def validate_config(self, config) -> dict:
"""Check that the config has all required fields"""
try:
from_dict(OutpostConfig, config)
except DaciteError as exc:
raise ValidationError(f"Failed to validate config: {str(exc)}") from exc
return config
def from_dict(cls, dict_: dict[Any, Any]) -> "Config":
self = from_dict(
cls,
dict_,
config=DaciteConfig(
type_hooks={Prefix: Prefix.from_config},
cast=[NodeID, NetworkID, IPv6Address],
),
)
for _, config in self.ifaces.items():
config._parent = self
return self
def test_team_data(vig_app):
away_pitch_stats_dict = {
"mlb_id": 0,
"year": 2019,
"team_id_bbref": "LAA",
"opponent_team_id_bbref": "",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 4,
"wins": 1,
"losses": 0,
"saves": 0,
"innings_pitched": 9.0,
"total_outs": 27,
"batters_faced": 37,
"runs": 5,
"earned_runs": 5,
"hits": 8,
"homeruns": 3,
"strikeouts": 8,
"bases_on_balls": 3,
"era": 5.0,
"whip": 1.222,
"k_per_nine": 8.0,
"bb_per_nine": 3.0,
"hr_per_nine": 3.0,
"k_per_bb": 2.667,
"k_rate": 0.216,
"bb_rate": 0.081,
"k_minus_bb": 0.135,
"hr_per_fb": 0.231,
"pitch_count": 129,
"strikes": 81,
"strikes_contact": 40,
"strikes_swinging": 18,
"strikes_looking": 23,
"ground_balls": 13,
"fly_balls": 13,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 2,
"inherited_scored": 0,
"wpa_pitch": 0.021,
"re24_pitch": -0.2,
}
away_bat_stats_dict = {
"mlb_id": 0,
"year": 2019,
"team_id_bbref": "LAA",
"opponent_team_id_bbref": "",
"stint_number": 0,
"total_games": 1,
"avg": 0.342,
"obp": 0.422,
"slg": 0.763,
"ops": 1.185,
"iso": 0.421,
"bb_rate": 0.133,
"k_rate": 0.133,
"contact_rate": 0.842,
"plate_appearances": 45,
"at_bats": 38,
"hits": 13,
"runs_scored": 10,
"rbis": 10,
"bases_on_balls": 6,
"strikeouts": 6,
"doubles": 4,
"triples": 0,
"homeruns": 4,
"stolen_bases": 0,
"caught_stealing": 1,
"hit_by_pitch": 0,
"intentional_bb": 0,
"gdp": 0,
"sac_fly": 1,
"sac_hit": 0,
"total_pitches": 169,
"total_strikes": 102,
"wpa_bat": 0.479,
"wpa_bat_pos": 0.606,
"wpa_bat_neg": -0.128,
"re24_bat": 5.2,
"bbref_id": "",
"bat_order": 0,
"def_position": DefensePosition.NONE,
"is_starter": False,
}
home_pitch_stats_dict = {
"mlb_id": 0,
"year": 2019,
"team_id_bbref": "TOR",
"opponent_team_id_bbref": "",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 6,
"wins": 0,
"losses": 1,
"saves": 0,
"innings_pitched": 9.0,
"total_outs": 27,
"batters_faced": 45,
"runs": 10,
"earned_runs": 10,
"hits": 13,
"homeruns": 4,
"strikeouts": 6,
"bases_on_balls": 6,
"era": 10.0,
"whip": 2.111,
"k_per_nine": 6.0,
"bb_per_nine": 6.0,
"hr_per_nine": 4.0,
"k_per_bb": 1.0,
"k_rate": 0.133,
"bb_rate": 0.133,
"k_minus_bb": 0.0,
"hr_per_fb": 0.182,
"pitch_count": 169,
"strikes": 102,
"strikes_contact": 60,
"strikes_swinging": 10,
"strikes_looking": 32,
"ground_balls": 11,
"fly_balls": 22,
"line_drives": 9,
"unknown_type": 0,
"inherited_runners": 1,
"inherited_scored": 0,
"wpa_pitch": -0.478,
"re24_pitch": -5.3,
}
