def test_mlb_boxscore_string_representation(self):
expected = ('Boxscore for Detroit Tigers at Boston Red Sox (Thursday, '
'June 7, 2018)')
boxscore = Boxscore(BOXSCORE)
assert boxscore.__repr__() == expected
def test_mlb_boxscore_player(self):
boxscore = Boxscore(BOXSCORE)
assert len(boxscore.home_players) == 13
assert len(boxscore.away_players) == 13
for player in boxscore.home_players:
assert not player.dataframe.empty
for player in boxscore.away_players:
assert not player.dataframe.empty
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 class="linescore nohover stats_table no_freeze">
<tbody>
<tr>
<td class="center"></td>
<td class="center"></td>
<td class="center"></td>
<td class="center"></td>
</tr>
<tr>
<td class="center"></td>
<td class="center"></td>
<td class="center"></td>
<td class="center"></td>
</tr>
</tbody>
</table>"""))
assert result == {'away': [None], 'home': [None]}
abr = team.abbreviation
sched = Schedule(abr)
#open csv
#get the last row month and day
fname = abr + '.csv'
old_df = pd.read_csv(fname)
new_rows = []
last_month = int(old_df.tail(1)['month'])
last_day = int(old_df.tail(1)['day'])
last_date = datetime(today.year, last_month, last_day)
for game in sched:
if game.datetime > last_date and len(game.boxscore_index) == 16:
new_rows.append(Boxscore(game.boxscore_index).dataframe)
if len(new_rows) == 0:
continue
elif len(new_rows) == 1:
new_df = new_rows[0]
else:
new_df = pd.concat(new_rows, ignore_index=True)
del new_df['attendance']
for col in new_df:
if col[:4] == 'away':
new_df[col[5:]] = np.where(
new_df['venue'] == new_df['venue'].mode()[0],
new_df["home" + col[4:]], new_df[col])
del new_df["home" + col[4:]]
def setup_method(self, *args, **kwargs):
self.results = {
'date': 'Thursday, June 7, 2018',
'time': '7:10 p.m. ET',
'attendance': 36556,
'venue': 'Fenway Park',
'time_of_day': NIGHT,
'duration': '2:55',
'winner': AWAY,
'winning_name': 'Detroit Tigers',
'winning_abbr': 'DET',
'losing_name': 'Boston Red Sox',
'losing_abbr': 'BOS',
'away_at_bats': 37,
'away_runs': 7,
'away_hits': 10,
'away_rbi': 7,
'away_earned_runs': 7.0,
'away_bases_on_balls': 3,
'away_strikeouts': 11,
'away_plate_appearances': 40,
'away_batting_average': .270,
'away_on_base_percentage': .325,
'away_slugging_percentage': .486,
'away_on_base_plus': .811,
'away_pitches': 141,
'away_strikes': 109,
'away_win_probability_for_offensive_player': .315,
'away_average_leverage_index': .46,
'away_win_probability_added': .551,
'away_win_probability_subtracted': -.236,
'away_base_out_runs_added': 2.2,
'away_putouts': 27,
'away_assists': 9,
'away_innings_pitched': 9,
'away_home_runs': 1,
'away_strikes_by_contact': 68,
'away_strikes_swinging': 14,
'away_strikes_looking': 27,
'away_grounded_balls': 13,
'away_fly_balls': 13,
'away_line_drives': 6,
'away_unknown_bat_type': 0,
'away_game_score': 59,
'away_inherited_runners': 1,
'away_inherited_score': 0,
'away_win_probability_by_pitcher': .184,
'away_average_leverage_index': .71,
'away_base_out_runs_saved': 2.8,
'home_at_bats': 33,
'home_runs': 2,
'home_hits': 7,
'home_rbi': 2,
'home_earned_runs': 2.0,
'home_bases_on_balls': 5,
'home_strikeouts': 8,
'home_plate_appearances': 38,
'home_batting_average': .212,
'home_on_base_percentage': .316,
'home_slugging_percentage': .364,
'home_on_base_plus': .679,
'home_pitches': 157,
'home_strikes': 83,
'home_win_probability_for_offensive_player': -.184,
'home_average_leverage_index': .71,
'home_win_probability_added': .368,
'home_win_probability_subtracted': -.552,
'home_base_out_runs_added': -2.8,
'home_putouts': 27,
'home_assists': 9,
'home_innings_pitched': 9,
'home_home_runs': 1,
'home_strikes_by_contact': 45,
'home_strikes_swinging': 12,
'home_strikes_looking': 26,
'home_grounded_balls': 9,
'home_fly_balls': 16,
'home_line_drives': 7,
'home_unknown_bat_type': 0,
'home_game_score': 25,
'home_inherited_runners': 0,
'home_inherited_score': 0,
'home_win_probability_by_pitcher': -.317,
'home_average_leverage_index': .46,
'home_base_out_runs_saved': -2.2
}
flexmock(utils) \
.should_receive('_todays_date') \
.and_return(MockDateTime(YEAR, MONTH))
self.boxscore = Boxscore(BOXSCORE)
def boxscore(self):
"""
Returns an instance of the Boxscore class containing more detailed
stats on the game.
