def setUp(self):
self.season_2019_totals = requests.get(
'https://www.basketball-reference.com/leagues/NBA_2019_advanced.html'
).text
self.parser = PlayerAdvancedSeasonTotalsParser(
position_abbreviation_parser=PositionAbbreviationParser(
abbreviations_to_positions=POSITION_ABBREVIATIONS_TO_POSITION
),
team_abbreviation_parser=TeamAbbreviationParser(
abbreviations_to_teams=TEAM_ABBREVIATIONS_TO_TEAM,
),
)
self.season_2019_totals_table = PlayerAdvancedSeasonTotalsTable(html=html.fromstring(self.season_2019_totals))
def players_advanced_season_totals(season_end_year):
url = '{BASE_URL}/leagues/NBA_{season_end_year}_advanced.html'.format(
BASE_URL=BASE_URL,
season_end_year=season_end_year,
)
response = requests.get(url=url)
response.raise_for_status()
table = PlayerAdvancedSeasonTotalsTable(
html=html.fromstring(response.content))
parser = PlayerAdvancedSeasonTotalsParser(
team_abbreviation_parser=TeamAbbreviationParser(
abbreviations_to_teams=TEAM_ABBREVIATIONS_TO_TEAM),
position_abbreviation_parser=PositionAbbreviationParser(
abbreviations_to_positions=POSITION_ABBREVIATIONS_TO_POSITION))
return parser.parse(table.rows)
class TestPlayersAdvancedSeasonTotals(TestCase):
def setUp(self):
self.season_2019_totals = requests.get(
'https://www.basketball-reference.com/leagues/NBA_2019_advanced.html'
).text
self.parser = PlayerAdvancedSeasonTotalsParser(
position_abbreviation_parser=PositionAbbreviationParser(
abbreviations_to_positions=POSITION_ABBREVIATIONS_TO_POSITION
),
team_abbreviation_parser=TeamAbbreviationParser(
abbreviations_to_teams=TEAM_ABBREVIATIONS_TO_TEAM,
),
)
self.season_2019_totals_table = PlayerAdvancedSeasonTotalsTable(html=html.fromstring(self.season_2019_totals))
def test_2019_jimmy_butler_season_totals(self):
parsed_season_totals = self.parser.parse(totals=self.season_2019_totals_table.rows)
philly_jimmy_butler = parsed_season_totals[94]
self.assertEqual(philly_jimmy_butler["slug"], "butleji01")
self.assertEqual(philly_jimmy_butler["name"], "Jimmy Butler")
self.assertEqual(philly_jimmy_butler["positions"], [Position.SMALL_FORWARD])
self.assertEqual(philly_jimmy_butler["team"], Team.PHILADELPHIA_76ERS)
self.assertEqual(philly_jimmy_butler["games_played"], 55)
self.assertEqual(philly_jimmy_butler["minutes_played"], 1824)
self.assertEqual(philly_jimmy_butler["player_efficiency_rating"], 19.8)
self.assertEqual(philly_jimmy_butler["true_shooting_percentage"], 0.569)
self.assertEqual(philly_jimmy_butler["three_point_attempt_rate"], 0.198)
self.assertEqual(philly_jimmy_butler["free_throw_attempt_rate"], 0.407)
self.assertEqual(philly_jimmy_butler["offensive_rebound_percentage"], 6.3)
self.assertEqual(philly_jimmy_butler["defensive_rebound_percentage"], 10.4)
self.assertEqual(philly_jimmy_butler["total_rebound_percentage"], 8.4)
self.assertEqual(philly_jimmy_butler["assist_percentage"], 18.0)
self.assertEqual(philly_jimmy_butler["steal_percentage"], 2.6)
self.assertEqual(philly_jimmy_butler["block_percentage"], 1.2)
self.assertEqual(philly_jimmy_butler["turnover_percentage"], 8.4)
self.assertEqual(philly_jimmy_butler["usage_percentage"], 22.1)
self.assertEqual(philly_jimmy_butler["offensive_win_shares"], 4.4)
self.assertEqual(philly_jimmy_butler["defensive_win_shares"], 2.1)
self.assertEqual(philly_jimmy_butler["win_shares"], 6.6)
self.assertEqual(philly_jimmy_butler["win_shares_per_48_minutes"], 0.172)
self.assertEqual(philly_jimmy_butler["offensive_box_plus_minus"], 2.4)
self.assertEqual(philly_jimmy_butler["defensive_box_plus_minus"], 0.5)
self.assertEqual(philly_jimmy_butler["box_plus_minus"], 2.9)
self.assertEqual(philly_jimmy_butler["value_over_replacement_player"], 2.3)
def __init__(self):
self.team_abbreviation_parser = TeamAbbreviationParser(
abbreviations_to_teams=TEAM_ABBREVIATIONS_TO_TEAM)
self.league_abbreviation_parser = LeagueAbbreviationParser(
abbreviations_to_league=LEAGUE_ABBREVIATIONS_TO_LEAGUE)
self.location_abbreviation_parser = LocationAbbreviationParser(
abbreviations_to_locations=LOCATION_ABBREVIATIONS_TO_POSITION, )
self.outcome_abbreviation_parser = OutcomeAbbreviationParser(
abbreviations_to_outcomes=OUTCOME_ABBREVIATIONS_TO_OUTCOME, )
self.outcome_parser = PlayerBoxScoreOutcomeParser(
outcome_abbreviation_parser=self.outcome_abbreviation_parser)
self.period_details_parser = PeriodDetailsParser(
regulation_periods_count=4)
self.period_timestamp_parser = PeriodTimestampParser(
timestamp_format=ParserService.PLAY_BY_PLAY_TIMESTAMP_FORMAT)
self.position_abbreviation_parser = PositionAbbreviationParser(
abbreviations_to_positions=POSITION_ABBREVIATIONS_TO_POSITION, )
self.seconds_played_parser = SecondsPlayedParser()
self.scores_parser = ScoresParser(
scores_regex=ParserService.PLAY_BY_PLAY_SCORES_REGEX)
self.search_result_name_parser = SearchResultNameParser()
self.search_result_location_parser = ResourceLocationParser(
resource_location_regex=ParserService.
