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Parent(s): b1d64ab
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Browse files- app/main.py +10 -1
- app/routers/nl2sql.py +25 -57
- nl2sql/errors/codes.py +23 -0
- nl2sql/errors/mapper.py +19 -0
- nl2sql/pipeline.py +5 -0
- nl2sql/types.py +41 -5
- nl2sql/verifier.py +30 -0
app/main.py
CHANGED
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@@ -2,7 +2,7 @@ import os
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import time
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from fastapi import FastAPI, Request, Response, HTTPException
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from fastapi.responses import PlainTextResponse, RedirectResponse
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from prometheus_client import Counter, Histogram, generate_latest, CONTENT_TYPE_LATEST
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from nl2sql.prom import REGISTRY
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@@ -38,6 +38,15 @@ application.include_router(nl2sql.router, prefix="/api/v1")
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if os.getenv("APP_ENV", "dev").lower() == "dev":
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application.include_router(dev.router, prefix="/api/v1")
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# ----------------------------------------------------------------------------
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# Prometheus Metrics Middleware
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# ----------------------------------------------------------------------------
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import time
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from fastapi import FastAPI, Request, Response, HTTPException
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from fastapi.responses import PlainTextResponse, RedirectResponse, JSONResponse
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from prometheus_client import Counter, Histogram, generate_latest, CONTENT_TYPE_LATEST
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from nl2sql.prom import REGISTRY
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if os.getenv("APP_ENV", "dev").lower() == "dev":
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application.include_router(dev.router, prefix="/api/v1")
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@application.exception_handler(HTTPException)
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async def http_exception_to_error_contract(request: Request, exc: HTTPException):
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if isinstance(exc.detail, dict) and "error" in exc.detail:
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return JSONResponse(status_code=exc.status_code, content=exc.detail)
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return JSONResponse(status_code=exc.status_code, content={"detail": exc.detail})
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# ----------------------------------------------------------------------------
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# Prometheus Metrics Middleware
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# ----------------------------------------------------------------------------
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app/routers/nl2sql.py
CHANGED
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@@ -23,11 +23,10 @@ from app.services.nl2sql_service import NL2SQLService
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from app.settings import get_settings
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from app.errors import (
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AppError,
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BadRequestError,
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SafetyViolationError,
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DependencyError,
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PipelineRunError,
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)
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logger = logging.getLogger(__name__)
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settings = get_settings()
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@@ -358,65 +357,34 @@ def nl2sql_handler(
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qs = result.questions or []
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return ClarifyResponse(ambiguous=True, questions=qs)
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# ---- error path:
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if (not result.ok) or result.error:
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logger.debug(
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"Pipeline reported failure",
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extra={
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)
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"timed out",
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"rate limit",
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"429",
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"too many requests",
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"locked",
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"busy",
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"unavailable",
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"connection",
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)
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if any(h in details_l for h in retry_hints):
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raise DependencyError(
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message="Temporary dependency failure. Please retry.",
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details=details or None,
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extra={"stage": last_stage},
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)
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# 3) User-fixable parse/syntax-ish errors → 400
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user_hints = (
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"parse_error",
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"non-select",
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"explain not allowed",
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"multiple statements",
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"forbidden",
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)
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if any(h in details_l for h in user_hints):
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raise BadRequestError(
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message="Request could not be processed.",
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details=details or None,
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extra={"stage": last_stage},
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)
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# 4) Default → 500
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raise PipelineRunError(
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message="Pipeline failed unexpectedly.",
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details=details or None,
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extra={"stage": last_stage},
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)
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# ---- success path → 200 (normalize traces and executor result) ----
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from app.settings import get_settings
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from app.errors import (
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AppError,
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PipelineRunError,
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)
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from nl2sql.errors.mapper import map_error
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from nl2sql.errors.codes import ErrorCode
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logger = logging.getLogger(__name__)
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settings = get_settings()
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qs = result.questions or []
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return ClarifyResponse(ambiguous=True, questions=qs)
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# ---- error path: contract-based mapping (Phase 3) ----
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if (not result.ok) or result.error:
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logger.debug(
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"Pipeline reported failure",
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extra={
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"ok": result.ok,
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"error": result.error,
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"error_code": getattr(result, "error_code", None),
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"details": result.details,
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},
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)
