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| import requests | |
| import logging | |
| import asyncio | |
| from fastapi import HTTPException, status | |
| from app.utils.logging import format_log_message | |
| logger = logging.getLogger("my_logger") | |
| def handle_gemini_error(error, current_api_key, key_manager) -> str: | |
| if isinstance(error, requests.exceptions.HTTPError): | |
| status_code = error.response.status_code | |
| if status_code == 400: | |
| try: | |
| error_data = error.response.json() | |
| if 'error' in error_data: | |
| if error_data['error'].get('code') == "invalid_argument": | |
| error_message = "无效的 API 密钥" | |
| extra_log_invalid_key = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('ERROR', f"{current_api_key[:8]} ... {current_api_key[-3:]} → 无效,可能已过期或被删除", extra=extra_log_invalid_key) | |
| logger.error(log_msg) | |
| # key_manager.blacklist_key(current_api_key) | |
| return error_message | |
| error_message = error_data['error'].get( | |
| 'message', 'Bad Request') | |
| extra_log_400 = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', f"400 错误请求: {error_message}", extra=extra_log_400) | |
| logger.warning(log_msg) | |
| return f"400 错误请求: {error_message}" | |
| except ValueError: | |
| error_message = "400 错误请求:响应不是有效的JSON格式" | |
| extra_log_400_json = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', error_message, extra=extra_log_400_json) | |
| logger.warning(log_msg) | |
| return error_message | |
| elif status_code == 429: | |
| error_message = "API 密钥配额已用尽或其他原因" | |
| extra_log_429 = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', f"{current_api_key[:8]} ... {current_api_key[-3:]} → 429 官方资源耗尽或其他原因", extra=extra_log_429) | |
| logger.warning(log_msg) | |
| # key_manager.blacklist_key(current_api_key) | |
| return error_message | |
| elif status_code == 403: | |
| error_message = "权限被拒绝" | |
| extra_log_403 = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('ERROR', f"{current_api_key[:8]} ... {current_api_key[-3:]} → 403 权限被拒绝", extra=extra_log_403) | |
| logger.error(log_msg) | |
| # key_manager.blacklist_key(current_api_key) | |
| return error_message | |
| elif status_code == 500: | |
| error_message = "服务器内部错误" | |
| extra_log_500 = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', f"{current_api_key[:8]} ... {current_api_key[-3:]} → 500 服务器内部错误", extra=extra_log_500) | |
| logger.warning(log_msg) | |
| return "Gemini API 内部错误" | |
| elif status_code == 503: | |
| error_message = "服务不可用" | |
| extra_log_503 = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', f"{current_api_key[:8]} ... {current_api_key[-3:]} → 503 服务不可用", extra=extra_log_503) | |
| logger.warning(log_msg) | |
| return "Gemini API 服务不可用" | |
| else: | |
| error_message = f"未知错误: {status_code}" | |
| extra_log_other = {'key': current_api_key[:8], 'status_code': status_code, 'error_message': error_message} | |
| log_msg = format_log_message('WARNING', f"{current_api_key[:8]} ... {current_api_key[-3:]} → {status_code} 未知错误", extra=extra_log_other) | |
| logger.warning(log_msg) | |
| return f"未知错误/模型不可用: {status_code}" | |
| elif isinstance(error, requests.exceptions.ConnectionError): | |
| error_message = "连接错误" | |
| log_msg = format_log_message('WARNING', error_message, extra={'error_message': error_message}) | |
| logger.warning(log_msg) | |
| return error_message | |
| elif isinstance(error, requests.exceptions.Timeout): | |
| error_message = "请求超时" | |
| log_msg = format_log_message('WARNING', error_message, extra={'error_message': error_message}) | |
| logger.warning(log_msg) | |
| return error_message | |
| else: | |
| error_message = f"发生未知错误: {error}" | |
| log_msg = format_log_message('ERROR', error_message, extra={'error_message': error_message}) | |
| logger.error(log_msg) | |
| return error_message | |
| def translate_error(message: str) -> str: | |
| if "quota exceeded" in message.lower(): | |
| return "API 密钥配额已用尽" | |
| if "invalid argument" in message.lower(): | |
| return "无效参数" | |
| if "internal server error" in message.lower(): | |
| return "服务器内部错误" | |
| if "service unavailable" in message.lower(): | |
| return "服务不可用" | |
| return message | |
| async def handle_api_error(e, api_key, key_manager, request_type, model, retry_count=0): | |
| """统一处理API错误,对500和503错误实现自动重试机制""" | |
| error_detail = handle_gemini_error(e, api_key, key_manager) | |
| # 处理500和503服务器错误 | |
| if isinstance(e, requests.exceptions.HTTPError) and ('500' in str(e) or '503' in str(e)): | |
| status_code = '500' if '500' in str(e) else '503' | |
| # 最多重试3次 | |
| if retry_count < 3: | |
| wait_time = min(1 * (2 ** retry_count), 16) # RETRY_DELAY=1, MAX_RETRY_DELAY=16 | |
| log_msg = format_log_message('WARNING', f"Gemini服务器错误({status_code}),等待{wait_time}秒后重试 ({retry_count+1}/3)", | |
| extra={'key': api_key[:8], 'request_type': request_type, 'model': model, 'status_code': int(status_code)}) | |
| logger.warning(log_msg) | |
| # 等待后返回重试信号 | |
| await asyncio.sleep(wait_time) | |
| return {'should_retry': True, 'error': error_detail, 'remove_cache': False} | |
| # 重试次数用尽,直接返回错误状态码 | |
| log_msg = format_log_message('ERROR', f"服务器错误({status_code})重试{retry_count}次后仍然失败", | |
| extra={'key': api_key[:8], 'request_type': request_type, 'model': model, 'status_code': int(status_code)}) | |
| logger.error(log_msg) | |
| # 不建议切换密钥,直接抛出HTTP异常 | |
| raise HTTPException(status_code=int(status_code), | |
| detail=f"Gemini API 服务器错误({status_code}),请稍后重试") | |
| # 对于其他错误,返回切换密钥的信号 | |
| log_msg = format_log_message('ERROR', f"API错误: {error_detail}", | |
| extra={'key': api_key[:8], 'request_type': request_type, 'model': model, 'error_message': error_detail}) | |
| logger.error(log_msg) | |
| return {'should_retry': False, 'should_switch_key': True, 'error': error_detail, 'remove_cache': True} |