home_bat_stats_dict = {
"mlb_id": 0,
"year": 2019,
"team_id_bbref": "TOR",
"opponent_team_id_bbref": "",
"stint_number": 0,
"total_games": 1,
"avg": 0.235,
"obp": 0.297,
"slg": 0.5,
"ops": 0.797,
"iso": 0.265,
"bb_rate": 0.081,
"k_rate": 0.216,
"contact_rate": 0.765,
"plate_appearances": 37,
"at_bats": 34,
"hits": 8,
"runs_scored": 5,
"rbis": 5,
"bases_on_balls": 3,
"strikeouts": 8,
"doubles": 0,
"triples": 0,
"homeruns": 3,
"stolen_bases": 0,
"caught_stealing": 0,
"hit_by_pitch": 0,
"intentional_bb": 0,
"gdp": 2,
"sac_fly": 0,
"sac_hit": 0,
"total_pitches": 129,
"total_strikes": 81,
"wpa_bat": -0.022,
"wpa_bat_pos": 0.17,
"wpa_bat_neg": -0.192,
"re24_bat": 0.3,
"bbref_id": "",
"bat_order": 0,
"def_position": DefensePosition.NONE,
"is_starter": False,
}
away_team_data = TeamData(vig_app, "LAA", 2019)
home_team_data = TeamData(vig_app, "TOR", 2019)
assert away_team_data.pitch_stats == from_dict(
data_class=PitchStatsMetrics, data=away_pitch_stats_dict)
assert away_team_data.bat_stats == from_dict(data_class=BatStatsMetrics,
data=away_bat_stats_dict)
assert home_team_data.pitch_stats == from_dict(
data_class=PitchStatsMetrics, data=home_pitch_stats_dict)
assert home_team_data.bat_stats == from_dict(data_class=BatStatsMetrics,
data=home_bat_stats_dict)
assert away_team_data.pitch_stats_by_year == {
2019: from_dict(data_class=PitchStatsMetrics,
data=away_pitch_stats_dict)
}
assert away_team_data.bat_stats_by_year == {
2019: from_dict(data_class=BatStatsMetrics, data=away_bat_stats_dict)
}
assert home_team_data.pitch_stats_by_year == {
2019: from_dict(data_class=PitchStatsMetrics,
data=home_pitch_stats_dict)
}
assert home_team_data.bat_stats_by_year == {
2019: from_dict(data_class=BatStatsMetrics, data=home_bat_stats_dict)
}
def test_team_data_by_player(vig_app):
away_pitch_stats_dict = {
"bases_on_balls": 0,
"batters_faced": 1,
"bb_per_nine": 0.0,
"bb_rate": 0.0,
"bbref_id": "buttrty01",
"earned_runs": 0,
"era": 0.0,
"fly_balls": 0,
"games_as_rp": 1,
"games_as_sp": 0,
"ground_balls": 0,
"hits": 0,
"homeruns": 0,
"hr_per_fb": 0.0,
"hr_per_nine": 0.0,
"inherited_runners": 2,
"inherited_scored": 0,
"innings_pitched": 0.1,
"k_minus_bb": 1.0,
"k_per_bb": 0.0,
"k_per_nine": 27.0,
"k_rate": 1.0,
"line_drives": 0,
"losses": 0,
"mlb_id": 621142,
"opponent_team_id_bbref": "",
"pitch_count": 6,
"team_id_bbref": "LAA",
"re24_pitch": 0.5,
"runs": 0,
"saves": 0,
"stint_number": 0,
"strikeouts": 1,
"strikes": 5,
"strikes_contact": 3,
"strikes_looking": 1,
"strikes_swinging": 1,
"total_games": 1,
"total_outs": 1,
"unknown_type": 0,
"whip": 0.0,
"wins": 0,
"wpa_pitch": 0.013,
"year": 2019,
}
away_bat_stats_dict = {
"at_bats": 4,
"avg": 0.25,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "bourju01",
"caught_stealing": 0,
"def_position": DefensePosition.NONE,
"doubles": 1,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 1,
"homeruns": 0,
"intentional_bb": 0,
"iso": 0.25,