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# 1) Normalize code (never string-match here)
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code = result.error_code or ErrorCode.PIPELINE_CRASH
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# 2) Single source of truth for HTTP semantics
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status, retryable = map_error(code)
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# 3) Stable error payload for UI/clients
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raise HTTPException(
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status_code=status,
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detail={
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"error": {
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"code": code.value,
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"retryable": retryable,
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"details": list(result.details or []),
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}
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},
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)
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# ---- success path → 200 (normalize traces and executor result) ----
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nl2sql/errors/codes.py
ADDED
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from enum import Enum
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class ErrorCode(str, Enum):
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# --- Safety ---
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SAFETY_NON_SELECT = "SAFETY_NON_SELECT"
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SAFETY_MULTI_STATEMENT = "SAFETY_MULTI_STATEMENT"
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# --- Verifier ---
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PLAN_NO_SUCH_TABLE = "PLAN_NO_SUCH_TABLE"
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PLAN_NO_SUCH_COLUMN = "PLAN_NO_SUCH_COLUMN"
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PLAN_SYNTAX_ERROR = "PLAN_SYNTAX_ERROR"
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# --- Executor / DB ---
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DB_LOCKED = "DB_LOCKED"
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DB_TIMEOUT = "DB_TIMEOUT"
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# --- LLM ---
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LLM_TIMEOUT = "LLM_TIMEOUT"
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LLM_BAD_OUTPUT = "LLM_BAD_OUTPUT"
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# --- Internal ---
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PIPELINE_CRASH = "PIPELINE_CRASH"
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nl2sql/errors/mapper.py
ADDED
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@@ -0,0 +1,19 @@
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from nl2sql.errors.codes import ErrorCode
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ERROR_MAP = {
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ErrorCode.SAFETY_NON_SELECT: (422, False),
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ErrorCode.SAFETY_MULTI_STATEMENT: (422, False),
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ErrorCode.PLAN_NO_SUCH_TABLE: (422, False),
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ErrorCode.PLAN_NO_SUCH_COLUMN: (422, False),
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ErrorCode.PLAN_SYNTAX_ERROR: (422, False),
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ErrorCode.DB_LOCKED: (503, True),
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ErrorCode.DB_TIMEOUT: (503, True),
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ErrorCode.LLM_TIMEOUT: (503, True),
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ErrorCode.PIPELINE_CRASH: (500, False),
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}
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def map_error(code: ErrorCode | None) -> tuple[int, bool]:
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if code is None:
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return (500, False)
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return ERROR_MAP.get(code, (500, False))
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nl2sql/pipeline.py
CHANGED
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@@ -14,6 +14,7 @@ from nl2sql.verifier import Verifier
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from nl2sql.repair import Repair
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from nl2sql.stubs import NoOpExecutor, NoOpRepair, NoOpVerifier
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from nl2sql.metrics import stage_duration_ms, pipeline_runs_total, repair_attempts_total
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@dataclass(frozen=True)
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ok: bool
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ambiguous: bool
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error: bool
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details: Optional[List[str]]
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sql: Optional[str]
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rationale: Optional[str]
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verified: Optional[bool]
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questions: Optional[List[str]]
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traces: List[dict]
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result: Optional[Dict[str, Any]] = None
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from nl2sql.repair import Repair
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from nl2sql.stubs import NoOpExecutor, NoOpRepair, NoOpVerifier
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from nl2sql.metrics import stage_duration_ms, pipeline_runs_total, repair_attempts_total
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from nl2sql.errors.codes import ErrorCode
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@dataclass(frozen=True)
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ok: bool
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ambiguous: bool
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error: bool
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details: Optional[List[str]]
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sql: Optional[str]
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rationale: Optional[str]
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verified: Optional[bool]
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questions: Optional[List[str]]
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traces: List[dict]
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error_code: Optional[ErrorCode] = None
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result: Optional[Dict[str, Any]] = None
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nl2sql/types.py
CHANGED
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from dataclasses import dataclass
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from typing import Any, Dict, Optional, List
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@dataclass(frozen=True)
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class StageTrace:
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stage: str
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duration_ms: float
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summary: str = ""
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notes: Optional[Dict[str, Any]] = None
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token_in: Optional[int] = None
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token_out: Optional[int] = None
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cost_usd: Optional[float] = None
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-
# Enriched fields
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sql_length: Optional[int] = None
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row_count: Optional[int] = None
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verified: Optional[bool] = None
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-
error_type: Optional[str] = None
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repair_attempts: Optional[int] = None
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skipped: bool = False
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@dataclass(frozen=True)
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class StageResult:
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ok: bool
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data: Optional[Any] = None
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trace: Optional[StageTrace] = None
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error: Optional[List[str]] = None
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notes: Optional[Dict[str, Any]] = None
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@dataclass(frozen=True)
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class FinalResult:
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"""
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Adapters (HTTP/CLI/UI) should serialize this to dict/JSON at the boundary.
