def parse(self, totals):
return [
{
"slug": str(total.slug),
"name": str(total.name).rstrip("*"),
"positions": self.position_abbreviation_parser.from_abbreviations(total.position_abbreviations),
"age": str_to_int(total.age, default=None),
"team": self.team_abbreviation_parser.from_abbreviation(total.team_abbreviation),
"games_played": str_to_int(total.games_played),
"minutes_played": str_to_int(total.minutes_played),
"player_efficiency_rating": str_to_float(total.player_efficiency_rating),
"true_shooting_percentage": str_to_float(total.true_shooting_percentage),
"three_point_attempt_rate": str_to_float(total.three_point_attempt_rate),
"free_throw_attempt_rate": str_to_float(total.free_throw_attempt_rate),
"offensive_rebound_percentage": str_to_float(total.offensive_rebound_percentage),
"defensive_rebound_percentage": str_to_float(total.defensive_rebound_percentage),
"total_rebound_percentage": str_to_float(total.total_rebound_percentage),
"assist_percentage": str_to_float(total.assist_percentage),
"steal_percentage": str_to_float(total.steal_percentage),
"block_percentage": str_to_float(total.block_percentage),
"turnover_percentage": str_to_float(total.turnover_percentage),
"usage_percentage": str_to_float(total.usage_percentage),
"offensive_win_shares": str_to_float(total.offensive_win_shares),
"defensive_win_shares": str_to_float(total.defensive_win_shares),
"win_shares": str_to_float(total.win_shares),
"win_shares_per_48_minutes": str_to_float(total.win_shares_per_48_minutes),
"offensive_box_plus_minus": str_to_float(total.offensive_plus_minus),
"defensive_box_plus_minus": str_to_float(total.defensive_plus_minus),
"box_plus_minus": str_to_float(total.plus_minus),
"value_over_replacement_player": str_to_float(total.value_over_replacement_player),
"is_combined_totals": total.is_combined_totals,
} for total in totals
]
def parse_player_advanced_season_total(row):
return {
"slug": str(row[1].get("data-append-csv")),
"name": str(row[1].text_content()),
"positions": parse_positions(row[2].text_content()),
"age": str_to_int(row[3].text_content(), default=None),
"team": TEAM_ABBREVIATIONS_TO_TEAM.get(row[4].text_content()),
"games_played": str_to_int(row[5].text_content()),
"minutes_played": str_to_int(row[6].text_content()),
"player_efficiency_rating": str_to_float(row[7].text_content()),
"true_shooting_percentage": str_to_float(row[8].text_content()),
"three_point_attempt_rate": str_to_float(row[9].text_content()),
"free_throw_attempt_rate": str_to_float(row[10].text_content()),
"offensive_rebound_percentage": str_to_float(row[11].text_content()),
"defensive_rebound_percentage": str_to_float(row[12].text_content()),
"total_rebound_percentage": str_to_float(row[13].text_content()),
"assist_percentage": str_to_float(row[14].text_content()),
"steal_percentage": str_to_float(row[15].text_content()),
"block_percentage": str_to_float(row[16].text_content()),
"turnover_percentage": str_to_float(row[17].text_content()),
"usage_percentage": str_to_float(row[18].text_content()),
"offensive_win_shares": str_to_float(row[20].text_content()),
"defensive_win_shares": str_to_float(row[21].text_content()),
"win_shares": str_to_float(row[22].text_content()),
"win_shares_per_48_minutes": str_to_float(row[23].text_content()),
"offensive_box_plus_minus": str_to_float(row[25].text_content()),
"defensive_box_plus_minus": str_to_float(row[26].text_content()),
"box_plus_minus": str_to_float(row[27].text_content()),
"value_over_replacement_player": str_to_float(row[28].text_content()),
}
def parse_game(row):
start_time = parse_start_time(formatted_date=row[0].text_content(), formatted_time_of_day=row[1].text_content())
return {
"start_time": start_time,
"away_team": TEAM_NAME_TO_TEAM.get(row[2].text_content().upper()),
"home_team": TEAM_NAME_TO_TEAM.get(row[4].text_content().upper()),
"away_team_score": str_to_int(row[3].text_content(), default=None),
"home_team_score": str_to_int(row[5].text_content(), default=None),
}
def parse_games(self, games):
return [
{
"start_time": self.start_time_parser.parse_start_time(
formatted_date=game.start_date,
formatted_time_of_day=game.start_time_of_day,
),
"away_team": self.team_name_parser.parse_team_name(team_name=game.away_team_name),
