FastAPI-based working frontend (#10)
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20
playground/http_client.py
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20
playground/http_client.py
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import requests
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import json
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def http_bot():
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prompt = "How are you? I'm fine."
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headers = {"User-Agent": "Test Client"}
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pload = {
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"prompt": prompt,
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}
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response = requests.post("http://localhost:10002", headers=headers, json=pload, stream=True)
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for chunk in response.iter_lines(chunk_size=8192, decode_unicode=False, delimiter=b"\0"):
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if chunk:
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data = json.loads(chunk.decode("utf-8"))
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output = data["text"]
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yield output
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for h in http_bot():
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print(h, end="", flush=True)
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40
playground/streaming_fastapi_worker.py
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40
playground/streaming_fastapi_worker.py
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import argparse
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import asyncio
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import time
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from typing import Union
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import json
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from fastapi import FastAPI, Request
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from fastapi.responses import StreamingResponse
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import uvicorn
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app = FastAPI()
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async def text_streamer(args):
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context = args["prompt"]
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words = context.split(" ")
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for word in words:
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await asyncio.sleep(1)
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print("word:", word)
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ret = {
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"text": word + " ",
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"error": 0,
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}
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yield (json.dumps(ret) + "\0").encode("utf-8")
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@app.post("/")
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async def read_root(request: Request):
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args = await request.json()
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return StreamingResponse(text_streamer(args))
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if __name__ == "__main__":
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parser = argparse.ArgumentParser()
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parser.add_argument("--host", type=str, default="localhost")
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parser.add_argument("--port", type=int, default=10002)
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args = parser.parse_args()
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uvicorn.run(app, host=args.host, port=args.port, log_level="info")
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