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Merge pull request #15 from cesaregarza/feature/weapon_leaderboard
Feature/weapon leaderboard
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,117 @@ | ||
| import logging | ||
|
|
||
| import orjson | ||
| import pandas as pd | ||
| from sqlalchemy import text | ||
|
|
||
| from celery_app.connections import Session, redis_conn | ||
| from shared_lib.constants import ( | ||
| SEASON_RESULTS_REDIS_KEY, | ||
| WEAPON_LEADERBOARD_PEAK_REDIS_KEY, | ||
| ) | ||
| from shared_lib.queries.leaderboard_queries import ( | ||
| LIVE_WEAPON_LEADERBOARD_QUERY, | ||
| SEASON_RESULTS_QUERY, | ||
| WEAPON_LEADERBOARD_QUERY, | ||
| ) | ||
| from shared_lib.utils import get_all_alt_kits | ||
|
|
||
| logger = logging.getLogger(__name__) | ||
|
|
||
| idx_columns = ["player_id", "season_number", "mode", "region"] | ||
|
|
||
|
|
||
| def fetch_past_weapon_leaderboard_data() -> pd.DataFrame: | ||
| """Fetches past weapon leaderboard data from the database. | ||
| Returns: | ||
| pd.DataFrame: A DataFrame of weapon leaderboard data. | ||
| """ | ||
| logger.info("Fetching past weapon leaderboard data") | ||
| query = text(WEAPON_LEADERBOARD_QUERY) | ||
| with Session() as session: | ||
| result = session.execute(query).fetchall() | ||
| weapon_leaderboard = pd.DataFrame( | ||
| [{**row._asdict()} for row in result] | ||
| ).set_index(idx_columns) | ||
|
|
||
| return weapon_leaderboard | ||
|
|
||
|
|
||
| def fetch_live_weapon_leaderboard_data() -> pd.DataFrame: | ||
| """Fetches live weapon leaderboard data from the database. | ||
| Returns: | ||
| pd.DataFrame: A DataFrame of weapon leaderboard data. | ||
| """ | ||
| logger.info("Fetching live weapon leaderboard data") | ||
| query = text(LIVE_WEAPON_LEADERBOARD_QUERY) | ||
| with Session() as session: | ||
| result = session.execute(query).fetchall() | ||
| weapon_leaderboard = pd.DataFrame( | ||
| [{**row._asdict()} for row in result] | ||
| ).set_index(idx_columns) | ||
|
|
||
| weapon_leaderboard["weapon_id"] = ( | ||
| weapon_leaderboard["weapon_id"] | ||
| .astype(str) | ||
| .map(get_all_alt_kits()) | ||
| .fillna(weapon_leaderboard["weapon_id"]) | ||
| .astype(str) | ||
| ) | ||
|
|
||
| total_games_df = ( | ||
| weapon_leaderboard.reset_index() | ||
| .groupby(idx_columns)["games_played"] | ||
| .sum() | ||
| .rename("total_games_played") | ||
| ) | ||
| weapon_leaderboard = weapon_leaderboard.merge( | ||
| total_games_df, left_index=True, right_index=True, how="left" | ||
| ) | ||
| weapon_leaderboard["percent_games_played"] = weapon_leaderboard[ | ||
| "games_played" | ||
| ].div(weapon_leaderboard["total_games_played"]) | ||
|
|
||
| return ( | ||
| weapon_leaderboard.groupby(idx_columns + ["weapon_id"]) | ||
| .agg( | ||
| { | ||
| "max_x_power": "max", | ||
| "games_played": "sum", | ||
| "percent_games_played": "sum", | ||
| } | ||
| ) | ||
| .reset_index() | ||
| .set_index(idx_columns) | ||
| ) | ||
|
|
||
|
|
||
| def fetch_weapon_leaderboard() -> pd.DataFrame: | ||
| logger.info("Fetching weapon data") | ||
| past_weapon_leaderboard = fetch_past_weapon_leaderboard_data() | ||
| live_weapon_leaderboard = fetch_live_weapon_leaderboard_data() | ||
| weapon_leaderboard = pd.concat( | ||
| [past_weapon_leaderboard, live_weapon_leaderboard] | ||
| ).sort_index() | ||
| del past_weapon_leaderboard, live_weapon_leaderboard | ||
|
|
||
| redis_conn.set( | ||
| WEAPON_LEADERBOARD_PEAK_REDIS_KEY, | ||
| orjson.dumps( | ||
| weapon_leaderboard.reset_index().to_dict(orient="records") | ||
| ), | ||
| ) | ||
|
|
||
|
|
||
| def fetch_season_results() -> pd.DataFrame: | ||
| logger.info("Fetching season results") | ||
| query = text(SEASON_RESULTS_QUERY) | ||
| with Session() as session: | ||
| result = session.execute(query).fetchall() | ||
| season_results = pd.DataFrame([{**row._asdict()} for row in result]) | ||
|
|
||
| redis_conn.set( | ||
| SEASON_RESULTS_REDIS_KEY, | ||
| orjson.dumps(season_results.to_dict(orient="records")), | ||
| ) |
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