"""
return Boxscore(self._boxscore)
# use .loc[] to access a single ron
for team in Teams():
print(team.name)
schedule = team.schedule # Request the current team's schedule
for game in schedule:
print(game.date, game.points_scored, game.points_allowed)
# different way to access schedule
houston_schedule = Schedule('HOU')
for game in houston_schedule:
print(game.date, game.points_scored, game.points_allowed)
# get boxscores
game_data = Boxscore('BOS/BOS201808020')
print(game_data.away_runs, game_data.home_runs)
print(game_data.dataframe)
# different way to get boxscores
houston_schedule = Schedule('HOU')
for game in houston_schedule:
print(game.boxscore_index) # Prints the boxscore URI for each game
# Returns an instance of the Boxscore class for this specific game
boxscore = game.boxscore
# get stats on a player
zetterberg = Player('zettehe01')
zetterberg('2017-18')
def setup_method(self, *args, **kwargs):
flexmock(Boxscore) \
.should_receive('_parse_game_data') \
.and_return(None)
self.boxscore = Boxscore(None)
class TestMLBBoxscore:
@patch('requests.get', side_effect=mock_pyquery)
def setup_method(self, *args, **kwargs):
flexmock(Boxscore) \
.should_receive('_parse_game_data') \
.and_return(None)
self.boxscore = Boxscore(None)
def test_away_team_wins(self):
fake_away_runs = PropertyMock(return_value=6)
fake_home_runs = PropertyMock(return_value=3)
type(self.boxscore)._away_runs = fake_away_runs
type(self.boxscore)._home_runs = fake_home_runs
assert self.boxscore.winner == AWAY
def test_home_team_wins(self):
fake_away_runs = PropertyMock(return_value=3)
fake_home_runs = PropertyMock(return_value=6)
type(self.boxscore)._away_runs = fake_away_runs
type(self.boxscore)._home_runs = fake_home_runs
assert self.boxscore.winner == HOME
def test_winning_name_is_home(self):
expected_name = 'Home Name'
fake_winner = PropertyMock(return_value=HOME)
fake_home_name = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._home_name = fake_home_name
assert self.boxscore.winning_name == expected_name
def test_winning_name_is_away(self):
expected_name = 'Away Name'
fake_winner = PropertyMock(return_value=AWAY)
fake_away_name = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._away_name = fake_away_name
assert self.boxscore.winning_name == expected_name
def test_winning_abbr_is_home(self):
expected_name = 'HOME'
flexmock(utils) \
.should_receive('_parse_abbreviation') \
.and_return(expected_name)
fake_winner = PropertyMock(return_value=HOME)
fake_home_abbr = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._home_abbr = fake_home_abbr
assert self.boxscore.winning_abbr == expected_name
def test_winning_abbr_is_away(self):
expected_name = 'AWAY'
flexmock(utils) \
.should_receive('_parse_abbreviation') \
.and_return(expected_name)
fake_winner = PropertyMock(return_value=AWAY)
fake_away_abbr = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._away_abbr = fake_away_abbr
assert self.boxscore.winning_abbr == expected_name
def test_losing_name_is_home(self):
expected_name = 'Home Name'
fake_winner = PropertyMock(return_value=AWAY)
fake_home_name = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._home_name = fake_home_name
assert self.boxscore.losing_name == expected_name
def test_losing_name_is_away(self):
expected_name = 'Away Name'
fake_winner = PropertyMock(return_value=HOME)
fake_away_name = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._away_name = fake_away_name
assert self.boxscore.losing_name == expected_name
def test_losing_abbr_is_home(self):
expected_name = 'HOME'
flexmock(utils) \
.should_receive('_parse_abbreviation') \
.and_return(expected_name)
fake_winner = PropertyMock(return_value=AWAY)
fake_home_abbr = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._home_abbr = fake_home_abbr
assert self.boxscore.losing_abbr == expected_name
def test_losing_abbr_is_away(self):
expected_name = 'AWAY'
flexmock(utils) \
.should_receive('_parse_abbreviation') \
.and_return(expected_name)
fake_winner = PropertyMock(return_value=HOME)
fake_away_abbr = PropertyMock(return_value=MockName(expected_name))
type(self.boxscore).winner = fake_winner
