifts/shifts_2025020004.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020005 from data/20252026/shifts/shifts_2025020005.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020006 from data/20252026/shifts/shifts_2025020006.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020007 from data/20252026/shifts/shifts_2025020007.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020008 from data/20252026/shifts/shifts_2025020008.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020009 from data/20252026/shifts/shifts_2025020009.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020010 from data/20252026/shifts/shifts_2025020010.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
INFO:root:Loaded cached shifts for game 2025020011 from data/20252026/shifts/shifts_2025020011.pkl
Processed 10/1312 (0.01 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020012 from data/20252026/shifts/shifts_2025020012.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020013 from data/20252026/shifts/shifts_2025020013.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020014 from data/20252026/shifts/shifts_2025020014.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020015 from data/20252026/shifts/shifts_2025020015.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020016 from data/20252026/shifts/shifts_2025020016.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020017 from data/20252026/shifts/shifts_2025020017.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020018 from data/20252026/shifts/shifts_2025020018.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020019 from data/20252026/shifts/shifts_2025020019.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020020 from data/20252026/shifts/shifts_2025020020.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020021 from data/20252026/shifts/shifts_2025020021.pkl
Processed 20/1312 (0.01 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020022 from data/20252026/shifts/shifts_2025020022.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020023 from data/20252026/shifts/shifts_2025020023.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020024 from data/20252026/shifts/shifts_2025020024.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020025 from data/20252026/shifts/shifts_2025020025.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020026 from data/20252026/shifts/shifts_2025020026.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020027 from data/20252026/shifts/shifts_2025020027.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020028 from data/20252026/shifts/shifts_2025020028.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020029 from data/20252026/shifts/shifts_2025020029.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020030 from data/20252026/shifts/shifts_2025020030.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020031 from data/20252026/shifts/shifts_2025020031.pkl
Processed 30/1312 (0.01 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
INFO:root:Loaded cached shifts for game 2025020032 from data/20252026/shifts/shifts_2025020032.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020033 from data/20252026/shifts/shifts_2025020033.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020034 from data/20252026/shifts/shifts_2025020034.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020035 from data/20252026/shifts/shifts_2025020035.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020036 from data/20252026/shifts/shifts_2025020036.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
INFO:root:Loaded cached shifts for game 2025020037 from data/20252026/shifts/shifts_2025020037.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020038 from data/20252026/shifts/shifts_2025020038.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020039 from data/20252026/shifts/shifts_2025020039.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020040 from data/20252026/shifts/shifts_2025020040.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020041 from data/20252026/shifts/shifts_2025020041.pkl
Processed 40/1312 (0.01 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
INFO:root:Loaded cached shifts for game 2025020042 from data/20252026/shifts/shifts_2025020042.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020043 from data/20252026/shifts/shifts_2025020043.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020044 from data/20252026/shifts/shifts_2025020044.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
INFO:root:Loaded cached shifts for game 2025020045 from data/20252026/shifts/shifts_2025020045.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=94
INFO:root:Loaded cached shifts for game 2025020046 from data/20252026/shifts/shifts_2025020046.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020047 from data/20252026/shifts/shifts_2025020047.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020048 from data/20252026/shifts/shifts_2025020048.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020049 from data/20252026/shifts/shifts_2025020049.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020050 from data/20252026/shifts/shifts_2025020050.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020051 from data/20252026/shifts/shifts_2025020051.pkl
Processed 50/1312 (0.01 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020052 from data/20252026/shifts/shifts_2025020052.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020053 from data/20252026/shifts/shifts_2025020053.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=69
INFO:root:Loaded cached shifts for game 2025020054 from data/20252026/shifts/shifts_2025020054.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020055 from data/20252026/shifts/shifts_2025020055.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020056 from data/20252026/shifts/shifts_2025020056.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020057 from data/20252026/shifts/shifts_2025020057.pkl
INFO:root:Loaded cached shifts for game 2025020058 from data/20252026/shifts/shifts_2025020058.pkl
INFO:root:Loaded cached shifts for game 2025020059 from data/20252026/shifts/shifts_2025020059.pkl
INFO:root:Loaded cached shifts for game 2025020060 from data/20252026/shifts/shifts_2025020060.pkl
INFO:root:Loaded cached shifts for game 2025020061 from data/20252026/shifts/shifts_2025020061.pkl
INFO:root:Loaded cached shifts for game 2025020062 from data/20252026/shifts/shifts_2025020062.pkl
INFO:root:Loaded cached shifts for game 2025020063 from data/20252026/shifts/shifts_2025020063.pkl
INFO:root:Loaded cached shifts for game 2025020064 from data/20252026/shifts/shifts_2025020064.pkl
INFO:root:Loaded cached shifts for game 2025020065 from data/20252026/shifts/shifts_2025020065.pkl
INFO:root:Loaded cached shifts for game 2025020066 from data/20252026/shifts/shifts_2025020066.pkl
INFO:root:Loaded cached shifts for game 2025020067 from data/20252026/shifts/shifts_2025020067.pkl
INFO:root:Loaded cached shifts for game 2025020068 from data/20252026/shifts/shifts_2025020068.pkl
INFO:root:Loaded cached shifts for game 2025020069 from data/20252026/shifts/shifts_2025020069.pkl
INFO:root:Loaded cached shifts for game 2025020070 from data/20252026/shifts/shifts_2025020070.pkl
INFO:root:Loaded cached shifts for game 2025020071 from data/20252026/shifts/shifts_2025020071.pkl
INFO:root:Loaded cached shifts for game 2025020072 from data/20252026/shifts/shifts_2025020072.pkl
INFO:root:Loaded cached shifts for game 2025020073 from data/20252026/shifts/shifts_2025020073.pkl
INFO:root:Loaded cached shifts for game 2025020074 from data/20252026/shifts/shifts_2025020074.pkl
INFO:root:Loaded cached shifts for game 2025020075 from data/20252026/shifts/shifts_2025020075.pkl
INFO:root:Loaded cached shifts for game 2025020076 from data/20252026/shifts/shifts_2025020076.pkl
INFO:root:Loaded cached shifts for game 2025020077 from data/20252026/shifts/shifts_2025020077.pkl
INFO:root:Loaded cached shifts for game 2025020078 from data/20252026/shifts/shifts_2025020078.pkl
INFO:root:Loaded cached shifts for game 2025020079 from data/20252026/shifts/shifts_2025020079.pkl
INFO:root:Loaded cached shifts for game 2025020080 from data/20252026/shifts/shifts_2025020080.pkl
INFO:root:Loaded cached shifts for game 2025020081 from data/20252026/shifts/shifts_2025020081.pkl
INFO:root:Loaded cached shifts for game 2025020082 from data/20252026/shifts/shifts_2025020082.pkl
INFO:root:Loaded cached shifts for game 2025020083 from data/20252026/shifts/shifts_2025020083.pkl
INFO:root:Loaded cached shifts for game 2025020084 from data/20252026/shifts/shifts_2025020084.pkl
INFO:root:Loaded cached shifts for game 2025020085 from data/20252026/shifts/shifts_2025020085.pkl
INFO:root:Loaded cached shifts for game 2025020086 from data/20252026/shifts/shifts_2025020086.pkl
INFO:root:Loaded cached shifts for game 2025020087 from data/20252026/shifts/shifts_2025020087.pkl
INFO:root:Loaded cached shifts for game 2025020088 from data/20252026/shifts/shifts_2025020088.pkl
INFO:root:Loaded cached shifts for game 2025020089 from data/20252026/shifts/shifts_2025020089.pkl
INFO:root:Loaded cached shifts for game 2025020090 from data/20252026/shifts/shifts_2025020090.pkl
INFO:root:Loaded cached shifts for game 2025020091 from data/20252026/shifts/shifts_2025020091.pkl
INFO:root:Loaded cached shifts for game 2025020092 from data/20252026/shifts/shifts_2025020092.pkl
INFO:root:Loaded cached shifts for game 2025020093 from data/20252026/shifts/shifts_2025020093.pkl
INFO:root:Loaded cached shifts for game 2025020094 from data/20252026/shifts/shifts_2025020094.pkl
INFO:root:Loaded cached shifts for game 2025020095 from data/20252026/shifts/shifts_2025020095.pkl
INFO:root:Loaded cached shifts for game 2025020096 from data/20252026/shifts/shifts_2025020096.pkl
INFO:root:Loaded cached shifts for game 2025020097 from data/20252026/shifts/shifts_2025020097.pkl
INFO:root:Loaded cached shifts for game 2025020098 from data/20252026/shifts/shifts_2025020098.pkl
INFO:root:Loaded cached shifts for game 2025020099 from data/20252026/shifts/shifts_2025020099.pkl
INFO:root:Loaded cached shifts for game 2025020100 from data/20252026/shifts/shifts_2025020100.pkl
INFO:root:Loaded cached shifts for game 2025020101 from data/20252026/shifts/shifts_2025020101.pkl
INFO:root:Loaded cached shifts for game 2025020102 from data/20252026/shifts/shifts_2025020102.pkl
INFO:root:Loaded cached shifts for game 2025020103 from data/20252026/shifts/shifts_2025020103.pkl
INFO:root:Loaded cached shifts for game 2025020104 from data/20252026/shifts/shifts_2025020104.pkl
INFO:root:Loaded cached shifts for game 2025020105 from data/20252026/shifts/shifts_2025020105.pkl
INFO:root:Loaded cached shifts for game 2025020106 from data/20252026/shifts/shifts_2025020106.pkl
INFO:root:Loaded cached shifts for game 2025020107 from data/20252026/shifts/shifts_2025020107.pkl
INFO:root:Loaded cached shifts for game 2025020108 from data/20252026/shifts/shifts_2025020108.pkl
INFO:root:Loaded cached shifts for game 2025020109 from data/20252026/shifts/shifts_2025020109.pkl
Processed 60/1312 (0.02 games/s)
Processed 70/1312 (0.02 games/s)
Processed 80/1312 (0.02 games/s)
Processed 90/1312 (0.02 games/s)
Processed 100/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020110 from data/20252026/shifts/shifts_2025020110.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020111 from data/20252026/shifts/shifts_2025020111.pkl
Processed 110/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020112 from data/20252026/shifts/shifts_2025020112.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020113 from data/20252026/shifts/shifts_2025020113.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020114 from data/20252026/shifts/shifts_2025020114.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020115 from data/20252026/shifts/shifts_2025020115.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020116 from data/20252026/shifts/shifts_2025020116.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020117 from data/20252026/shifts/shifts_2025020117.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020118 from data/20252026/shifts/shifts_2025020118.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020118 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (260, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8480800), 'team': 23} (team=23) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=52
