在处理 AWS DynamoDB 异常时,可以采取以下解决方法:
import boto3
from botocore.exceptions import ClientError
def handle_dynamodb_exception():
dynamodb = boto3.client('dynamodb')
try:
# 进行 DynamoDB 操作
response = dynamodb.some_operation()
except ClientError as e:
error_code = e.response['Error']['Code']
error_message = e.response['Error']['Message']
if error_code == 'ResourceNotFoundException':
print("DynamoDB 表不存在")
elif error_code == 'InternalServerError':
print("DynamoDB 内部错误")
else:
print(f"DynamoDB 异常:{error_message}")
except Exception as e:
print(f"未知异常:{str(e)}")
import time
import random
from botocore.exceptions import ClientError
def handle_dynamodb_exception_with_retry():
dynamodb = boto3.client('dynamodb')
max_retries = 3
attempt = 1
while attempt <= max_retries:
try:
# 进行 DynamoDB 操作
response = dynamodb.some_operation()
break # 成功执行操作,退出循环
except ClientError as e:
error_code = e.response['Error']['Code']
error_message = e.response['Error']['Message']
if error_code == 'ProvisionedThroughputExceededException':
# 可能是超过了吞吐量限制,进行指数退避策略重试
delay = (2 ** attempt) + random.randint(0, 3)
print(f"第 {attempt} 次重试,等待 {delay} 秒")
time.sleep(delay)
attempt += 1
else:
print(f"DynamoDB 异常:{error_message}")
break # 非可重试异常,退出循环
except Exception as e:
print(f"未知异常:{str(e)}")
break # 非可重试异常,退出循环
以上是处理 AWS DynamoDB 异常的一些解决方法,具体的处理方式可以根据实际需求进行调整。