server: (router) move model downloading to dedicated process (#24834)
* server: real-time model load progress tracking via /models/sse * update docs * server: move model download to child process * rm unused * fix most problems * clean up * nit fixes * fix test case * do not detact() thread * shorter MODEL_DOWNLOAD_TIMEOUT in test * throttle
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@@ -257,14 +257,25 @@ def test_router_reload_models():
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MODEL_DOWNLOAD_ID = "ggml-org/test-model-router-download:F16"
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MODEL_DOWNLOAD_TIMEOUT = 300
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MODEL_DOWNLOAD_TIMEOUT = 30
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def _listen_sse(server: ServerProcess, collected: list, stop: threading.Event):
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"""Collect /models/sse events into `collected` until `stop` is set."""
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def _listen_sse(
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server: ServerProcess, collected: list, stop: threading.Event, ready: threading.Event | None = None
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):
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"""Collect /models/sse events into `collected` until `stop` is set.
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When `ready` is provided, it is set once the streaming response is open,
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i.e. the server has accepted the connection and registered us as a
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subscriber. Callers that trigger one-shot events (e.g. download_finished)
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must wait on `ready` before acting, otherwise the event can be broadcast
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before this client is subscribed and be lost.
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"""
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url = f"http://{server.server_host}:{server.server_port}/models/sse"
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try:
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with requests.get(url, stream=True, timeout=MODEL_DOWNLOAD_TIMEOUT) as resp:
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if ready is not None:
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ready.set()
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for line_bytes in resp.iter_lines():
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if stop.is_set():
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break
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@@ -294,11 +305,17 @@ def test_router_download_model():
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sse_events: list = []
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stop = threading.Event()
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sse_ready = threading.Event()
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sse_thread = threading.Thread(
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target=_listen_sse, args=(server, sse_events, stop), daemon=True
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target=_listen_sse, args=(server, sse_events, stop, sse_ready), daemon=True
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)
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sse_thread.start()
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# wait for the SSE client to be subscribed before triggering the download,
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# otherwise the one-shot download_finished event can be broadcast before
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# this client is registered and be lost
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assert sse_ready.wait(10), "SSE client failed to connect"
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# Trigger the download
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res = server.make_request("POST", "/models", data={"model": MODEL_DOWNLOAD_ID})
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assert res.status_code == 200
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@@ -328,13 +345,17 @@ def test_router_delete_model():
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# Ensure the model exists (download it if needed)
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if MODEL_DOWNLOAD_ID not in _get_model_ids(is_reload=False):
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res = server.make_request("POST", "/models", data={"model": MODEL_DOWNLOAD_ID})
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assert res.status_code == 200
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sse_events: list = []
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stop = threading.Event()
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sse_ready = threading.Event()
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threading.Thread(
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target=_listen_sse, args=(server, sse_events, stop), daemon=True
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target=_listen_sse, args=(server, sse_events, stop, sse_ready), daemon=True
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).start()
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# subscribe before triggering the download so the one-shot
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# download_finished event is not lost (see test_router_download_model)
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assert sse_ready.wait(10), "SSE client failed to connect"
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res = server.make_request("POST", "/models", data={"model": MODEL_DOWNLOAD_ID})
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assert res.status_code == 200
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finished = _wait_for_sse_event(
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sse_events, "download_finished", MODEL_DOWNLOAD_ID, MODEL_DOWNLOAD_TIMEOUT
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)
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