fetch_season_pl_gamelogs update_data.py

def fetch_season_pl_gamelogs(pid_list, season_suffix, test_mode=False):
    """
    Fetch players' game logs for a given season
    :param pid_list: List of API PERSON_IDs
    :param season_suffix: Season suffix string (e.g. '2020-21')
    :param test_mode: Bool for just getting a few logs
    :return: One dataframe with all the game log data
    """
    from nba_api.stats.endpoints import playergamelog
    counter = 0  # Counter for test mode
    counter_limit = 10
    df_gls = list()
    for pid in pid_list:
        df_gl = playergamelog.PlayerGameLog(season=season_suffix, player_id=pid).player_game_log.get_data_frame()
        if len(df_gl) == 0:
            logger.warning(f'No games fetched for player {pid} in {season_suffix}!!')
        else:
            df_gls.append(df_gl)
            logger.info(f'Found game logs for {pid} in {season_suffix} with {len(df_gl)} games')
        if test_mode:
            counter += 1
            if counter >= counter_limit:  # Limit for test mode
                break

    if len(df_gls) > 0:
        df_gl = pd.concat(df_gls)
    else:
        df_gl = None
    return df_gl