"is_starter": False,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 571506,
"obp": 0.2,
"opponent_team_id_bbref": "",
"ops": 0.7,
"plate_appearances": 5,
"team_id_bbref": "LAA",
"rbis": 1,
"re24_bat": -0.2,
"runs_scored": 1,
"sac_fly": 1,
"sac_hit": 0,
"slg": 0.5,
"stint_number": 0,
"stolen_bases": 0,
"strikeouts": 0,
"total_games": 1,
"total_pitches": 16,
"total_strikes": 10,
"triples": 0,
"wpa_bat": -0.004,
"wpa_bat_neg": -0.016,
"wpa_bat_pos": 0.012,
"year": 2019,
}
home_pitch_stats_dict = {
"bases_on_balls": 0,
"batters_faced": 3,
"bb_per_nine": 0.0,
"bb_rate": 0.0,
"bbref_id": "lawde01",
"earned_runs": 0,
"era": 0.0,
"fly_balls": 1,
"games_as_rp": 0,
"games_as_sp": 1,
"ground_balls": 0,
"hits": 0,
"homeruns": 0,
"hr_per_fb": 0.0,
"hr_per_nine": 0.0,
"inherited_runners": 0,
"inherited_scored": 0,
"innings_pitched": 1.0,
"k_minus_bb": 0.667,
"k_per_bb": 0.0,
"k_per_nine": 18.0,
"k_rate": 0.667,
"line_drives": 1,
"losses": 0,
"mlb_id": 571882,
"opponent_team_id_bbref": "",
"pitch_count": 17,
"team_id_bbref": "TOR",
"re24_pitch": 0.5,
"runs": 0,
"saves": 0,
"stint_number": 0,
"strikeouts": 2,
"strikes": 11,
"strikes_contact": 4,
"strikes_looking": 5,
"strikes_swinging": 2,
"total_games": 1,
"total_outs": 3,
"unknown_type": 0,
"whip": 0.0,
"wins": 0,
"wpa_pitch": 0.049,
"year": 2019,
}
home_bat_stats_dict = {
"at_bats": 5,
"avg": 0.4,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "sogarer01",
"caught_stealing": 0,
"def_position": DefensePosition.NONE,
"doubles": 0,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 2,
"homeruns": 0,
"intentional_bb": 0,
"is_starter": False,
"iso": 0.0,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 519299,
"obp": 0.4,
"opponent_team_id_bbref": "",
"ops": 0.8,
"plate_appearances": 5,
"rbis": 0,
"re24_bat": 0.2,
"runs_scored": 1,
"sac_fly": 0,
"sac_hit": 0,
"slg": 0.4,
"stint_number": 0,
"stolen_bases": 0,
"strikeouts": 0,
"team_id_bbref": "TOR",
"total_games": 1,
"total_pitches": 14,
"total_strikes": 8,
"triples": 0,
"wpa_bat": -0.02,
"wpa_bat_neg": -0.026,
"wpa_bat_pos": 0.006,
"year": 2019,
}
away_team_data = TeamData(vig_app, "LAA", 2019)
home_team_data = TeamData(vig_app, "TOR", 2019)
away_team_player_pitch_stats = away_team_data.pitch_stats_by_player
assert len(away_team_player_pitch_stats) == 5
assert away_team_player_pitch_stats[0] == from_dict(
data_class=PitchStatsMetrics, data=away_pitch_stats_dict)
away_team_player_bat_stats = away_team_data.bat_stats_by_player
assert len(away_team_player_bat_stats) == 9
assert away_team_player_bat_stats[0] == from_dict(
data_class=BatStatsMetrics, data=away_bat_stats_dict)
home_team_player_pitch_stats = home_team_data.pitch_stats_by_player
assert len(home_team_player_pitch_stats) == 7
assert home_team_player_pitch_stats[0] == from_dict(
data_class=PitchStatsMetrics, data=home_pitch_stats_dict)
home_team_player_bat_stats = home_team_data.bat_stats_by_player
assert len(home_team_player_bat_stats) == 10
