from dataclasses import dataclass
from typing import List, Optional
from pydantic import BaseModel, Field, validator
[docs]class CatchAndShootItem(BaseModel):
# Only for player stats
player_id: Optional[int] = Field(alias="PLAYER_ID")
player_name: Optional[str] = Field(alias="PLAYER_NAME")
# Only for team stats
team_name: Optional[str] = Field(alias="TEAM_NAME")
# Only for season stats
season: Optional[str] = Field(alias="SEASON")
# Only for game logs
game_id: Optional[str] = Field(alias="GAME_ID")
opponent_team_id: Optional[int] = Field(alias="OPPONENT_TEAM_ID")
team_id: int = Field(alias="TEAM_ID")
team_abbreviation: str = Field(alias="TEAM_ABBREVIATION")
games_played: int = Field(default=0, alias="GP")
wins: int = Field(default=0, alias="W")
losses: int = Field(default=0, alias="L")
minutes: float = Field(default=0, alias="MIN")
fgm: Optional[float] = Field(default=0, alias="CATCH_SHOOT_FGM")
fga: Optional[float] = Field(default=0, alias="CATCH_SHOOT_FGA")
points: Optional[float] = Field(default=0, alias="CATCH_SHOOT_PTS")
fg3m: Optional[float] = Field(default=0, alias="CATCH_SHOOT_FG3M")
fg3a: Optional[float] = Field(default=0, alias="CATCH_SHOOT_FG3A")
fg3pct: float = Field(default=0, alias="CATCH_SHOOT_FG3_PCT")
efg: float = Field(default=0, alias="CATCH_SHOOT_EFG_PCT")
# if value from request is None, set it to 0
[docs] @validator("fgm")
def set_fgm(cls, v):
return v or 0
[docs] @validator("fga")
def set_fga(cls, v):
return v or 0
[docs] @validator("points")
def set_points(cls, v):
return v or 0
[docs] @validator("fg3m")
def set_fg3m(cls, v):
return v or 0
[docs] @validator("fg3a")
def set_fg3a(cls, v):
return v or 0
@property
def fg3pct(self):
if self.fg3a == 0:
return 0
return self.fg3m / self.fg3a
@property
def efg(self):
if self.fga == 0:
return 0
return (self.fgm + 0.5 * self.fg3m) / self.fga
def __add__(self, other):
self.games_played += other.games_played
self.wins += other.wins
self.losses += other.losses
self.minutes += other.minutes
self.fgm += other.fgm
self.fga += other.fga
self.points += other.points
self.fg3m += other.fg3m
self.fg3a += other.fg3a
return self
def __getitem__(self, item):
return getattr(self, item)
[docs]@dataclass
class CatchAndShootResults:
results: List[CatchAndShootItem]
def __init__(self, **kwargs):
headers = kwargs.get("headers", [])
rows = kwargs.get("rowSet", [])
self.results = [CatchAndShootItem(**dict(zip(headers, row))) for row in rows]