legco_ai_assistant/backend/app/routers/test_evaluate.py

74 lines
2.3 KiB
Python

import logging
from fastapi import APIRouter, HTTPException, Query
from app.core.config import get_settings
from app.core.dependencies import get_rag_service
from app.models.testing import EvaluateRequest
from app.services.prompt_service import PromptService
from app.services.test_evaluation_service import run_evaluation
from app.services.test_storage_service import TestStorageService
logger = logging.getLogger(__name__)
router = APIRouter(tags=["test"])
def _get_storage_service() -> TestStorageService:
settings = get_settings()
return TestStorageService(
results_dir=settings.test_results_dir,
evaluations_dir=settings.test_evaluations_dir,
)
@router.post("/test/evaluate")
async def evaluate(request: EvaluateRequest):
settings = get_settings()
storage = _get_storage_service()
prompt_service = PromptService(db_path=settings.prompts_db_path)
prompt_service.activate_profile("A")
try:
rag = get_rag_service()
except Exception:
rag = None
try:
result = await run_evaluation(
request=request,
settings=settings,
storage=storage,
rag=rag,
)
return result.model_dump()
except ValueError as e:
raise HTTPException(status_code=404, detail=str(e))
except Exception as e:
logger.error("Evaluation failed: %s", str(e), exc_info=True)
raise HTTPException(status_code=500, detail=f"Evaluation failed: {str(e)}")
@router.get("/test/evaluations")
async def list_evaluations(limit: int = Query(50, ge=1, le=200), offset: int = Query(0, ge=0)):
storage = _get_storage_service()
return storage.list_evaluations(limit=limit, offset=offset)
@router.get("/test/evaluations/{eval_id}")
async def get_evaluation(eval_id: str):
storage = _get_storage_service()
result = storage.load_evaluation(eval_id)
if result is None:
raise HTTPException(status_code=404, detail="Evaluation not found")
return result.model_dump()
@router.delete("/test/evaluations/{eval_id}")
async def delete_evaluation(eval_id: str):
storage = _get_storage_service()
deleted = storage.delete_evaluation(eval_id)
if not deleted:
raise HTTPException(status_code=404, detail="Evaluation not found")
return {"status": "deleted", "evaluation_id": eval_id}