ai-model-studio / src /core /errors.py
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"""
统一错误处理模块
提供层次化的错误类体系,兼容 Gemini API 格式。
支持基于 gRPC 状态码和状态字符串的错误解析。
"""
import json
from typing import Any
from enum import Enum
class ErrorStatus(str, Enum):
"""Vcore AI API 错误状态码 (基于 gRPC 标准)"""
OK = "OK" # 0
CANCELLED = "CANCELLED" # 1
UNKNOWN = "UNKNOWN" # 2
INVALID_ARGUMENT = "INVALID_ARGUMENT" # 3 (400)
DEADLINE_EXCEEDED = "DEADLINE_EXCEEDED" # 4 (504)
NOT_FOUND = "NOT_FOUND" # 5 (404)
ALREADY_EXISTS = "ALREADY_EXISTS" # 6 (409)
PERMISSION_DENIED = "PERMISSION_DENIED" # 7 (403)
RESOURCE_EXHAUSTED = "RESOURCE_EXHAUSTED" # 8 (429)
FAILED_PRECONDITION = "FAILED_PRECONDITION" # 9 (400)
ABORTED = "ABORTED" # 10 (409)
OUT_OF_RANGE = "OUT_OF_RANGE" # 11 (400)
UNIMPLEMENTED = "UNIMPLEMENTED" # 12 (501)
INTERNAL = "INTERNAL" # 13 (500)
UNAVAILABLE = "UNAVAILABLE" # 14 (503)
DATA_LOSS = "DATA_LOSS" # 15 (500)
UNAUTHENTICATED = "UNAUTHENTICATED" # 16 (401)
# gRPC 状态到 HTTP 状态码的映射
GRPC_TO_HTTP: dict[ErrorStatus, int] = {
ErrorStatus.OK: 200,
ErrorStatus.CANCELLED: 499,
ErrorStatus.UNKNOWN: 500,
ErrorStatus.INVALID_ARGUMENT: 400,
ErrorStatus.DEADLINE_EXCEEDED: 504,
ErrorStatus.NOT_FOUND: 404,
ErrorStatus.ALREADY_EXISTS: 409,
ErrorStatus.PERMISSION_DENIED: 403,
ErrorStatus.RESOURCE_EXHAUSTED: 429,
ErrorStatus.FAILED_PRECONDITION: 400,
ErrorStatus.ABORTED: 409,
ErrorStatus.OUT_OF_RANGE: 400,
ErrorStatus.UNIMPLEMENTED: 501,
ErrorStatus.INTERNAL: 500,
ErrorStatus.UNAVAILABLE: 503,
ErrorStatus.DATA_LOSS: 500,
ErrorStatus.UNAUTHENTICATED: 401,
}
GRPC_CODE_TO_STATUS: dict[int, ErrorStatus] = {
0: ErrorStatus.OK,
1: ErrorStatus.CANCELLED,
2: ErrorStatus.UNKNOWN,
3: ErrorStatus.INVALID_ARGUMENT,
4: ErrorStatus.DEADLINE_EXCEEDED,
5: ErrorStatus.NOT_FOUND,
6: ErrorStatus.ALREADY_EXISTS,
7: ErrorStatus.PERMISSION_DENIED,
8: ErrorStatus.RESOURCE_EXHAUSTED,
9: ErrorStatus.FAILED_PRECONDITION,
10: ErrorStatus.ABORTED,
11: ErrorStatus.OUT_OF_RANGE,
12: ErrorStatus.UNIMPLEMENTED,
13: ErrorStatus.INTERNAL,
14: ErrorStatus.UNAVAILABLE,
15: ErrorStatus.DATA_LOSS,
16: ErrorStatus.UNAUTHENTICATED,
}
def _coerce_error_status(status: str | ErrorStatus | None) -> ErrorStatus:
if isinstance(status, ErrorStatus):
return status
if isinstance(status, str):
try:
return ErrorStatus(status)
except ValueError:
return ErrorStatus.UNKNOWN
return ErrorStatus.UNKNOWN
class VcoreError(Exception):
"""Vcore AI 代理错误基类"""
def __init__(
self,
message: str,
code: int | None = None,
status: str | ErrorStatus | None = None,
details: dict[str, Any] | None = None,
upstream_response: str | None = None
):
self.message = message
# 规范化 status
status_enum = _coerce_error_status(status)
self.status = status_enum.value
# 规范化 code (HTTP 状态码)
if code is not None:
try:
norm_code = int(code)
except (TypeError, ValueError):
norm_code = GRPC_TO_HTTP.get(status_enum, 500)
# Google/GraphQL 错误里 extensions.status.code 常是 gRPC 数字码(1~16),
# 不能直接当作 HTTP 状态码发送给 ASGI/uvicorn。
if norm_code in GRPC_CODE_TO_STATUS and norm_code < 100:
grpc_status = status_enum if status_enum != ErrorStatus.UNKNOWN else GRPC_CODE_TO_STATUS[norm_code]
self.status = grpc_status.value
self.code = GRPC_TO_HTTP.get(grpc_status, 500)
elif 100 <= norm_code <= 599:
self.code = norm_code
else:
self.code = GRPC_TO_HTTP.get(status_enum, 500)
else:
self.code = GRPC_TO_HTTP.get(status_enum, 500)
self.details = details or {}
self.upstream_response = upstream_response
super().__init__(message)
def to_Dict(self) -> dict[str, Any]:
"""转换为 Gemini API 兼容的错误响应格式"""
error_dict: dict[str, Any] = {
"error": {
"code": self.code,
"message": self.message,
"status": self.status
}
}
if self.details:
error_dict["error"]["details"] = self.details
return error_dict
def to_json(self) -> str:
return json.dumps(self.to_Dict(), ensure_ascii=False)
