import os from functools import wraps from typing import Any, Awaitable, Callable import uvicorn from fastapi import FastAPI, Request from fastapi.middleware.cors import CORSMiddleware from fastapi.responses import JSONResponse from inference.core import logger from inference.enterprise.stream_management.api.entities import ( CommandResponse, InferencePipelineStatusResponse, ListPipelinesResponse, PipelineInitialisationRequest, ) from inference.enterprise.stream_management.api.errors import ( ConnectivityError, ProcessesManagerAuthorisationError, ProcessesManagerClientError, ProcessesManagerInvalidPayload, ProcessesManagerNotFoundError, ) from inference.enterprise.stream_management.api.stream_manager_client import ( StreamManagerClient, ) from inference.enterprise.stream_management.manager.entities import ( STATUS_KEY, OperationStatus, ) API_HOST = os.getenv("STREAM_MANAGEMENT_API_HOST", "127.0.0.1") API_PORT = int(os.getenv("STREAM_MANAGEMENT_API_PORT", "8080")) OPERATIONS_TIMEOUT = os.getenv("STREAM_MANAGER_OPERATIONS_TIMEOUT") if OPERATIONS_TIMEOUT is not None: OPERATIONS_TIMEOUT = float(OPERATIONS_TIMEOUT) STREAM_MANAGER_CLIENT = StreamManagerClient.init( host=os.getenv("STREAM_MANAGER_HOST", "127.0.0.1"), port=int(os.getenv("STREAM_MANAGER_PORT", "7070")), operations_timeout=OPERATIONS_TIMEOUT, ) app = FastAPI() app.add_middleware( CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"], ) def with_route_exceptions(route: callable) -> Callable[[Any], Awaitable[JSONResponse]]: @wraps(route) async def wrapped_route(*args, **kwargs): try: return await route(*args, **kwargs) except ProcessesManagerInvalidPayload as error: resp = JSONResponse( status_code=400, content={STATUS_KEY: OperationStatus.FAILURE, "message": str(error)}, ) logger.exception("Processes Manager - invalid payload error") return resp except ProcessesManagerAuthorisationError as error: resp = JSONResponse( status_code=401, content={STATUS_KEY: OperationStatus.FAILURE, "message": str(error)}, ) logger.exception("Processes Manager - authorisation error") return resp except ProcessesManagerNotFoundError as error: resp = JSONResponse( status_code=404, content={STATUS_KEY: OperationStatus.FAILURE, "message": str(error)}, ) logger.exception("Processes Manager - not found error") return resp except ConnectivityError as error: resp = JSONResponse( status_code=503, content={STATUS_KEY: OperationStatus.FAILURE, "message": str(error)}, ) logger.exception("Processes Manager connectivity error occurred") return resp except ProcessesManagerClientError as error: resp = JSONResponse( status_code=500, content={STATUS_KEY: OperationStatus.FAILURE, "message": str(error)}, ) logger.exception("Processes Manager error occurred") return resp except Exception: resp = JSONResponse( status_code=500, content={ STATUS_KEY: OperationStatus.FAILURE, "message": "Internal error.", }, ) logger.exception("Internal error in API") return resp return wrapped_route @app.get( "/list_pipelines", response_model=ListPipelinesResponse, summary="List active pipelines", description="Listing all active pipelines in the state of ProcessesManager being queried.", ) @with_route_exceptions async def list_pipelines(_: Request) -> ListPipelinesResponse: return await STREAM_MANAGER_CLIENT.list_pipelines() @app.get( "/status/{pipeline_id}", response_model=InferencePipelineStatusResponse, summary="Get status of pipeline", description="Returns detailed statis of Inference Pipeline in the state of ProcessesManager being queried.", ) @with_route_exceptions async def get_status(pipeline_id: str) -> InferencePipelineStatusResponse: return await STREAM_MANAGER_CLIENT.get_status(pipeline_id=pipeline_id) @app.post( "/initialise", response_model=CommandResponse, summary="Initialise the pipeline", description="Starts new Inference Pipeline within the state of ProcessesManager being queried.", ) @with_route_exceptions async def initialise(request: PipelineInitialisationRequest) -> CommandResponse: return await STREAM_MANAGER_CLIENT.initialise_pipeline( initialisation_request=request ) @app.post( "/pause/{pipeline_id}", response_model=CommandResponse, summary="Pauses the pipeline processing", description="Mutes the VideoSource of Inference Pipeline within the state of ProcessesManager being queried.", ) @with_route_exceptions async def pause(pipeline_id: str) -> CommandResponse: return await STREAM_MANAGER_CLIENT.pause_pipeline(pipeline_id=pipeline_id) @app.post( "/resume/{pipeline_id}", response_model=CommandResponse, summary="Resumes the pipeline processing", description="Resumes the VideoSource of Inference Pipeline within the state of ProcessesManager being queried.", ) @with_route_exceptions async def resume(pipeline_id: str) -> CommandResponse: return await STREAM_MANAGER_CLIENT.resume_pipeline(pipeline_id=pipeline_id) @app.post( "/terminate/{pipeline_id}", response_model=CommandResponse, summary="Terminates the pipeline processing", description="Terminates the VideoSource of Inference Pipeline within the state of ProcessesManager being queried.", ) @with_route_exceptions async def terminate(pipeline_id: str) -> CommandResponse: return await STREAM_MANAGER_CLIENT.terminate_pipeline(pipeline_id=pipeline_id) if __name__ == "__main__": uvicorn.run(app, host=API_HOST, port=API_PORT)