您可以查看针对特定特征视图执行的数据同步操作列表。如果您要验证数据同步是否已从 BigQuery 数据源成功同步,或者特征视图是否正在进行数据同步,这将非常有用。
准备工作
向 Vertex AI 进行身份验证,除非您已完成此操作。
如需在本地开发环境中使用本页面上的 REST API 示例,请使用您提供给 gcloud CLI 的凭据。
Install the Google Cloud CLI, then initialize it by running the following command:
gcloud init
如需了解详情,请参阅 Google Cloud 身份验证文档中的使用 REST 时进行身份验证。
在特征视图中列出同步操作
使用以下示例可查看针对某个特征视图执行的所有同步操作的列表。
REST
如需查看 FeatureView
实例中的数据同步操作列表,请使用 featureViewSyncs.list 方法发送 GET
请求。
在使用任何请求数据之前,请先进行以下替换:
- LOCATION_ID:在线存储区所在的区域,例如
us-central1
。 - PROJECT_ID:您的项目 ID。
- FEATUREONLINESTORE_NAME:包含特征视图的在线存储区的名称。
- FEATUREVIEW_NAME:要查看其数据同步操作列表的特征视图的名称。
HTTP 方法和网址:
GET https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs
如需发送请求,请选择以下方式之一:
curl
执行以下命令:
curl -X GET \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
"https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs"
PowerShell
执行以下命令:
$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }
Invoke-WebRequest `
-Method GET `
-Headers $headers `
-Uri "https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs" | Select-Object -Expand Content
您应该收到类似以下内容的 JSON 响应:
{ "featureViewSyncs": [ { "name": "PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs/OPERATION_ID_1", "createTime": "2023-09-11T15:33:24.906716Z", "dataTransfer": { "endTime": "2023-09-11T15:33:43.615598Z" }, "finalStatus": { "code": 13 }, "runTime": { "endTime": "2023-09-11T15:33:43.615598Z" } }, { "name": "PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs/OPERATION_ID_2", "createTime": "2023-09-06T23:48:00.670844Z", "dataTransfer": { "endTime": "2023-09-06T23:48:19.086848Z" }, "finalStatus": { "code": 13 }, "runTime": { "endTime": "2023-09-06T23:48:19.086848Z" } } ] }