assert home_team_player_bat_stats[0] == from_dict(
data_class=BatStatsMetrics, data=home_bat_stats_dict)
def test_bat_stats(vig_app):
bat_stats_for_career_dict = {
"year": 0,
"team_id_bbref": "",
"opponent_team_id_bbref": "",
"mlb_id": 545361,
"bbref_id": "troutmi01",
"stint_number": 0,
"total_games": 1,
"avg": 0.8,
"obp": 0.8,
"slg": 1.6,
"ops": 2.4,
"iso": 0.8,
"bb_rate": 0.0,
"k_rate": 0.0,
"contact_rate": 1.0,
"plate_appearances": 5,
"at_bats": 5,
"hits": 4,
"runs_scored": 2,
"rbis": 3,
"bases_on_balls": 0,
"strikeouts": 0,
"doubles": 1,
"triples": 0,
"homeruns": 1,
"stolen_bases": 0,
"caught_stealing": 1,
"hit_by_pitch": 0,
"intentional_bb": 0,
"gdp": 0,
"sac_fly": 0,
"sac_hit": 0,
"total_pitches": 19,
"total_strikes": 11,
"wpa_bat": 0.145,
"wpa_bat_pos": 0.166,
"wpa_bat_neg": -0.021,
"re24_bat": 2.9,
}
bat_stats_by_year_dict = {
"year": 2019,
"team_id_bbref": "",
"opponent_team_id_bbref": "",
"mlb_id": 545361,
"bbref_id": "troutmi01",
"stint_number": 0,
"total_games": 1,
"avg": 0.8,
"obp": 0.8,
"slg": 1.6,
"ops": 2.4,
"iso": 0.8,
"bb_rate": 0.0,
"k_rate": 0.0,
"contact_rate": 1.0,
"plate_appearances": 5,
"at_bats": 5,
"hits": 4,
"runs_scored": 2,
"rbis": 3,
"bases_on_balls": 0,
"strikeouts": 0,
"doubles": 1,
"triples": 0,
"homeruns": 1,
"stolen_bases": 0,
"caught_stealing": 1,
"hit_by_pitch": 0,
"intentional_bb": 0,
"gdp": 0,
"sac_fly": 0,
"sac_hit": 0,
"total_pitches": 19,
"total_strikes": 11,
"wpa_bat": 0.145,
"wpa_bat_pos": 0.166,
"wpa_bat_neg": -0.021,
"re24_bat": 2.9,
}
bat_stats_by_team_dict = {
"at_bats": 5,
"avg": 0.8,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "troutmi01",
"caught_stealing": 1,
"def_position": DefensePosition.NONE,
"doubles": 1,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 4,
"homeruns": 1,
"intentional_bb": 0,
"is_starter": False,
"iso": 0.8,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 545361,
"obp": 0.8,
"opponent_team_id_bbref": "",
"ops": 2.4,
"plate_appearances": 5,
"rbis": 3,
"re24_bat": 2.9,
"runs_scored": 2,
"sac_fly": 0,
"sac_hit": 0,
"slg": 1.6,
"stint_number": 0,
"stolen_bases": 0,
"strikeouts": 0,
"team_id_bbref": "",
"total_games": 1,
"total_pitches": 19,
"total_strikes": 11,
"triples": 0,
"wpa_bat": 0.145,
"wpa_bat_neg": -0.021,
"wpa_bat_pos": 0.166,
"year": 0,
}
bat_stats_by_team_by_year_dict = {
"at_bats": 5,
"avg": 0.8,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "troutmi01",
"caught_stealing": 1,
"def_position": DefensePosition.NONE,
"doubles": 1,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 4,
"homeruns": 1,
"intentional_bb": 0,
"is_starter": False,
"iso": 0.8,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 545361,
"obp": 0.8,
"opponent_team_id_bbref": "",
"ops": 2.4,
"plate_appearances": 5,
"rbis": 3,
"re24_bat": 2.9,
"runs_scored": 2,
"sac_fly": 0,
"sac_hit": 0,
"slg": 1.6,
"stint_number": 1,
"stolen_bases": 0,
"strikeouts": 0,
"team_id_bbref": "",
