在AWS Step Functions中处理工作者/活动竞争条件可以借助Step Functions提供的锁机制来实现。以下是一个示例解决方案:
import boto3
def lambda_handler(event, context):
# 获取锁名称
lock_name = event['lock_name']
# 创建DynamoDB客户端
dynamodb = boto3.resource('dynamodb')
# 获取锁表
lock_table = dynamodb.Table('lock_table')
# 获取锁
response = lock_table.put_item(
Item={
'lock_name': lock_name,
'is_locked': True
},
ConditionExpression='attribute_not_exists(lock_name)'
)
# 如果成功获取锁
if response['ResponseMetadata']['HTTPStatusCode'] == 200:
try:
# 执行任务
# ...
# 释放锁
lock_table.delete_item(
Key={
'lock_name': lock_name
}
)
except Exception as e:
# 处理任务执行错误
# ...
# 释放锁
lock_table.delete_item(
Key={
'lock_name': lock_name
}
)
else:
# 任务已经被其他工作者获取,可以选择等待或者放弃任务
# ...
{
"Comment": "一个简单的Step Functions状态机示例",
"StartAt": "LockActivity",
"States": {
"LockActivity": {
"Type": "Task",
"Resource": "arn:aws:lambda:::function:lock_activity",
"Next": "ProcessActivity",
"Catch": [
{
"ErrorEquals": [
"States.ALL"
],
"Next": "UnlockActivity"
}
]
},
"ProcessActivity": {
"Type": "Task",
"Resource": "arn:aws:lambda:::function:process_activity",
"End": true
},
"UnlockActivity": {
"Type": "Task",
"Resource": "arn:aws:lambda:::function:unlock_activity",
"End": true
}
}
}
import boto3
# 创建DynamoDB客户端
dynamodb = boto3.resource('dynamodb')
# 创建锁表
table = dynamodb.create_table(
TableName='lock_table',
KeySchema=[
{
'AttributeName': 'lock_name',
'KeyType': 'HASH'
}
],
AttributeDefinitions=[
{
'AttributeName': 'lock_name',
'AttributeType': 'S'
}
],
ProvisionedThroughput={
'ReadCapacityUnits': 5,
'WriteCapacityUnits': 5
}
)
# 等待表创建完成
table.meta.client.get_waiter('table_exists').wait(TableName='lock_table')
以上是一个基本的示例,你可以根据具体需求进行扩展和修改。