def test_event_for_efficiency_stats_when_events_out_of_order():
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 1,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 6,
"VISITORDESCRIPTION": "Away From Play Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 2,
"PLAYER2_ID": 1,
}
order = 1
foul_event = StatsFoul(foul, order)
ft_event.previous_event = None
ft_event.next_event = foul_event
foul_event.previous_event = ft_event
foul_event.next_event = None
assert ft_event.event_for_efficiency_stats == foul_event
def test_flagrant_free_throw_type():
foul = {
"EVENTNUM": 609,
"PCTIMESTRING": "0:25",
"VISITORDESCRIPTION": "Griffin Flagrant Foul (P5.PN) (M.Davis)",
"EVENTMSGACTIONTYPE": 14,
"EVENTMSGTYPE": 6,
"PLAYER1_ID": 201933,
"PLAYER1_TEAM_ID": 1610612765,
"PLAYER2_ID": 203078,
"PLAYER2_TEAM_ID": 1610612764,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
foul_event = StatsFoul(foul, order)
ft_1_of_2 = {
"EVENTNUM": 611,
"PCTIMESTRING": "0:25",
"HOMEDESCRIPTION": "Beal Free Throw Flagrant 1 of 2 (32 PTS)",
"EVENTMSGACTIONTYPE": 11,
"EVENTMSGTYPE": 3,
"PLAYER1_ID": 203078,
"PLAYER1_TEAM_ID": 1610612764,
"PLAYER2_ID": None,
"PLAYER2_TEAM_ID": None,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
ft_1_of_2_event = StatsFreeThrow(ft_1_of_2, order)
ft_2_of_2 = {
"EVENTNUM": 611,
"PCTIMESTRING": "0:25",
"HOMEDESCRIPTION": "Beal Free Throw Flagrant 2 of 2 (32 PTS)",
"EVENTMSGACTIONTYPE": 12,
"EVENTMSGTYPE": 3,
"PLAYER1_ID": 203078,
"PLAYER1_TEAM_ID": 1610612764,
"PLAYER2_ID": None,
"PLAYER2_TEAM_ID": None,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
ft_2_of_2_event = StatsFreeThrow(ft_2_of_2, order)
foul_event.previous_event = None
foul_event.next_event = ft_1_of_2_event
ft_1_of_2_event.previous_event = foul_event
ft_1_of_2_event.next_event = ft_2_of_2_event
ft_2_of_2_event.previous_event = ft_1_of_2_event
ft_2_of_2_event.next_event = None
assert ft_1_of_2_event.free_throw_type == "2 Shot Flagrant"
def test_is_make_that_does_not_end_possession_with_lane_violation_true():
make = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"PLAYER1_ID": 15,
"PLAYER1_TEAM_ID": 1,
"HOMEDESCRIPTION": "Made Shot",
"PCTIMESTRING": "0:45",
"EVENTNUM": 1,
}
order = 1
make_event = StatsFieldGoal(make, order)
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 2,
"VISITORDESCRIPTION": "Shooting Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 12,
"PLAYER2_ID": 15,
"EVENTNUM": 2,
}
order = 1
foul_event = StatsFoul(foul, order)
lane_violation = {
"EVENTMSGTYPE": 5,
"EVENTMSGACTIONTYPE": 17,
"HOMEDESCRIPTION": "Lane Violation Turnover",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 15,
"PLAYER2_ID": None,
"EVENTNUM": 3,
}
order = 1
lane_violation_event = StatsTurnover(lane_violation, order)
make_event.previous_event = None
make_event.next_event = foul_event
foul_event.previous_event = make_event
foul_event.next_event = lane_violation_event
lane_violation_event.previous_event = foul_event
lane_violation_event.next_event = None
assert make_event.is_make_that_does_not_end_possession is True
def test_is_make_that_does_not_end_possession_with_foul_out_of_order_true():
make = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"PLAYER1_ID": 15,
"PLAYER1_TEAM_ID": 1,
"HOMEDESCRIPTION": "Made Shot",
"PCTIMESTRING": "0:45",
"EVENTNUM": 1,
}
order = 1
make_event = StatsFieldGoal(make, order)
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 15,
"EVENTNUM": 2,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 2,
"VISITORDESCRIPTION": "Shooting Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 12,
"PLAYER2_ID": 15,
"EVENTNUM": 3,
}
order = 1
foul_event = StatsFoul(foul, order)
make_event.previous_event = None
make_event.next_event = ft_event
ft_event.previous_event = make_event
ft_event.next_event = foul_event
foul_event.previous_event = ft_event
foul_event.next_event = None
assert make_event.is_make_that_does_not_end_possession is True
