from dataclasses import dataclass
from typing import List, Optional
from pydantic import BaseModel, Field
[docs]class EfficiencyItem(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")
points: float = Field(default=0, alias="POINTS")
drive_pts: float = Field(default=0, alias="DRIVE_PTS")
catch_shoot_pts: float = Field(default=0, alias="CATCH_SHOOT_PTS")
pull_up_pts: float = Field(default=0, alias="PULL_UP_PTS")
paint_touch_pts: float = Field(default=0, alias="PAINT_TOUCH_PTS")
post_touch_pts: float = Field(default=0, alias="POST_TOUCH_PTS")
elbow_touch_pts: float = Field(default=0, alias="ELBOW_TOUCH_PTS")
def __add__(self, other):
self.games_played += other.games_played
self.wins += other.wins
self.losses += other.losses
self.minutes += other.minutes
self.points += other.points
self.drive_pts += other.drive_pts
self.catch_shoot_pts += other.catch_shoot_pts
self.pull_up_pts += other.pull_up_pts
self.paint_touch_pts += other.paint_touch_pts
self.post_touch_pts += other.post_touch_pts
self.elbow_touch_pts += other.elbow_touch_pts
return self
def __getitem__(self, item):
return getattr(self, item)
[docs]@dataclass
class EfficiencyResults:
results: List[EfficiencyItem]
def __init__(self, **kwargs):
headers = kwargs.get("headers", [])
rows = kwargs.get("rowSet", [])
self.results = [EfficiencyItem(**dict(zip(headers, row))) for row in rows]