SEARCH_RESULT_RESOURCE_LOCATION_REGEX)
self.team_name_parser = TeamNameParser(
team_names_to_teams=TEAM_NAME_TO_TEAM)
self.play_by_plays_parser = PlayByPlaysParser(
period_details_parser=self.period_details_parser,
period_timestamp_parser=self.period_timestamp_parser,
scores_parser=self.scores_parser,
)
self.player_box_scores_parser = PlayerBoxScoresParser(
team_abbreviation_parser=self.team_abbreviation_parser,
location_abbreviation_parser=self.location_abbreviation_parser,
outcome_abbreviation_parser=self.outcome_abbreviation_parser,
seconds_played_parser=self.seconds_played_parser)
self.player_data_parser = PlayerDataParser(
search_result_location_parser=self.search_result_location_parser,
league_abbreviation_parser=self.league_abbreviation_parser,
)
self.player_season_box_scores_parser = PlayerSeasonBoxScoresParser(
team_abbreviation_parser=self.team_abbreviation_parser,
location_abbreviation_parser=self.location_abbreviation_parser,
outcome_parser=self.outcome_parser,
seconds_played_parser=self.seconds_played_parser)
self.player_season_totals_parser = PlayerSeasonTotalsParser(
position_abbreviation_parser=self.position_abbreviation_parser,
team_abbreviation_parser=self.team_abbreviation_parser,
)
self.player_advanced_season_totals_parser = PlayerAdvancedSeasonTotalsParser(
team_abbreviation_parser=self.team_abbreviation_parser,
position_abbreviation_parser=self.position_abbreviation_parser,
)
self.scheduled_start_time_parser = ScheduledStartTimeParser()
self.scheduled_games_parser = ScheduledGamesParser(
start_time_parser=self.scheduled_start_time_parser,
team_name_parser=self.team_name_parser,
)
self.search_results_parser = SearchResultsParser(
search_result_name_parser=self.search_result_name_parser,
search_result_location_parser=self.search_result_location_parser,
league_abbreviation_parser=self.league_abbreviation_parser,
)
self.team_totals_parser = TeamTotalsParser(
team_abbreviation_parser=self.team_abbreviation_parser)
self.division_name_parser = DivisionNameParser(divisions=Division)
self.team_standings_parser = TeamStandingsParser(teams=Team)
self.conference_division_standings_parser = ConferenceDivisionStandingsParser(
division_name_parser=self.division_name_parser,
team_standings_parser=self.team_standings_parser,
divisions_to_conferences=DIVISIONS_TO_CONFERENCES,
)
class ParserService:
PLAY_BY_PLAY_TIMESTAMP_FORMAT = "%M:%S.%f"
PLAY_BY_PLAY_SCORES_REGEX = "(?P<away_team_score>[0-9]+)-(?P<home_team_score>[0-9]+)"
SEARCH_RESULT_RESOURCE_LOCATION_REGEX = '(https?:\/\/www\.basketball-reference\.com\/)?(?P<resource_type>.+?(?=\/)).*\/(?P<resource_identifier>.+).html'
def __init__(self):
self.team_abbreviation_parser = TeamAbbreviationParser(
abbreviations_to_teams=TEAM_ABBREVIATIONS_TO_TEAM)
self.league_abbreviation_parser = LeagueAbbreviationParser(
abbreviations_to_league=LEAGUE_ABBREVIATIONS_TO_LEAGUE)
self.location_abbreviation_parser = LocationAbbreviationParser(
abbreviations_to_locations=LOCATION_ABBREVIATIONS_TO_POSITION, )
self.outcome_abbreviation_parser = OutcomeAbbreviationParser(
abbreviations_to_outcomes=OUTCOME_ABBREVIATIONS_TO_OUTCOME, )
self.outcome_parser = PlayerBoxScoreOutcomeParser(
outcome_abbreviation_parser=self.outcome_abbreviation_parser)
self.period_details_parser = PeriodDetailsParser(
regulation_periods_count=4)
self.period_timestamp_parser = PeriodTimestampParser(
timestamp_format=ParserService.PLAY_BY_PLAY_TIMESTAMP_FORMAT)
self.position_abbreviation_parser = PositionAbbreviationParser(
abbreviations_to_positions=POSITION_ABBREVIATIONS_TO_POSITION, )
self.seconds_played_parser = SecondsPlayedParser()
self.scores_parser = ScoresParser(
scores_regex=ParserService.PLAY_BY_PLAY_SCORES_REGEX)
self.search_result_name_parser = SearchResultNameParser()
self.search_result_location_parser = ResourceLocationParser(
resource_location_regex=ParserService.
