332 lines
9.8 KiB
Python
332 lines
9.8 KiB
Python
from fastapi import FastAPI, HTTPException, Path, Request, Depends, Security
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import StreamingResponse, JSONResponse
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from fastapi.security import APIKeyHeader
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from pydantic import BaseModel, Field
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from typing import Any, Dict, List, Optional, Tuple
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import os
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import os.path as osp
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import sys
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import time
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import json
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import uvicorn
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from loguru import logger
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import tyro
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# Ensure we can import from project root
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sys.path.append(osp.dirname(osp.dirname(osp.abspath(__file__))))
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from lang_agent.pipeline import PipelineConfig
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from lang_agent.components.server_pipeline_manager import ServerPipelineManager
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# Load base config for route-level overrides (pipelines are lazy-loaded from registry)
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pipeline_config = tyro.cli(PipelineConfig)
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logger.info(f"starting agent with base pipeline config: \n{pipeline_config}")
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# API Key Authentication
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API_KEY_HEADER = APIKeyHeader(name="Authorization", auto_error=True)
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VALID_API_KEYS = set(filter(None, os.environ.get("FAST_AUTH_KEYS", "").split(",")))
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REGISTRY_FILE = os.environ.get(
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"FAST_PIPELINE_REGISTRY_FILE",
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osp.join(
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osp.dirname(osp.dirname(osp.abspath(__file__))),
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"configs",
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"pipeline_registry.json",
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),
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)
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PIPELINE_MANAGER = ServerPipelineManager(
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default_pipeline_id=os.environ.get("FAST_DEFAULT_PIPELINE_ID", "default"),
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default_config=pipeline_config,
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)
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PIPELINE_MANAGER.load_registry(REGISTRY_FILE)
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async def verify_api_key(api_key: str = Security(API_KEY_HEADER)):
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"""Verify the API key from Authorization header (Bearer token format)."""
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key = api_key[7:] if api_key.startswith("Bearer ") else api_key
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if VALID_API_KEYS and key not in VALID_API_KEYS:
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raise HTTPException(status_code=401, detail="Invalid API key")
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return key
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class DSMessage(BaseModel):
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role: str
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content: str
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class DSApplicationCallRequest(BaseModel):
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api_key: Optional[str] = Field(default=None)
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app_id: Optional[str] = Field(default=None)
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session_id: Optional[str] = Field(default=None)
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messages: List[DSMessage]
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stream: bool = Field(default=True)
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# Optional overrides for pipeline behavior
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thread_id: Optional[str] = Field(default="3")
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app = FastAPI(
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title="DashScope-Compatible Application API",
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description="DashScope Application.call compatible endpoint backed by pipeline.chat",
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)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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def sse_chunks_from_stream(
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chunk_generator, response_id: str, model: str = "qwen-flash"
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):
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"""
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Stream chunks from pipeline and format as SSE.
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Accumulates text and sends incremental updates.
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DashScope SDK expects accumulated text in each chunk (not deltas).
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"""
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created_time = int(time.time())
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accumulated_text = ""
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for chunk in chunk_generator:
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if chunk:
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accumulated_text += chunk
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data = {
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"request_id": response_id,
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"code": 200,
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"message": "OK",
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"output": {
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# DashScope SDK expects accumulated text, not empty or delta
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"text": accumulated_text,
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"created": created_time,
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"model": model,
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},
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"is_end": False,
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}
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yield f"data: {json.dumps(data)}\n\n"
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# Final message with complete text
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final = {
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"request_id": response_id,
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"code": 200,
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"message": "OK",
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"output": {
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"text": accumulated_text,
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"created": created_time,
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"model": model,
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},
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"is_end": True,
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}
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yield f"data: {json.dumps(final)}\n\n"
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async def sse_chunks_from_astream(
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chunk_generator, response_id: str, model: str = "qwen-flash"
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):
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"""
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Async version: Stream chunks from pipeline and format as SSE.
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Accumulates text and sends incremental updates.
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DashScope SDK expects accumulated text in each chunk (not deltas).