INFO:root:Loaded cached shifts for game 2025020119 from data/20252026/shifts/shifts_2025020119.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020120 from data/20252026/shifts/shifts_2025020120.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020121 from data/20252026/shifts/shifts_2025020121.pkl
Processed 120/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
INFO:root:Loaded cached shifts for game 2025020122 from data/20252026/shifts/shifts_2025020122.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020123 from data/20252026/shifts/shifts_2025020123.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020124 from data/20252026/shifts/shifts_2025020124.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
INFO:root:Loaded cached shifts for game 2025020125 from data/20252026/shifts/shifts_2025020125.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020126 from data/20252026/shifts/shifts_2025020126.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=33
INFO:root:Loaded cached shifts for game 2025020127 from data/20252026/shifts/shifts_2025020127.pkl
INFO:root:Loaded cached shifts for game 2025020128 from data/20252026/shifts/shifts_2025020128.pkl
INFO:root:Loaded cached shifts for game 2025020129 from data/20252026/shifts/shifts_2025020129.pkl
INFO:root:Loaded cached shifts for game 2025020130 from data/20252026/shifts/shifts_2025020130.pkl
INFO:root:Loaded cached shifts for game 2025020131 from data/20252026/shifts/shifts_2025020131.pkl
INFO:root:Loaded cached shifts for game 2025020132 from data/20252026/shifts/shifts_2025020132.pkl
INFO:root:Loaded cached shifts for game 2025020133 from data/20252026/shifts/shifts_2025020133.pkl
INFO:root:Loaded cached shifts for game 2025020134 from data/20252026/shifts/shifts_2025020134.pkl
INFO:root:Loaded cached shifts for game 2025020135 from data/20252026/shifts/shifts_2025020135.pkl
INFO:root:Loaded cached shifts for game 2025020136 from data/20252026/shifts/shifts_2025020136.pkl
INFO:root:Loaded cached shifts for game 2025020137 from data/20252026/shifts/shifts_2025020137.pkl
INFO:root:Loaded cached shifts for game 2025020138 from data/20252026/shifts/shifts_2025020138.pkl
INFO:root:Loaded cached shifts for game 2025020139 from data/20252026/shifts/shifts_2025020139.pkl
INFO:root:Loaded cached shifts for game 2025020140 from data/20252026/shifts/shifts_2025020140.pkl
INFO:root:Loaded cached shifts for game 2025020141 from data/20252026/shifts/shifts_2025020141.pkl
INFO:root:Loaded cached shifts for game 2025020142 from data/20252026/shifts/shifts_2025020142.pkl
INFO:root:Loaded cached shifts for game 2025020143 from data/20252026/shifts/shifts_2025020143.pkl
INFO:root:Loaded cached shifts for game 2025020144 from data/20252026/shifts/shifts_2025020144.pkl
INFO:root:Loaded cached shifts for game 2025020145 from data/20252026/shifts/shifts_2025020145.pkl
INFO:root:Loaded cached shifts for game 2025020146 from data/20252026/shifts/shifts_2025020146.pkl
INFO:root:Loaded cached shifts for game 2025020147 from data/20252026/shifts/shifts_2025020147.pkl
INFO:root:Loaded cached shifts for game 2025020148 from data/20252026/shifts/shifts_2025020148.pkl
INFO:root:Loaded cached shifts for game 2025020149 from data/20252026/shifts/shifts_2025020149.pkl
INFO:root:Loaded cached shifts for game 2025020150 from data/20252026/shifts/shifts_2025020150.pkl
INFO:root:Loaded cached shifts for game 2025020151 from data/20252026/shifts/shifts_2025020151.pkl
INFO:root:Loaded cached shifts for game 2025020152 from data/20252026/shifts/shifts_2025020152.pkl
INFO:root:Loaded cached shifts for game 2025020153 from data/20252026/shifts/shifts_2025020153.pkl
INFO:root:Loaded cached shifts for game 2025020154 from data/20252026/shifts/shifts_2025020154.pkl
INFO:root:Loaded cached shifts for game 2025020155 from data/20252026/shifts/shifts_2025020155.pkl
INFO:root:Loaded cached shifts for game 2025020156 from data/20252026/shifts/shifts_2025020156.pkl
INFO:root:Loaded cached shifts for game 2025020157 from data/20252026/shifts/shifts_2025020157.pkl
INFO:root:Loaded cached shifts for game 2025020158 from data/20252026/shifts/shifts_2025020158.pkl
INFO:root:Loaded cached shifts for game 2025020159 from data/20252026/shifts/shifts_2025020159.pkl
INFO:root:Loaded cached shifts for game 2025020160 from data/20252026/shifts/shifts_2025020160.pkl
INFO:root:Loaded cached shifts for game 2025020161 from data/20252026/shifts/shifts_2025020161.pkl
INFO:root:Loaded cached shifts for game 2025020162 from data/20252026/shifts/shifts_2025020162.pkl
INFO:root:Loaded cached shifts for game 2025020163 from data/20252026/shifts/shifts_2025020163.pkl
INFO:root:Loaded cached shifts for game 2025020164 from data/20252026/shifts/shifts_2025020164.pkl
INFO:root:Loaded cached shifts for game 2025020165 from data/20252026/shifts/shifts_2025020165.pkl
INFO:root:Loaded cached shifts for game 2025020166 from data/20252026/shifts/shifts_2025020166.pkl
INFO:root:Loaded cached shifts for game 2025020167 from data/20252026/shifts/shifts_2025020167.pkl
INFO:root:Loaded cached shifts for game 2025020168 from data/20252026/shifts/shifts_2025020168.pkl
INFO:root:Loaded cached shifts for game 2025020169 from data/20252026/shifts/shifts_2025020169.pkl
INFO:root:Loaded cached shifts for game 2025020170 from data/20252026/shifts/shifts_2025020170.pkl
INFO:root:Loaded cached shifts for game 2025020171 from data/20252026/shifts/shifts_2025020171.pkl
INFO:root:Loaded cached shifts for game 2025020172 from data/20252026/shifts/shifts_2025020172.pkl
INFO:root:Loaded cached shifts for game 2025020173 from data/20252026/shifts/shifts_2025020173.pkl
INFO:root:Loaded cached shifts for game 2025020174 from data/20252026/shifts/shifts_2025020174.pkl
INFO:root:Loaded cached shifts for game 2025020175 from data/20252026/shifts/shifts_2025020175.pkl
INFO:root:Loaded cached shifts for game 2025020176 from data/20252026/shifts/shifts_2025020176.pkl
INFO:root:Loaded cached shifts for game 2025020177 from data/20252026/shifts/shifts_2025020177.pkl
INFO:root:Loaded cached shifts for game 2025020178 from data/20252026/shifts/shifts_2025020178.pkl
INFO:root:Loaded cached shifts for game 2025020179 from data/20252026/shifts/shifts_2025020179.pkl
INFO:root:Loaded cached shifts for game 2025020180 from data/20252026/shifts/shifts_2025020180.pkl
INFO:root:Loaded cached shifts for game 2025020181 from data/20252026/shifts/shifts_2025020181.pkl
INFO:root:Loaded cached shifts for game 2025020182 from data/20252026/shifts/shifts_2025020182.pkl
Processed 130/1312 (0.03 games/s)
Processed 140/1312 (0.03 games/s)
Processed 150/1312 (0.03 games/s)
Processed 160/1312 (0.03 games/s)
Processed 170/1312 (0.03 games/s)
Processed 180/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020183 from data/20252026/shifts/shifts_2025020183.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=77
INFO:root:Loaded cached shifts for game 2025020184 from data/20252026/shifts/shifts_2025020184.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020185 from data/20252026/shifts/shifts_2025020185.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020186 from data/20252026/shifts/shifts_2025020186.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020187 from data/20252026/shifts/shifts_2025020187.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020188 from data/20252026/shifts/shifts_2025020188.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
INFO:root:Loaded cached shifts for game 2025020189 from data/20252026/shifts/shifts_2025020189.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020190 from data/20252026/shifts/shifts_2025020190.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020191 from data/20252026/shifts/shifts_2025020191.pkl
Processed 190/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020192 from data/20252026/shifts/shifts_2025020192.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020193 from data/20252026/shifts/shifts_2025020193.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020194 from data/20252026/shifts/shifts_2025020194.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020195 from data/20252026/shifts/shifts_2025020195.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020196 from data/20252026/shifts/shifts_2025020196.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020197 from data/20252026/shifts/shifts_2025020197.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020198 from data/20252026/shifts/shifts_2025020198.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020199 from data/20252026/shifts/shifts_2025020199.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020200 from data/20252026/shifts/shifts_2025020200.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020201 from data/20252026/shifts/shifts_2025020201.pkl
Processed 200/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020202 from data/20252026/shifts/shifts_2025020202.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020203 from data/20252026/shifts/shifts_2025020203.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020204 from data/20252026/shifts/shifts_2025020204.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020205 from data/20252026/shifts/shifts_2025020205.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020206 from data/20252026/shifts/shifts_2025020206.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020207 from data/20252026/shifts/shifts_2025020207.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020208 from data/20252026/shifts/shifts_2025020208.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020209 from data/20252026/shifts/shifts_2025020209.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020210 from data/20252026/shifts/shifts_2025020210.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020211 from data/20252026/shifts/shifts_2025020211.pkl
Processed 210/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
INFO:root:Loaded cached shifts for game 2025020212 from data/20252026/shifts/shifts_2025020212.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=26
INFO:root:Loaded cached shifts for game 2025020213 from data/20252026/shifts/shifts_2025020213.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020214 from data/20252026/shifts/shifts_2025020214.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020215 from data/20252026/shifts/shifts_2025020215.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020216 from data/20252026/shifts/shifts_2025020216.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020217 from data/20252026/shifts/shifts_2025020217.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
INFO:root:Loaded cached shifts for game 2025020218 from data/20252026/shifts/shifts_2025020218.pkl
INFO:root:Loaded cached shifts for game 2025020219 from data/20252026/shifts/shifts_2025020219.pkl
INFO:root:Loaded cached shifts for game 2025020220 from data/20252026/shifts/shifts_2025020220.pkl
INFO:root:Loaded cached shifts for game 2025020221 from data/20252026/shifts/shifts_2025020221.pkl
INFO:root:Loaded cached shifts for game 2025020222 from data/20252026/shifts/shifts_2025020222.pkl
INFO:root:Loaded cached shifts for game 2025020223 from data/20252026/shifts/shifts_2025020223.pkl
INFO:root:Loaded cached shifts for game 2025020224 from data/20252026/shifts/shifts_2025020224.pkl
INFO:root:Loaded cached shifts for game 2025020225 from data/20252026/shifts/shifts_2025020225.pkl
INFO:root:Loaded cached shifts for game 2025020226 from data/20252026/shifts/shifts_2025020226.pkl
