83 lines
2.2 KiB
Python
83 lines
2.2 KiB
Python
# flake8: noqa
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# __begin_example__
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import time
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from typing import Generator
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import requests
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from starlette.responses import StreamingResponse
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from starlette.requests import Request
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from ray import serve
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@serve.deployment
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class StreamingResponder:
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def generate_numbers(self, max: int) -> Generator[str, None, None]:
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for i in range(max):
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yield str(i)
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time.sleep(0.1)
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def __call__(self, request: Request) -> StreamingResponse:
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max = request.query_params.get("max", "25")
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gen = self.generate_numbers(int(max))
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return StreamingResponse(gen, status_code=200, media_type="text/plain")
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serve.run(StreamingResponder.bind())
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r = requests.get("http://localhost:8000?max=10", stream=True)
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start = time.time()
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r.raise_for_status()
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for chunk in r.iter_content(chunk_size=None, decode_unicode=True):
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print(f"Got result {round(time.time()-start, 1)}s after start: '{chunk}'")
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# __end_example__
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r = requests.get("http://localhost:8000?max=10", stream=True)
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r.raise_for_status()
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for i, chunk in enumerate(r.iter_content(chunk_size=None, decode_unicode=True)):
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assert chunk == str(i)
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# __begin_cancellation__
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import asyncio
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import time
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from typing import AsyncGenerator
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import requests
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from starlette.responses import StreamingResponse
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from starlette.requests import Request
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from ray import serve
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@serve.deployment
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class StreamingResponder:
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async def generate_forever(self) -> AsyncGenerator[str, None]:
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try:
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i = 0
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while True:
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yield str(i)
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i += 1
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await asyncio.sleep(0.1)
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except asyncio.CancelledError:
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print("Cancelled! Exiting.")
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def __call__(self, request: Request) -> StreamingResponse:
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gen = self.generate_forever()
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return StreamingResponse(gen, status_code=200, media_type="text/plain")
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serve.run(StreamingResponder.bind())
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r = requests.get("http://localhost:8000?max=10", stream=True)
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start = time.time()
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r.raise_for_status()
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for i, chunk in enumerate(r.iter_content(chunk_size=None, decode_unicode=True)):
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print(f"Got result {round(time.time()-start, 1)}s after start: '{chunk}'")
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if i == 10:
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print("Client disconnecting")
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break
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# __end_cancellation__
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