Packmaster-Metrics/main.py at main · erasels/Packmaster-Metrics · GitHub

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import gc

from logic import insights
from logic.storage import *
from sheets_integration.SheetUploader import *

# Global dictionary to store sublists based on file paths
date_to_metrics = {}
pack_to_cards = {}
card_to_pack = {}

if __name__ == "__main__":
    data_path = os.path.join(os.getcwd(), "data")
    metrics_path = os.path.join(data_path, "metrics")
    data_file = "data.pkl"
    data_file_path = os.path.join(data_path, data_file)

    # Check if the data file exists to avoid reprocessing
    if os.path.exists(data_file_path):
        date_to_metrics = load_data_from_pickle(data_file_path)
    else:
        date_to_metrics = iterate_directory(metrics_path)
        print(date_to_metrics.keys())
        save_data_to_pickle(data_file_path, date_to_metrics)

    print("Data is loaded.")

    pack_to_cards = load_data_from_json(os.path.join(data_path, "packCards.json"))
    card_to_rarity = load_data_from_json(os.path.join(data_path, "rarities.json"))
    card_to_pack = reverse_and_flatten_dict(pack_to_cards)

    all_data = mega_list_merge(date_to_metrics)
    del date_to_metrics

    delete_all_sheets_except_first()

    update_insights(insights.count_win_rates_per_asc(all_data))
    update_insights(insights.win_rate_by_ascension_and_pack(all_data))
    update_insights(insights.pack_pick_rate(all_data))
    update_insights(insights.pack_win_rate(all_data))
    update_insights(insights.card_pick_rate(all_data, card_to_pack, card_to_rarity))
    update_insights(insights.card_win_rate(all_data, card_to_pack, card_to_rarity))
    update_insights(insights.win_rate_deviation_between_asc(all_data))
    update_insights(insights.win_rate_deviation_from_average_by_asc(all_data))
    update_insights(insights.card_pick_deviation(all_data, card_to_pack, card_to_rarity))
    update_insights(insights.hat_pick_rate(all_data))
    update_insights(insights.hat_win_rate(all_data))
    update_insights(insights.median_deck_sizes(all_data))
    update_insights(insights.median_turn_length_per_enemy(all_data))
    update_insights(insights.median_health_before_rest(all_data))
    update_insights(insights.smith_vs_rest_ratio(all_data))
    update_insights(insights.gem_impact_on_win_rate(all_data))
    update_insights(insights.gem_count_vs_win_rate(all_data))
    update_insights(insights.upgraded_card_win_rate_analysis(all_data, card_to_pack))
    update_insights(insights.sum_filtered_packs(all_data))
    update_insights(insights.count_most_common_players(all_data))
    update_insights(insights.count_enabled_expansion_packs(all_data))

    update_summary_sheet()

    del all_data
    gc.collect()