INFO:root:Loaded cached shifts for game 2025020227 from data/20252026/shifts/shifts_2025020227.pkl
INFO:root:Loaded cached shifts for game 2025020228 from data/20252026/shifts/shifts_2025020228.pkl
INFO:root:Loaded cached shifts for game 2025020229 from data/20252026/shifts/shifts_2025020229.pkl
INFO:root:Loaded cached shifts for game 2025020230 from data/20252026/shifts/shifts_2025020230.pkl
INFO:root:Loaded cached shifts for game 2025020231 from data/20252026/shifts/shifts_2025020231.pkl
INFO:root:Loaded cached shifts for game 2025020232 from data/20252026/shifts/shifts_2025020232.pkl
INFO:root:Loaded cached shifts for game 2025020233 from data/20252026/shifts/shifts_2025020233.pkl
INFO:root:Loaded cached shifts for game 2025020234 from data/20252026/shifts/shifts_2025020234.pkl
INFO:root:Loaded cached shifts for game 2025020235 from data/20252026/shifts/shifts_2025020235.pkl
INFO:root:Loaded cached shifts for game 2025020236 from data/20252026/shifts/shifts_2025020236.pkl
INFO:root:Loaded cached shifts for game 2025020237 from data/20252026/shifts/shifts_2025020237.pkl
INFO:root:Loaded cached shifts for game 2025020238 from data/20252026/shifts/shifts_2025020238.pkl
INFO:root:Loaded cached shifts for game 2025020239 from data/20252026/shifts/shifts_2025020239.pkl
INFO:root:Loaded cached shifts for game 2025020240 from data/20252026/shifts/shifts_2025020240.pkl
INFO:root:Loaded cached shifts for game 2025020241 from data/20252026/shifts/shifts_2025020241.pkl
INFO:root:Loaded cached shifts for game 2025020242 from data/20252026/shifts/shifts_2025020242.pkl
INFO:root:Loaded cached shifts for game 2025020243 from data/20252026/shifts/shifts_2025020243.pkl
INFO:root:Loaded cached shifts for game 2025020244 from data/20252026/shifts/shifts_2025020244.pkl
INFO:root:Loaded cached shifts for game 2025020245 from data/20252026/shifts/shifts_2025020245.pkl
INFO:root:Loaded cached shifts for game 2025020246 from data/20252026/shifts/shifts_2025020246.pkl
INFO:root:Loaded cached shifts for game 2025020247 from data/20252026/shifts/shifts_2025020247.pkl
INFO:root:Loaded cached shifts for game 2025020248 from data/20252026/shifts/shifts_2025020248.pkl
INFO:root:Loaded cached shifts for game 2025020249 from data/20252026/shifts/shifts_2025020249.pkl
INFO:root:Loaded cached shifts for game 2025020250 from data/20252026/shifts/shifts_2025020250.pkl
INFO:root:Loaded cached shifts for game 2025020251 from data/20252026/shifts/shifts_2025020251.pkl
INFO:root:Loaded cached shifts for game 2025020252 from data/20252026/shifts/shifts_2025020252.pkl
INFO:root:Loaded cached shifts for game 2025020253 from data/20252026/shifts/shifts_2025020253.pkl
INFO:root:Loaded cached shifts for game 2025020254 from data/20252026/shifts/shifts_2025020254.pkl
INFO:root:Loaded cached shifts for game 2025020255 from data/20252026/shifts/shifts_2025020255.pkl
INFO:root:Loaded cached shifts for game 2025020256 from data/20252026/shifts/shifts_2025020256.pkl
INFO:root:Loaded cached shifts for game 2025020257 from data/20252026/shifts/shifts_2025020257.pkl
INFO:root:Loaded cached shifts for game 2025020258 from data/20252026/shifts/shifts_2025020258.pkl
INFO:root:Loaded cached shifts for game 2025020259 from data/20252026/shifts/shifts_2025020259.pkl
INFO:root:Loaded cached shifts for game 2025020260 from data/20252026/shifts/shifts_2025020260.pkl
INFO:root:Loaded cached shifts for game 2025020261 from data/20252026/shifts/shifts_2025020261.pkl
INFO:root:Loaded cached shifts for game 2025020262 from data/20252026/shifts/shifts_2025020262.pkl
INFO:root:Loaded cached shifts for game 2025020263 from data/20252026/shifts/shifts_2025020263.pkl
INFO:root:Loaded cached shifts for game 2025020264 from data/20252026/shifts/shifts_2025020264.pkl
INFO:root:Loaded cached shifts for game 2025020265 from data/20252026/shifts/shifts_2025020265.pkl
INFO:root:Loaded cached shifts for game 2025020266 from data/20252026/shifts/shifts_2025020266.pkl
INFO:root:Loaded cached shifts for game 2025020267 from data/20252026/shifts/shifts_2025020267.pkl
INFO:root:Loaded cached shifts for game 2025020268 from data/20252026/shifts/shifts_2025020268.pkl
INFO:root:Loaded cached shifts for game 2025020269 from data/20252026/shifts/shifts_2025020269.pkl
INFO:root:Loaded cached shifts for game 2025020270 from data/20252026/shifts/shifts_2025020270.pkl
Processed 220/1312 (0.03 games/s)
Processed 230/1312 (0.03 games/s)
Processed 240/1312 (0.03 games/s)
Processed 250/1312 (0.03 games/s)
Processed 260/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=60
INFO:root:Loaded cached shifts for game 2025020271 from data/20252026/shifts/shifts_2025020271.pkl
Processed 270/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020272 from data/20252026/shifts/shifts_2025020272.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=74
INFO:root:Loaded cached shifts for game 2025020273 from data/20252026/shifts/shifts_2025020273.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020274 from data/20252026/shifts/shifts_2025020274.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020275 from data/20252026/shifts/shifts_2025020275.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020276 from data/20252026/shifts/shifts_2025020276.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020277 from data/20252026/shifts/shifts_2025020277.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
INFO:root:Loaded cached shifts for game 2025020278 from data/20252026/shifts/shifts_2025020278.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020279 from data/20252026/shifts/shifts_2025020279.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020280 from data/20252026/shifts/shifts_2025020280.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=6
INFO:root:Loaded cached shifts for game 2025020281 from data/20252026/shifts/shifts_2025020281.pkl
Processed 280/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020282 from data/20252026/shifts/shifts_2025020282.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020283 from data/20252026/shifts/shifts_2025020283.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020284 from data/20252026/shifts/shifts_2025020284.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020285 from data/20252026/shifts/shifts_2025020285.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
INFO:root:Loaded cached shifts for game 2025020286 from data/20252026/shifts/shifts_2025020286.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020287 from data/20252026/shifts/shifts_2025020287.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020288 from data/20252026/shifts/shifts_2025020288.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020289 from data/20252026/shifts/shifts_2025020289.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020290 from data/20252026/shifts/shifts_2025020290.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020291 from data/20252026/shifts/shifts_2025020291.pkl
Processed 290/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020292 from data/20252026/shifts/shifts_2025020292.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020293 from data/20252026/shifts/shifts_2025020293.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020294 from data/20252026/shifts/shifts_2025020294.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020295 from data/20252026/shifts/shifts_2025020295.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=59
INFO:root:Loaded cached shifts for game 2025020296 from data/20252026/shifts/shifts_2025020296.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020297 from data/20252026/shifts/shifts_2025020297.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020298 from data/20252026/shifts/shifts_2025020298.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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INFO:root:Loaded cached shifts for game 2025020299 from data/20252026/shifts/shifts_2025020299.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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DEBUG: gs_timeline len=20
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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INFO:root:Loaded cached shifts for game 2025020300 from data/20252026/shifts/shifts_2025020300.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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INFO:root:Loaded cached shifts for game 2025020301 from data/20252026/shifts/shifts_2025020301.pkl
INFO:root:Loaded cached shifts for game 2025020302 from data/20252026/shifts/shifts_2025020302.pkl
INFO:root:Loaded cached shifts for game 2025020303 from data/20252026/shifts/shifts_2025020303.pkl
INFO:root:Loaded cached shifts for game 2025020304 from data/20252026/shifts/shifts_2025020304.pkl
INFO:root:Loaded cached shifts for game 2025020305 from data/20252026/shifts/shifts_2025020305.pkl
INFO:root:Loaded cached shifts for game 2025020306 from data/20252026/shifts/shifts_2025020306.pkl
INFO:root:Loaded cached shifts for game 2025020307 from data/20252026/shifts/shifts_2025020307.pkl
INFO:root:Loaded cached shifts for game 2025020308 from data/20252026/shifts/shifts_2025020308.pkl
INFO:root:Loaded cached shifts for game 2025020309 from data/20252026/shifts/shifts_2025020309.pkl
INFO:root:Loaded cached shifts for game 2025020310 from data/20252026/shifts/shifts_2025020310.pkl
INFO:root:Loaded cached shifts for game 2025020311 from data/20252026/shifts/shifts_2025020311.pkl
INFO:root:Loaded cached shifts for game 2025020312 from data/20252026/shifts/shifts_2025020312.pkl
INFO:root:Loaded cached shifts for game 2025020313 from data/20252026/shifts/shifts_2025020313.pkl
INFO:root:Loaded cached shifts for game 2025020314 from data/20252026/shifts/shifts_2025020314.pkl
INFO:root:Loaded cached shifts for game 2025020315 from data/20252026/shifts/shifts_2025020315.pkl
INFO:root:Loaded cached shifts for game 2025020316 from data/20252026/shifts/shifts_2025020316.pkl
INFO:root:Loaded cached shifts for game 2025020317 from data/20252026/shifts/shifts_2025020317.pkl
INFO:root:Loaded cached shifts for game 2025020318 from data/20252026/shifts/shifts_2025020318.pkl
INFO:root:Loaded cached shifts for game 2025020319 from data/20252026/shifts/shifts_2025020319.pkl
INFO:root:Loaded cached shifts for game 2025020320 from data/20252026/shifts/shifts_2025020320.pkl
INFO:root:Loaded cached shifts for game 2025020321 from data/20252026/shifts/shifts_2025020321.pkl
INFO:root:Loaded cached shifts for game 2025020322 from data/20252026/shifts/shifts_2025020322.pkl
INFO:root:Loaded cached shifts for game 2025020323 from data/20252026/shifts/shifts_2025020323.pkl
INFO:root:Loaded cached shifts for game 2025020324 from data/20252026/shifts/shifts_2025020324.pkl
INFO:root:Loaded cached shifts for game 2025020325 from data/20252026/shifts/shifts_2025020325.pkl
INFO:root:Loaded cached shifts for game 2025020326 from data/20252026/shifts/shifts_2025020326.pkl
INFO:root:Loaded cached shifts for game 2025020327 from data/20252026/shifts/shifts_2025020327.pkl
INFO:root:Loaded cached shifts for game 2025020328 from data/20252026/shifts/shifts_2025020328.pkl
INFO:root:Loaded cached shifts for game 2025020329 from data/20252026/shifts/shifts_2025020329.pkl
INFO:root:Loaded cached shifts for game 2025020330 from data/20252026/shifts/shifts_2025020330.pkl
INFO:root:Loaded cached shifts for game 2025020331 from data/20252026/shifts/shifts_2025020331.pkl
INFO:root:Loaded cached shifts for game 2025020332 from data/20252026/shifts/shifts_2025020332.pkl
INFO:root:Loaded cached shifts for game 2025020333 from data/20252026/shifts/shifts_2025020333.pkl
INFO:root:Loaded cached shifts for game 2025020334 from data/20252026/shifts/shifts_2025020334.pkl
INFO:root:Loaded cached shifts for game 2025020335 from data/20252026/shifts/shifts_2025020335.pkl
INFO:root:Loaded cached shifts for game 2025020336 from data/20252026/shifts/shifts_2025020336.pkl
INFO:root:Loaded cached shifts for game 2025020337 from data/20252026/shifts/shifts_2025020337.pkl
