def get_adv_boxscores(start, end):
df = get_year_boxscores(start, end)
if len(df) > 0:
ids = get_year_boxscores(
start, end)['boxscore'] if len(df) > 0 else pd.Series([])
df = pd.concat([Boxscore(id).dataframe for id in ids])
df['date'] = df['date'].apply(
lambda x: datetime.strptime(x, '%B %d, %Y'))
return df
def test_invalid_url_yields_empty_class(self):
flexmock(Boxscore) \
.should_receive('_retrieve_html_page') \
.and_return(None)
boxscore = Boxscore(BOXSCORE)
for key, value in boxscore.__dict__.items():
if key == '_uri':
continue
assert value is None
def test_game_summary_with_no_scores_returns_none(self):
result = Boxscore(None)._parse_summary(pq(
"""<table id="line-score">
<tbody>
<tr>
<td class="right"></td>
<td class="right"></td>
</tr>
<tr>
<td class="right"></td>
<td class="right"></td>
</tr>
</tbody>
</table>"""
))
assert result == {
'away': [None],
'home': [None]
}
def boxscore(self):
"""
Returns an instance of the Boxscore class containing more detailed
stats on the game.
"""
return Boxscore(self._boxscore)
from sportsreference.ncaab.boxscore import Boxscore
game_data = Boxscore('2018-04-02-21-villanova')
print(game_data.home_points) # Prints 79
print(game_data.away_points) # Prints 62
df = game_data.dataframe # Returns a Pandas DataFrame of game metrics
## access individual players
for player in game_data.away_players:
print(player.name, player.player_id, player.points, player.minutes_played)
## Output:
# Muhammad-Ali Abdur-Rahkman muhammad-ali-abdur-rahkman-1 23 34
# Zavier Simpson zavier-simpson-1 10 34
# Moritz Wagner moritz-wagner-1 16 33
# Charles Matthews charles-matthews-1 6 33
# Isaiah Livers isaiah-livers-1 0 20
# Duncan Robinson duncan-robinson-1 0 22
# Jordan Poole jordan-poole-1 3 10
# Jon Teske jon-teske-1 2 7
# Jaaron Simmons jaaron-simmons-1 0 3
# Eli Brooks eli-brooks-1 0 3
# Ibi Watson ibi-watson-1 2 1
# Austin Davis austin-davis-1 0 0
# C.J. Baird cj-baird-1 0 0
def setup_method(self, *args, **kwargs):
self.results = {
'date': 'November 24, 2017',
'location': 'Imperial Arena at Atlantis Resort, Paradise Island',
'winner': HOME,
'winning_name': 'Purdue',
'winning_abbr': 'PURDUE',
'losing_name': 'Arizona',
'losing_abbr': 'ARIZONA',
'pace': 71.8,
'away_ranking': 2,
'away_win_percentage': .500,
'away_wins': 3,
'away_losses': 3,
'away_minutes_played': 200,
'away_field_goals': 25,
'away_field_goal_attempts': 59,
'away_field_goal_percentage': .424,
'away_two_point_field_goals': 22,
'away_two_point_field_goal_attempts': 42,
'away_two_point_field_goal_percentage': .524,
'away_three_point_field_goals': 3,
'away_three_point_field_goal_attempts': 17,
'away_three_point_field_goal_percentage': .176,
'away_free_throws': 11,
'away_free_throw_attempts': 16,
'away_free_throw_percentage': .688,
'away_offensive_rebounds': 6,
'away_defensive_rebounds': 16,
'away_total_rebounds': 22,
'away_assists': 13,
'away_steals': 4,
'away_blocks': 3,
'away_turnovers': 11,
'away_personal_fouls': 20,
'away_points': 64,
'away_true_shooting_percentage': .480,
'away_effective_field_goal_percentage': .449,
'away_three_point_attempt_rate': .288,
'away_free_throw_attempt_rate': .271,
'away_offensive_rebound_percentage': 18.8,
'away_defensive_rebound_percentage': 72.7,
'away_total_rebound_percentage': 40.7,
'away_assist_percentage': 52.0,
'away_steal_percentage': 5.6,
'away_block_percentage': 9.4,
'away_turnover_percentage': 14.3,
'away_offensive_rating': 88.9,
'away_defensive_rating': 123.6,
'home_ranking': 18,
'home_win_percentage': .714,
'home_wins': 5,
'home_losses': 2,
'home_minutes_played': 200,
'home_field_goals': 31,
'home_field_goal_attempts': 54,
'home_field_goal_percentage': .574,
'home_two_point_field_goals': 20,
'home_two_point_field_goal_attempts': 32,
'home_two_point_field_goal_percentage': .625,
'home_three_point_field_goals': 11,
'home_three_point_field_goal_attempts': 22,
'home_three_point_field_goal_percentage': .500,
'home_free_throws': 16,
'home_free_throw_attempts': 21,
'home_free_throw_percentage': .762,
'home_offensive_rebounds': 6,
'home_defensive_rebounds': 26,
'home_total_rebounds': 32,
'home_assists': 19,
'home_steals': 6,
'home_blocks': 7,
'home_turnovers': 14,
'home_personal_fouls': 19,
'home_points': 89,
'home_true_shooting_percentage': .696,
'home_effective_field_goal_percentage': .676,
'home_three_point_attempt_rate': .407,
'home_free_throw_attempt_rate': .389,
'home_offensive_rebound_percentage': 27.3,
'home_defensive_rebound_percentage': 81.3,
'home_total_rebound_percentage': 59.3,
'home_assist_percentage': 61.3,
'home_steal_percentage': 8.3,
'home_block_percentage': 16.7,
'home_turnover_percentage': 18.1,
'home_offensive_rating': 123.6,
'home_defensive_rating': 88.9
}
flexmock(utils) \
.should_receive('_todays_date') \
.and_return(MockDateTime(YEAR, MONTH))
self.boxscore = Boxscore('2017-11-24-21-purdue')
def setup_method(self, *args, **kwargs):
flexmock(Boxscore) \
.should_receive('_parse_game_data') \
.and_return(None)
self.boxscore = Boxscore(None)
def test_invalid_url_returns_none(self):
result = Boxscore(None)._retrieve_html_page('')
assert result is None