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