INFO:root:Loaded cached shifts for game 2025020338 from data/20252026/shifts/shifts_2025020338.pkl
INFO:root:Loaded cached shifts for game 2025020339 from data/20252026/shifts/shifts_2025020339.pkl
INFO:root:Loaded cached shifts for game 2025020340 from data/20252026/shifts/shifts_2025020340.pkl
INFO:root:Loaded cached shifts for game 2025020341 from data/20252026/shifts/shifts_2025020341.pkl
INFO:root:Loaded cached shifts for game 2025020342 from data/20252026/shifts/shifts_2025020342.pkl
INFO:root:Loaded cached shifts for game 2025020343 from data/20252026/shifts/shifts_2025020343.pkl
INFO:root:Loaded cached shifts for game 2025020344 from data/20252026/shifts/shifts_2025020344.pkl
INFO:root:Loaded cached shifts for game 2025020345 from data/20252026/shifts/shifts_2025020345.pkl
INFO:root:Loaded cached shifts for game 2025020346 from data/20252026/shifts/shifts_2025020346.pkl
INFO:root:Loaded cached shifts for game 2025020347 from data/20252026/shifts/shifts_2025020347.pkl
INFO:root:Loaded cached shifts for game 2025020348 from data/20252026/shifts/shifts_2025020348.pkl
INFO:root:Loaded cached shifts for game 2025020349 from data/20252026/shifts/shifts_2025020349.pkl
INFO:root:Loaded cached shifts for game 2025020350 from data/20252026/shifts/shifts_2025020350.pkl
INFO:root:Loaded cached shifts for game 2025020351 from data/20252026/shifts/shifts_2025020351.pkl
INFO:root:Loaded cached shifts for game 2025020352 from data/20252026/shifts/shifts_2025020352.pkl
INFO:root:Loaded cached shifts for game 2025020353 from data/20252026/shifts/shifts_2025020353.pkl
INFO:root:Loaded cached shifts for game 2025020354 from data/20252026/shifts/shifts_2025020354.pkl
INFO:root:Loaded cached shifts for game 2025020355 from data/20252026/shifts/shifts_2025020355.pkl
INFO:root:Loaded cached shifts for game 2025020356 from data/20252026/shifts/shifts_2025020356.pkl
INFO:root:Loaded cached shifts for game 2025020357 from data/20252026/shifts/shifts_2025020357.pkl
INFO:root:Loaded cached shifts for game 2025020358 from data/20252026/shifts/shifts_2025020358.pkl
INFO:root:Loaded cached shifts for game 2025020359 from data/20252026/shifts/shifts_2025020359.pkl
INFO:root:Loaded cached shifts for game 2025020360 from data/20252026/shifts/shifts_2025020360.pkl
INFO:root:Loaded cached shifts for game 2025020361 from data/20252026/shifts/shifts_2025020361.pkl
INFO:root:Loaded cached shifts for game 2025020362 from data/20252026/shifts/shifts_2025020362.pkl
INFO:root:Loaded cached shifts for game 2025020363 from data/20252026/shifts/shifts_2025020363.pkl
INFO:root:Loaded cached shifts for game 2025020364 from data/20252026/shifts/shifts_2025020364.pkl
INFO:root:Loaded cached shifts for game 2025020365 from data/20252026/shifts/shifts_2025020365.pkl
INFO:root:Loaded cached shifts for game 2025020366 from data/20252026/shifts/shifts_2025020366.pkl
INFO:root:Loaded cached shifts for game 2025020367 from data/20252026/shifts/shifts_2025020367.pkl
INFO:root:Loaded cached shifts for game 2025020368 from data/20252026/shifts/shifts_2025020368.pkl
INFO:root:Loaded cached shifts for game 2025020369 from data/20252026/shifts/shifts_2025020369.pkl
INFO:root:Loaded cached shifts for game 2025020370 from data/20252026/shifts/shifts_2025020370.pkl
INFO:root:Loaded cached shifts for game 2025020371 from data/20252026/shifts/shifts_2025020371.pkl
INFO:root:Loaded cached shifts for game 2025020372 from data/20252026/shifts/shifts_2025020372.pkl
INFO:root:Loaded cached shifts for game 2025020373 from data/20252026/shifts/shifts_2025020373.pkl
INFO:root:Loaded cached shifts for game 2025020374 from data/20252026/shifts/shifts_2025020374.pkl
INFO:root:Loaded cached shifts for game 2025020375 from data/20252026/shifts/shifts_2025020375.pkl
INFO:root:Loaded cached shifts for game 2025020376 from data/20252026/shifts/shifts_2025020376.pkl
INFO:root:Loaded cached shifts for game 2025020377 from data/20252026/shifts/shifts_2025020377.pkl
INFO:root:Loaded cached shifts for game 2025020378 from data/20252026/shifts/shifts_2025020378.pkl
INFO:root:Loaded cached shifts for game 2025020379 from data/20252026/shifts/shifts_2025020379.pkl
INFO:root:Loaded cached shifts for game 2025020380 from data/20252026/shifts/shifts_2025020380.pkl
INFO:root:Loaded cached shifts for game 2025020381 from data/20252026/shifts/shifts_2025020381.pkl
INFO:root:Loaded cached shifts for game 2025020382 from data/20252026/shifts/shifts_2025020382.pkl
INFO:root:Loaded cached shifts for game 2025020383 from data/20252026/shifts/shifts_2025020383.pkl
INFO:root:Loaded cached shifts for game 2025020384 from data/20252026/shifts/shifts_2025020384.pkl
INFO:root:Loaded cached shifts for game 2025020385 from data/20252026/shifts/shifts_2025020385.pkl
INFO:root:Loaded cached shifts for game 2025020386 from data/20252026/shifts/shifts_2025020386.pkl
INFO:root:Loaded cached shifts for game 2025020387 from data/20252026/shifts/shifts_2025020387.pkl
INFO:root:Loaded cached shifts for game 2025020388 from data/20252026/shifts/shifts_2025020388.pkl
INFO:root:Loaded cached shifts for game 2025020389 from data/20252026/shifts/shifts_2025020389.pkl
INFO:root:Loaded cached shifts for game 2025020390 from data/20252026/shifts/shifts_2025020390.pkl
INFO:root:Loaded cached shifts for game 2025020391 from data/20252026/shifts/shifts_2025020391.pkl
INFO:root:Loaded cached shifts for game 2025020392 from data/20252026/shifts/shifts_2025020392.pkl
INFO:root:Loaded cached shifts for game 2025020393 from data/20252026/shifts/shifts_2025020393.pkl
INFO:root:Loaded cached shifts for game 2025020394 from data/20252026/shifts/shifts_2025020394.pkl
INFO:root:Loaded cached shifts for game 2025020395 from data/20252026/shifts/shifts_2025020395.pkl
INFO:root:Loaded cached shifts for game 2025020396 from data/20252026/shifts/shifts_2025020396.pkl
INFO:root:Loaded cached shifts for game 2025020397 from data/20252026/shifts/shifts_2025020397.pkl
INFO:root:Loaded cached shifts for game 2025020398 from data/20252026/shifts/shifts_2025020398.pkl
INFO:root:Loaded cached shifts for game 2025020399 from data/20252026/shifts/shifts_2025020399.pkl
INFO:root:Loaded cached shifts for game 2025020400 from data/20252026/shifts/shifts_2025020400.pkl
INFO:root:Loaded cached shifts for game 2025020401 from data/20252026/shifts/shifts_2025020401.pkl
INFO:root:Loaded cached shifts for game 2025020402 from data/20252026/shifts/shifts_2025020402.pkl
INFO:root:Loaded cached shifts for game 2025020403 from data/20252026/shifts/shifts_2025020403.pkl
INFO:root:Loaded cached shifts for game 2025020404 from data/20252026/shifts/shifts_2025020404.pkl
INFO:root:Loaded cached shifts for game 2025020405 from data/20252026/shifts/shifts_2025020405.pkl
INFO:root:Loaded cached shifts for game 2025020406 from data/20252026/shifts/shifts_2025020406.pkl
INFO:root:Loaded cached shifts for game 2025020407 from data/20252026/shifts/shifts_2025020407.pkl
INFO:root:Loaded cached shifts for game 2025020408 from data/20252026/shifts/shifts_2025020408.pkl
INFO:root:Loaded cached shifts for game 2025020409 from data/20252026/shifts/shifts_2025020409.pkl
INFO:root:Loaded cached shifts for game 2025020410 from data/20252026/shifts/shifts_2025020410.pkl
INFO:root:Loaded cached shifts for game 2025020411 from data/20252026/shifts/shifts_2025020411.pkl
INFO:root:Loaded cached shifts for game 2025020412 from data/20252026/shifts/shifts_2025020412.pkl
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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DEBUG: gs_timeline len=63
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DEBUG: gs_timeline len=63
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DEBUG: gs_timeline len=63
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DEBUG: gs_timeline len=63
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DEBUG: gs_timeline len=63
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INFO:root:Loaded cached shifts for game 2025020413 from data/20252026/shifts/shifts_2025020413.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020414 from data/20252026/shifts/shifts_2025020414.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020415 from data/20252026/shifts/shifts_2025020415.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020416 from data/20252026/shifts/shifts_2025020416.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
INFO:root:Loaded cached shifts for game 2025020417 from data/20252026/shifts/shifts_2025020417.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
INFO:root:Loaded cached shifts for game 2025020418 from data/20252026/shifts/shifts_2025020418.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020419 from data/20252026/shifts/shifts_2025020419.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020420 from data/20252026/shifts/shifts_2025020420.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020421 from data/20252026/shifts/shifts_2025020421.pkl
Processed 420/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020422 from data/20252026/shifts/shifts_2025020422.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020423 from data/20252026/shifts/shifts_2025020423.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020424 from data/20252026/shifts/shifts_2025020424.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020425 from data/20252026/shifts/shifts_2025020425.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=54
INFO:root:Loaded cached shifts for game 2025020426 from data/20252026/shifts/shifts_2025020426.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020427 from data/20252026/shifts/shifts_2025020427.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020428 from data/20252026/shifts/shifts_2025020428.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020429 from data/20252026/shifts/shifts_2025020429.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020429 intervals_parsed= 1
skipped_games (sample): [('2025020429', 'no_matches')]
df_in shape: (294, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8482103), 'team': 18} (team=18) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=24
INFO:root:Loaded cached shifts for game 2025020430 from data/20252026/shifts/shifts_2025020430.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020431 from data/20252026/shifts/shifts_2025020431.pkl
Processed 430/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
INFO:root:Loaded cached shifts for game 2025020432 from data/20252026/shifts/shifts_2025020432.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020433 from data/20252026/shifts/shifts_2025020433.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020434 from data/20252026/shifts/shifts_2025020434.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020435 from data/20252026/shifts/shifts_2025020435.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020436 from data/20252026/shifts/shifts_2025020436.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020437 from data/20252026/shifts/shifts_2025020437.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020438 from data/20252026/shifts/shifts_2025020438.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020439 from data/20252026/shifts/shifts_2025020439.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020439 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (288, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8480800), 'team': 23} (team=23) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
INFO:root:Loaded cached shifts for game 2025020440 from data/20252026/shifts/shifts_2025020440.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020441 from data/20252026/shifts/shifts_2025020441.pkl
Processed 440/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020442 from data/20252026/shifts/shifts_2025020442.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020443 from data/20252026/shifts/shifts_2025020443.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020444 from data/20252026/shifts/shifts_2025020444.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020445 from data/20252026/shifts/shifts_2025020445.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020445 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (299, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8482105), 'team': 9} (team=9) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=73
