From 210dbda3747c5c9fdde55010fc5559ed9a112dc2 Mon Sep 17 00:00:00 2001 From: "Damon L. Montague Jr." Date: Mon, 15 Jan 2024 23:41:29 -0500 Subject: [PATCH] More stuff --- api/Dockerfile | 4 +- api/Dockerfile-services | 13 + api/api/business/cache.py | 4 +- api/api/business/daily_games.py | 18 +- api/api/business/database.py | 90 + api/api/business/factory.py | 5 +- api/api/business/injury.py | 6 +- api/api/business/model.py | 40 +- api/api/business/service.py | 17 +- api/api/config/application.py | 19 +- api/api/config/cache.py | 37 +- api/api/config/database.py | 60 + api/api/main.py | 92 +- api/api/model/games/daily_game.py | 61 +- api/api/model/model/accuracy.py | 20 + api/api/model/model/date_model.py | 26 + api/api/resources/env/development.example.env | 21 + api/api/routes/games.py | 9 +- api/api/routes/model.py | 58 +- api/poetry.lock | 307 ++- api/pyproject.toml | 20 +- api/{api => }/services/history/history.py | 17 +- api/{api => }/services/history/saver.py | 5 +- api/services/main.py | 37 + api/services/missed_games/missed_games.py | 15 + services/.dockerignore | 3 - services/.gitignore | 4 - services/Dockerfile | 26 - services/README.md | 0 services/poetry.lock | 2250 ----------------- services/pyproject.toml | 16 - services/services/business/manager.py | 37 - services/services/business/service.py | 12 - services/services/history/history.py | 81 - services/services/history/saver.py | 107 - services/services/main.py | 38 - ui/src/App.tsx | 2 +- 37 files changed, 835 insertions(+), 2742 deletions(-) create mode 100644 api/Dockerfile-services create mode 100644 api/api/business/database.py create mode 100644 api/api/config/database.py create mode 100644 api/api/model/model/accuracy.py create mode 100644 api/api/model/model/date_model.py create mode 100644 api/api/resources/env/development.example.env rename api/{api => }/services/history/history.py (87%) rename api/{api => }/services/history/saver.py (96%) create mode 100644 api/services/main.py create mode 100644 api/services/missed_games/missed_games.py delete mode 100644 services/.dockerignore delete mode 100644 services/.gitignore delete mode 100644 services/Dockerfile delete mode 100644 services/README.md delete mode 100644 services/poetry.lock delete mode 100644 services/pyproject.toml delete mode 100644 services/services/business/manager.py delete mode 100644 services/services/business/service.py delete mode 100644 services/services/history/history.py delete mode 100644 services/services/history/saver.py delete mode 100644 services/services/main.py diff --git a/api/Dockerfile b/api/Dockerfile index 168722e..2b6e456 100644 --- a/api/Dockerfile +++ b/api/Dockerfile @@ -3,11 +3,11 @@ FROM python:3.11.0-slim WORKDIR /app -COPY ./api /app/api +COPY . . COPY poetry.lock pyproject.toml /app/ RUN pip install poetry RUN poetry config virtualenvs.create false -RUN poetry install --no-dev +RUN poetry install --no-dev --only api CMD ["python", "/app/api/main.py"] \ No newline at end of file diff --git a/api/Dockerfile-services b/api/Dockerfile-services new file mode 100644 index 0000000..f2fac43 --- /dev/null +++ b/api/Dockerfile-services @@ -0,0 +1,13 @@ +# Dockerfile-api +FROM python:3.11.0-slim + +WORKDIR /app + +COPY . . +COPY poetry.lock pyproject.toml /app/ + +RUN pip install poetry +RUN poetry config virtualenvs.create false +RUN poetry install --no-dev --without api + +CMD ["python", "/app/services/main.py"] \ No newline at end of file diff --git a/api/api/business/cache.py b/api/api/business/cache.py index 28f9ecd..43e9a78 100644 --- a/api/api/business/cache.py +++ b/api/api/business/cache.py @@ -19,7 +19,7 @@ async def get(self, key: str) -> Union[str, bytes, int, float, dict, list, tuple @abstractmethod async def set( - self, key: str, value: Union[str, bytes, int, float, dict, list, tuple] + self, key: str, value: Union[str, bytes, int, float, dict, list, tuple] ): pass @@ -44,7 +44,7 @@ async def get(self, key: str) -> Union[str, bytes, int, float, dict, list, tuple return item async def set( - self, key: str, value: Union[str, bytes, int, float, dict, list, tuple] + self, key: str, value: Union[str, bytes, int, float, dict, list, tuple] ): return self.redis_client.set(key, value) diff --git a/api/api/business/daily_games.py b/api/api/business/daily_games.py index 496dd20..60a7409 100644 --- a/api/api/business/daily_games.py +++ b/api/api/business/daily_games.py @@ -1,7 +1,7 @@ from abc import ABC, abstractmethod import httpx from api.business.factory import AbstractFactory, FactoryItem -from api.model.games.daily_game import NBALiveData, DailyGame, TeamData +from api.model.games.daily_game import NBALiveData, DailyGame, TeamData, PlayerLeader class DailyGamesSource(ABC): @@ -50,6 +50,14 @@ async def fetch(self) -> list[DailyGame]: wins=game.homeTeam.wins, losses=game.homeTeam.losses, abbreviation=game.homeTeam.teamTricode, + leader=None + if game.gameLeaders.home_is_empty() + else PlayerLeader( + name=game.gameLeaders.homeLeaders.name, + points=game.gameLeaders.homeLeaders.points, + rebounds=game.gameLeaders.homeLeaders.rebounds, + assists=game.gameLeaders.homeLeaders.assists, + ), ), away_team=TeamData( id=game.awayTeam.teamId, @@ -58,6 +66,14 @@ async def fetch(self) -> list[DailyGame]: wins=game.awayTeam.wins, losses=game.awayTeam.losses, abbreviation=game.awayTeam.teamTricode, + leader=None + if game.gameLeaders.away_is_empty() + else PlayerLeader( + name=game.gameLeaders.awayLeaders.name, + points=game.gameLeaders.awayLeaders.points, + rebounds=game.gameLeaders.awayLeaders.rebounds, + assists=game.gameLeaders.awayLeaders.assists, + ), ), ) ) diff --git a/api/api/business/database.py