def setUp(self):
self.data_handler = dvoa_local_data_handler()
self.dvoa_stat = nfl_dvoa_stats(local_stats=True)
def __init__(self, home_team, away_team, season, week):
# the week passed in constructor is the week we are making the example
# for so we do not include that week in the calculations for averages
# etc.
#
# this also applies for retrieving dvoa values. If the example we are
# making is in week 8, then we want the dvoa values from week 7.
#
# WARNING: there will be trouble making examples if team abrevs in
# the data set are not consistent. So, if NWE is used, it cannot be
# sometimes used as NE. another example would be KAN and KC.
self.home_team = home_team
self.away_team = away_team
self.dvoa_home_team = nfl_dvoa_stats().convert_team_name(home_team, season)
self.dvoa_away_team = nfl_dvoa_stats().convert_team_name(away_team, season)
self.season = season
self.week = week
self.home_team_history = nfl_team_season_history()
self.away_team_history = nfl_team_season_history()
self.dvoa_stat_handler = nfl_dvoa_stats(local_stats=True)
# reminder, we don't want to include self.week's games, just "up to" that week.
self.home_team_game_list = self.home_team_history.get_games_up_to_specific_week(home_team, season, week - 1)
self.home_team_average_stats = self.home_team_history.calculate_averages(home_team, self.home_team_game_list)
self.home_team_average_stats = self.append_string_to_dictionary_keys(
"HOME", self.home_team_average_stats.stat_dict
)
self.home_team_dvoa_stats = self.dvoa_stat_handler.get_dvoa_stat_dict(self.dvoa_home_team, season, week - 1)
self.home_team_dvoa_stats = self.append_string_to_dictionary_keys("HOME", self.home_team_dvoa_stats)
# reminder, we don't want to include self.week's games, just "up to" that week.
self.away_team_game_list = self.away_team_history.get_games_up_to_specific_week(away_team, season, week - 1)
self.away_team_average_stats = self.away_team_history.calculate_averages(away_team, self.away_team_game_list)
self.away_team_average_stats = self.append_string_to_dictionary_keys(
"AWAY", self.away_team_average_stats.stat_dict
)
self.away_team_dvoa_stats = self.dvoa_stat_handler.get_dvoa_stat_dict(self.dvoa_away_team, season, week - 1)
self.away_team_dvoa_stats = self.append_string_to_dictionary_keys("AWAY", self.away_team_dvoa_stats)
self.example_data_dict = self.home_team_average_stats.copy()
self.example_data_dict.update(self.home_team_dvoa_stats)
self.example_data_dict.update(self.away_team_average_stats)
self.example_data_dict.update(self.away_team_dvoa_stats)
self.example_data_dict["HOMEteam"] = home_team
self.example_data_dict["AWAYteam"] = away_team
scores = self.home_team_history.get_score(home_team, away_team, week, season)
# storing scores as strings like everything else should be
self.example_data_dict["HOMEscore"] = str(scores["HOMEscore"])
self.example_data_dict["AWAYscore"] = str(scores["AWAYscore"])
# will probably be nice to know week and season in each example
self.example_data_dict["Week"] = str(self.week)
self.example_data_dict["Season"] = str(self.season)
self.example = collections.OrderedDict(sorted(self.example_data_dict.items()))
self.ordered_example_keys = list(self.example.keys())
def setUp(self):
self.data_handler = dvoa_data_server_handler()
self.dvoa_stat = nfl_dvoa_stats()