INFO:root:Loaded cached shifts for game 2025020446 from data/20252026/shifts/shifts_2025020446.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020447 from data/20252026/shifts/shifts_2025020447.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020448 from data/20252026/shifts/shifts_2025020448.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020449 from data/20252026/shifts/shifts_2025020449.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020450 from data/20252026/shifts/shifts_2025020450.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=47
INFO:root:Loaded cached shifts for game 2025020451 from data/20252026/shifts/shifts_2025020451.pkl
Processed 450/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020452 from data/20252026/shifts/shifts_2025020452.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020453 from data/20252026/shifts/shifts_2025020453.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020454 from data/20252026/shifts/shifts_2025020454.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020455 from data/20252026/shifts/shifts_2025020455.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020456 from data/20252026/shifts/shifts_2025020456.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020457 from data/20252026/shifts/shifts_2025020457.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020458 from data/20252026/shifts/shifts_2025020458.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020459 from data/20252026/shifts/shifts_2025020459.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020460 from data/20252026/shifts/shifts_2025020460.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020461 from data/20252026/shifts/shifts_2025020461.pkl
Processed 460/1312 (0.04 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020462 from data/20252026/shifts/shifts_2025020462.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020463 from data/20252026/shifts/shifts_2025020463.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=72
INFO:root:Loaded cached shifts for game 2025020464 from data/20252026/shifts/shifts_2025020464.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
INFO:root:Loaded cached shifts for game 2025020465 from data/20252026/shifts/shifts_2025020465.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020466 from data/20252026/shifts/shifts_2025020466.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=56
INFO:root:Loaded cached shifts for game 2025020467 from data/20252026/shifts/shifts_2025020467.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020467 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (292, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8482105), 'team': 9} (team=9) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=75
INFO:root:Loaded cached shifts for game 2025020468 from data/20252026/shifts/shifts_2025020468.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020469 from data/20252026/shifts/shifts_2025020469.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020470 from data/20252026/shifts/shifts_2025020470.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020471 from data/20252026/shifts/shifts_2025020471.pkl
Processed 470/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020472 from data/20252026/shifts/shifts_2025020472.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020473 from data/20252026/shifts/shifts_2025020473.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=57
INFO:root:Loaded cached shifts for game 2025020474 from data/20252026/shifts/shifts_2025020474.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=71
INFO:root:Loaded cached shifts for game 2025020475 from data/20252026/shifts/shifts_2025020475.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020476 from data/20252026/shifts/shifts_2025020476.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020477 from data/20252026/shifts/shifts_2025020477.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020478 from data/20252026/shifts/shifts_2025020478.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020479 from data/20252026/shifts/shifts_2025020479.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020480 from data/20252026/shifts/shifts_2025020480.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020481 from data/20252026/shifts/shifts_2025020481.pkl
Processed 480/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020482 from data/20252026/shifts/shifts_2025020482.pkl
WARNING:root:get_game_feed network error for game 2025020482: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 1/3, sleeping 1.0s
WARNING:root:get_game_feed network error for game 2025020482: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 2/3, sleeping 2.0s
WARNING:root:get_game_feed network error for game 2025020482: HTTPSConnectionPool(host='api-web.nhle.com', port=443): Read timed out. (read timeout=3) — attempt 3/3, sleeping 4.0s
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
compute_game_timing: failed for game 2025020482: Failed to fetch game feed for 2025020482 after 3 attempts
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020483 from data/20252026/shifts/shifts_2025020483.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020484 from data/20252026/shifts/shifts_2025020484.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020485 from data/20252026/shifts/shifts_2025020485.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020486 from data/20252026/shifts/shifts_2025020486.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=45
INFO:root:Loaded cached shifts for game 2025020487 from data/20252026/shifts/shifts_2025020487.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=65
INFO:root:Loaded cached shifts for game 2025020488 from data/20252026/shifts/shifts_2025020488.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020489 from data/20252026/shifts/shifts_2025020489.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020490 from data/20252026/shifts/shifts_2025020490.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020491 from data/20252026/shifts/shifts_2025020491.pkl
Processed 490/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020492 from data/20252026/shifts/shifts_2025020492.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020492 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (260, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8480800), 'team': 23} (team=23) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
INFO:root:Loaded cached shifts for game 2025020493 from data/20252026/shifts/shifts_2025020493.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020494 from data/20252026/shifts/shifts_2025020494.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020495 from data/20252026/shifts/shifts_2025020495.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020496 from data/20252026/shifts/shifts_2025020496.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020497 from data/20252026/shifts/shifts_2025020497.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020498 from data/20252026/shifts/shifts_2025020498.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020499 from data/20252026/shifts/shifts_2025020499.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020500 from data/20252026/shifts/shifts_2025020500.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020501 from data/20252026/shifts/shifts_2025020501.pkl
Processed 500/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020502 from data/20252026/shifts/shifts_2025020502.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020503 from data/20252026/shifts/shifts_2025020503.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020504 from data/20252026/shifts/shifts_2025020504.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020505 from data/20252026/shifts/shifts_2025020505.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020506 from data/20252026/shifts/shifts_2025020506.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020507 from data/20252026/shifts/shifts_2025020507.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020508 from data/20252026/shifts/shifts_2025020508.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020509 from data/20252026/shifts/shifts_2025020509.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020510 from data/20252026/shifts/shifts_2025020510.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=30
INFO:root:Loaded cached shifts for game 2025020511 from data/20252026/shifts/shifts_2025020511.pkl
Processed 510/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020512 from data/20252026/shifts/shifts_2025020512.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020513 from data/20252026/shifts/shifts_2025020513.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020514 from data/20252026/shifts/shifts_2025020514.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020515 from data/20252026/shifts/shifts_2025020515.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020516 from data/20252026/shifts/shifts_2025020516.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020517 from data/20252026/shifts/shifts_2025020517.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020518 from data/20252026/shifts/shifts_2025020518.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
INFO:root:Loaded cached shifts for game 2025020519 from data/20252026/shifts/shifts_2025020519.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020520 from data/20252026/shifts/shifts_2025020520.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020521 from data/20252026/shifts/shifts_2025020521.pkl
Processed 520/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020522 from data/20252026/shifts/shifts_2025020522.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020523 from data/20252026/shifts/shifts_2025020523.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020524 from data/20252026/shifts/shifts_2025020524.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020525 from data/20252026/shifts/shifts_2025020525.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020526 from data/20252026/shifts/shifts_2025020526.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020527 from data/20252026/shifts/shifts_2025020527.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020528 from data/20252026/shifts/shifts_2025020528.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020529 from data/20252026/shifts/shifts_2025020529.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020530 from data/20252026/shifts/shifts_2025020530.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020531 from data/20252026/shifts/shifts_2025020531.pkl
Processed 530/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020532 from data/20252026/shifts/shifts_2025020532.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020533 from data/20252026/shifts/shifts_2025020533.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020534 from data/20252026/shifts/shifts_2025020534.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
INFO:root:Loaded cached shifts for game 2025020535 from data/20252026/shifts/shifts_2025020535.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020536 from data/20252026/shifts/shifts_2025020536.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020537 from data/20252026/shifts/shifts_2025020537.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020538 from data/20252026/shifts/shifts_2025020538.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020539 from data/20252026/shifts/shifts_2025020539.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020540 from data/20252026/shifts/shifts_2025020540.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=61