"total_games": 1,
"total_pitches": 19,
"total_strikes": 11,
"triples": 0,
"wpa_bat": 0.145,
"wpa_bat_neg": -0.021,
"wpa_bat_pos": 0.166,
"year": 2019,
}
bat_stats_by_opp_team_dict = {
"at_bats": 5,
"avg": 0.8,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "troutmi01",
"caught_stealing": 1,
"def_position": DefensePosition.NONE,
"doubles": 1,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 4,
"homeruns": 1,
"intentional_bb": 0,
"is_starter": False,
"iso": 0.8,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 545361,
"obp": 0.8,
"opponent_team_id_bbref": "TOR",
"ops": 2.4,
"plate_appearances": 5,
"rbis": 3,
"re24_bat": 2.9,
"runs_scored": 2,
"sac_fly": 0,
"sac_hit": 0,
"slg": 1.6,
"stint_number": 0,
"stolen_bases": 0,
"strikeouts": 0,
"team_id_bbref": "",
"total_games": 1,
"total_pitches": 19,
"total_strikes": 11,
"triples": 0,
"wpa_bat": 0.145,
"wpa_bat_neg": -0.021,
"wpa_bat_pos": 0.166,
"year": 0,
}
bat_stats_by_opp_team_by_year_dict = {
"at_bats": 5,
"avg": 0.8,
"bases_on_balls": 0,
"bat_order": 0,
"bb_rate": 0.0,
"bbref_id": "troutmi01",
"caught_stealing": 1,
"def_position": DefensePosition.NONE,
"doubles": 1,
"gdp": 0,
"hit_by_pitch": 0,
"hits": 4,
"homeruns": 1,
"intentional_bb": 0,
"is_starter": False,
"iso": 0.8,
"k_rate": 0.0,
"contact_rate": 1.0,
"mlb_id": 545361,
"obp": 0.8,
"opponent_team_id_bbref": "TOR",
"ops": 2.4,
"plate_appearances": 5,
"rbis": 3,
"re24_bat": 2.9,
"runs_scored": 2,
"sac_fly": 0,
"sac_hit": 0,
"slg": 1.6,
"stint_number": 0,
"stolen_bases": 0,
"strikeouts": 0,
"team_id_bbref": "",
"total_games": 1,
"total_pitches": 19,
"total_strikes": 11,
"triples": 0,
"wpa_bat": 0.145,
"wpa_bat_neg": -0.021,
"wpa_bat_pos": 0.166,
"year": 2019,
}
bat_stats_for_career = from_dict(data_class=BatStatsMetrics,
data=bat_stats_for_career_dict)
bat_stats_by_year = from_dict(data_class=BatStatsMetrics,
data=bat_stats_by_year_dict)
bat_stats_by_team = from_dict(data_class=BatStatsMetrics,
data=bat_stats_by_team_dict)
bat_stats_by_team_by_year = from_dict(data_class=BatStatsMetrics,
data=bat_stats_by_team_by_year_dict)
bat_stats_by_opp_team = from_dict(data_class=BatStatsMetrics,
data=bat_stats_by_opp_team_dict)
bat_stats_by_opp_team_by_year = from_dict(
data_class=BatStatsMetrics, data=bat_stats_by_opp_team_by_year_dict)
player_data = PlayerData(vig_app, 545361)
assert player_data.bat_stats_for_career == bat_stats_for_career
assert player_data.bat_stats_by_year == [bat_stats_by_year]
assert player_data.bat_stats_by_team == [bat_stats_by_team]
assert player_data.bat_stats_by_team_by_year == [bat_stats_by_team_by_year]
assert player_data.bat_stats_by_opp_team == [bat_stats_by_opp_team]
assert player_data.bat_stats_by_opp_team_by_year == [
bat_stats_by_opp_team_by_year
]
def test_pitch_stats(vig_app):
pitch_stats_for_career_dict = {
"year": 0,
"team_id_bbref": "",
"opponent_team_id_bbref": "",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_as_sp_dict = {
