There is some data cleanup happening in the summarize_historical method of the average_player_summarizer. See if it can be moved to the data cleanup method without regressions in the training stage.
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data[DB.skater_stats_table_name] = data[DB.skater_stats_table_name].set_index(Keys.game_id) |