INFO:root:Loaded cached shifts for game 2025020541 from data/20252026/shifts/shifts_2025020541.pkl
Processed 540/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020542 from data/20252026/shifts/shifts_2025020542.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020543 from data/20252026/shifts/shifts_2025020543.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020544 from data/20252026/shifts/shifts_2025020544.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020545 from data/20252026/shifts/shifts_2025020545.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020546 from data/20252026/shifts/shifts_2025020546.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020547 from data/20252026/shifts/shifts_2025020547.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020548 from data/20252026/shifts/shifts_2025020548.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020549 from data/20252026/shifts/shifts_2025020549.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020550 from data/20252026/shifts/shifts_2025020550.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020551 from data/20252026/shifts/shifts_2025020551.pkl
Processed 550/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020552 from data/20252026/shifts/shifts_2025020552.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020553 from data/20252026/shifts/shifts_2025020553.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020554 from data/20252026/shifts/shifts_2025020554.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020555 from data/20252026/shifts/shifts_2025020555.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020556 from data/20252026/shifts/shifts_2025020556.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020557 from data/20252026/shifts/shifts_2025020557.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020558 from data/20252026/shifts/shifts_2025020558.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020559 from data/20252026/shifts/shifts_2025020559.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020560 from data/20252026/shifts/shifts_2025020560.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020561 from data/20252026/shifts/shifts_2025020561.pkl
Processed 560/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020562 from data/20252026/shifts/shifts_2025020562.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020563 from data/20252026/shifts/shifts_2025020563.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020564 from data/20252026/shifts/shifts_2025020564.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020565 from data/20252026/shifts/shifts_2025020565.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020566 from data/20252026/shifts/shifts_2025020566.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020567 from data/20252026/shifts/shifts_2025020567.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020568 from data/20252026/shifts/shifts_2025020568.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020569 from data/20252026/shifts/shifts_2025020569.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020570 from data/20252026/shifts/shifts_2025020570.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020571 from data/20252026/shifts/shifts_2025020571.pkl
Processed 570/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020572 from data/20252026/shifts/shifts_2025020572.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020573 from data/20252026/shifts/shifts_2025020573.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020574 from data/20252026/shifts/shifts_2025020574.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=28
INFO:root:Loaded cached shifts for game 2025020575 from data/20252026/shifts/shifts_2025020575.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020576 from data/20252026/shifts/shifts_2025020576.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020577 from data/20252026/shifts/shifts_2025020577.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020578 from data/20252026/shifts/shifts_2025020578.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020579 from data/20252026/shifts/shifts_2025020579.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020580 from data/20252026/shifts/shifts_2025020580.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=2
INFO:root:Loaded cached shifts for game 2025020581 from data/20252026/shifts/shifts_2025020581.pkl
Processed 580/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020582 from data/20252026/shifts/shifts_2025020582.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020583 from data/20252026/shifts/shifts_2025020583.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020584 from data/20252026/shifts/shifts_2025020584.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020585 from data/20252026/shifts/shifts_2025020585.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020586 from data/20252026/shifts/shifts_2025020586.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020587 from data/20252026/shifts/shifts_2025020587.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020588 from data/20252026/shifts/shifts_2025020588.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020589 from data/20252026/shifts/shifts_2025020589.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020590 from data/20252026/shifts/shifts_2025020590.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020591 from data/20252026/shifts/shifts_2025020591.pkl
Processed 590/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=31
INFO:root:Loaded cached shifts for game 2025020592 from data/20252026/shifts/shifts_2025020592.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020593 from data/20252026/shifts/shifts_2025020593.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020594 from data/20252026/shifts/shifts_2025020594.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020595 from data/20252026/shifts/shifts_2025020595.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020596 from data/20252026/shifts/shifts_2025020596.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020597 from data/20252026/shifts/shifts_2025020597.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020598 from data/20252026/shifts/shifts_2025020598.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020599 from data/20252026/shifts/shifts_2025020599.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020600 from data/20252026/shifts/shifts_2025020600.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020601 from data/20252026/shifts/shifts_2025020601.pkl
Processed 600/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020602 from data/20252026/shifts/shifts_2025020602.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020603 from data/20252026/shifts/shifts_2025020603.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020604 from data/20252026/shifts/shifts_2025020604.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020605 from data/20252026/shifts/shifts_2025020605.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020606 from data/20252026/shifts/shifts_2025020606.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020607 from data/20252026/shifts/shifts_2025020607.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=29
INFO:root:Loaded cached shifts for game 2025020608 from data/20252026/shifts/shifts_2025020608.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020609 from data/20252026/shifts/shifts_2025020609.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020610 from data/20252026/shifts/shifts_2025020610.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020611 from data/20252026/shifts/shifts_2025020611.pkl
Processed 610/1312 (0.02 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020612 from data/20252026/shifts/shifts_2025020612.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020613 from data/20252026/shifts/shifts_2025020613.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020614 from data/20252026/shifts/shifts_2025020614.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020615 from data/20252026/shifts/shifts_2025020615.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
INFO:root:Loaded cached shifts for game 2025020616 from data/20252026/shifts/shifts_2025020616.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020617 from data/20252026/shifts/shifts_2025020617.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020618 from data/20252026/shifts/shifts_2025020618.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020619 from data/20252026/shifts/shifts_2025020619.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=5
INFO:root:Loaded cached shifts for game 2025020620 from data/20252026/shifts/shifts_2025020620.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020621 from data/20252026/shifts/shifts_2025020621.pkl
Processed 620/1312 (0.02 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020622 from data/20252026/shifts/shifts_2025020622.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020623 from data/20252026/shifts/shifts_2025020623.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
INFO:root:Loaded cached shifts for game 2025020624 from data/20252026/shifts/shifts_2025020624.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020625 from data/20252026/shifts/shifts_2025020625.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020626 from data/20252026/shifts/shifts_2025020626.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020627 from data/20252026/shifts/shifts_2025020627.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020627 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (285, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8478500), 'team': 29} (team=29) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
INFO:root:Loaded cached shifts for game 2025020628 from data/20252026/shifts/shifts_2025020628.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=9
INFO:root:Loaded cached shifts for game 2025020629 from data/20252026/shifts/shifts_2025020629.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020630 from data/20252026/shifts/shifts_2025020630.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020631 from data/20252026/shifts/shifts_2025020631.pkl
Processed 630/1312 (0.02 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020632 from data/20252026/shifts/shifts_2025020632.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020633 from data/20252026/shifts/shifts_2025020633.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=62
INFO:root:Loaded cached shifts for game 2025020634 from data/20252026/shifts/shifts_2025020634.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020635 from data/20252026/shifts/shifts_2025020635.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020636 from data/20252026/shifts/shifts_2025020636.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020637 from data/20252026/shifts/shifts_2025020637.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020638 from data/20252026/shifts/shifts_2025020638.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020639 from data/20252026/shifts/shifts_2025020639.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020640 from data/20252026/shifts/shifts_2025020640.pkl
INFO:root:Loaded cached shifts for game 2025020641 from data/20252026/shifts/shifts_2025020641.pkl
INFO:root:Loaded cached shifts for game 2025020642 from data/20252026/shifts/shifts_2025020642.pkl
INFO:root:Loaded cached shifts for game 2025020643 from data/20252026/shifts/shifts_2025020643.pkl
INFO:root:Loaded cached shifts for game 2025020644 from data/20252026/shifts/shifts_2025020644.pkl
INFO:root:Loaded cached shifts for game 2025020645 from data/20252026/shifts/shifts_2025020645.pkl
INFO:root:Loaded cached shifts for game 2025020646 from data/20252026/shifts/shifts_2025020646.pkl
INFO:root:Loaded cached shifts for game 2025020647 from data/20252026/shifts/shifts_2025020647.pkl
INFO:root:Loaded cached shifts for game 2025020648 from data/20252026/shifts/shifts_2025020648.pkl