def test_foul_on_made_shot_by_team_that_didnt_get_fouled_is_away_from_play_ft(
):
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 1,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 6,
"VISITORDESCRIPTION": "Away From Play Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 2,
"PLAYER2_ID": 1,
}
order = 1
foul_event = StatsFoul(foul, order)
make = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Made Shot by team that got fouled",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 3,
}
order = 1
make_event = StatsFieldGoal(make, order)
ft_event.previous_event = None
ft_event.next_event = foul_event
foul_event.previous_event = ft_event
foul_event.next_event = make_event
make_event.previous_event = foul_event
make_event.next_event = None
assert ft_event.is_away_from_play_ft is True
def test_away_from_play_free_throw_type():
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 6,
"VISITORDESCRIPTION": "Away From Play Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 2,
"PLAYER2_ID": 1,
}
order = 1
foul_event = StatsFoul(foul, order)
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 1,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
make = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"VISITORDESCRIPTION": "Made Shot by team that got fouled",
"PCTIMESTRING": "0:35",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 21,
}
order = 1
make_event = StatsFieldGoal(make, order)
foul_event.previous_event = None
foul_event.next_event = ft_event
ft_event.previous_event = foul_event
ft_event.next_event = make_event
make_event.previous_event = ft_event
make_event.next_event = None
assert ft_event.free_throw_type == "1 Shot Away From Play"
def test_inbound_foul_ft_true():
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 5,
"VISITORDESCRIPTION": "Inbound Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
}
order = 1
foul_event = StatsFoul(foul, order)
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
foul_event.previous_event = None
foul_event.next_event = ft_event
ft_event.previous_event = foul_event
ft_event.next_event = None
assert ft_event.is_inbound_foul_ft is True
def test_foul_on_made_ft_by_team_that_didnt_get_fouled_is_away_from_play_ft():
ft_2_of_2 = {
"EVENTNUM": 607,
"PCTIMESTRING": "0:25",
"VISITORDESCRIPTION": "Jackson Free Throw 2 of 2 (16 PTS)",
"EVENTMSGACTIONTYPE": 12,
"EVENTMSGTYPE": 3,
"PLAYER1_ID": 202704,
"PLAYER1_TEAM_ID": 1610612765,
"PLAYER2_ID": None,
"PLAYER2_TEAM_ID": None,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
ft_2_of_2_event = StatsFreeThrow(ft_2_of_2, order)
foul = {
"EVENTNUM": 609,
"PCTIMESTRING": "0:25",
"VISITORDESCRIPTION": "Griffin AWAY.FROM.PLAY.FOUL (P5.PN) (M.Davis)",
"EVENTMSGACTIONTYPE": 6,
"EVENTMSGTYPE": 6,
"PLAYER1_ID": 201933,
"PLAYER1_TEAM_ID": 1610612765,
"PLAYER2_ID": 201145,
"PLAYER2_TEAM_ID": 1610612764,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
foul_event = StatsFoul(foul, order)
ft_1_of_1 = {
"EVENTNUM": 611,
"PCTIMESTRING": "0:25",
"HOMEDESCRIPTION": "Beal Free Throw 1 of 1 (32 PTS)",
"EVENTMSGACTIONTYPE": 10,
"EVENTMSGTYPE": 3,
"PLAYER1_ID": 203078,
"PLAYER1_TEAM_ID": 1610612764,
"PLAYER2_ID": None,
"PLAYER2_TEAM_ID": None,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
ft_1_of_1_event = StatsFreeThrow(ft_1_of_1, order)
fg = {
"EVENTNUM": 612,
"PCTIMESTRING": "0:24",
"VISITORDESCRIPTION": "MISS Green 27' 3PT Jump Shot",
"EVENTMSGACTIONTYPE": 1,
"EVENTMSGTYPE": 2,
"PLAYER1_ID": 201145,
"PLAYER1_TEAM_ID": 1610612764,
"PLAYER2_ID": None,
"PLAYER2_TEAM_ID": None,
"PLAYER3_ID": None,
"PLAYER3_TEAM_ID": None,
}
order = 1
fg_event = StatsFieldGoal(fg, order)
ft_2_of_2_event.previous_event = None
ft_2_of_2_event.next_event = foul_event
foul_event.previous_event = ft_2_of_2_event
foul_event.next_event = ft_1_of_1_event
ft_1_of_1_event.previous_event = foul_event
ft_1_of_1_event.next_event = fg_event
fg_event.previous_event = ft_1_of_1_event
fg_event.next_event = None