b/api/api/business/database.py new file mode 100644 index 0000000..6f16a06 --- /dev/null +++ b/api/api/business/database.py @@ -0,0 +1,90 @@ +from abc import ABC, abstractmethod +from typing import Optional + +import asyncpg +from asyncpg import Record + +from api.business.factory import AbstractFactory, FactoryItem +from api.config.database import DatabaseSettings, get_database_settings + +from loguru import logger + +# from psycopg2 import pool +# from configs.settings import settings + + +class Database(ABC): + db_settings: DatabaseSettings + + def __init__(self): + self.db_settings = get_database_settings() + + @abstractmethod + async def query(self, query: str, values: Optional[list] = None): + pass + + @abstractmethod + async def connect(self): + pass + + @abstractmethod + async def close(self): + pass + + +class Postgres(Database): + def __init__(self): + super().__init__() + self.user = self.db_settings.DATABASE_USER + self.password = self.db_settings.DATABASE_PASSWORD + self.host = self.db_settings.DATABASE_HOST + self.port = self.db_settings.DATABASE_PORT + self.database = self.db_settings.DATABASE_NAME + self._cursor = None + + self._connection_pool = None + self.con = None + + def close(self): + if self._connection_pool: + self._connection_pool.close() + + async def connect(self): + if not self._connection_pool: + try: + self._connection_pool = await asyncpg.create_pool( + min_size=1, + max_size=10, + command_timeout=60, + host=self.host, + port=self.port, + user=self.user, + password=self.password, + database=self.database, + ) + + except Exception as e: + print(e) + + async def query(self, query: str, values: Optional[list] = None) -> list[Record]: + if not self._connection_pool: + await self.connect() + + logger.debug(f"Query: {query}") + + if values: + values = tuple(values) + + self.con = await self._connection_pool.acquire() + try: + cursor = await self.con.fetch(query, *values) + logger.debug(f"Result: {cursor}") + return cursor + except Exception as e: + print(e) + finally: + await self._connection_pool.release(self.con) + + +class DatabaseFactory(AbstractFactory): + _values = {"postgres": FactoryItem(name="postgres", factory_item=Postgres)} diff --git a/api/api/business/factory.py b/api/api/business/factory.py index f44dbe0..2bf683d 100644 --- a/api/api/business/factory.py +++ b/api/api/business/factory.py @@ -3,10 +3,12 @@ from loguru import logger from pydantic import BaseModel + class FactoryItem(BaseModel): name: str factory_item: Any + class AbstractFactory: _values: dict[str, FactoryItem] = {} @@ -24,8 +26,7 @@ def compute_or_get(cls, name: str, **kwargs): @classmethod def keys(cls): return cls._values.keys() + @classmethod def values(cls): return cls._values - - diff --git a/api/api/business/injury.py b/api/api/business/injury.py index 174899b..fb25878 100644 --- a/api/api/business/injury.py +++ b/api/api/business/injury.py @@ -9,9 +9,7 @@ class PlayerInjurySource(ABC): source_url: str - client: httpx.AsyncClient = httpx.AsyncClient( - timeout=60 - ) + client: httpx.AsyncClient = httpx.AsyncClient(timeout=60) def __init__(self, source_url: str): self.source_url = source_url @@ -41,6 +39,4 @@ class PlayerInjuryFactory(AbstractFactory): name="rotowire", factory_item=RotowireInjurySource, ), - - } diff --git a/api/api/business/model.py b/api/api/business/model.py index 6809c74..6107754 100644 --- a/api/api/business/model.py +++ b/api/api/business/model.py @@ -50,6 +50,10 @@ async def predict(self, data: DataFrame) -> list[Prediction]: def fetch_stats(self, **kwargs) -> DataFrame: pass + @abstractmethod + def accuracy_statement(self) -> str: + pass + class TFPredictionModel(PredictionModel): _data_dir: str @@ -125,7 +129,7 @@ def fetch_stats(self, **kwargs) -> DataFrame: def _write_stats_to_csv( self, response: TeamStats, matches: list[DailyGame], date: str - ) -> DataFrame: + ) -> Optional[DataFrame]: result_set_name = "LeagueDashTeamStats" csv_str = "" correct_result_set = next( @@ -139,7 +143,8 @@ def _write_stats_to_csv( logger.debug(f"Correct Result Set: {correct_result_set}") if not correct_result_set: logger.error(f"Unable to find result set: {result_set_name}") - return pd.DataFrame() + # this is a placeholder for now + raise Exception(f"Unable to find result set: {result_set_name}") for i in range(2): if i == 1: @@ -158,9 +163,18 @@ def _write_stats_to_csv( return pd.read_csv(os.path.join(self._data_dir, f"{date}.csv")) + def accuracy_statement(self) -> str: + return f""" + SELECT + model_name, + (COUNT(winner) FILTER (WHERE (winner = home_team_name AND prediction = home_team_name) OR (winner = away_team_name AND prediction = away_team_name))) * 100.0 / COUNT(winner) AS win_rate + FROM + saved_games + WHERE + model_name = $1 + GROUP BY + model_name""" -class OpenRouterLLMBackedPrediction(PredictionModel): - pass class FortyTwoDPModel(TFPredictionModel): def __init__(self, model_name: str, model_dir: str): @@ -222,20 +236,36 @@ async def predict(self, data: DataFrame) -> list[Prediction]: ) return predicts + def accuracy_statement(self) -> str: + return f"""SELECT + CAST(AVG(ABS((home_team_score::int + away_team_score::int) - prediction::int)) AS FLOAT) AS win_rate, + model_name +FROM + saved_games +WHERE + prediction ~ '^\d+$' + AND model_name = $1 +GROUP BY + model_name""" + class ModelFactoryItem(FactoryItem): is_enabled: bool = True + class PredictionModelFactory(AbstractFactory): _values = { "v2": ModelFactoryItem(name="v2", factory_item=FortyTwoDPModel), - "v1": ModelFactoryItem(name="v1", factory_item=FortyEightDPModel, is_enabled=False), + "v1": ModelFactoryItem( + name="v1", factory_item=FortyEightDPModel, is_enabled=False + ), "ou": ModelFactoryItem(name="ou", factory_item=OUPredictionModel), } @classmethod def keys(cls): return [key for key, value in cls._values.items() if value.is_enabled] + @classmethod def values(cls): return {key: value for key, value in cls._values.items() if value.is_enabled} diff --git a/api/api/business/service.py b/api/api/business/service.py index 2191c83..5645d7f 100644 --- a/api/api/business/service.py +++ b/api/api/business/service.py @@ -1,12 +1,21 @@ from abc import abstractmethod from multiprocessing import Event +from api.main import BASE_PATH +import httpx +import os -class Service: - @abstractmethod - async def start(self): - raise NotImplementedError +class Service: + client: httpx.AsyncClient + def __init__(self): + host = os.getenv("API_HOST", "http://localhost:8000") + if host.endswith("/"): + host = host[:-1] + self.client = httpx.AsyncClient(base_url=f"{host}{BASE_PATH}", timeout=60) + @abstractmethod + async def start(self): + raise NotImplementedError diff --git a/api/api/config/application.py b/api/api/config/application.py index edcf832..1ea0eab 100644 --- a/api/api/config/application.py +++ b/api/api/config/application.py @@ -4,14 +4,7 @@ import os -class AppSettings(BaseSettings): - ENVIRONMENT: Literal["development", "production"] = "development" - DAILY_GAMES_SOURCE: Literal["nba"] = "nba" - PLAYER_INJURY_SOURCE: Literal["rotowire"] = "rotowire" - ODDS_SOURCE: Literal["actionnetwork"] = "actionnetwork" - MODEL_DIR: str - DATA_DIR: str - CF_WORKER_URL: str +class AppBaseSettings(BaseSettings): model_config = SettingsConfigDict( env_file=os.getenv( "ENV_FILE_OVERRIDE", @@ -21,6 +14,16 @@ class AppSettings(BaseSettings): ) +class AppSettings(AppBaseSettings): + ENVIRONMENT: Literal["development", "production"] = "development" + DAILY_GAMES_SOURCE: Literal["nba"] = "nba" + PLAYER_INJURY_SOURCE: Literal["rotowire"] = "rotowire" + ODDS_SOURCE: Literal["actionnetwork"] = "actionnetwork" + MODEL_DIR: str + DATA_DIR: str + CF_WORKER_URL: str + + @lru_cache def get_settings(): return AppSettings() diff --git a/api/api/config/cache.py b/api/api/config/cache.py index d7afc39..eede9d2 100644 --- a/api/api/config/cache.py +++ b/api/api/config/cache.py @@ -5,33 +5,34 @@ from pydantic import model_validator from pydantic_settings import BaseSettings, SettingsConfigDict +from api.config.application import AppBaseSettings -class CacheSettings(BaseSettings): - TYPE: Literal["redis", "none"] = "none" - CONNECTION_URL: Optional[str] = None - DIR: Optional[str] = None - HOST: Optional[str] = None - PORT: Optional[int] = None - NAME: Optional[int] = None - PASSWORD: Optional[str] = None + +class CacheSettings(AppBaseSettings): + CACHE_TYPE: Literal["redis", "none"] = "none" + CACHE_CONNECTION_URL: Optional[str] = None + CACHE_DIR: Optional[str] = None + CACHE_HOST: Optional[str] = None + CACHE_PORT: Optional[int] = None + CACHE_NAME: Optional[int] = None + CACHE_PASSWORD: Optional[str] = None model_config = SettingsConfigDict( env_file=os.getenv( "ENV_FILE_OVERRIDE", f"./api/resources/env/{os.getenv('ENVIRONMENT', 'development')}.env", ), - env_prefix="CACHE_", ) - @model_validator(mode='after') - def check_type(self) -> 'CacheSettings': - if self.TYPE == 'redis': - if self.HOST is None: - raise ValueError('Cache requires HOST') - if self.PORT is None: - raise ValueError('Cache requires PORT') - if self.NAME is None: - raise ValueError(f'Cache requires NAME name {self.NAME}') + @model_validator(mode="after") + def check_type(self) -> "CacheSettings": + if self.CACHE_TYPE == "redis": + if self.CACHE_HOST is None: + raise ValueError("Cache requires HOST") + if self.CACHE_PORT is None: + raise ValueError("Cache requires PORT") + if self.CACHE_NAME is None: + raise ValueError(f"Cache requires NAME name {self.CACHE_NAME}") return self diff --git a/api/api/config/database.py b/api/api/config/database.py new file mode 100644 index 0000000..b6be185 --- /dev/null +++ b/api/api/config/database.py @@ -0,0 +1,60 @@ +import os +from functools import lru_cache +from typing import Literal, Optional + +from pydantic import model_validator +from pydantic_settings import BaseSettings, SettingsConfigDict + +from api.config.application import AppBaseSettings + + +class DatabaseSettings(AppBaseSettings): + DATABASE_TYPE: Literal["postgres", "sqlite", "none"] = "none" + DATABASE_HOST: Optional[str] = None + DATABASE_PORT: Optional[int] = None + DATABASE_NAME: Optional[str] = None + DATABASE_USER: Optional[str] = None + DATABASE_PASSWORD: Optional[str] = None + + model_config = SettingsConfigDict( + env_file=os.getenv( + "ENV_FILE_OVERRIDE", + f"./api/resources/env/{os.getenv('ENVIRONMENT', 'development')}.env", + ), + ) + + @model_validator(mode="after") + def check_type(self) -> "DatabaseSettings": + if self.DATABASE_TYPE == "none": + return self + + if self.DATABASE_NAME is None: + raise ValueError(f"Database requires NAME name {self.DATABASE_NAME}") + + if self.DATABASE_TYPE == "sqlite": + return self + + if self.DATABASE_HOST is None: + raise ValueError("Database requires HOST") + if self.DATABASE_PORT is None: + raise ValueError("Database requires PORT") + if self.DATABASE_USER is None: + raise ValueError(f"Database requires USER name {self.DATABASE_USER}") + if self.DATABASE_PASSWORD is None: + raise ValueError( + f"Database requires PASSWORD name {self.DATABASE_PASSWORD}" + ) + return self + + @property + def sqlite_database_url(self) -> str: + return f"sqlite:///{self.DATABASE_NAME}" + + @property + def pg_database_url(self) -> str: + return f"postgresql://{self.DATABASE_USER}:{self.DATABASE_PASSWORD}@{self.DATABASE_HOST}:{self.DATABASE_PORT}/{self.DATABASE_NAME}" + + +@lru_cache +def get_database_settings(): + return DatabaseSettings() diff --git a/api/api/main.py b/api/api/main.py index e53631f..fa34e98 100644 --- a/api/api/main.py +++ b/api/api/main.py @@ -1,13 +1,10 @@ -import asyncio import json -import threading import time -import traceback import uuid -from multiprocessing import Process from contextlib import asynccontextmanager import httpx +import tomli import uvicorn from fastapi import FastAPI, Depends from fastapi.exceptions import RequestValidationError @@ -15,34 +12,22 @@ from loguru import logger from starlette.requests import Request from starlette.responses import JSONResponse +from api.config.database import get_database_settings +from api.business.database import DatabaseFactory from api.routes import games, model, ping -from api.services.history.history import HistoryService -from server_thread import ServerThread - - -@asynccontextmanager -async def lifespan(_app: FastAPI): - # noinspection PyAsyncCall - d = asyncio.create_task( - HistoryService().start() - ) - d.add_done_callback(lambda _: logger.info("History Service has stopped")) - print(d) - yield - print("shutdown") - +with open("../pyproject.toml", "rb") as f: + _META = tomli.load(f) BASE_PATH = "/api/v1" app = FastAPI( title="Accuribet API", description="API that serves predictions for Sports Games", - version="0.1.0", + version=_META["tool"]["poetry"]["version"], openapi_url=f"{BASE_PATH}/openapi.json", docs_url=f"{BASE_PATH}/docs", - lifespan=lifespan, redoc_url=f"{BASE_PATH}/redoc", responses={ 422: { @@ -50,26 +35,55 @@ async def lifespan(_app: FastAPI): "content": { "application/json": { "example": { - "message": "Yeah theres seems to be something wrong with your request, check the errors field for more info", + "message": "Yeah theres seems to be something wrong with your request, check the errors field " + "for more info", "detail": "Validation Error", "errors": ["List of errors"], } } }, - } + }, + 424: { + "description": "Dependency Failed Error", + "content": { + "application/json": { + "example": { + "message": "Opps! Something went wrong on a dependency, check the errors field for more info", + "detail": "Dependency Failed Error", + "dependency": { + "name": "Name of the dependency", + "url": "URL of the dependency", + "response": "Response from the dependency", + }, + } + } + }, + }, }, ) -# + +@asynccontextmanager +async def lifespan(_: FastAPI): + db_settings = get_database_settings() + logger.info(f"Connecting to {db_settings.DATABASE_TYPE}") + db = DatabaseFactory.compute_or_get( + name=db_settings.DATABASE_TYPE, + db_settings=db_settings, + ) + await db.connect() + yield + await db.disconnect() + app.add_middleware( CORSMiddleware, allow_origins=[ - 'http://localhost:3000', + "http://localhost:3000", ], - # allow_credentials=True, - # allow_methods=["*"], - # allow_headers=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], ) @@ -82,7 +96,15 @@ async def log_body(request: Request): async def httpx_status_error_handler(_: Request, exc: httpx.HTTPStatusError): return JSONResponse( status_code=424, - content=exc.response.json(), + content={ + "message": "Opps! Something went wrong on a dependency, check the errors field for more info", + "detail": "Dependency Failed Error", + "dependency": { + "name": exc.request.url.host, + "url": exc.request.url, + "response": exc.response.json(), + }, + }, ) @@ -102,7 +124,7 @@ async def general_exception_handler(request: Request, exc: Exception): "exception": { "type": exc.__class__.__name__, "message": str(exc), - } + }, } logger.error( @@ -157,11 +179,5 @@ async def log(request: Request, call_next): for router in routers: app.include_router(router, prefix=BASE_PATH, dependencies=[Depends(log_body)]) - - - -if __name__ == '__main__': - - - - uvicorn.run("main:app", host="0.0.0.0", port=8000, access_log=False) +if __name__ == "__main__": + uvicorn.run("main:app", host="0.0.0.0", port=8000, access_log=False, reload=True) diff --git a/api/api/model/games/daily_game.py b/api/api/model/games/daily_game.py index a690f2e..3a3d254 100644 --- a/api/api/model/games/daily_game.py +++ b/api/api/model/games/daily_game.py @@ -54,33 +54,39 @@ class AwayTeam(BaseModel): periods: List[Period1] -class HomeLeaders(BaseModel): +class GamePlayerLeader(BaseModel): personId: int - name: str - jerseyNum: str - position: str - teamTricode: str + name: Optional[str] + jerseyNum: Optional[str] + position: Optional[str] + teamTricode: Optional[str] playerSlug: Any points: int rebounds: int assists: int -class AwayLeaders(BaseModel): - personId: int - name: str - jerseyNum: str - position: str - teamTricode: str - playerSlug: Any - points: int - rebounds: int - assists: int +class GameLeaders(BaseModel): + homeLeaders: GamePlayerLeader + awayLeaders: GamePlayerLeader + def home_is_empty(self) -> bool: + if self.homeLeaders is None: + return True -class GameLeaders(BaseModel): - homeLeaders: HomeLeaders - awayLeaders: AwayLeaders + if self.homeLeaders.name is None: + return True + + return False + + def away_is_empty(self) -> bool: + if self.awayLeaders is None: + return True + + if self.awayLeaders.name is None: + return True + + return False class PbOdds(BaseModel): @@ -107,7 +113,7 @@ class Game(BaseModel): gameSubtype: str homeTeam: HomeTeam awayTeam: AwayTeam - gameLeaders: GameLeaders + gameLeaders: Optional[GameLeaders] = None pbOdds: PbOdds @@ -123,6 +129,13 @@ class NBALiveData(BaseModel): scoreboard: Scoreboard +class PlayerLeader(BaseModel): + name: Optional[str] + points: Optional[int] + rebounds: Optional[int] + assists: Optional[int] + + class