Update main.py
Browse files
main.py
CHANGED
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@@ -30,9 +30,9 @@ DEFAULT_TEMP = float(os.getenv("DEFAULT_TEMPERATURE", "0.6"))
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DEFAULT_TOP_P = float(os.getenv("DEFAULT_TOP_P", "0.95"))
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DEFAULT_TOKENS = int(os.getenv("DEFAULT_MAX_TOKENS", "32000"))
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REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", "
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MAX_RETRIES = int(os.getenv("MAX_RETRIES", "3"))
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RETRY_BASE_DELAY = float(os.getenv("RETRY_BASE_DELAY", "1.
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logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
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log = logging.getLogger(__name__)
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@@ -107,7 +107,7 @@ async def lifespan(app: FastAPI):
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app = FastAPI(
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title="FHR",
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version="4.
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lifespan=lifespan,
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)
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@@ -123,7 +123,6 @@ app.add_middleware(
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# Utilities
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# ---------------------------------------------------------------------------
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def _content_str(m: Message) -> str:
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if isinstance(m.content, str):
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return m.content
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@@ -160,24 +159,14 @@ def _build_prompt(messages: list[Message]) -> str:
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# ---------------------------------------------------------------------------
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def _extract_text(result: Any) -> str:
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"""
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Robust extraction of assistant text from Gradio result.
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Works with:
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- tuple
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- result.data
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- dict["value"]
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- direct list
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"""
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if hasattr(result, "data"):
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result = result.data
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if isinstance(result, tuple):
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result = list(result)
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if isinstance(result, dict):
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result = result["value"]
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if isinstance(result, list) and result:
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last = result[-1]
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@@ -197,7 +186,7 @@ def _extract_text(result: Any) -> str:
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if isinstance(result, str):
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return result.strip()
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raise ValueError(
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# ---------------------------------------------------------------------------
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@@ -254,47 +243,56 @@ async def _call_falcon(prompt: str, req: ChatCompletionRequest) -> str:
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# ---------------------------------------------------------------------------
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#
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# ---------------------------------------------------------------------------
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async def
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"max_new_tokens": req.max_tokens,
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"top_p": req.top_p,
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}
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await
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stream = await asyncio.to_thread(
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client.submit,
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input_value=prompt,
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settings_form_value=settings,
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api_name="/add_message",
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)
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cid = f"chatcmpl-{uuid.uuid4().hex}"
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created = int(time.time())
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {
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"finish_reason":
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}],
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}
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yield f"data: {json.dumps(chunk)}\n\n"
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# ---------------------------------------------------------------------------
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@@ -333,23 +331,20 @@ async def chat_completions(req: ChatCompletionRequest, _: None = Depends(verify_
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try:
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if req.stream:
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_fake_stream(text, req),
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media_type="text/event-stream",
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)
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text = await _call_falcon(prompt, req)
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return JSONResponse(content=_make_response(text, req))
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except Exception
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log.exception("Final failure after retries.")
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raise HTTPException(
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status_code=502,
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DEFAULT_TOP_P = float(os.getenv("DEFAULT_TOP_P", "0.95"))
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DEFAULT_TOKENS = int(os.getenv("DEFAULT_MAX_TOKENS", "32000"))
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REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", "180"))
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MAX_RETRIES = int(os.getenv("MAX_RETRIES", "3"))
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RETRY_BASE_DELAY = float(os.getenv("RETRY_BASE_DELAY", "1.7"))
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logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
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log = logging.getLogger(__name__)
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app = FastAPI(
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title="FHR",
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version="4.1.0",
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lifespan=lifespan,
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)
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# Utilities
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# ---------------------------------------------------------------------------
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def _content_str(m: Message) -> str:
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if isinstance(m.content, str):
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return m.content
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# ---------------------------------------------------------------------------
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def _extract_text(result: Any) -> str:
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if hasattr(result, "data"):
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result = result.data
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if isinstance(result, tuple):
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result = list(result)
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if isinstance(result, dict) and "value" in result:
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result = result["value"]
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if isinstance(result, list) and result:
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last = result[-1]
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if isinstance(result, str):
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return result.strip()
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raise ValueError("Unable to extract model response.")
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# ---------------------------------------------------------------------------
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# ---------------------------------------------------------------------------
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# SAFE STREAMING (HF Spaces stable)
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# ---------------------------------------------------------------------------
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async def _safe_stream(prompt: str, req: ChatCompletionRequest) -> AsyncGenerator[str, None]:
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"""
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Stable streaming for HF Spaces:
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1. Generate full response with retries
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2. Stream chunks safely
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"""
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text = await _call_falcon(prompt, req)
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cid = f"chatcmpl-{uuid.uuid4().hex}"
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created = int(time.time())
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try:
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for i in range(0, len(text), 16):
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chunk = {
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {"content": text[i:i+16]},
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"finish_reason": None,
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}],
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}
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yield f"data: {json.dumps(chunk)}\n\n"
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await asyncio.sleep(0.02)
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final = {
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"id": cid,
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"object": "chat.completion.chunk",
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"created": created,
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"model": req.model,
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"choices": [{
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"index": 0,
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"delta": {},
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"finish_reason": "stop",
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}],
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}
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yield f"data: {json.dumps(final)}\n\n"
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yield "data: [DONE]\n\n"
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except Exception:
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log.exception("Streaming crashed unexpectedly.")
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yield "data: [DONE]\n\n"
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# ---------------------------------------------------------------------------
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try:
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if req.stream:
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return StreamingResponse(
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_safe_stream(prompt, req),
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media_type="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"Connection": "keep-alive",
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"X-Accel-Buffering": "no",
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},
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)
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text = await _call_falcon(prompt, req)
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return JSONResponse(content=_make_response(text, req))
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except Exception:
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log.exception("Final failure after retries.")
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raise HTTPException(
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status_code=502,
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