assert ft_1_of_1_event.is_away_from_play_ft is True
def test_is_make_that_does_not_end_possession_shot_at_time_of_and1_ft_is_false(
):
make = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"PLAYER1_ID": 15,
"PLAYER1_TEAM_ID": 1,
"HOMEDESCRIPTION": "Made Shot",
"PCTIMESTRING": "0:45",
"EVENTNUM": 1,
}
order = 1
make_event = StatsFieldGoal(make, order)
foul = {
"EVENTMSGTYPE": 6,
"EVENTMSGACTIONTYPE": 2,
"VISITORDESCRIPTION": "Shooting Foul",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 2,
"PLAYER1_ID": 12,
"PLAYER2_ID": 15,
"EVENTNUM": 2,
}
order = 1
foul_event = StatsFoul(foul, order)
ft = {
"EVENTMSGTYPE": 3,
"EVENTMSGACTIONTYPE": 10,
"HOMEDESCRIPTION": "Free Throw 1 of 1",
"PCTIMESTRING": "0:45",
"PLAYER1_TEAM_ID": 1,
"PLAYER1_ID": 15,
"EVENTNUM": 3,
}
order = 1
ft_event = StatsFreeThrow(ft, order)
rebound = {
"EVENTMSGTYPE": 4,
"EVENTMSGACTIONTYPE": 0,
"PLAYER1_ID": 17,
"PLAYER1_TEAM_ID": 1,
"HOMEDESCRIPTION": "Rebound",
"PCTIMESTRING": "0:45",
"EVENTNUM": 4,
}
order = 2
rebound_event = StatsRebound(rebound, order)
tip = {
"EVENTMSGTYPE": 1,
"EVENTMSGACTIONTYPE": 10,
"PLAYER1_ID": 17,
"PLAYER1_TEAM_ID": 1,
"HOMEDESCRIPTION": "Made Shot",
"PCTIMESTRING": "0:45",
"EVENTNUM": 5,
}
order = 1
tip_event = StatsFieldGoal(tip, order)
make_event.previous_event = None
make_event.next_event = foul_event
foul_event.previous_event = make_event
foul_event.next_event = ft_event
ft_event.previous_event = foul_event
ft_event.next_event = rebound_event
rebound_event.previous_event = ft_event
rebound_event.next_event = tip_event
tip_event.previous_event = rebound_event
tip_event.next_event = None
assert make_event.is_make_that_does_not_end_possession is True
assert tip_event.is_make_that_does_not_end_possession is False
def test_jump_ball_foul_turnover_next_event_not_possession_change():
shot = {
"GAME_ID": "0021900510",
"EVENTNUM": 225,
"PCTIMESTRING": "6:40",
"VISITORDESCRIPTION": "MISS Lowry 3PT Jump Shot",
"EVENTMSGACTIONTYPE": 1,
"EVENTMSGTYPE": 2,
"PLAYER1_ID": 200768,
"PLAYER1_TEAM_ID": 1610612761,
}
order = 1
shot_event = StatsFieldGoal(shot, order)
rebound = {
"GAME_ID": "0021900510",
"EVENTNUM": 226,
"PCTIMESTRING": "6:38",
"HOMEDESCRIPTION": "Silva REBOUND (Off:0 Def:1)",
"EVENTMSGACTIONTYPE": 0,
"EVENTMSGTYPE": 4,
"PLAYER1_ID": 1629735,
"PLAYER1_TEAM_ID": 1610612748,
}
order = 1
rebound_event = StatsRebound(rebound, order)
jump_ball = {
"GAME_ID": "0021900510",
"EVENTNUM": 228,
"PCTIMESTRING": "6:29",
"HOMEDESCRIPTION": "Jump Ball Silva vs. Boucher: Tip to Johnson",
"EVENTMSGACTIONTYPE": 0,
"EVENTMSGTYPE": 10,
"PLAYER1_ID": 1629735,
"PLAYER1_TEAM_ID": 1610612748,
"PLAYER2_ID": 1628449,
"PLAYER2_TEAM_ID": 1610612761,
"PLAYER3_ID": 1626169,
"PLAYER3_TEAM_ID": 1610612761,
}
order = 1
jump_ball_event = StatsJumpBall(jump_ball, order)
foul = {
"GAME_ID": "0021900510",
"EVENTNUM": 233,
"PCTIMESTRING": "6:29",
"HOMEDESCRIPTION": "Silva P.FOUL",
"EVENTMSGACTIONTYPE": 1,
"EVENTMSGTYPE": 6,
"PLAYER1_ID": 1629735,
"PLAYER1_TEAM_ID": 1610612748,
"PLAYER2_ID": 1628449,
"PLAYER2_TEAM_ID": 1610612761,
}
order = 1
foul_event = StatsFoul(foul, order)
turnover = {
"GAME_ID": "0021900510",
"EVENTNUM": 233,
"PCTIMESTRING": "6:29",
"HOMEDESCRIPTION": "Silva Foul Turnover",
"EVENTMSGACTIONTYPE": 37,
"EVENTMSGTYPE": 5,
"PLAYER1_ID": 1629735,
"PLAYER1_TEAM_ID": 1610612748,
}
order = 1
turnover_event = StatsTurnover(turnover, order)
shot_event.previous_event = None
shot_event.next_event = rebound_event
rebound_event.previous_event = shot_event
rebound_event.next_event = jump_ball_event
jump_ball_event.previous_event = rebound_event
jump_ball_event.next_event = foul_event
foul_event.previous_event = jump_ball_event
foul_event.next_event = turnover_event
turnover_event.previous_event = foul_event
turnover_event.next_event = None
jump_ball_event.possession_changing_override = False
jump_ball_event.non_possession_changing_override = False
assert jump_ball_event.is_possession_ending_event is False