"year": 0,
"team_id_bbref": "",
"opponent_team_id_bbref": "",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_as_rp = None
pitch_stats_by_year_dict = {
"year": 2019,
"team_id_bbref": "",
"opponent_team_id_bbref": "",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_by_team_dict = {
"year": 0,
"team_id_bbref": "TOR",
"opponent_team_id_bbref": "",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_by_team_by_year_dict = {
"year": 2019,
"team_id_bbref": "TOR",
"opponent_team_id_bbref": "",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 1,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_by_opp_team_dict = {
"year": 0,
"team_id_bbref": "",
"opponent_team_id_bbref": "LAA",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_by_opp_team_by_year_dict = {
"year": 2019,
"team_id_bbref": "",
"opponent_team_id_bbref": "LAA",
"mlb_id": 571882,
"bbref_id": "lawde01",
"stint_number": 0,
"total_games": 1,
"games_as_sp": 1,
"games_as_rp": 0,
"wins": 0,
"losses": 0,
"saves": 0,
"innings_pitched": 1.0,
"total_outs": 3,
"batters_faced": 3,
"runs": 0,
"earned_runs": 0,
"hits": 0,
"homeruns": 0,
"strikeouts": 2,
"bases_on_balls": 0,
"era": 0.0,
"whip": 0.0,
"k_per_nine": 18.0,
"bb_per_nine": 0.0,
"hr_per_nine": 0.0,
"k_per_bb": 0.0,
"k_rate": 0.667,
"bb_rate": 0.0,
"k_minus_bb": 0.667,
"hr_per_fb": 0.0,
"pitch_count": 17,
"strikes": 11,
"strikes_contact": 4,
"strikes_swinging": 2,
"strikes_looking": 5,
"ground_balls": 0,
"fly_balls": 1,
"line_drives": 1,
"unknown_type": 0,
"inherited_runners": 0,
"inherited_scored": 0,
"wpa_pitch": 0.049,
"re24_pitch": 0.5,
}
pitch_stats_for_career = from_dict(data_class=PitchStatsMetrics,
data=pitch_stats_for_career_dict)
pitch_stats_as_sp = from_dict(data_class=PitchStatsMetrics,
data=pitch_stats_as_sp_dict)
pitch_stats_as_rp = None
pitch_stats_by_year = from_dict(data_class=PitchStatsMetrics,
data=pitch_stats_by_year_dict)
pitch_stats_by_team = from_dict(data_class=PitchStatsMetrics,
data=pitch_stats_by_team_dict)
pitch_stats_by_team_by_year = from_dict(
data_class=PitchStatsMetrics, data=pitch_stats_by_team_by_year_dict)
pitch_stats_by_opp_team = from_dict(data_class=PitchStatsMetrics,
data=pitch_stats_by_opp_team_dict)
pitch_stats_by_opp_team_by_year = from_dict(
data_class=PitchStatsMetrics,
data=pitch_stats_by_opp_team_by_year_dict)
player_data = PlayerData(vig_app, 571882)
assert player_data.pitch_stats_for_career == pitch_stats_for_career
assert player_data.pitch_stats_as_sp == pitch_stats_as_sp
assert player_data.pitch_stats_as_rp == pitch_stats_as_rp
assert player_data.pitch_stats_by_year == [pitch_stats_by_year]
assert player_data.pitch_stats_by_team == [pitch_stats_by_team]
assert player_data.pitch_stats_by_team_by_year == [
pitch_stats_by_team_by_year
]
assert player_data.pitch_stats_by_opp_team == [pitch_stats_by_opp_team]
assert player_data.pitch_stats_by_opp_team_by_year == [
pitch_stats_by_opp_team_by_year
]