"home_team": self.team_name_parser.parse_team_name(team_name=game.home_team_name),
"away_team_score": str_to_int(value=game.away_team_score, default=None),
"home_team_score": str_to_int(value=game.home_team_score, default=None),
}
for game in games
]
def parse(self, box_scores):
return [
{
"date": datetime.strptime(str(box_score.date), "%Y-%m-%d").date(),
"team": self.team_abbreviation_parser.from_abbreviation(box_score.team_abbreviation),
"location": self.location_abbreviation_parser.from_abbreviation(box_score.location_abbreviation),
"opponent": self.team_abbreviation_parser.from_abbreviation(box_score.opponent_abbreviation),
"outcome": self.outcome_parser.parse_outcome(formatted_outcome=box_score.outcome),
"seconds_played": self.seconds_played_parser.parse(box_score.playing_time),
"made_field_goals": str_to_int(box_score.made_field_goals),
"attempted_field_goals": str_to_int(box_score.attempted_field_goals),
"made_three_point_field_goals": str_to_int(box_score.made_three_point_field_goals),
"attempted_three_point_field_goals": str_to_int(box_score.attempted_three_point_field_goals),
"made_free_throws": str_to_int(box_score.made_free_throws),
"attempted_free_throws": str_to_int(box_score.attempted_free_throws),
"offensive_rebounds": str_to_int(box_score.offensive_rebounds),
"defensive_rebounds": str_to_int(box_score.defensive_rebounds),
"assists": str_to_int(box_score.assists),
"steals": str_to_int(box_score.steals),
"blocks": str_to_int(box_score.blocks),
"turnovers": str_to_int(box_score.turnovers),
"personal_fouls": str_to_int(box_score.personal_fouls),
"points_scored": str_to_int(box_score.points_scored),
"game_score": str_to_float(box_score.game_score),
"plus_minus": str_to_int(box_score.plus_minus),
} for box_score in box_scores
if box_score.is_active
]
def parse(self, box_scores):
return [
{
"slug": str(box_score.slug),
"name": str(box_score.name).rstrip("*"),
"team": self.team_abbreviation_parser.from_abbreviation(box_score.team_abbreviation),
"location": self.location_abbreviation_parser.from_abbreviation(box_score.location_abbreviation),
"opponent": self.team_abbreviation_parser.from_abbreviation(box_score.opponent_abbreviation),
"outcome": self.outcome_abbreviation_parser.from_abbreviation(box_score.outcome),
"seconds_played": self.seconds_played_parser.parse(box_score.playing_time),
"made_field_goals": str_to_int(box_score.made_field_goals),
"attempted_field_goals": str_to_int(box_score.attempted_field_goals),
"made_three_point_field_goals": str_to_int(box_score.made_three_point_field_goals),
"attempted_three_point_field_goals": str_to_int(box_score.attempted_three_point_field_goals),
"made_free_throws": str_to_int(box_score.made_free_throws),
"attempted_free_throws": str_to_int(box_score.attempted_free_throws),
"offensive_rebounds": str_to_int(box_score.offensive_rebounds),
"defensive_rebounds": str_to_int(box_score.defensive_rebounds),
"assists": str_to_int(box_score.assists),
"steals": str_to_int(box_score.steals),
"blocks": str_to_int(box_score.blocks),
"turnovers": str_to_int(box_score.turnovers),
"personal_fouls": str_to_int(box_score.personal_fouls),
"game_score": str_to_float(box_score.game_score),
} for box_score in box_scores
]
def parse_totals(self, team_totals, opposing_team_totals):
current_team = self.team_abbreviation_parser.from_abbreviation(team_totals.team_abbreviation)
if str_to_int(team_totals.points) > str_to_int(opposing_team_totals.points):
outcome = Outcome.WIN
elif str_to_int(team_totals.points) < str_to_int(opposing_team_totals.points):
outcome = Outcome.LOSS
else:
outcome = None
return {
"team": current_team,
"outcome": outcome,
"minutes_played": str_to_int(team_totals.minutes_played),
"made_field_goals": str_to_int(team_totals.made_field_goals),
"attempted_field_goals": str_to_int(team_totals.attempted_field_goals),
"made_three_point_field_goals": str_to_int(team_totals.made_three_point_field_goals),
"attempted_three_point_field_goals": str_to_int(team_totals.attempted_three_point_field_goals),
"made_free_throws": str_to_int(team_totals.made_free_throws),
"attempted_free_throws": str_to_int(team_totals.attempted_free_throws),
