Non-streaming simple fastapi server (#144)
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@@ -233,7 +233,7 @@ async def create_completion(raw_request: Request):
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async for res in result_generator:
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if await raw_request.is_disconnected():
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# Abort the request if the client disconnects.
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await server.abort(request_id)
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await abort_request()
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return create_error_response(HTTPStatus.BAD_REQUEST,
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"Client disconnected")
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final_res = res
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@@ -3,7 +3,7 @@ import json
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from typing import AsyncGenerator
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from fastapi import BackgroundTasks, FastAPI, Request
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from fastapi.responses import StreamingResponse
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from fastapi.responses import Response, StreamingResponse
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import uvicorn
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from cacheflow.sampling_params import SamplingParams
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@@ -17,19 +17,22 @@ app = FastAPI()
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@app.post("/generate")
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async def generate_stream(request: Request) -> StreamingResponse:
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async def generate(request: Request) -> Response:
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""" Stream the results of the generation request.
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The request should be a JSON object with the following fields:
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- prompt: the prompt to use for the generation.
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- stream: whether to stream the results or not.
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- other fields: the sampling parameters (See `SamplingParams` for details).
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"""
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request_dict = await request.json()
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prompt = request_dict.pop("prompt")
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stream = request_dict.pop("stream", False)
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sampling_params = SamplingParams(**request_dict)
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request_id = random_uuid()
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results_generator = server.generate(prompt, sampling_params, request_id)
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# Streaming case
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async def stream_results() -> AsyncGenerator[bytes, None]:
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async for request_output in results_generator:
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prompt = request_output.prompt
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@@ -37,19 +40,35 @@ async def generate_stream(request: Request) -> StreamingResponse:
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prompt + output.text
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for output in request_output.outputs
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]
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ret = {
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"text": text_outputs,
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"error": 0,
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}
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ret = {"text": text_outputs}
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yield (json.dumps(ret) + "\0").encode("utf-8")
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async def abort_request() -> None:
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await server.abort(request_id)
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background_tasks = BackgroundTasks()
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# Abort the request if the client disconnects.
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background_tasks.add_task(abort_request)
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return StreamingResponse(stream_results(), background=background_tasks)
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if stream:
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background_tasks = BackgroundTasks()
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# Abort the request if the client disconnects.
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background_tasks.add_task(abort_request)
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return StreamingResponse(stream_results(), background=background_tasks)
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# Non-streaming case
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final_output = None
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async for request_output in results_generator:
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if await request.is_disconnected():
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# Abort the request if the client disconnects.
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await server.abort(request_id)
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return Response(status_code=499)
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final_output = request_output
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assert final_output is not None
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prompt = final_output.prompt
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text_outputs = [
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prompt + output.text
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for output in final_output.outputs
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]
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ret = {"text": text_outputs}
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return Response(content=json.dumps(ret))
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if __name__ == "__main__":
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