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"""
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created_time = int(time.time())
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accumulated_text = ""
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async for chunk in chunk_generator:
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if chunk:
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accumulated_text += chunk
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data = {
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"request_id": response_id,
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"code": 200,
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"message": "OK",
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"output": {
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"text": accumulated_text,
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"created": created_time,
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"model": model,
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},
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"is_end": False,
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}
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yield f"data: {json.dumps(data)}\n\n"
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# Final message with complete text
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final = {
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"request_id": response_id,
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"code": 200,
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"message": "OK",
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"output": {
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"text": accumulated_text,
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"created": created_time,
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"model": model,
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},
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"is_end": True,
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}
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yield f"data: {json.dumps(final)}\n\n"
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def _normalize_messages(body: Dict[str, Any]) -> List[Dict[str, Any]]:
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messages = body.get("messages")
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body_input = body.get("input", {})
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if messages is None and isinstance(body_input, dict):
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messages = body_input.get("messages")
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if messages is None and isinstance(body_input, dict):
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prompt = body_input.get("prompt")
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if isinstance(prompt, str):
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messages = [{"role": "user", "content": prompt}]
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if not messages:
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raise HTTPException(status_code=400, detail="messages is required")
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return messages
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def _extract_user_message(messages: List[Dict[str, Any]]) -> str:
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user_msg = None
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for m in reversed(messages):
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role = m.get("role") if isinstance(m, dict) else None
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content = m.get("content") if isinstance(m, dict) else None
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if role == "user" and content:
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user_msg = content
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break
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if user_msg is None:
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last = messages[-1]
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user_msg = last.get("content") if isinstance(last, dict) else str(last)
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return user_msg
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async def _process_dashscope_request(
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body: Dict[str, Any],
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app_id: Optional[str],
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session_id: Optional[str],
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api_key: str,
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):
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req_app_id = app_id or body.get("app_id")
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body_input = body.get("input", {}) if isinstance(body.get("input"), dict) else {}
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req_session_id = session_id or body_input.get("session_id")
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messages = _normalize_messages(body)
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stream = body.get("stream")
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if stream is None:
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stream = body.get("parameters", {}).get("stream", True)
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thread_id = body_input.get("session_id") or req_session_id or "3"
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user_msg = _extract_user_message(messages)
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pipeline_id = PIPELINE_MANAGER.resolve_pipeline_id(
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body=body, app_id=req_app_id, api_key=api_key
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)
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selected_pipeline, selected_model = PIPELINE_MANAGER.get_pipeline(pipeline_id)
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# Namespace thread ids to prevent memory collisions across pipelines.
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thread_id = f"{pipeline_id}:{thread_id}"
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response_id = f"appcmpl-{os.urandom(12).hex()}"
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if stream:
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chunk_generator = await selected_pipeline.achat(
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inp=user_msg, as_stream=True, thread_id=thread_id
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)
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return StreamingResponse(
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sse_chunks_from_astream(
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chunk_generator, response_id=response_id, model=selected_model
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),
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media_type="text/event-stream",
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)
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result_text = await selected_pipeline.achat(
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inp=user_msg, as_stream=False, thread_id=thread_id
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)
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if not isinstance(result_text, str):
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result_text = str(result_text)
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data = {
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"request_id": response_id,
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"code": 200,
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"message": "OK",
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"app_id": req_app_id,
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"session_id": req_session_id,
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"output": {
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"text": result_text,
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"created": int(time.time()),
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"model": selected_model,
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},
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"pipeline_id": pipeline_id,
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"is_end": True,
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}
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return JSONResponse(content=data)
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@app.post("/v1/apps/{app_id}/sessions/{session_id}/responses")
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@app.post("/api/v1/apps/{app_id}/sessions/{session_id}/responses")
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async def application_responses(
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request: Request,
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app_id: str = Path(...),
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session_id: str = Path(...),
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api_key: str = Depends(verify_api_key),
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):
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try:
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body = await request.json()
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return await _process_dashscope_request(
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body=body,
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app_id=app_id,
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session_id=session_id,
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api_key=api_key,
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)
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except HTTPException:
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raise
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except Exception as e:
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logger.error(f"DashScope-compatible endpoint error: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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# Compatibility: some SDKs call /apps/{app_id}/completion without /v1 and without session in path
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@app.post("/apps/{app_id}/completion")
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@app.post("/v1/apps/{app_id}/completion")
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@app.post("/api/apps/{app_id}/completion")
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@app.post("/api/v1/apps/{app_id}/completion")
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async def application_completion(
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request: Request,
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app_id: str = Path(...),
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api_key: str = Depends(verify_api_key),
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):
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try:
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body = await request.json()
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return await _process_dashscope_request(
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body=body,
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app_id=app_id,
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session_id=None,
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api_key=api_key,
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)
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except HTTPException:
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raise
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except Exception as e:
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logger.error(f"DashScope-compatible completion error: {e}")
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raise HTTPException(status_code=500, detail=str(e))
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@app.get("/")
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async def root():
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return {
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"message": "DashScope Application-compatible API",
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"endpoints": [
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"/v1/apps/{app_id}/sessions/{session_id}/responses",
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"/health",
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],
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}
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@app.get("/health")
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async def health():
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return {"status": "healthy"}
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if __name__ == "__main__":
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uvicorn.run(
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"server_dashscope:app",
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host="0.0.0.0",
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port=pipeline_config.port,
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reload=True,
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)
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