"offensive_rebounds": str_to_int(team_totals.offensive_rebounds),
"defensive_rebounds": str_to_int(team_totals.defensive_rebounds),
"assists": str_to_int(team_totals.assists),
"steals": str_to_int(team_totals.steals),
"blocks": str_to_int(team_totals.blocks),
"turnovers": str_to_int(team_totals.turnovers),
"personal_fouls": str_to_int(team_totals.personal_fouls),
"points": str_to_int(team_totals.points),
}
def parse(self, totals):
return [
{
"slug": str(total.slug),
"name": str(total.name).rstrip("*"),
"positions": self.position_abbreviation_parser.from_abbreviations(total.position_abbreviations),
"age": str_to_int(total.age, default=None),
"team": self.team_abbreviation_parser.from_abbreviation(total.team_abbreviation),
"games_played": str_to_int(total.games_played),
"games_started": str_to_int(total.games_started),
"minutes_played": str_to_int(total.minutes_played),
"made_field_goals": str_to_int(total.made_field_goals),
"attempted_field_goals": str_to_int(total.attempted_field_goals),
"made_three_point_field_goals": str_to_int(total.made_three_point_field_goals),
"attempted_three_point_field_goals": str_to_int(total.attempted_three_point_field_goals),
"made_free_throws": str_to_int(total.made_free_throws),
"attempted_free_throws": str_to_int(total.attempted_free_throws),
"offensive_rebounds": str_to_int(total.offensive_rebounds),
"defensive_rebounds": str_to_int(total.defensive_rebounds),
"assists": str_to_int(total.assists),
"steals": str_to_int(total.steals),
"blocks": str_to_int(total.blocks),
"turnovers": str_to_int(total.turnovers),
"personal_fouls": str_to_int(total.personal_fouls),
"points": str_to_int(total.points),
} for total in totals
]
def parse_player_season_totals(row):
return {
"slug": str(row[1].get("data-append-csv")),
"name": str(row[1].text_content()),
"positions": parse_positions(row[2].text_content()),
"age": str_to_int(row[3].text_content(), default=None),
"team": TEAM_ABBREVIATIONS_TO_TEAM.get(row[4].text_content()),
"games_played": str_to_int(row[5].text_content()),
"games_started": str_to_int(row[6].text_content()),
"minutes_played": str_to_int(row[7].text_content()),
"made_field_goals": str_to_int(row[8].text_content()),
"attempted_field_goals": str_to_int(row[9].text_content()),
"made_three_point_field_goals": str_to_int(row[11].text_content()),
"attempted_three_point_field_goals":
str_to_int(row[12].text_content()),
"made_free_throws": str_to_int(row[18].text_content()),
"attempted_free_throws": str_to_int(row[19].text_content()),
"offensive_rebounds": str_to_int(row[21].text_content()),
"defensive_rebounds": str_to_int(row[22].text_content()),
"assists": str_to_int(row[24].text_content()),
"steals": str_to_int(row[25].text_content()),
"blocks": str_to_int(row[26].text_content()),
"turnovers": str_to_int(row[27].text_content()),
"personal_fouls": str_to_int(row[28].text_content()),
}
def parse_team_total(footer, team):
cells = footer.xpath('tr/td')
return {
"team": team,
"minutes_played": str_to_int(cells[0].text_content()),
"made_field_goals": str_to_int(cells[1].text_content()),
"attempted_field_goals": str_to_int(cells[2].text_content()),
"made_three_point_field_goals": str_to_int(cells[4].text_content()),
"attempted_three_point_field_goals":
str_to_int(cells[5].text_content()),
"made_free_throws": str_to_int(cells[7].text_content()),
"attempted_free_throws": str_to_int(cells[8].text_content()),
"offensive_rebounds": str_to_int(cells[10].text_content()),
"defensive_rebounds": str_to_int(cells[11].text_content()),
"assists": str_to_int(cells[13].text_content()),
"steals": str_to_int(cells[14].text_content()),
"blocks": str_to_int(cells[15].text_content()),
"turnovers": str_to_int(cells[16].text_content()),
"personal_fouls": str_to_int(cells[17].text_content()),
}
def test_whitespace_is_zero(self):
self.assertEqual(str_to_int(" "), 0)
def test_empty_string_is_zero(self):
self.assertEqual(str_to_int(""), 0)
def test_with_default(self):
self.assertIsNone(str_to_int("", default=None))
def test_stringified_number_with_trailing_whitespace_is_converted(self):
self.assertEqual(str_to_int("10 "), 10)
def test_stringified_number_is_converted(self):
self.assertEqual(str_to_int("10"), 10)
