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Browse files- src/app.py +117 -0
src/app.py
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from typing import Annotated, Any, Generator
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from pathlib import Path
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from gymnasium.wrappers.record_video import RecordVideo
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from litrl.env.make import make
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from litrl.common.agent import RandomAgent
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from litrl.env.typing import SingleAgentId
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from fastapi import Depends, FastAPI, Request, status
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from fastapi.exceptions import RequestValidationError
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import JSONResponse
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from litrl.env.connect_four import Board
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from loguru import logger
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from fastapi.responses import StreamingResponse
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from src.app_state import AppState
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from src.typing import CpuConfig
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from src.huggingface.huggingface_client import HuggingFaceClient
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def stream_mp4(mp4_path: Path) -> StreamingResponse:
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def iter_file()-> Generator[bytes, Any, None]:
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with mp4_path.open(mode="rb") as env_file:
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yield from env_file
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return StreamingResponse(content=iter_file(), media_type="video/mp4")
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def create_app() -> FastAPI:
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app = FastAPI()
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@app.post("/", response_model=int)
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def bot_action(
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board: Board,
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cpuConfig: CpuConfig,
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app_state: Annotated[AppState, Depends(dependency=AppState)],
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) -> int:
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app_state.set_config(cpu_config=cpuConfig)
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app_state.set_board(board=board)
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return app_state.get_action()
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@app.post(path=f"/game", response_model=str)
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def bot_action(
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env_id: SingleAgentId,
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) -> str:
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env = RecordVideo(
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env=make(id=env_id, render_mode="rgb_array"),
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video_folder="tmp",
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)
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env.reset(seed=123)
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agent = RandomAgent[Any, Any]()
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terminated, truncated = False, False
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while not (terminated or truncated):
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action = agent.get_action(env=env)
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_, _, terminated, truncated, _ = env.step(action=action)
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env.render()
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env.video_recorder.close()
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return stream_mp4(mp4_path=Path(env.video_recorder.path))
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@app.get(path=f"/hfmp4")
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def fh_stream(
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env_id: SingleAgentId,
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hf_client: Annotated[HuggingFaceClient, Depends(dependency=HuggingFaceClient)],
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) -> StreamingResponse:
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hf_client.mp4_paths[env_id]
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return stream_mp4(mp4_path=hf_client.mp4_paths[env_id])
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@app.get(path=f"/mp4")
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def bot_action(
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env_id: SingleAgentId,
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) -> str:
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env = make(id=env_id, render_mode="rgb_array")
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env = RecordVideo(
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env=env,
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video_folder="tmp",
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)
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env.reset(seed=123)
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agent = RandomAgent[Any, Any]()
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terminated, truncated = False, False
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while not (terminated or truncated):
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action = agent.get_action(env=env)
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_, _, terminated, truncated, _ = env.step(action=action)
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env.render()
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env.video_recorder.close()
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return stream_mp4(mp4_path=Path(env.video_recorder.path))
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@app.exception_handler(exc_class_or_status_code=RequestValidationError)
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async def validation_exception_handler(
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request: Request, exc: RequestValidationError
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) -> JSONResponse:
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logger.debug(f"url: {request.url}")
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if hasattr(request, "_body"):
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logger.debug(f"body: {request._body}")
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logger.debug(f"header: {request.headers}")
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logger.error(f"{request}: {exc}")
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exc_str = f"{exc}".replace("\n", " ").replace(" ", " ")
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content = {"status_code": 10422, "message": exc_str, "data": None}
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return JSONResponse(
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content=content, status_code=status.HTTP_422_UNPROCESSABLE_ENTITY
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)
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app.add_middleware(
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middleware_class=CORSMiddleware,
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allow_origins="*",
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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return app
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if __name__ == "__main__":
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import uvicorn
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import argparse
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parser = argparse.ArgumentParser()
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parser.add_argument("--host", type=str, default="0.0.0.0")
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parser.add_argument("--port", type=int, default=8000)
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args = parser.parse_args()
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config = uvicorn.Config(app=create_app(), host=args.host, port=args.port, log_level="info")
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server = uvicorn.Server(config=config)
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server.run()
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