SEARCH_RESULT_RESOURCE_LOCATION_REGEX)
self.team_name_parser = TeamNameParser(
team_names_to_teams=TEAM_NAME_TO_TEAM)
self.play_by_plays_parser = PlayByPlaysParser(
period_details_parser=self.period_details_parser,
period_timestamp_parser=self.period_timestamp_parser,
scores_parser=self.scores_parser,
)
self.player_box_scores_parser = PlayerBoxScoresParser(
team_abbreviation_parser=self.team_abbreviation_parser,
location_abbreviation_parser=self.location_abbreviation_parser,
outcome_abbreviation_parser=self.outcome_abbreviation_parser,
seconds_played_parser=self.seconds_played_parser)
self.player_data_parser = PlayerDataParser(
search_result_location_parser=self.search_result_location_parser,
league_abbreviation_parser=self.league_abbreviation_parser,
)
self.player_season_box_scores_parser = PlayerSeasonBoxScoresParser(
team_abbreviation_parser=self.team_abbreviation_parser,
location_abbreviation_parser=self.location_abbreviation_parser,
outcome_parser=self.outcome_parser,
seconds_played_parser=self.seconds_played_parser)
self.player_season_totals_parser = PlayerSeasonTotalsParser(
position_abbreviation_parser=self.position_abbreviation_parser,
team_abbreviation_parser=self.team_abbreviation_parser,
)
self.player_advanced_season_totals_parser = PlayerAdvancedSeasonTotalsParser(
team_abbreviation_parser=self.team_abbreviation_parser,
position_abbreviation_parser=self.position_abbreviation_parser,
)
self.scheduled_start_time_parser = ScheduledStartTimeParser()
self.scheduled_games_parser = ScheduledGamesParser(
start_time_parser=self.scheduled_start_time_parser,
team_name_parser=self.team_name_parser,
)
self.search_results_parser = SearchResultsParser(
search_result_name_parser=self.search_result_name_parser,
search_result_location_parser=self.search_result_location_parser,
league_abbreviation_parser=self.league_abbreviation_parser,
)
self.team_totals_parser = TeamTotalsParser(
team_abbreviation_parser=self.team_abbreviation_parser)
self.division_name_parser = DivisionNameParser(divisions=Division)
self.team_standings_parser = TeamStandingsParser(teams=Team)
self.conference_division_standings_parser = ConferenceDivisionStandingsParser(
division_name_parser=self.division_name_parser,
team_standings_parser=self.team_standings_parser,
divisions_to_conferences=DIVISIONS_TO_CONFERENCES,
)
def parse_division_standings(self, standings):
return self.conference_division_standings_parser.parse(
division_standings=standings)
def parse_play_by_plays(self, play_by_plays, away_team_name,
home_team_name):
return self.play_by_plays_parser.parse(
play_by_plays=play_by_plays,
away_team=self.team_name_parser.parse_team_name(
team_name=away_team_name),
home_team=self.team_name_parser.parse_team_name(
team_name=home_team_name),
)
def parse_player_box_scores(self, box_scores):
return self.player_box_scores_parser.parse(box_scores=box_scores)
def parse_player_season_box_scores(self, box_scores):
return self.player_season_box_scores_parser.parse(
box_scores=box_scores)
def parse_player_advanced_season_totals_parser(self, totals):
return self.player_advanced_season_totals_parser.parse(totals=totals)
def parse_player_season_totals(self, totals):
return self.player_season_totals_parser.parse(totals=totals)
def parse_scheduled_games(self, games):
return self.scheduled_games_parser.parse_games(games)
def parse_team_totals(self, first_team_totals, second_team_totals):
return self.team_totals_parser.parse(
first_team_totals=first_team_totals,
second_team_totals=second_team_totals)
def parse_player_search_results(self, nba_aba_baa_players):
return self.search_results_parser.parse(
nba_aba_baa_players=nba_aba_baa_players)
def parse_player_data(self, player):
return self.player_data_parser.parse(player=player)