paper-dynasty-database/app/routers_v2/decisions.py

from fastapi import APIRouter, Depends, HTTPException, Query, Response
from typing import List, Optional, Literal
import copy
import logging
import pandas as pd
import pydantic

from ..db_engine import db, Decision, StratGame, Player, model_to_dict, chunked, fn, Team, Card, StratPlay
from ..dependencies import oauth2_scheme, valid_token, LOG_DATA

logging.basicConfig(
    filename=LOG_DATA['filename'],
    format=LOG_DATA['format'],
    level=LOG_DATA['log_level']
)

router = APIRouter(
    prefix='/api/v2/decisions',
    tags=['decisions']
)


class DecisionModel(pydantic.BaseModel):
    game_id: int
    season: int
    week: int
    pitcher_id: int
    pitcher_team_id: int
    win: int = 0
    loss: int = 0
    hold: int = 0
    is_save: int = 0
    is_start: bool = False
    b_save: int = 0
    irunners: int = 0
    irunners_scored: int = 0
    rest_ip: float = 0
    rest_required: int = 0


class DecisionList(pydantic.BaseModel):
    decisions: List[DecisionModel]


@router.get('')
async def get_decisions(
        season: list = Query(default=None), week: list = Query(default=None), team_id: list = Query(default=None),
        win: Optional[int] = None, loss: Optional[int] = None, hold: Optional[int] = None, save: Optional[int] = None,
        b_save: Optional[int] = None, irunners: list = Query(default=None), irunners_scored: list = Query(default=None),
        game_type: list = Query(default=None),
        game_id: list = Query(default=None), player_id: list = Query(default=None), csv: Optional[bool] = False,
        limit: Optional[int] = 100, page_num: Optional[int] = 1, short_output: Optional[bool] = False):
    all_dec = Decision.select().order_by(-Decision.season, -Decision.week, -Decision.id)

    if season is not None:
        all_dec = all_dec.where(Decision.season << season)
    if week is not None:
        all_dec = all_dec.where(Decision.week << week)
    if game_id is not None:
        all_dec = all_dec.where(Decision.game_id << game_id)
    if player_id is not None:
        all_dec = all_dec.where(Decision.pitcher_id << player_id)
    if team_id is not None:
        all_dec = all_dec.where(Decision.pitcher_team_id << team_id)
    if win is not None:
        all_dec = all_dec.where(Decision.win == win)
    if loss is not None:
        all_dec = all_dec.where(Decision.loss == loss)
    if hold is not None:
        all_dec = all_dec.where(Decision.hold == hold)
    if save is not None:
        all_dec = all_dec.where(Decision.save == save)
    if b_save is not None:
        all_dec = all_dec.where(Decision.b_save == b_save)
    if irunners is not None:
        all_dec = all_dec.where(Decision.irunners << irunners)
    if irunners_scored is not None:
        all_dec = all_dec.where(Decision.irunners_scored << irunners_scored)

    if game_type is not None:
        all_types = [x.lower() for x in game_type]
        all_games = StratGame.select().where(fn.Lower(StratGame.game_type) << all_types)
        all_dec = all_dec.where(Decision.game << all_games)
    if limit < 1:
        limit = 1
    if limit > 100:
        limit = 100
    all_dec = all_dec.paginate(page_num, limit)

    return_dec = {
        'count': all_dec.count(),
        'decisions': [model_to_dict(x, recurse=not short_output) for x in all_dec]
    }
    db.close()

    if csv:
        return_vals = return_dec['decisions']
        if len(return_vals) == 0:
            return Response(content=pd.DataFrame().to_csv(index=False), media_type='text/csv')

        for x in return_vals:
            x['game_id'] = x['game']['id']
            x['game_type'] = x['game']['game_type']
            x['player_id'] = x['pitcher']['player_id']
            x['player_name'] = x['pitcher']['p_name']
            x['player_cardset'] = x['pitcher']['cardset']['name']
            x['team_id'] = x['pitcher_team']['id']
            x['team_abbrev'] = x['pitcher_team']['abbrev']
            del x['pitcher'], x['pitcher_team'], x['game']

        output = pd.DataFrame(return_vals)
        first = ['player_id', 'player_name', 'player_cardset', 'team_id', 'team_abbrev']
        exclude = first + ['lob_all', 'lob_all_rate', 'lob_2outs', 'rbi%']
        output = output[first + [col for col in output.columns if col not in exclude]]

        db.close()
        return Response(content=pd.DataFrame(output).to_csv(index=False), media_type='text/csv')

    return return_dec


@router.get('/rest')
async def get_decisions_for_rest(team_id: int, season: int = None, limit: int = 80, native_rest: bool = False):
    all_dec = Decision.select().order_by(-Decision.season, -Decision.week, -Decision.id).paginate(1, limit)

    if season is not None:
        all_dec = all_dec.where(Decision.season == season)
    if team_id is not None:
        all_dec = all_dec.where(Decision.pitcher_team_id == team_id)