INFO:root:Loaded cached shifts for game 2025020649 from data/20252026/shifts/shifts_2025020649.pkl
INFO:root:Loaded cached shifts for game 2025020650 from data/20252026/shifts/shifts_2025020650.pkl
INFO:root:Loaded cached shifts for game 2025020651 from data/20252026/shifts/shifts_2025020651.pkl
INFO:root:Loaded cached shifts for game 2025020652 from data/20252026/shifts/shifts_2025020652.pkl
INFO:root:Loaded cached shifts for game 2025020653 from data/20252026/shifts/shifts_2025020653.pkl
INFO:root:Loaded cached shifts for game 2025020654 from data/20252026/shifts/shifts_2025020654.pkl
INFO:root:Loaded cached shifts for game 2025020655 from data/20252026/shifts/shifts_2025020655.pkl
INFO:root:Loaded cached shifts for game 2025020656 from data/20252026/shifts/shifts_2025020656.pkl
INFO:root:Loaded cached shifts for game 2025020657 from data/20252026/shifts/shifts_2025020657.pkl
INFO:root:Loaded cached shifts for game 2025020658 from data/20252026/shifts/shifts_2025020658.pkl
INFO:root:Loaded cached shifts for game 2025020659 from data/20252026/shifts/shifts_2025020659.pkl
INFO:root:Loaded cached shifts for game 2025020660 from data/20252026/shifts/shifts_2025020660.pkl
INFO:root:Loaded cached shifts for game 2025020661 from data/20252026/shifts/shifts_2025020661.pkl
INFO:root:Loaded cached shifts for game 2025020662 from data/20252026/shifts/shifts_2025020662.pkl
INFO:root:Loaded cached shifts for game 2025020663 from data/20252026/shifts/shifts_2025020663.pkl
INFO:root:Loaded cached shifts for game 2025020664 from data/20252026/shifts/shifts_2025020664.pkl
INFO:root:Loaded cached shifts for game 2025020665 from data/20252026/shifts/shifts_2025020665.pkl
INFO:root:Loaded cached shifts for game 2025020666 from data/20252026/shifts/shifts_2025020666.pkl
INFO:root:Loaded cached shifts for game 2025020667 from data/20252026/shifts/shifts_2025020667.pkl
INFO:root:Loaded cached shifts for game 2025020668 from data/20252026/shifts/shifts_2025020668.pkl
INFO:root:Loaded cached shifts for game 2025020669 from data/20252026/shifts/shifts_2025020669.pkl
INFO:root:Loaded cached shifts for game 2025020670 from data/20252026/shifts/shifts_2025020670.pkl
INFO:root:Loaded cached shifts for game 2025020671 from data/20252026/shifts/shifts_2025020671.pkl
INFO:root:Loaded cached shifts for game 2025020672 from data/20252026/shifts/shifts_2025020672.pkl
INFO:root:Loaded cached shifts for game 2025020673 from data/20252026/shifts/shifts_2025020673.pkl
INFO:root:Loaded cached shifts for game 2025020674 from data/20252026/shifts/shifts_2025020674.pkl
INFO:root:Loaded cached shifts for game 2025020675 from data/20252026/shifts/shifts_2025020675.pkl
INFO:root:Loaded cached shifts for game 2025020676 from data/20252026/shifts/shifts_2025020676.pkl
INFO:root:Loaded cached shifts for game 2025020677 from data/20252026/shifts/shifts_2025020677.pkl
INFO:root:Loaded cached shifts for game 2025020678 from data/20252026/shifts/shifts_2025020678.pkl
INFO:root:Loaded cached shifts for game 2025020679 from data/20252026/shifts/shifts_2025020679.pkl
INFO:root:Loaded cached shifts for game 2025020680 from data/20252026/shifts/shifts_2025020680.pkl
INFO:root:Loaded cached shifts for game 2025020681 from data/20252026/shifts/shifts_2025020681.pkl
INFO:root:Loaded cached shifts for game 2025020682 from data/20252026/shifts/shifts_2025020682.pkl
INFO:root:Loaded cached shifts for game 2025020683 from data/20252026/shifts/shifts_2025020683.pkl
INFO:root:Loaded cached shifts for game 2025020684 from data/20252026/shifts/shifts_2025020684.pkl
INFO:root:Loaded cached shifts for game 2025020685 from data/20252026/shifts/shifts_2025020685.pkl
INFO:root:Loaded cached shifts for game 2025020686 from data/20252026/shifts/shifts_2025020686.pkl
INFO:root:Loaded cached shifts for game 2025020687 from data/20252026/shifts/shifts_2025020687.pkl
INFO:root:Loaded cached shifts for game 2025020688 from data/20252026/shifts/shifts_2025020688.pkl
INFO:root:Loaded cached shifts for game 2025020689 from data/20252026/shifts/shifts_2025020689.pkl
INFO:root:Loaded cached shifts for game 2025020690 from data/20252026/shifts/shifts_2025020690.pkl
INFO:root:Loaded cached shifts for game 2025020691 from data/20252026/shifts/shifts_2025020691.pkl
INFO:root:Loaded cached shifts for game 2025020692 from data/20252026/shifts/shifts_2025020692.pkl
INFO:root:Loaded cached shifts for game 2025020693 from data/20252026/shifts/shifts_2025020693.pkl
INFO:root:Loaded cached shifts for game 2025020694 from data/20252026/shifts/shifts_2025020694.pkl
INFO:root:Loaded cached shifts for game 2025020695 from data/20252026/shifts/shifts_2025020695.pkl
INFO:root:Loaded cached shifts for game 2025020696 from data/20252026/shifts/shifts_2025020696.pkl
INFO:root:Loaded cached shifts for game 2025020697 from data/20252026/shifts/shifts_2025020697.pkl
INFO:root:Loaded cached shifts for game 2025020698 from data/20252026/shifts/shifts_2025020698.pkl
INFO:root:Loaded cached shifts for game 2025020699 from data/20252026/shifts/shifts_2025020699.pkl
INFO:root:Loaded cached shifts for game 2025020700 from data/20252026/shifts/shifts_2025020700.pkl
INFO:root:Loaded cached shifts for game 2025020701 from data/20252026/shifts/shifts_2025020701.pkl
INFO:root:Loaded cached shifts for game 2025020702 from data/20252026/shifts/shifts_2025020702.pkl
INFO:root:Loaded cached shifts for game 2025020703 from data/20252026/shifts/shifts_2025020703.pkl
INFO:root:Loaded cached shifts for game 2025020704 from data/20252026/shifts/shifts_2025020704.pkl
INFO:root:Loaded cached shifts for game 2025020705 from data/20252026/shifts/shifts_2025020705.pkl
INFO:root:Loaded cached shifts for game 2025020706 from data/20252026/shifts/shifts_2025020706.pkl
INFO:root:Loaded cached shifts for game 2025020707 from data/20252026/shifts/shifts_2025020707.pkl
INFO:root:Loaded cached shifts for game 2025020708 from data/20252026/shifts/shifts_2025020708.pkl
INFO:root:Loaded cached shifts for game 2025020709 from data/20252026/shifts/shifts_2025020709.pkl
INFO:root:Loaded cached shifts for game 2025020710 from data/20252026/shifts/shifts_2025020710.pkl
INFO:root:Loaded cached shifts for game 2025020711 from data/20252026/shifts/shifts_2025020711.pkl
INFO:root:Loaded cached shifts for game 2025020712 from data/20252026/shifts/shifts_2025020712.pkl
INFO:root:Loaded cached shifts for game 2025020713 from data/20252026/shifts/shifts_2025020713.pkl
INFO:root:Loaded cached shifts for game 2025020714 from data/20252026/shifts/shifts_2025020714.pkl
INFO:root:Loaded cached shifts for game 2025020715 from data/20252026/shifts/shifts_2025020715.pkl
INFO:root:Loaded cached shifts for game 2025020716 from data/20252026/shifts/shifts_2025020716.pkl
INFO:root:Loaded cached shifts for game 2025020717 from data/20252026/shifts/shifts_2025020717.pkl
INFO:root:Loaded cached shifts for game 2025020718 from data/20252026/shifts/shifts_2025020718.pkl
INFO:root:Loaded cached shifts for game 2025020719 from data/20252026/shifts/shifts_2025020719.pkl
INFO:root:Loaded cached shifts for game 2025020720 from data/20252026/shifts/shifts_2025020720.pkl
INFO:root:Loaded cached shifts for game 2025020721 from data/20252026/shifts/shifts_2025020721.pkl
INFO:root:Loaded cached shifts for game 2025020722 from data/20252026/shifts/shifts_2025020722.pkl
INFO:root:Loaded cached shifts for game 2025020723 from data/20252026/shifts/shifts_2025020723.pkl
INFO:root:Loaded cached shifts for game 2025020724 from data/20252026/shifts/shifts_2025020724.pkl
INFO:root:Loaded cached shifts for game 2025020725 from data/20252026/shifts/shifts_2025020725.pkl
INFO:root:Loaded cached shifts for game 2025020726 from data/20252026/shifts/shifts_2025020726.pkl
INFO:root:Loaded cached shifts for game 2025020727 from data/20252026/shifts/shifts_2025020727.pkl
INFO:root:Loaded cached shifts for game 2025020728 from data/20252026/shifts/shifts_2025020728.pkl
INFO:root:Loaded cached shifts for game 2025020729 from data/20252026/shifts/shifts_2025020729.pkl
INFO:root:Loaded cached shifts for game 2025020730 from data/20252026/shifts/shifts_2025020730.pkl
INFO:root:Loaded cached shifts for game 2025020731 from data/20252026/shifts/shifts_2025020731.pkl
INFO:root:Loaded cached shifts for game 2025020732 from data/20252026/shifts/shifts_2025020732.pkl
INFO:root:Loaded cached shifts for game 2025020733 from data/20252026/shifts/shifts_2025020733.pkl
INFO:root:Loaded cached shifts for game 2025020734 from data/20252026/shifts/shifts_2025020734.pkl
INFO:root:Loaded cached shifts for game 2025020735 from data/20252026/shifts/shifts_2025020735.pkl
INFO:root:Loaded cached shifts for game 2025020736 from data/20252026/shifts/shifts_2025020736.pkl
Processed 640/1312 (0.02 games/s)
Processed 650/1312 (0.02 games/s)
Processed 660/1312 (0.02 games/s)
Processed 670/1312 (0.02 games/s)
Processed 680/1312 (0.03 games/s)
Processed 690/1312 (0.03 games/s)
Processed 700/1312 (0.03 games/s)
Processed 710/1312 (0.03 games/s)
Processed 720/1312 (0.03 games/s)
Processed 730/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=66
INFO:root:Loaded cached shifts for game 2025020737 from data/20252026/shifts/shifts_2025020737.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020738 from data/20252026/shifts/shifts_2025020738.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=11
INFO:root:Loaded cached shifts for game 2025020739 from data/20252026/shifts/shifts_2025020739.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
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xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020740 from data/20252026/shifts/shifts_2025020740.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020741 from data/20252026/shifts/shifts_2025020741.pkl
Processed 740/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=64
INFO:root:Loaded cached shifts for game 2025020742 from data/20252026/shifts/shifts_2025020742.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020743 from data/20252026/shifts/shifts_2025020743.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020744 from data/20252026/shifts/shifts_2025020744.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=51
INFO:root:Loaded cached shifts for game 2025020745 from data/20252026/shifts/shifts_2025020745.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020746 from data/20252026/shifts/shifts_2025020746.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
_apply_intervals debug: no rows matched any intervals
intervals_obj per_game count = 1
game 2025020746 intervals_parsed= 1
skipped_games (sample): []
df_in shape: (270, 52) columns_count= 52
Warning: condition {'game_state': ['5v5'], 'is_net_empty': [0], 'player_id': np.int64(8481581), 'team': 25} (team=25) matched 0 rows; producing an empty plot without training/loading model
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=53
INFO:root:Loaded cached shifts for game 2025020747 from data/20252026/shifts/shifts_2025020747.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=8
INFO:root:Loaded cached shifts for game 2025020748 from data/20252026/shifts/shifts_2025020748.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020749 from data/20252026/shifts/shifts_2025020749.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020750 from data/20252026/shifts/shifts_2025020750.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
INFO:root:Loaded cached shifts for game 2025020751 from data/20252026/shifts/shifts_2025020751.pkl
Processed 750/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=27
INFO:root:Loaded cached shifts for game 2025020752 from data/20252026/shifts/shifts_2025020752.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020753 from data/20252026/shifts/shifts_2025020753.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020754 from data/20252026/shifts/shifts_2025020754.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=19