def to_sse(self) -> bytes:
return f"data: {self.to_json()}\n\n".encode('utf-8')
@property
def is_retryable(self) -> bool:
"""判断此错误是否可重试"""
# 408, 429, 5xx 通常可重试
if self.code in {408, 429, 500, 502, 503, 504}:
return True
# 认证错误在我们的场景中(Token过期)也是可重试的
if isinstance(self, AuthenticationError):
return True
return False
class ClientError(VcoreError):
"""客户端错误 (4xx)"""
pass
class ServerError(VcoreError):
"""服务端错误 (5xx)"""
pass
class AuthenticationError(ClientError):
"""认证错误 (401/403)"""
def __init__(self, message: str = "Authentication failed", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 401, ErrorStatus.UNAUTHENTICATED, details, upstream_response)
class PermissionDeniedError(ClientError):
"""权限拒绝错误 (403)"""
def __init__(self, message: str = "Permission denied", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 403, ErrorStatus.PERMISSION_DENIED, details, upstream_response)
class InvalidArgumentError(ClientError):
"""参数错误 (400)"""
def __init__(self, message: str = "Invalid argument", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 400, ErrorStatus.INVALID_ARGUMENT, details, upstream_response)
class NotFoundError(ClientError):
"""资源不存在错误 (404)"""
def __init__(self, message: str = "Resource not found", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 404, ErrorStatus.NOT_FOUND, details, upstream_response)
class RateLimitError(ClientError):
"""速率限制/资源耗尽错误 (429)"""
def __init__(self, message: str = "Resource exhausted", details: dict[str, Any] | None = None, retry_after: int | None = None, upstream_response: str | None = None):
super().__init__(message, 429, ErrorStatus.RESOURCE_EXHAUSTED, details, upstream_response)
self.retry_after = retry_after
class InternalError(ServerError):
"""内部服务器错误 (500)"""
def __init__(self, message: str = "Internal server error", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 500, ErrorStatus.INTERNAL, details, upstream_response)
class EmptyResponseError(ServerError):
"""上游返回空响应"""
def __init__(self, message: str = "Upstream returned empty response", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 502, ErrorStatus.INTERNAL, details, upstream_response)
class UpstreamResponseIncompleteError(ServerError):
"""上游在首包前未返回有效响应结构。"""
def __init__(self, message: str = "Upstream response structure is incomplete", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 502, ErrorStatus.INTERNAL, details, upstream_response)
class RequestPoolTimeoutError(ServerError):
"""请求池在配置阈值内未能获取上游响应首包并选出 winner。"""
def __init__(self, message: str = "Request pool timed out before receiving upstream first response", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 504, ErrorStatus.DEADLINE_EXCEEDED, details, upstream_response)
class UpstreamResponseTimeoutError(ServerError):
"""winner 首包后上游长时间没有继续返回原始流块。"""
def __init__(self, message: str = "Upstream response timed out after winner first response", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 504, ErrorStatus.DEADLINE_EXCEEDED, details, upstream_response)
class UpstreamError(ServerError):
"""上游 API 错误(通用)"""
def __init__(self, message: str, code: int = 502, status: str | None = None, details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, code, status or ErrorStatus.INTERNAL.value, details, upstream_response)
class UnavailableError(ServerError):
"""服务不可用错误 (503)"""
def __init__(self, message: str = "Service unavailable", details: dict[str, Any] | None = None, upstream_response: str | None = None):
super().__init__(message, 503, ErrorStatus.UNAVAILABLE, details, upstream_response)
def raise_for_status(
code: int | str,
status: str | None = None,
message: str = "Unknown error",
details: dict[str, Any] | None = None,
upstream_response: str | None = None
) -> VcoreError:
"""
