def test_contract(self):
james = lebron_james()
assert james.contract
assert len(james.contract.years) == 3
assert all([year.season for year in james.contract.years])
assert all([year.amount for year in james.contract.years])
first_year = james.contract.years[0]
assert first_year.season == "2019-20"
assert first_year.amount == 37436858
assert first_year.option is None
third_year = james.contract.years[2]
assert third_year.season == "2021-22"
assert third_year.amount == 41002273
# assert third_year.option == "Player"
chamberlain = wilt_chamberlain()
assert not chamberlain.contract
shayok = PlayerPageScraper(get_resource("shayok.html")).get_content()
assert not shayok.contract
simons = PlayerPageScraper(
get_resource("anfernee_simons.html")).get_content()
assert simons.contract.years[0].option == "player"
assert simons.contract.years[1].option == "early termination"
assert simons.contract.years[2].option == "team"
def test_scrape(self):
s = PlayerListScraper(get_resource("w.html"))
urls = s.get_content()
assert len(urls) == 364
assert all([
url.startswith("https://www.basketball-reference.com/players/")
for url in urls
])
def test_season(self):
team = TeamPageScraper(get_resource("cavs.html")).get_content()
last_season = team.seasons[-1]
assert last_season.losses == 27
assert last_season.wins == 10
assert last_season.pace == 98.8
assert last_season.rel_pace == -1.6
assert last_season.ortg == 105.6
assert last_season.rel_ortg == -3.6
assert last_season.season == "2019-20"
assert not last_season.won_championship
assert not last_season.made_playoffs
team = TeamPageScraper(get_resource("cavs.html")).get_content()
championship_season = team.season("2015-16")
assert championship_season.wins == 57
assert championship_season.won_championship
assert championship_season.made_playoffs
def test_stats_where_partially_available(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
seasons = list(mullin.seasons)
rookie_season = seasons[0]
assert rookie_season.stats.shooting_data is None
final_season = seasons[-1]
assert final_season.stats.shooting_data
assert final_season.stats.shooting_data.avg_distance == 18.8
def test_team_with_url(self):
team = TeamPageScraper(get_resource("cavs.html")).get_content()
assert team.name == "Cleveland Cavaliers"
assert team.wins == 1858
assert team.losses == 2149
assert team.playoff_appearances == 22
assert team.championships == 1
assert team.code == "CLE"
assert len(team.seasons) == 50
def test_scrape(self):
iterator = DraftPageScraper(
get_resource("draft_2003.html")).get_content()
draft_pick = next(iterator)
assert isinstance(draft_pick, PlayerInDraft)
assert draft_pick.player.name == "LeBron James"
assert draft_pick.college is None
assert draft_pick.pick == 1
assert draft_pick.years_in_league > 16
assert draft_pick.team.name == "Cleveland Cavaliers"
def test_career_stats_encapsulated(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
career_stats = mullin.career_stats
first_season = next(mullin.seasons)
first_playoffs = next(mullin.playoffs)
for attr in ["age", "all_star", "team", "season"]:
assert not hasattr(career_stats, attr)
assert hasattr(first_season, attr)
assert hasattr(first_playoffs, attr)
def test_stats_where_none_available(self):
chamberlain = PlayerPageScraper(
get_resource("chamberlain.html")).get_content()
rookie_season = next(chamberlain.seasons)
assert rookie_season.stats.rebounds is None
assert rookie_season.stats.offensive_rebounds is None
assert rookie_season.stats.defensive_rebounds is None
assert rookie_season.stats.turnovers is None
assert rookie_season.stats.three_fg_percentage is None
assert rookie_season.stats.three_fg_made is None
assert rookie_season.stats.three_fg_attempted is None
assert rookie_season.stats.shooting_data is None
advanced_stats = rookie_season.stats.advanced
assert advanced_stats.value_over_replacement_player is None
assert advanced_stats.ft_attempt_rate == 0.429
assert advanced_stats.assist_percentage is None
assert advanced_stats.offensive_rebound_percentage is None
assert advanced_stats.defensive_rebound_percentage is None
assert advanced_stats.usage_percentage is None
def julius_erving():
return PlayerPageScraper(get_resource("julius_erving.html")).get_content()
def test_roster(self):
team = TeamPageScraper(get_resource("cavs.html")).get_content()
s = team.seasons[-1]
assert len(s.roster) > 10
def test_career_stats_advanced(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
assert mullin.career_stats.advanced.usage_percentage
def lebron_james():
return PlayerPageScraper(get_resource("lebron_james.html")).get_content()
def test_get_commented_table_with_id(self):
scr = Scraper(get_resource("lebron_james.html"))
table = scr.get_commented_table_with_id("contracts_.*")
assert table["id"] == "contracts_lal"
def test_seasons(self):
erving = PlayerPageScraper(
get_resource("julius_erving.html")).get_content()
assert len(list(erving.seasons)) == 11 # ABA seasons must be discarded
def test_all_star(self):
erving = PlayerPageScraper(
get_resource("julius_erving.html")).get_content()
assert len([
season for season in list(erving.seasons) if season.all_star
]) == 11
def wilt_chamberlain():
return PlayerPageScraper(get_resource("chamberlain.html")).get_content()
class TestStats:
player = PlayerPageScraper(