INFO:root:Loaded cached shifts for game 2025020755 from data/20252026/shifts/shifts_2025020755.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020756 from data/20252026/shifts/shifts_2025020756.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020757 from data/20252026/shifts/shifts_2025020757.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020758 from data/20252026/shifts/shifts_2025020758.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020759 from data/20252026/shifts/shifts_2025020759.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020760 from data/20252026/shifts/shifts_2025020760.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020761 from data/20252026/shifts/shifts_2025020761.pkl
Processed 760/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020762 from data/20252026/shifts/shifts_2025020762.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=12
INFO:root:Loaded cached shifts for game 2025020763 from data/20252026/shifts/shifts_2025020763.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=7
INFO:root:Loaded cached shifts for game 2025020764 from data/20252026/shifts/shifts_2025020764.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020765 from data/20252026/shifts/shifts_2025020765.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020766 from data/20252026/shifts/shifts_2025020766.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=22
INFO:root:Loaded cached shifts for game 2025020767 from data/20252026/shifts/shifts_2025020767.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020768 from data/20252026/shifts/shifts_2025020768.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=21
INFO:root:Loaded cached shifts for game 2025020769 from data/20252026/shifts/shifts_2025020769.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020770 from data/20252026/shifts/shifts_2025020770.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020771 from data/20252026/shifts/shifts_2025020771.pkl
Processed 770/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020772 from data/20252026/shifts/shifts_2025020772.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020773 from data/20252026/shifts/shifts_2025020773.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=17
INFO:root:Loaded cached shifts for game 2025020774 from data/20252026/shifts/shifts_2025020774.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=55
INFO:root:Loaded cached shifts for game 2025020775 from data/20252026/shifts/shifts_2025020775.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=20
INFO:root:Loaded cached shifts for game 2025020776 from data/20252026/shifts/shifts_2025020776.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020777 from data/20252026/shifts/shifts_2025020777.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=15
INFO:root:Loaded cached shifts for game 2025020778 from data/20252026/shifts/shifts_2025020778.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=16
INFO:root:Loaded cached shifts for game 2025020779 from data/20252026/shifts/shifts_2025020779.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020780 from data/20252026/shifts/shifts_2025020780.pkl
INFO:root:Loaded cached shifts for game 2025020781 from data/20252026/shifts/shifts_2025020781.pkl
INFO:root:Loaded cached shifts for game 2025020782 from data/20252026/shifts/shifts_2025020782.pkl
INFO:root:Loaded cached shifts for game 2025020783 from data/20252026/shifts/shifts_2025020783.pkl
INFO:root:Loaded cached shifts for game 2025020784 from data/20252026/shifts/shifts_2025020784.pkl
INFO:root:Loaded cached shifts for game 2025020785 from data/20252026/shifts/shifts_2025020785.pkl
INFO:root:Loaded cached shifts for game 2025020786 from data/20252026/shifts/shifts_2025020786.pkl
INFO:root:Loaded cached shifts for game 2025020787 from data/20252026/shifts/shifts_2025020787.pkl
INFO:root:Loaded cached shifts for game 2025020788 from data/20252026/shifts/shifts_2025020788.pkl
INFO:root:Loaded cached shifts for game 2025020789 from data/20252026/shifts/shifts_2025020789.pkl
INFO:root:Loaded cached shifts for game 2025020790 from data/20252026/shifts/shifts_2025020790.pkl
INFO:root:Loaded cached shifts for game 2025020791 from data/20252026/shifts/shifts_2025020791.pkl
INFO:root:Loaded cached shifts for game 2025020792 from data/20252026/shifts/shifts_2025020792.pkl
INFO:root:Loaded cached shifts for game 2025020793 from data/20252026/shifts/shifts_2025020793.pkl
INFO:root:Loaded cached shifts for game 2025020794 from data/20252026/shifts/shifts_2025020794.pkl
INFO:root:Loaded cached shifts for game 2025020795 from data/20252026/shifts/shifts_2025020795.pkl
INFO:root:Loaded cached shifts for game 2025020796 from data/20252026/shifts/shifts_2025020796.pkl
INFO:root:Loaded cached shifts for game 2025020797 from data/20252026/shifts/shifts_2025020797.pkl
INFO:root:Loaded cached shifts for game 2025020798 from data/20252026/shifts/shifts_2025020798.pkl
INFO:root:Loaded cached shifts for game 2025020799 from data/20252026/shifts/shifts_2025020799.pkl
INFO:root:Loaded cached shifts for game 2025020800 from data/20252026/shifts/shifts_2025020800.pkl
INFO:root:Loaded cached shifts for game 2025020801 from data/20252026/shifts/shifts_2025020801.pkl
INFO:root:Loaded cached shifts for game 2025020802 from data/20252026/shifts/shifts_2025020802.pkl
INFO:root:Loaded cached shifts for game 2025020803 from data/20252026/shifts/shifts_2025020803.pkl
INFO:root:Loaded cached shifts for game 2025020804 from data/20252026/shifts/shifts_2025020804.pkl
INFO:root:Loaded cached shifts for game 2025020805 from data/20252026/shifts/shifts_2025020805.pkl
INFO:root:Loaded cached shifts for game 2025020806 from data/20252026/shifts/shifts_2025020806.pkl
INFO:root:Loaded cached shifts for game 2025020807 from data/20252026/shifts/shifts_2025020807.pkl
INFO:root:Loaded cached shifts for game 2025020808 from data/20252026/shifts/shifts_2025020808.pkl
INFO:root:Loaded cached shifts for game 2025020809 from data/20252026/shifts/shifts_2025020809.pkl
INFO:root:Loaded cached shifts for game 2025020810 from data/20252026/shifts/shifts_2025020810.pkl
INFO:root:Loaded cached shifts for game 2025020811 from data/20252026/shifts/shifts_2025020811.pkl
INFO:root:Loaded cached shifts for game 2025020812 from data/20252026/shifts/shifts_2025020812.pkl
INFO:root:Loaded cached shifts for game 2025020813 from data/20252026/shifts/shifts_2025020813.pkl
INFO:root:Loaded cached shifts for game 2025020814 from data/20252026/shifts/shifts_2025020814.pkl
INFO:root:Loaded cached shifts for game 2025020815 from data/20252026/shifts/shifts_2025020815.pkl
INFO:root:Loaded cached shifts for game 2025020816 from data/20252026/shifts/shifts_2025020816.pkl
INFO:root:Loaded cached shifts for game 2025020817 from data/20252026/shifts/shifts_2025020817.pkl
INFO:root:Loaded cached shifts for game 2025020818 from data/20252026/shifts/shifts_2025020818.pkl
INFO:root:Loaded cached shifts for game 2025020819 from data/20252026/shifts/shifts_2025020819.pkl
INFO:root:Loaded cached shifts for game 2025020820 from data/20252026/shifts/shifts_2025020820.pkl
INFO:root:Loaded cached shifts for game 2025020821 from data/20252026/shifts/shifts_2025020821.pkl
INFO:root:Loaded cached shifts for game 2025020822 from data/20252026/shifts/shifts_2025020822.pkl
INFO:root:Loaded cached shifts for game 2025020823 from data/20252026/shifts/shifts_2025020823.pkl
INFO:root:Loaded cached shifts for game 2025020824 from data/20252026/shifts/shifts_2025020824.pkl
INFO:root:Loaded cached shifts for game 2025020825 from data/20252026/shifts/shifts_2025020825.pkl
INFO:root:Loaded cached shifts for game 2025020826 from data/20252026/shifts/shifts_2025020826.pkl
INFO:root:Loaded cached shifts for game 2025020827 from data/20252026/shifts/shifts_2025020827.pkl
INFO:root:Loaded cached shifts for game 2025020828 from data/20252026/shifts/shifts_2025020828.pkl
Processed 780/1312 (0.03 games/s)
Processed 790/1312 (0.03 games/s)
Processed 800/1312 (0.03 games/s)
Processed 810/1312 (0.03 games/s)
Processed 820/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=14
INFO:root:Loaded cached shifts for game 2025020829 from data/20252026/shifts/shifts_2025020829.pkl
INFO:root:Loaded cached shifts for game 2025020830 from data/20252026/shifts/shifts_2025020830.pkl
INFO:root:Loaded cached shifts for game 2025020831 from data/20252026/shifts/shifts_2025020831.pkl
INFO:root:Loaded cached shifts for game 2025020832 from data/20252026/shifts/shifts_2025020832.pkl
INFO:root:Loaded cached shifts for game 2025020833 from data/20252026/shifts/shifts_2025020833.pkl
INFO:root:Loaded cached shifts for game 2025020834 from data/20252026/shifts/shifts_2025020834.pkl
INFO:root:Loaded cached shifts for game 2025020835 from data/20252026/shifts/shifts_2025020835.pkl
INFO:root:Loaded cached shifts for game 2025020836 from data/20252026/shifts/shifts_2025020836.pkl
INFO:root:Loaded cached shifts for game 2025020837 from data/20252026/shifts/shifts_2025020837.pkl
INFO:root:Loaded cached shifts for game 2025020838 from data/20252026/shifts/shifts_2025020838.pkl
INFO:root:Loaded cached shifts for game 2025020839 from data/20252026/shifts/shifts_2025020839.pkl
INFO:root:Loaded cached shifts for game 2025020840 from data/20252026/shifts/shifts_2025020840.pkl
INFO:root:Loaded cached shifts for game 2025020841 from data/20252026/shifts/shifts_2025020841.pkl
INFO:root:Loaded cached shifts for game 2025020842 from data/20252026/shifts/shifts_2025020842.pkl
INFO:root:Loaded cached shifts for game 2025020843 from data/20252026/shifts/shifts_2025020843.pkl
INFO:root:Loaded cached shifts for game 2025020844 from data/20252026/shifts/shifts_2025020844.pkl
INFO:root:Loaded cached shifts for game 2025020845 from data/20252026/shifts/shifts_2025020845.pkl
INFO:root:Loaded cached shifts for game 2025020846 from data/20252026/shifts/shifts_2025020846.pkl
INFO:root:Loaded cached shifts for game 2025020847 from data/20252026/shifts/shifts_2025020847.pkl
INFO:root:Loaded cached shifts for game 2025020848 from data/20252026/shifts/shifts_2025020848.pkl
INFO:root:Loaded cached shifts for game 2025020849 from data/20252026/shifts/shifts_2025020849.pkl
INFO:root:Loaded cached shifts for game 2025020850 from data/20252026/shifts/shifts_2025020850.pkl
INFO:root:Loaded cached shifts for game 2025020851 from data/20252026/shifts/shifts_2025020851.pkl
INFO:root:Loaded cached shifts for game 2025020852 from data/20252026/shifts/shifts_2025020852.pkl
INFO:root:Loaded cached shifts for game 2025020853 from data/20252026/shifts/shifts_2025020853.pkl
INFO:root:Loaded cached shifts for game 2025020854 from data/20252026/shifts/shifts_2025020854.pkl
INFO:root:Loaded cached shifts for game 2025020855 from data/20252026/shifts/shifts_2025020855.pkl
INFO:root:Loaded cached shifts for game 2025020856 from data/20252026/shifts/shifts_2025020856.pkl
INFO:root:Loaded cached shifts for game 2025020857 from data/20252026/shifts/shifts_2025020857.pkl
INFO:root:Loaded cached shifts for game 2025020858 from data/20252026/shifts/shifts_2025020858.pkl
Processed 830/1312 (0.03 games/s)
Processed 840/1312 (0.03 games/s)
Processed 850/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=13
INFO:root:Loaded cached shifts for game 2025020859 from data/20252026/shifts/shifts_2025020859.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=10
INFO:root:Loaded cached shifts for game 2025020860 from data/20252026/shifts/shifts_2025020860.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=58
INFO:root:Loaded cached shifts for game 2025020861 from data/20252026/shifts/shifts_2025020861.pkl
Processed 860/1312 (0.03 games/s)
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=23
INFO:root:Loaded cached shifts for game 2025020862 from data/20252026/shifts/shifts_2025020862.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=18
INFO:root:Loaded cached shifts for game 2025020863 from data/20252026/shifts/shifts_2025020863.pkl
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25
xgs_map: applying early preprocessing (standardizing coordinates and extracting features)...
DEBUG: gs_timeline len=25