TeamData(BaseModel): id: int name: str @@ -130,6 +143,7 @@ class TeamData(BaseModel): wins: int losses: int abbreviation: str + leader: Optional[PlayerLeader] = None class DailyGame(BaseModel): @@ -181,6 +195,7 @@ def craft_response( wins=game.home_team.wins, losses=game.home_team.losses, abbreviation=game.home_team.abbreviation, + leader=game.home_team.leader, injuries=[ injury for injury in injuries @@ -194,13 +209,19 @@ def craft_response( wins=game.away_team.wins, losses=game.away_team.losses, abbreviation=game.away_team.abbreviation, + leader=game.away_team.leader, injuries=[ injury for injury in injuries if injury.team == game.away_team.abbreviation ], ), - odds=odds.get(game.home_team.abbreviation, None) if odds else None, + odds=odds.get( + game.home_team.abbreviation, + odds.get(game.away_team.abbreviation, None), + ) + if odds + else None, ) for game in games ] diff --git a/api/api/model/model/accuracy.py b/api/api/model/model/accuracy.py new file mode 100644 index 0000000..4c454d3 --- /dev/null +++ b/api/api/model/model/accuracy.py @@ -0,0 +1,20 @@ +from asyncpg import Record +from pydantic import ConfigDict, BaseModel + +from api.business.database import Database +from api.business.model import PredictionModel + + +class AccuracyModel(BaseModel): + model_name: str + accuracy: float + model_config = ConfigDict(protected_namespaces=()) + + @staticmethod + async def from_db(model: PredictionModel, db: Database) -> "AccuracyModel": + query_dates: list[Record] = await db.query( + model.accuracy_statement(), values=[model.model_name] + ) + return AccuracyModel( + model_name=query_dates[0]["model_name"], accuracy=query_dates[0]["win_rate"] + ) diff --git a/api/api/model/model/date_model.py b/api/api/model/model/date_model.py new file mode 100644 index 0000000..ae71c68 --- /dev/null +++ b/api/api/model/model/date_model.py @@ -0,0 +1,26 @@ +from asyncpg import Record +from pydantic import BaseModel, ConfigDict + +from api.business.database import Database +from loguru import logger + + +class DateModel(BaseModel): + dates: list[str] + model_name: str + + model_config = ConfigDict(protected_namespaces=()) + + @staticmethod + async def from_db(models: list[str], db: Database) -> list["DateModel"]: + dates: list["DateModel"] = [] + for model in models: + query = f"""SELECT DISTINCT date + FROM saved_games + WHERE model_name = $1 + ORDER BY date DESC """ + query_dates: list[Record] = await db.query(query, values=[model]) + str_dates = [date["date"] for date in query_dates] + dates.append(DateModel(dates=str_dates, model_name=model)) + + return dates diff --git a/api/api/resources/env/development.example.env b/api/api/resources/env/development.example.env new file mode 100644 index 0000000..0176474 --- /dev/null +++ b/api/api/resources/env/development.example.env @@ -0,0 +1,21 @@ +# App Settings +ENVIRONMENT=development +MODEL_DIR=api/resources/trained_models +DATA_DIR=api/resources/data +CF_WORKER_URL= + +# Cache Settings +CACHE_TYPE=redis +CACHE_HOST=localhost +CACHE_PORT=6379 +CACHE_NAME=0 + +# Database Settings +DATABASE_TYPE=postgres +DATABASE_HOST=localhost +DATABASE_PORT=5432 +DATABASE_NAME=postgres +DATABASE_USER=postgres +DATABASE_PASSWORD=postgres + + diff --git a/api/api/routes/games.py b/api/api/routes/games.py index 089e454..f409229 100644 --- a/api/api/routes/games.py +++ b/api/api/routes/games.py @@ -1,5 +1,6 @@ from typing import Optional +from loguru import logger import httpx from fastapi import APIRouter, Depends @@ -23,7 +24,7 @@ ) async def games( settings: AppSettings = Depends(get_settings), - no_odds: Optional[bool] = False, + with_odds: Optional[bool] = True, ) -> list[DailyGameResponse]: game_fetcher = DailyGameFactory.compute_or_get( name=settings.DAILY_GAMES_SOURCE, @@ -41,11 +42,9 @@ async def games( name=settings.ODDS_SOURCE, ) odds: Optional[dict[str, list[Odds]]] = ( - await odds_fetcher.fetch(games=daily_games) if not no_odds else None + await odds_fetcher.fetch(daily_games) if with_odds else None ) return DailyGameResponse.craft_response( - games=daily_games, - injuries=injuries, - odds=odds + games=daily_games, injuries=injuries, odds=odds ) diff --git a/api/api/routes/model.py b/api/api/routes/model.py index 046b8a3..6f17d8c 100644 --- a/api/api/routes/model.py +++ b/api/api/routes/model.py @@ -1,18 +1,26 @@ import json import os +import uuid from typing import Any, Optional -from fastapi import APIRouter, Depends +from asyncpg import Record +from fastapi import APIRouter, Depends, Path from loguru import logger from pandas import DataFrame +from sqlalchemy.orm import Session from starlette.exceptions import HTTPException from api.business.cache import CacheFactory from api.business.daily_games import DailyGameFactory, DailyGame +from api.business.database import DatabaseFactory, Database from api.business.model import PredictionModelFactory, PredictionModel, Prediction from api.config.application import AppSettings from api.config.application import get_settings from api.config.cache import CacheSettings, get_cache_settings +from api.config.database import DatabaseSettings, get_database_settings +from api.model.model.accuracy import AccuracyModel +from api.model.model.date_model import DateModel + from api.utils.daily_game import get_cache_key router = APIRouter(prefix="/model", tags=["Model"]) @@ -27,6 +35,7 @@ async def list_models() -> list[str]: return PredictionModelFactory.keys() + @router.get( "/predict/{name}", summary="Predicts the outcome of a sports game", @@ -38,7 +47,8 @@ async def list_models() -> list[str]: }, ) async def predict( - name: str, + # make sure its not blank + name: str = Path(..., title="Name