以下是一个使用AWS DMS将事务数据持续复制到数据仓库的示例解决方法:
import boto3
dms_client = boto3.client('dms')
# 创建源端点
source_endpoint_response = dms_client.create_endpoint(
EndpointIdentifier='source-endpoint',
EndpointType='source',
EngineName='your-source-engine',
Username='your-source-username',
Password='your-source-password',
ServerName='your-source-server',
Port=1234
)
# 创建目标端点
target_endpoint_response = dms_client.create_endpoint(
EndpointIdentifier='target-endpoint',
EndpointType='target',
EngineName='your-target-engine',
Username='your-target-username',
Password='your-target-password',
ServerName='your-target-server',
Port=5678
)
# 创建复制实例
replication_instance_response = dms_client.create_replication_instance(
ReplicationInstanceIdentifier='replication-instance',
ReplicationInstanceClass='dms.r5.large',
EngineVersion='3.1.4',
AllocatedStorage=100,
VpcSecurityGroupIds=['your-security-group-id'],
AvailabilityZone='your-availability-zone',
PubliclyAccessible=False
)
# 创建复制任务
replication_task_response = dms_client.create_replication_task(
ReplicationTaskIdentifier='replication-task',
SourceEndpointArn=source_endpoint_response['Endpoint']['EndpointArn'],
TargetEndpointArn=target_endpoint_response['Endpoint']['EndpointArn'],
MigrationType='full-load-and-cdc',
TableMappings='your-table-mappings',
ReplicationTaskSettings='your-task-settings'
)
以上代码示例中,需要替换以下参数:
your-source-engine
:源数据库引擎名称,例如mysql
或postgresql
。your-source-username
和your-source-password
:源数据库的用户名和密码。your-source-server
:源数据库服务器的名称或IP地址。your-target-engine
:目标数据仓库引擎名称,例如redshift
或athena
。your-target-username
和your-target-password
:目标数据仓库的用户名和密码。your-target-server
:目标数据仓库服务器的名称或IP地址。your-security-group-id
:用于复制实例的安全组ID。your-availability-zone
:复制实例所在的可用区。your-table-mappings
:用于指定源和目标表之间的映射关系的JSON字符串。your-task-settings
:用于指定复制任务的其他设置的JSON字符串。请根据实际情况修改以上参数,并根据实际需求进行适当调整。