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_returns_no_rows_when_all_rows_are_combined_totals_rows(self, _):
first_html_row = MagicMock()
html_rows = [first_html_row]
self.html.xpath = MagicMock(return_value=html_rows)
rows = PlayerAdvancedSeasonTotalsTable(self.html).get_rows()
self.assertTrue(0 == len(rows))
def players_advanced_season_totals(self,
season_end_year,
include_combined_values=False):
url = '{BASE_URL}/leagues/NBA_{season_end_year}_advanced.html'.format(
BASE_URL=HTTPService.BASE_URL,
season_end_year=season_end_year,
)
response = requests.get(url=url)
response.raise_for_status()
table = PlayerAdvancedSeasonTotalsTable(
html=html.fromstring(response.content))
return self.parser.parse_player_advanced_season_totals_parser(
totals=table.get_rows(include_combined_values))
def players_advanced_season_totals(season_end_year, include_combined_values=False):
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.get_rows(include_combined_values))
def test_rows_query_after_stripping_whitespace(self):
self.assertEqual(
"""
//table[@id="advanced_stats"]
/tbody
/tr[
contains(@class, "full_table") or
contains(@class, "italic_text partial_table")
and not(contains(@class, "rowSum"))
]
""".strip(),
PlayerAdvancedSeasonTotalsTable(html=self.html).rows_query.strip(),
)
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_philly_season_totals(self):
parsed_season_totals = self.parser.parse(totals=self.season_2019_totals_table.get_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"], 0.7)
self.assertEqual(philly_jimmy_butler["box_plus_minus"], 3.1)
self.assertEqual(philly_jimmy_butler["value_over_replacement_player"], 2.4)
def test_2019_jimmy_butler_combined_season_totals(self):
parsed_season_totals = self.parser.parse(totals=self.season_2019_totals_table.get_rows(include_combined_totals=True))
philly_jimmy_butler = parsed_season_totals[102]
self.assertEqual(philly_jimmy_butler["slug"], "butleji01")
self.assertEqual(philly_jimmy_butler["name"], "Jimmy Butler")
self.assertEqual(philly_jimmy_butler["positions"], [Position.SMALL_FORWARD, Position.SHOOTING_GUARD])
self.assertEqual(philly_jimmy_butler["team"], None)
self.assertEqual(philly_jimmy_butler["games_played"], 65)
self.assertEqual(philly_jimmy_butler["minutes_played"], 2185)
self.assertEqual(philly_jimmy_butler["player_efficiency_rating"], 20.2)
self.assertEqual(philly_jimmy_butler["true_shooting_percentage"], 0.571)
self.assertEqual(philly_jimmy_butler["three_point_attempt_rate"], 0.213)
self.assertEqual(philly_jimmy_butler["free_throw_attempt_rate"], 0.404)
self.assertEqual(philly_jimmy_butler["offensive_rebound_percentage"], 6.0)
self.assertEqual(philly_jimmy_butler["defensive_rebound_percentage"], 10.5)
self.assertEqual(philly_jimmy_butler["total_rebound_percentage"], 8.3)
self.assertEqual(philly_jimmy_butler["assist_percentage"], 18.0)
self.assertEqual(philly_jimmy_butler["steal_percentage"], 2.7)
self.assertEqual(philly_jimmy_butler["block_percentage"], 1.4)
self.assertEqual(philly_jimmy_butler["turnover_percentage"], 8.2)
self.assertEqual(philly_jimmy_butler["usage_percentage"], 22.3)
self.assertEqual(philly_jimmy_butler["offensive_win_shares"], 5.4)
self.assertEqual(philly_jimmy_butler["defensive_win_shares"], 2.5)
self.assertEqual(philly_jimmy_butler["win_shares"], 7.9)
self.assertEqual(philly_jimmy_butler["win_shares_per_48_minutes"], 0.173)
self.assertEqual(philly_jimmy_butler["offensive_box_plus_minus"], 2.8)
self.assertEqual(philly_jimmy_butler["defensive_box_plus_minus"], 0.9)
self.assertEqual(philly_jimmy_butler["box_plus_minus"], 3.7)
self.assertEqual(philly_jimmy_butler["value_over_replacement_player"], 3.2)