    return_dec = []
    for x in all_dec:
        this_val = []
        this_card = Card.get_or_none(Card.player_id == x.pitcher.player_id, Card.team_id == x.pitcher_team.id)
        this_val.append(x.game.id)
        this_val.append(x.pitcher.player_id)
        this_val.append(this_card.id if this_card is not None else -1)
        this_val.append(1 if x.is_start else 0)
        if not native_rest:
            this_line = StratPlay.select(
                StratPlay.pitcher, StratPlay.game, fn.SUM(StratPlay.outs).alias('sum_outs')
            ).where((StratPlay.game == x.game) & (StratPlay.pitcher == x.pitcher))
            logging.info(f'this_line: {this_line[0]}')
            if this_line[0].sum_outs is None:
                this_val.append(0.0)
            else:
                this_val.append(float(this_line[0].sum_outs // 3) + (float(this_line[0].sum_outs % 3) * .1))

        return_dec.append(this_val)

    db.close()
    return Response(content=pd.DataFrame(return_dec).to_csv(index=False, header=False), media_type='text/csv')


@router.patch('/{decision_id}')
async def patch_decision(
        decision_id: int, win: Optional[int] = None, loss: Optional[int] = None, hold: Optional[int] = None,
        save: Optional[int] = None, b_save: Optional[int] = None, irunners: Optional[int] = None,
        irunners_scored: Optional[int] = None, rest_ip: Optional[int] = None, rest_required: Optional[int] = None,
        token: str = Depends(oauth2_scheme)):
    if not valid_token(token):
        logging.warning(f'patch_decision - Bad Token: {token}')
        raise HTTPException(status_code=401, detail='Unauthorized')

    this_dec = Decision.get_or_none(Decision.id == decision_id)
    if this_dec is None:
        db.close()
        raise HTTPException(status_code=404, detail=f'Decision ID {decision_id} not found')

    if win is not None:
        this_dec.win = win
    if loss is not None:
        this_dec.loss = loss
    if hold is not None:
        this_dec.hold = hold
    if save is not None:
        this_dec.is_save = save
    if b_save is not None:
        this_dec.b_save = b_save
    if irunners is not None:
        this_dec.irunners = irunners
    if irunners_scored is not None:
        this_dec.irunners_scored = irunners_scored
    if rest_ip is not None:
        this_dec.rest_ip = rest_ip
    if rest_required is not None:
        this_dec.rest_required = rest_required

    if this_dec.save() == 1:
        d_result = model_to_dict(this_dec)
        db.close()
        return d_result
    else:
        db.close()
        raise HTTPException(status_code=500, detail=f'Unable to patch decision {decision_id}')


@router.post('')
async def post_decisions(dec_list: DecisionList, token: str = Depends(oauth2_scheme)):
    if not valid_token(token):
        logging.warning(f'post_decisions - Bad Token: {token}')
        raise HTTPException(status_code=401, detail='Unauthorized')

    new_dec = []
    for x in dec_list.decisions:
        if StratGame.get_or_none(StratGame.id == x.game_id) is None:
            raise HTTPException(status_code=404, detail=f'Game ID {x.game_id} not found')
        if Player.get_or_none(Player.player_id == x.pitcher_id) is None:
            raise HTTPException(status_code=404, detail=f'Player ID {x.pitcher_id} not found')
        if Team.get_or_none(Team.id == x.pitcher_team_id) is None:
            raise HTTPException(status_code=404, detail=f'Team ID {x.pitcher_team_id} not found')

        new_dec.append(x.dict())

    with db.atomic():
        for batch in chunked(new_dec, 10):
            Decision.insert_many(batch).on_conflict_replace().execute()
    db.close()

    return f'Inserted {len(new_dec)} decisions'


@router.delete('/{decision_id}')
async def delete_decision(decision_id: int, token: str = Depends(oauth2_scheme)):
    if not valid_token(token):
        logging.warning(f'delete_decision - Bad Token: {token}')
        raise HTTPException(status_code=401, detail='Unauthorized')

    this_dec = Decision.get_or_none(Decision.id == decision_id)
    if this_dec is None:
        db.close()
        raise HTTPException(status_code=404, detail=f'Decision ID {decision_id} not found')

    count = this_dec.delete_instance()
    db.close()

    if count == 1:
        return f'Decision {decision_id} has been deleted'
    else:
        raise HTTPException(status_code=500, detail=f'Decision {decision_id} could not be deleted')


@router.delete('/game/{game_id}')
async def delete_decisions_game(game_id: int, token: str = Depends(oauth2_scheme)):
    if not valid_token(token):
        logging.warning(f'delete_decisions_game - Bad Token: {token}')
        raise HTTPException(status_code=401, detail='Unauthorized')

    this_game = StratGame.get_or_none(StratGame.id == game_id)
    if not this_game:
        db.close()
        raise HTTPException(status_code=404, detail=f'Game ID {game_id} not found')

    count = Decision.delete().where(Decision.game == this_game).execute()
    db.close()

    if count > 0:
        return f'Deleted {count} decisions matching Game ID {game_id}'
    else:
        raise HTTPException(status_code=500, detail=f'No decisions matching Game ID {game_id} were deleted')