get_resource("carmelo_anthony.html")).get_content()
seasons = list(player.seasons)
rookie_season = seasons[0]
def test_season_stats(self):
rookie_season = self.rookie_season
assert repr(rookie_season).endswith("(2004, DEN)")
assert rookie_season.stats.position == "SF"
assert rookie_season.season == 2004
assert rookie_season.stats.games_started == 82
assert rookie_season.stats.games_played == 82
assert rookie_season.stats.minutes_played == 2995
assert rookie_season.stats.fg_attempted == 1465
assert rookie_season.stats.fg_made == 624
assert rookie_season.stats.three_fg_made == 69
assert rookie_season.stats.three_fg_attempted == 214
assert rookie_season.stats.two_fg_attempted == 1251
assert rookie_season.stats.two_fg_made == 555
assert rookie_season.stats.effective_fg_percentage == 0.449
assert rookie_season.stats.ft_made == 408
assert rookie_season.stats.ft_attempted == 525
assert rookie_season.stats.offensive_rebounds == 183
assert rookie_season.stats.defensive_rebounds == 315
assert rookie_season.stats.rebounds == 498
assert round(rookie_season.stats.two_fg_percentage, 3) == 0.444
assert rookie_season.stats.fg_percentage == 0.426
assert rookie_season.stats.three_fg_percentage == 0.322
assert rookie_season.stats.free_throw_percentage == 0.777
assert not rookie_season.all_star
assert rookie_season.stats.assists == 227
assert rookie_season.stats.blocks == 41
assert rookie_season.stats.turnovers == 247
assert rookie_season.stats.steals == 97
assert rookie_season.stats.fouls == 225
assert rookie_season.stats.points == 1725
def test_advanced_stats(self):
rookie_season = self.rookie_season
assert repr(rookie_season.stats.advanced) == "AdvancedStatLine(2004)"
assert rookie_season.stats.advanced.assist_percentage == 13.8
assert rookie_season.stats.advanced.player_efficiency_rating == 17.6
assert rookie_season.stats.advanced.true_shooting_percentage == 0.509
assert rookie_season.stats.advanced.three_fg_attempt_rate == 0.146
assert rookie_season.stats.advanced.ft_attempt_rate == 0.358
assert rookie_season.stats.advanced.offensive_rebound_percentage == 6.8
assert rookie_season.stats.advanced.defensive_rebound_percentage == 12.1
assert rookie_season.stats.advanced.total_rebound_percentage == 9.4
assert rookie_season.stats.advanced.steal_percentage == 1.7
assert rookie_season.stats.advanced.block_percentage == 1.0
assert rookie_season.stats.advanced.turnover_percentage == 12.7
assert rookie_season.stats.advanced.usage_percentage == 28.5
assert rookie_season.stats.advanced.offensive_win_shares == 3.7
assert rookie_season.stats.advanced.defensive_win_shares == 2.4
assert rookie_season.stats.advanced.win_shares == 6.1
assert rookie_season.stats.advanced.win_shares_per_48 == 0.098
assert rookie_season.stats.advanced.offensive_box_plus_minus == 1.2
assert rookie_season.stats.advanced.defensive_box_plus_minus == -1.2
assert rookie_season.stats.advanced.box_plus_minus == 0
assert rookie_season.stats.advanced.value_over_replacement_player == 1.6
def test_stats_where_none_available(self):
chamberlain = PlayerPageScraper(
get_resource("chamberlain.html")).get_content()
rookie_season = next(chamberlain.seasons)
assert rookie_season.stats.rebounds is None
assert rookie_season.stats.offensive_rebounds is None
assert rookie_season.stats.defensive_rebounds is None
assert rookie_season.stats.turnovers is None
assert rookie_season.stats.three_fg_percentage is None
assert rookie_season.stats.three_fg_made is None
assert rookie_season.stats.three_fg_attempted is None
assert rookie_season.stats.shooting_data is None
advanced_stats = rookie_season.stats.advanced
assert advanced_stats.value_over_replacement_player is None
assert advanced_stats.ft_attempt_rate == 0.429
assert advanced_stats.assist_percentage is None
assert advanced_stats.offensive_rebound_percentage is None
assert advanced_stats.defensive_rebound_percentage is None
assert advanced_stats.usage_percentage is None
def test_stats_where_partially_available(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
seasons = list(mullin.seasons)
rookie_season = seasons[0]
assert rookie_season.stats.shooting_data is None
final_season = seasons[-1]
assert final_season.stats.shooting_data
assert final_season.stats.shooting_data.avg_distance == 18.8
def test_career_stats_advanced(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
assert mullin.career_stats.advanced.usage_percentage
def test_career_stats_encapsulated(self):
mullin = PlayerPageScraper(
get_resource("chris_mullin.html")).get_content()
career_stats = mullin.career_stats
first_season = next(mullin.seasons)
first_playoffs = next(mullin.playoffs)
for attr in ["age", "all_star", "team", "season"]:
assert not hasattr(career_stats, attr)
assert hasattr(first_season, attr)
assert hasattr(first_playoffs, attr)
def test_get_playoff_totals(self):
erving = PlayerPageScraper(
get_resource("julius_erving.html")).get_content()
playoffs = list(erving.playoffs)
assert len(playoffs) == 11
assert sum([season.stats.points for season in playoffs]) == 3088
def carmelo_anthony():
return PlayerPageScraper(
get_resource("carmelo_anthony.html")).get_content()
def test_historical_player(self):
player = PlayerPageScraper(
get_resource("tom_hawkins.html")).get_content()
assert player.name == "Tom Hawkins"
assert player.date_of_birth == date(1936, 12, 22)