Source code for nba_stats_tracking.models.tracking.defense

from dataclasses import dataclass
from typing import List, Optional

from pydantic import BaseModel, Field


[docs]class DefenseItem(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") steals: float = Field(default=0, alias="STL") blocks: float = Field(default=0, alias="BLK") dreb: float = Field(default=0, alias="DREB") def_rim_fga: float = Field(default=0, alias="DEF_RIM_FGA") def_rim_fgm: float = Field(default=0, alias="DEF_RIM_FGM") @property def def_rim_fgpct(self): if self.def_rim_fga == 0: return 0 return self.def_rim_fgm / self.def_rim_fga def __add__(self, other): self.games_played += other.games_played self.wins += other.wins self.losses += other.losses self.minutes += other.minutes self.steals += other.steals self.blocks += other.blocks self.dreb += other.dreb self.def_rim_fga += other.def_rim_fga self.def_rim_fgm += other.def_rim_fgm return self def __getitem__(self, item): return getattr(self, item)
[docs]@dataclass class DefenseResults: results: List[DefenseItem] def __init__(self, **kwargs): headers = kwargs.get("headers", []) rows = kwargs.get("rowSet", []) self.results = [DefenseItem(**dict(zip(headers, row))) for row in rows]