reformated columns into seperete functions
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parent
47d8865be8
commit
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209
src/transform.py
209
src/transform.py
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@ -1,3 +1,4 @@
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from types import NoneType
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from typing import TypeVar
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T = TypeVar("T")
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@ -17,9 +18,54 @@ def score_to_text(score: list[int]) -> str:
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return "-".join(map(str, score))
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# maybe could get columns form db
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def cols_from_player_stats(player_stats: dict) -> dict:
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cols = [
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## returns column names if the form:
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## {"<table_name>": ([<names from api>]}, [<names from db>])}
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def get_cols(table_name=None):
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cols = {
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"profile_game": (
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[
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"leetifyUserId",
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"ctLeetifyRating",
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"ctLeetifyRatingRounds",
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"dataSource",
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"elo",
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"gameFinishedAt",
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"gameId",
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"isCs2",
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"mapName",
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"matchResult",
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"scores",
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"skillLevel",
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"tLeetifyRating",
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"tLeetifyRatingRounds",
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"deaths",
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"hasBannedPlayer",
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"kills",
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"partySize",
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],
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[
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"leetify_user_id",
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"ct_Leetify_rating",
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"ct_Leetify_rating_rounds",
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"data_source",
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"elo",
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"game_finished_at",
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"game_id",
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"is_cs2",
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"map_name",
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"match_result",
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"scores",
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"skill_level",
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"t_leetify_rating",
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"t_leetify_rating_rounds",
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"deaths",
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"has_banned_player",
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"kills",
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"party_size",
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],
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),
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"player_stats": (
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[
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"id",
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"gameId",
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"gameFinishedAt",
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@ -102,31 +148,137 @@ def cols_from_player_stats(player_stats: dict) -> dict:
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"isCollector",
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"isProPlan",
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"isLeetifyStaff",
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]
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],
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[
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"id",
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"game_id",
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"game_finished_at",
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"steam64_id",
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"name",
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"preaim",
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"reaction_time",
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"accuracy",
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"accuracy_enemy_spotted",
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"accuracy_head",
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"shots_fired_enemy_spotted",
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"shots_fired",
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"shots_hit_enemy_spotted",
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"shots_hit_friend",
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"shots_Hit_Friend_Head",
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"shots_Hit_Foe",
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"shots_Hit_Foe_Head",
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"utility_On_Death_Avg",
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"he_foes_damage_avg",
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"he_friends_damage_avg",
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"he_thrown",
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"molotov_thrown",
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"smoke_thrown",
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"smoke_thrown_ct",
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"smoke_thrown_ct_good",
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"smoke_thrown_ct_good_ratio",
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"smoke_thrown_ct_foes",
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"counter_strafing_shots_all",
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"counter_strafing_shots_bad",
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"counter_strafing_shots_good",
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"counter_strafing_shots_good_ratio",
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"flashbang_hit_foe",
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"flashbang_leading_to_kill",
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"flashbang_hit_foe_avg_duration",
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"flashbang_hit_friend",
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"flashbang_thrown",
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"flash_assist",
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"score",
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"initial_Team_Number",
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"mvps",
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"ct_rounds_won",
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"ct_rounds_lost",
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"t_rounds_won",
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"t_rounds_lost",
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"spray_accuracy",
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"molotov_foes_damage_avg",
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"molotov_friends_damage_avg",
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"color",
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"total_kills",
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"total_deaths",
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"kd_ratio",
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"multi2k",
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"multi3k",
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"multi4k",
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"multi5k",
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"hltv_rating",
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"hsp",
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"rounds_survived",
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"rounds_survived_percentage",
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"dpr",
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"total_assists",
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"total_damage",
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"trade_kill_opportunities",
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"trade_kill_attempts",
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"trade_kills_succeeded",
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"trade_kill_attempts_percentage",
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"trade_kills_success_percentage",
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"trade_kill_opportunities_per_round",
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"traded_death_opportunities",
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"traded_death_attempts",
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"traded_death_attempts_percentage",
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"traded_deaths_succeeded",
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"traded_deaths_success_percentage",
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"traded_deaths_opportunities_per_round",
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"leetify_rating",
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"personal_performance_rating",
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"ct_leetify_rating",
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"t_leetify_rating",
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"leetify_user_id",
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"is_collector",
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"is_pro_plan",
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"is_leetify_staff",
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],
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),
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"profile_meta": (
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[
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"name",
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"steam64Id",
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"isCollector",
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"isLeetifyStaff",
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"isProPlan",
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"leetifyUserId",
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"faceitNickname",
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],
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[
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"name",
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"steam64_id",
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"is_collector",
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"is_leetify_staff",
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"is_pro_plan",
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"leetify_user_id",
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"faceit_nickname",
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],
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),
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}
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if table_name:
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return cols[table_name]
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return cols
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def get_api_cols(table_name: str | NoneType = None):
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col_pos = 0
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if table_name:
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return get_cols(table_name)[col_pos]
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return {key: val[col_pos] for key, val in get_cols().items()}
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def get_db_cols(table_name = None):
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col_pos = 1
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if table_name:
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return get_cols(table_name)[col_pos]
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return {key: val[col_pos] for key, val in get_cols().items()}
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# maybe could get columns form db
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def cols_from_player_stats(player_stats: dict) -> dict:
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cols = get_api_cols("player_stats")
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return extract_cols(player_stats, cols)
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def cols_from_profile_game(game: dict) -> dict:
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cols = [
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"ctLeetifyRating",
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"ctLeetifyRatingRounds",
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"dataSource",
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"elo",
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"gameFinishedAt",
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"gameId",
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"isCs2",
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"mapName",
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"matchResult",
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"scores",
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"skillLevel",
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"tLeetifyRating",
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"tLeetifyRatingRounds",
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"deaths",
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"hasBannedPlayer",
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"kills",
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"partySize",
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]
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cols = get_api_cols("profile_game")
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return extract_cols(game, cols)
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@ -135,16 +287,7 @@ def meta_from_profile(profile: dict) -> dict:
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if not meta:
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raise Exception("Could not get profile metadata", profile)
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cols = [
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"name",
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"steam64Id",
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"isCollector",
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"isLeetifyStaff",
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"isProPlan",
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"leetifyUserId",
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"faceitNickname",
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]
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cols = get_api_cols("profile_meta")
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return extract_cols(meta, cols)
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