of the model to use"), app_settings: AppSettings = Depends(get_settings), cache_setting: CacheSettings = Depends(get_cache_settings), ) -> list[Prediction]: @@ -93,11 +103,45 @@ async def predict( return predictions -@router.get("/history/{name}") -async def history(): - return {"message": "History"} +@router.get("/accuracy/{name}") +async def history( + name: str, + app_settings: AppSettings = Depends(get_settings), + db_settings: DatabaseSettings = Depends(get_database_settings), +) -> AccuracyModel: + model_names: list[str] = PredictionModelFactory.keys() + if name not in model_names: + raise HTTPException(status_code=404, detail=f"Model {name} not found") + + db: Database = DatabaseFactory.compute_or_get( + name=db_settings.DATABASE_TYPE, + ) + + model = PredictionModelFactory.compute_or_get( + name=name, + model_name=name, + model_dir=app_settings.MODEL_DIR, + ) + + return await AccuracyModel.from_db( + model=model, + db=db, + ) @router.get("/history/dates") -async def history_dates(): - return {"message": "History dates"} +async def history_dates( + db_settings: DatabaseSettings = Depends(get_database_settings), +) -> list[DateModel]: + db: Database = DatabaseFactory.compute_or_get( + name=db_settings.DATABASE_TYPE, + ) + + model_names: list[str] = PredictionModelFactory.keys() + + dates = await DateModel.from_db( + models=model_names, + db=db, + ) + + return dates diff --git a/api/poetry.lock b/api/poetry.lock index 63b8b65..30a1474 100644 --- a/api/poetry.lock +++ b/api/poetry.lock @@ -11,6 +11,25 @@ files = [ {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"}, ] +[[package]] +name = "alembic" +version = "1.13.1" +description = "A database migration tool for SQLAlchemy." +optional = false +python-versions = 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= ["pymysql"] +sqlcipher = ["sqlcipher3_binary"] + [[package]] name = "starlette" version = "0.32.0.post1" @@ -2374,4 +2619,4 @@ files = [ [metadata] lock-version = "2.0" python-versions = "3.11.0" -content-hash = "7291f4577b910717b3d51b6ad51db9f036f9e708890d5ecf97934beb360d5b53" +content-hash = "fa636f30f20e0bf4363b96b7fd703eadd40baee7f204486c5a8b4284357a25a3" diff --git a/api/pyproject.toml b/api/pyproject.toml index 96d51dc..7af51d9 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -8,24 +8,30 @@ readme = "README.md" [tool.poetry.dependencies] python = "3.11.0" -fastapi = { version = "^0.108.0", extras = ["all"] } -tensorflow = "2.15.0" -uvicorn = "^0.25.0" loguru = "^0.7.2" httpx = "^0.26.0" -pandas = "^2.1.4" python-dotenv = "^1.0.0" redis = {extras = ["hiredis"], version = "^5.0.1"} openai = "^1.6.1" -server-thread = "^0.2.0" +sqlalchemy = "^2.0.25" +psycopg2 = {extras = ["extras"], version = "^2.9.9"} +alembic = "^1.13.1" +asyncpg = "^0.29.0" + + + + +[tool.poetry.group.api.dependencies] +fastapi = { version = "^0.108.0", extras = ["all"] } +tensorflow = "2.15.0" +uvicorn = "^0.25.0" +pandas = "^2.1.4" [tool.poetry.dev-dependencies] poethepoet = "^0.24.4" black = "^23.12.1" - - [tool.poe.tasks.run] help = 'Runs the API server locally' cmd = 'python api/main.py' diff --git a/api/api/services/history/history.py b/api/services/history/history.py similarity index 87% rename from api/api/services/history/history.py rename to api/services/history/history.py index 7359c70..b19c02c 100644 --- a/api/api/services/history/history.py +++ b/api/services/history/history.py @@ -9,24 +9,19 @@ from api.business.model import Prediction from api.model.games.daily_game import DailyGameResponse -from api.services.history.saver import GameSaverFactory, SavedGame, GameSaver from api.business.service import Service +from services.history.saver import GameSaver, GameSaverFactory, SavedGame -client = httpx.Client( - base_url=f"{os.getenv('API_HOST', 'http://localhost:8000')}/api/v1", - timeout=60 -) ONE_HOUR_IN_SECONDS = 60 * 60 FIFTEEN_MINUTES_IN_SECONDS = 60 * 15 class HistoryService(Service): - + async def start(self): - await asyncio.sleep(10) + while True: - response = client.get('/games/daily') - print(response) + response = await self.client.get('/games/daily') response.raise_for_status() response_json = response.json() @@ -44,7 +39,7 @@ async def start(self): continue logger.info(f"Found {len(games)} games, all are finished. Predicting") - model_response = client.get('/model/list') + model_response = await self.client.get('/model/list') model_response.raise_for_status() models = model_response.json() saver: GameSaver = GameSaverFactory.compute_or_get(name='disk') @@ -53,7 +48,7 @@ async def start(self): saved_games: list[SavedGame] = [] for model in models: logger.info(f"Predicting with {model}") - predictions_response = client.get(f'/model/predict/{model}') + predictions_response = await self.client.get(f'/model/predict/{model}') predictions_response.raise_for_status() predictions: list[Prediction] = [Prediction.model_validate(prediction) for prediction in predictions_response.json()] diff --git a/api/api/services/history/saver.py b/api/services/history/saver.py similarity index 96% rename from api/api/services/history/saver.py rename to api/services/history/saver.py index 574755b..eb1037b 100644 --- a/api/api/services/history/saver.py +++ b/api/services/history/saver.py @@ -2,7 +2,7 @@ import os from abc import ABC, abstractmethod -from pydantic import BaseModel +from pydantic import BaseModel, ConfigDict from api.business.factory import AbstractFactory, FactoryItem from api.business.model import Prediction @@ -14,6 +14,9 @@ class SavedGame(BaseModel): prediction: Prediction model_name: str + model_config = ConfigDict( + protected_namespaces=() + ) class GameSaver(ABC): @abstractmethod