type(self.boxscore)._away_abbr = fake_away_abbr
assert self.boxscore.losing_abbr == expected_name
def test_invalid_url_returns_none(self):
result = Boxscore(None)._retrieve_html_page('')
assert result is None
def test_mlb_game_info(self):
fields = {
'attendance': 26340,
'date': 'Monday, July 9, 2018',
'time': '4:05 p.m. ET',
'venue': 'Oriole Park at Camden Yards',
'duration': '2:55',
'time_of_day': 'Night'
}
mock_field = """Monday, July 9, 2018
Start Time: 4:05 p.m. ET
Attendance: 26,340
Venue: Oriole Park at Camden Yards
Game Duration: 2:55
Night Game, on grass
"""
m = MockBoxscoreData(MockField(mock_field))
self.boxscore._parse_game_date_and_location(m)
for field, value in fields.items():
assert getattr(self.boxscore, field) == value
def test_mlb_first_game_double_header_info(self):
fields = {
'attendance': None,
'date': 'Monday, July 9, 2018',
'time': '4:05 p.m. ET',
'venue': 'Oriole Park at Camden Yards',
'duration': '2:55',
'time_of_day': 'Night'
}
mock_field = """Monday, July 9, 2018
Start Time: 4:05 p.m. ET
Venue: Oriole Park at Camden Yards
Game Duration: 2:55
Night Game, on grass
First game of doubleheader
"""
m = MockBoxscoreData(MockField(mock_field))
self.boxscore._parse_game_date_and_location(m)
for field, value in fields.items():
assert getattr(self.boxscore, field) == value
def test_mlb_second_game_double_header_info(self):
fields = {
'attendance': 26340,
'date': 'Monday, July 9, 2018',
'attendance': 26340,
'venue': 'Oriole Park at Camden Yards',
'duration': '3:13',
'time_of_day': 'Night'
}
mock_field = """Monday, July 9, 2018
Attendance: 26,340
Venue: Oriole Park at Camden Yards
Game Duration: 3:13
Night Game, on grass
Second game of doubleheader
"""
m = MockBoxscoreData(MockField(mock_field))
self.boxscore._parse_game_date_and_location(m)
for field, value in fields.items():
assert getattr(self.boxscore, field) == value
def test_mlb_limited_game_info(self):
fields = {
'attendance': 19043,
'date': 'Sunday, June 28, 1970',
'time': None,
'venue': 'Robert F. Kennedy Stadium',
'duration': '3:43',
'time_of_day': 'Day'
}
mock_field = """Sunday, June 28, 1970
Attendance: 19,043
Venue: Robert F. Kennedy Stadium
Game Duration: 3:43
Day Game, on grass
"""
m = MockBoxscoreData(MockField(mock_field))
self.boxscore._parse_game_date_and_location(m)
for field, value in fields.items():
assert getattr(self.boxscore, field) == value
def test_invalid_away_inherited_runners_returns_default(self):
mock_runners = PropertyMock(return_value='')
type(self.boxscore)._away_inherited_runners = mock_runners
assert self.boxscore.away_inherited_runners is None
def test_invalid_away_inherited_score_returns_default(self):
mock_score = PropertyMock(return_value='')
type(self.boxscore)._away_inherited_score = mock_score
assert self.boxscore.away_inherited_score is None
def test_invalid_home_inherited_runners_returns_default(self):
mock_runners = PropertyMock(return_value='')
type(self.boxscore)._home_inherited_runners = mock_runners
assert self.boxscore.home_inherited_runners is None
def test_invalid_home_inherited_score_returns_default(self):
mock_score = PropertyMock(return_value='')
type(self.boxscore)._home_inherited_score = mock_score
assert self.boxscore.home_inherited_score is None
def test_no_class_information_returns_dataframe_of_none(self):
mock_runs = PropertyMock(return_value=None)
type(self.boxscore)._away_runs = mock_runs
type(self.boxscore)._home_runs = mock_runs
assert self.boxscore.dataframe is None
def test_attendance_with_empty_string(self):
fake_attendance = PropertyMock(return_value='')
type(self.boxscore)._attendance = fake_attendance
assert self.boxscore.attendance is None
def test_night_game_returns_night(self):
fake_time_of_day = PropertyMock(return_value='night game on grass')
type(self.boxscore)._time_of_day = fake_time_of_day
assert self.boxscore.time_of_day == NIGHT
def test_night_game_returns_night(self):
fake_time_of_day = PropertyMock(return_value='day game on grass')
type(self.boxscore)._time_of_day = fake_time_of_day
assert self.boxscore.time_of_day == DAY
def test_invalid_url_returns_none(self):
result = Boxscore(None)._retrieve_html_page('')
assert result is None