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"""
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-
ok: bool
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ambiguous: bool
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error: bool
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sql: Optional[str]
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rationale: Optional[str]
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verified: Optional[bool]
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details: Optional[List[str]]
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questions: Optional[List[str]]
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traces: List[Dict[str, Any]]
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from dataclasses import dataclass
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from typing import Any, Dict, Optional, List
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+
from nl2sql.errors.codes import ErrorCode
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# =====================
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# Tracing / Observability
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# =====================
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@dataclass(frozen=True)
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class StageTrace:
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stage: str
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duration_ms: float
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summary: str = ""
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notes: Optional[Dict[str, Any]] = None
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# Optional observability fields
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token_in: Optional[int] = None
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token_out: Optional[int] = None
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cost_usd: Optional[float] = None
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# Enriched / debug-only fields
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sql_length: Optional[int] = None
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row_count: Optional[int] = None
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verified: Optional[bool] = None
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repair_attempts: Optional[int] = None
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skipped: bool = False
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# =====================
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# Stage-level contract
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# =====================
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@dataclass(frozen=True)
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class StageResult:
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ok: bool
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data: Optional[Any] = None
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trace: Optional[StageTrace] = None
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# Human-readable error messages (debug / UI only)
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error: Optional[List[str]] = None
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# === Contract-level semantics ===
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error_code: Optional[ErrorCode] = None
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retryable: Optional[bool] = None
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# Free-form notes (internal use)
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notes: Optional[Dict[str, Any]] = None
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# =====================
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# Final pipeline result
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# =====================
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@dataclass(frozen=True)
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class FinalResult:
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"""
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Adapters (HTTP/CLI/UI) should serialize this to dict/JSON at the boundary.
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"""
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ok: bool
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ambiguous: bool
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error: bool
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+
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# Output
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| 72 |
sql: Optional[str]
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rationale: Optional[str]
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verified: Optional[bool]
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+
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+
# Error surface
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| 77 |
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error_code: Optional[ErrorCode]
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details: Optional[List[str]]
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| 79 |
+
|
| 80 |
+
# UX helpers
|
| 81 |
questions: Optional[List[str]]
|
| 82 |
+
|
| 83 |
+
# Observability
|
| 84 |
traces: List[Dict[str, Any]]
|
nl2sql/verifier.py
CHANGED
|
@@ -4,6 +4,7 @@ import re
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|
| 4 |
import time
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| 5 |
from typing import Any, Dict
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| 6 |
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|
| 7 |
from nl2sql.metrics import verifier_checks_total, verifier_failures_total
|
| 8 |
from nl2sql.types import StageResult, StageTrace
|
| 9 |
|
|
@@ -43,6 +44,7 @@ class Verifier:
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|
| 43 |
notes,
|
| 44 |
error=["parse_error"],
|
| 45 |
reason=reason,
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|
| 46 |
)
|
| 47 |
|
| 48 |
# --- semantic sanity: aggregation without GROUP BY (unless allowed) ---
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|
@@ -83,6 +85,7 @@ class Verifier:
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|
| 83 |
notes,
|
| 84 |
error=["aggregation_without_group_by"],
|
| 85 |
reason=reason,
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|
|
|
| 86 |
)
|
| 87 |
|
| 88 |
# --- DB-backed plan validation (read-only), if adapter provided ---
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|
@@ -94,12 +97,16 @@ class Verifier:
|
|
| 94 |
except Exception as e:
|
| 95 |
reason = "plan-error"
|
| 96 |
notes["plan_check"] = "failed"
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|
|
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|
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|
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|
|
| 97 |
return self._fail(
|
| 98 |
t0,
|
| 99 |
notes,
|
| 100 |
error=[str(e)],
|
| 101 |
reason=reason,
|
| 102 |
exc_type=type(e).__name__,
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|
|
|
| 103 |
)
|
| 104 |
|
| 105 |
# --- pass ---
|
|
@@ -125,6 +132,7 @@ class Verifier:
|
|
| 125 |
error=[str(e)],
|
| 126 |
reason=reason,
|
| 127 |
exc_type=type(e).__name__,
|
|
|
|
| 128 |
)
|
| 129 |
|
| 130 |
def run(
|
|
@@ -137,6 +145,25 @@ class Verifier:
|
|
| 137 |
# exec_result kept for signature compatibility, not used here.
|
| 138 |
return self.verify(sql, adapter=adapter)
|
| 139 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
def _fail(
|
| 141 |
self,
|
| 142 |
t0: float,
|
|
@@ -145,6 +172,7 @@ class Verifier:
|
|
| 145 |
error: list[str],
|
| 146 |
reason: str,
|
| 147 |
exc_type: str | None = None,
|
|
|
|
| 148 |
) -> StageResult:
|
| 149 |
dt = int(round((time.perf_counter() - t0) * 1000.0))
|
| 150 |
|
|
@@ -166,4 +194,6 @@ class Verifier:
|
|
| 166 |
data={"verified": False},
|
| 167 |
trace=trace,
|
| 168 |
error=error,
|
|
|
|
|
|
|
| 169 |
)
|
|
|
|
| 4 |
import time
|
| 5 |
from typing import Any, Dict
|
| 6 |
|
| 7 |
+
from nl2sql.errors.codes import ErrorCode
|
| 8 |
from nl2sql.metrics import verifier_checks_total, verifier_failures_total
|
| 9 |
from nl2sql.types import StageResult, StageTrace
|
| 10 |
|
|
|
|
| 44 |
notes,
|
| 45 |
error=["parse_error"],
|
| 46 |
reason=reason,
|
| 47 |
+
error_code=ErrorCode.PLAN_SYNTAX_ERROR, # best-fit for malformed SQL
|
| 48 |
)
|
| 49 |
|
| 50 |
# --- semantic sanity: aggregation without GROUP BY (unless allowed) ---
|
|
|
|
| 85 |
notes,
|
| 86 |
error=["aggregation_without_group_by"],
|
| 87 |
reason=reason,
|
| 88 |
+
error_code=ErrorCode.PLAN_SYNTAX_ERROR,
|
| 89 |
)
|
| 90 |
|
| 91 |
# --- DB-backed plan validation (read-only), if adapter provided ---
|
|
|
|
| 97 |
except Exception as e:
|
| 98 |
reason = "plan-error"
|
| 99 |
notes["plan_check"] = "failed"
|
| 100 |
+
|
| 101 |
+
code = self._classify_plan_error(e)
|
| 102 |
+
|
| 103 |
return self._fail(
|
| 104 |
t0,
|
| 105 |
notes,
|
| 106 |
error=[str(e)],
|
| 107 |
reason=reason,
|
| 108 |
exc_type=type(e).__name__,
|
| 109 |
+
error_code=code,
|
| 110 |
)
|
| 111 |
|
| 112 |
# --- pass ---
|
|
|
|
| 132 |
error=[str(e)],
|
| 133 |
reason=reason,
|
| 134 |
exc_type=type(e).__name__,
|
| 135 |
+
error_code=ErrorCode.PIPELINE_CRASH,
|
| 136 |
)
|
| 137 |
|
| 138 |
def run(
|
|
|
|
| 145 |
# exec_result kept for signature compatibility, not used here.
|
| 146 |
return self.verify(sql, adapter=adapter)
|
| 147 |
|
| 148 |
+
def _classify_plan_error(self, e: Exception) -> ErrorCode:
|
| 149 |
+
msg = str(e).lower()
|
| 150 |
+
|
| 151 |
+
# SQLite-style messages
|
| 152 |
+
if "no such table" in msg:
|
| 153 |
+
return ErrorCode.PLAN_NO_SUCH_TABLE
|
| 154 |
+
if "no such column" in msg:
|
| 155 |
+
return ErrorCode.PLAN_NO_SUCH_COLUMN
|
| 156 |
+
if "syntax error" in msg:
|
| 157 |
+
return ErrorCode.PLAN_SYNTAX_ERROR
|
| 158 |
+
|
| 159 |
+
# Postgres-style messages (common cases)
|
| 160 |
+
if "relation" in msg and "does not exist" in msg:
|
| 161 |
+
return ErrorCode.PLAN_NO_SUCH_TABLE
|
| 162 |
+
if "column" in msg and "does not exist" in msg:
|
| 163 |
+
return ErrorCode.PLAN_NO_SUCH_COLUMN
|
| 164 |
+
|
| 165 |
+
return ErrorCode.PLAN_SYNTAX_ERROR
|
| 166 |
+
|
| 167 |
def _fail(
|
| 168 |
self,
|
| 169 |
t0: float,
|
|
|
|
| 172 |
error: list[str],
|
| 173 |
reason: str,
|
| 174 |
exc_type: str | None = None,
|
| 175 |
+
error_code: ErrorCode | None = None,
|
| 176 |
) -> StageResult:
|
| 177 |
dt = int(round((time.perf_counter() - t0) * 1000.0))
|
| 178 |
|
|
|
|
| 194 |
data={"verified": False},
|
| 195 |
trace=trace,
|
| 196 |
error=error,
|
| 197 |
+
error_code=error_code,
|
| 198 |
+
retryable=False,
|
| 199 |
)
|