diff --git a/api/services/main.py b/api/services/main.py new file mode 100644 index 0000000..bcff610 --- /dev/null +++ b/api/services/main.py @@ -0,0 +1,37 @@ +import asyncio + +from history.history import HistoryService +from services.missed_games.missed_games import MissedGames +from loguru import logger +class ServiceManager: + def __init__(self): + self.services = [] + + def add_service(self, service): + self.services.append(service) + + async def start(self): + logger.debug(f"Starting {len(self.services)} services") + + tasks = [asyncio.create_task(service.start()) for service in self.services] + await asyncio.gather(*tasks) + + + async def stop(self): + for service in self.services: + await service.stop() + + @staticmethod + def from_services(services): + manager = ServiceManager() + for service in services: + manager.add_service(service) + return manager + + async def restart(self): + await self.stop() + await self.start() + +if __name__ == "__main__": + service_manager = ServiceManager.from_services([MissedGames(), HistoryService()]) + asyncio.run(service_manager.start()) \ No newline at end of file diff --git a/api/services/missed_games/missed_games.py b/api/services/missed_games/missed_games.py new file mode 100644 index 0000000..ecfffe0 --- /dev/null +++ b/api/services/missed_games/missed_games.py @@ -0,0 +1,15 @@ +import asyncio +from loguru import logger +from api.business.service import Service + + +class MissedGames(Service): + + async def start(self): + while True: + dates = await self.client.get('/history/dates') + dates.raise_for_status() + dates_json = dates.json() + + logger.info(f"Found {len(dates_json)} dates with {dates_json} games") + await asyncio.sleep(50) diff --git a/services/.dockerignore b/services/.dockerignore deleted file mode 100644 index c3414bd..0000000 --- a/services/.dockerignore +++ /dev/null @@ -1,3 +0,0 @@ -.venv -.idea -**/__pycache__ \ No newline at end of file diff --git a/services/.gitignore b/services/.gitignore deleted file mode 100644 index 4c8ba13..0000000 --- a/services/.gitignore +++ /dev/null @@ -1,4 +0,0 @@ -.venv -.idea -__pycache__ -**/__pycache__/ \ No newline at end of file diff --git a/services/Dockerfile b/services/Dockerfile deleted file mode 100644 index 7937f0e..0000000 --- a/services/Dockerfile +++ /dev/null @@ -1,26 +0,0 @@ -# Use the official Python 3.11 image as a base image -FROM python:3.11.0-slim - 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Montague Jr. "] -readme = "README.md" - -[tool.poetry.dependencies] -python = "3.11.0" -api = {path = "../api"} -loguru = "^0.7.2" - - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" diff --git a/services/services/business/manager.py b/services/services/business/manager.py deleted file mode 100644 index 15238cc..0000000 --- a/services/services/business/manager.py +++ /dev/null @@ -1,37 +0,0 @@ -import multiprocessing -from multiprocessing import Process, Event - -from services.service import Service - - -class ServiceManager: - processes: list[Process] - stop_event: Event - services: list[Service] - - @classmethod - def from_services(cls, services: list[Service]): - return cls(services) - - def __init__(self, services: list[Service]): - self.services = services - self.processes = [] - self.stop_event = Event() - - - def start(self): - for service in self.services: - process = Process(target=service.start, args=(self.stop_event,)) - process.start() - self.processes.append(process) - - def stop(self): - self.stop_event.set() - for process in self.processes: - process.join() - - - def restart(self): - self.stop() - self.start() - diff --git a/services/services/business/service.py b/services/services/business/service.py deleted file mode 100644 index e046396..0000000 --- a/services/services/business/service.py +++ /dev/null @@ -1,12 +0,0 @@ -from abc import abstractmethod -from multiprocessing import Event - - -class Service: - @abstractmethod - def start(self, stop_event: Event): - raise NotImplementedError - - - - diff --git a/services/services/history/history.py b/services/services/history/history.py deleted file mode 100644 index 3ce89a1..0000000 --- a/services/services/history/history.py +++ /dev/null @@ -1,81 +0,0 @@ -import os -import time -from datetime import datetime -from multiprocessing import Event - -import httpx -from loguru import logger - -from api.business.model import Prediction -from api.main import BASE_PATH -from api.model.games.daily_game import DailyGameResponse -from services.history.saver import GameSaverFactory, SavedGame, GameSaver -from services.business.service import Service - -client = httpx.Client( - base_url=f"{os.getenv('API_HOST', 'http://localhost:8000')}{BASE_PATH}" -) -ONE_HOUR_IN_SECONDS = 60 * 60 -FIFTEEN_MINUTES_IN_SECONDS = 60 * 15 - - -class HistoryService(Service): - - def start(self, stop_event: Event): - while not stop_event.is_set(): - response = client.get('/games/daily') - response.raise_for_status() - response_json = response.json() - - games: list[DailyGameResponse] = [DailyGameResponse.model_validate(game) for game in response_json] - - if len(games) == 0: - logger.info(f"No games found for {datetime.now()}. Retrying in 1 hour") - time.sleep(ONE_HOUR_IN_SECONDS) - continue - - # if not all(game.is_finished() for game in games): - # logger.info(f"Found {len(games)} games, but not all are finished. Retrying in 15 minutes") - # time.sleep(FIFTEEN_MINUTES_IN_SECONDS) - # continue - - logger.info(f"Found {len(games)} games, all are finished. Predicting") - model_response = client.get('/model/list') - model_response.raise_for_status() - models = model_response.json() - saver: GameSaver = GameSaverFactory.compute_or_get(name='disk') - games: list[DailyGameResponse] = saver.is_saved(games) - print(games) - saved_games: list[SavedGame] = [] - for model in models: - logger.info(f"Predicting with {model}") - predictions_response = client.get(f'/model/predict/{model}') - predictions_response.raise_for_status() - predictions: list[Prediction] = [Prediction.model_validate(prediction) for prediction in - predictions_response.json()] - logger.info(f"Predictions: {predictions}") - associated_game = next((game for game in games if - game.home_team.name == predictions[0].prediction or game.away_team.name == - predictions[0].prediction), None) - if associated_game is None: - logger.info(f"No game found for {predictions[0].game_id}") - continue - - for prediction in predictions: - saved_games.append(SavedGame( - daily_game=associated_game, - prediction=prediction, - model_name=model - )) - - if len(saved_games) == 0: - logger.info(f"No games found for {datetime.now()}. Retrying in 1 hour") - time.sleep(ONE_HOUR_IN_SECONDS) - continue - - logger.info(f"Saving {len(saved_games)} games") - successful_saves = saver.save(saved_games) - logger.info(f"Saved {successful_saves} games") - - logger.info(f"Done predicting, sleeping for 1 hour") - time.sleep(10) diff --git a/services/services/history/saver.py b/services/services/history/saver.py deleted file mode 100644 index 574755b..0000000 --- a/services/services/history/saver.py +++ /dev/null @@ -1,107 +0,0 @@ -import json -import os -from abc import ABC, abstractmethod - -from pydantic import BaseModel - -from api.business.factory import AbstractFactory, FactoryItem -from api.business.model import Prediction -from api.model.games.daily_game import DailyGame, DailyGameResponse - - -class SavedGame(BaseModel): - daily_game: DailyGameResponse - prediction: Prediction - model_name: str - - -class GameSaver(ABC): - @abstractmethod - def save(self, games: list[SavedGame]) -> int: - """ - Saves a game to a datastore - - :param game: DailyGame object - :return: int representing the number of games saved - """ - - @abstractmethod - def is_saved(self, games: list[DailyGameResponse]) -> list[DailyGameResponse]: - """ - Checks if a game is already saved - :param list[DailyGameResponse] game: DailyGame object - :return list[DailyGameResponse]: Returns a list of games that are not saved - """ - - -class DiskBasedGameSaver(GameSaver): - def save(self, games: list[SavedGame]) -> int: - """ - Saves a game to a datastore - - :param game: DailyGame object - :return: int representing the number of games saved - """ - directory = '/tmp/nba-predictions' - if not os.path.exists(directory): - os.makedirs(directory) - - date = games[0].daily_game.date.replace("-", "") - with open(f"{directory}/{date}.json", "w") as f: - content_dumped = json.dumps([game.model_dump() for game in games]) - f.write(content_dumped) - - return len(games) - - - def is_saved(self, games: list[DailyGameResponse]) -> list[DailyGameResponse]: - """ - Checks if a game is already saved - - :param games: DailyGame object - :return: bool representing if the game is saved - """ - directory = '/tmp/nba-predictions' - print(games) - if not os.path.exists(directory): - os.makedirs(directory) - - date = games[0].date.replace("-", "") - if not os.path.exists(f"{directory}/{date}.json"): - return games - - with open(f"{directory}/{date}.json", "r") as f: - saved_games = f.read() - saved_games = json.loads(saved_games) - - saved_games = [SavedGame.model_validate(game) for game in saved_games] - saved_games = [game.daily_game for game in saved_games] - saved_games = [DailyGameResponse.model_validate(game) for game in saved_games] - saved_games = [game for game in saved_games if game not in games] - return saved_games - -class RedisBasedGameSaver(GameSaver): - def save(self, game: list[SavedGame]) -> int: - """ - Saves a game to a datastore - - :param game: DailyGame object - :return: int representing the number of games saved - """ - pass - - def is_saved(self, games: list[DailyGame]) -> list[DailyGame]: - """ - Checks if a game is already saved - - :param games: DailyGame object - :return: bool representing if the game is saved - """ - pass - - -class GameSaverFactory(AbstractFactory): - _values: dict[str, FactoryItem] = { - "redis": FactoryItem(name="redis", factory_item=RedisBasedGameSaver), - "disk": FactoryItem(name="disk", factory_item=DiskBasedGameSaver), - } diff --git a/services/services/main.py b/services/services/main.py deleted file mode 100644 index 84a67b8..0000000 --- a/services/services/main.py +++ /dev/null @@ -1,38 +0,0 @@ -import signal -import time - -from loguru import logger - -from services.history.history import HistoryService -from services.manager import ServiceManager - - -def signal_handler(manager, signum, frame): - print(f"Received signal {signum}, stopping services...") - manager.stop() - logger.info("Services stopped") - exit(0) - - -def main(): - manager = ServiceManager.from_services( - [ - HistoryService(), - ] - ) - - manager.start() - # Register signal handlers - signal.signal(signal.SIGINT, lambda signum, frame: signal_handler(manager, signum, frame)) - signal.signal(signal.SIGTERM, lambda signum, frame: signal_handler(manager, signum, frame)) - logger.info("Services started") - - try: - while True: - time.sleep(1) - except SystemExit: - pass - - -if __name__ == "__main__": - main() diff --git a/ui/src/App.tsx b/ui/src/App.tsx index 02e9f3b..78faafd 100644 --- a/ui/src/App.tsx +++ b/ui/src/App.tsx @@ -12,7 +12,7 @@ const About = lazy(() => import('./pages/About')); const App: Component = () => { return ( <> -
+