根据 HTTP 状态码或 gRPC 状态字符串创建对应的错误实例
"""
# 统一转换 code 为 int,如果失败(如传入了字符串状态)则保持
try:
norm_code = int(code)
except (ValueError, TypeError):
norm_code = code
status_enum = _coerce_error_status(status)
grpc_status = GRPC_CODE_TO_STATUS.get(norm_code) if isinstance(norm_code, int) else None
effective_status = status_enum if status_enum != ErrorStatus.UNKNOWN else grpc_status
# 优先根据 gRPC 状态码或状态字符串判断
# code 为 8 或 429 时代表 RESOURCE_EXHAUSTED
if effective_status == ErrorStatus.RESOURCE_EXHAUSTED or norm_code == 429:
return RateLimitError(message, details, upstream_response=upstream_response)
if effective_status == ErrorStatus.UNAUTHENTICATED or norm_code == 401:
return AuthenticationError(message, details, upstream_response=upstream_response)
if effective_status == ErrorStatus.PERMISSION_DENIED or norm_code == 403:
return PermissionDeniedError(message, details, upstream_response=upstream_response)
if effective_status == ErrorStatus.INVALID_ARGUMENT or norm_code == 400:
return InvalidArgumentError(message, details, upstream_response=upstream_response)
if effective_status == ErrorStatus.NOT_FOUND or norm_code == 404:
return NotFoundError(message, details, upstream_response=upstream_response)
if effective_status == ErrorStatus.UNAVAILABLE or norm_code == 503:
return UnavailableError(message, details, upstream_response=upstream_response)
if effective_status and effective_status != ErrorStatus.OK:
http_code = GRPC_TO_HTTP.get(effective_status, 500)
if 400 <= http_code < 500:
return ClientError(message, http_code, effective_status, details, upstream_response)
return ServerError(message, http_code, effective_status, details, upstream_response)
# 降级到通用的 HTTP 范围判断
if isinstance(norm_code, int):
if 400 <= norm_code < 500:
return ClientError(message, norm_code, status, details, upstream_response)
return ServerError(message, norm_code, status, details, upstream_response)
return VcoreError(message, status=status, details=details, upstream_response=upstream_response)
def parse_error_response(response_data: str | dict[str, Any] | list[Any]) -> VcoreError | None:
"""
从上游响应中解析错误 (支持 gRPC 风格的 JSON 响应)
"""
if isinstance(response_data, str):
try:
response_data = json.loads(response_data)
except json.JSONDecodeError:
return None
# 处理数组格式 (GraphQL 风格)
if isinstance(response_data, list):
for item in response_data:
err = parse_error_response(item)
if err: return err
return None
if not isinstance(response_data, dict):
return None
# 1. 检查嵌套的 error 字段 (标准 Google API)
if 'error' in response_data:
err_obj = response_data['error']
if isinstance(err_obj, dict):
return raise_for_status(
code=err_obj.get('code', 500),
status=err_obj.get('status'),
message=err_obj.get('message', 'Unknown error'),
details=err_obj.get('details'),
upstream_response=json.dumps(response_data)
)
# 2. 检查 GraphQL 风格的 errors 数组
if 'errors' in response_data:
errors = response_data['errors']
if isinstance(errors, list) and len(errors) > 0:
first_err = errors[0]
if isinstance(first_err, dict):
# 优先从 extensions.status 中获取 code 和 message
ext_status = first_err.get('extensions', {}).get('status', {})
code = ext_status.get('code') or first_err.get('code', 500)
status = ext_status.get('status') or first_err.get('status')
message = ext_status.get('message') or first_err.get('message', 'Unknown error')
return raise_for_status(
code=code,
status=status,
message=message,
details=first_err.get('details'),
upstream_response=json.dumps(response_data)
)
# 3. 检查扁平格式
if 'code' in response_data or 'status' in response_data or 'message' in response_data:
return raise_for_status(
code=response_data.get('code', 500),
status=response_data.get('status'),
message=response_data.get('message', 'Unknown error'),
details=response_data.get('details'),
upstream_response=json.dumps(response_data)
)
return None