更新标签

Vertex AI Feature Store 可让您为以下类型的资源添加或更新标签:

您可以在资源创建期间添加标签,也可以向现有资源添加标签。请注意,向这些资源添加标签是可选操作。

更新特征组的标签

使用以下示例可更新现有特征组的标签。

REST

如需更新现有 FeatureGroup 资源的标签,请使用 featureGroups.patch 方法发送 PATCH 请求。

在使用任何请求数据之前,请先进行以下替换:

  • LOCATION_ID:特征组所在的区域,例如 us-central1
  • PROJECT_ID:您的项目 ID。
  • FEATUREGROUP_NAME:您要更新的特征组的名称。
  • LABELS_JSON:要附加到特征组作为键值对的 JSON 格式的标签。 例如:{"label1_key": "label1_value", "label2_key": "label2_value", ...}

HTTP 方法和网址:

PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups?feature_group_id=FEATUREGROUP_NAME

请求 JSON 正文:

{
  "labels": LABELS_JSON
}

如需发送请求,请选择以下方式之一:

curl

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

curl -X PATCH \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
-H "Content-Type: application/json; charset=utf-8" \
-d @request.json \
"https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups?feature_group_id=FEATUREGROUP_NAME"

PowerShell

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
-Method PATCH `
-Headers $headers `
-ContentType: "application/json; charset=utf-8" `
-InFile request.json `
-Uri "https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups?feature_group_id=FEATUREGROUP_NAME" | Select-Object -Expand Content

您应该收到类似以下内容的 JSON 响应:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.UpdateFeatureGroupOperationMetadata",
    "genericMetadata": {
      "createTime": "2023-09-18T03:00:13.060636Z",
      "updateTime": "2023-09-18T03:00:13.060636Z"
    }
  },
  "done": true,
  "response": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.FeatureGroup",
    "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME"
  }
}

更新特征的标签

使用以下示例可更新现有特征的标签。

REST

如需更新现有 Feature 资源的标签,请使用 features.patch 方法发送 PATCH 请求。

在使用任何请求数据之前,请先进行以下替换:

  • LOCATION_ID:包含特征的特征组所在的区域,例如 us-central1
  • PROJECT_ID:您的项目 ID。
  • FEATUREGROUP_NAME:包含特征的特征组的名称。
  • FEATURE_NAME:要更新的特征的名称。
  • LABELS_JSON:要附加到特征作为键值对的 JSON 格式的标签。 例如:{"label1_key": "label1_value", "label2_key": "label2_value", ...}

HTTP 方法和网址:

PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features?feature_id=FEATURE_NAME

请求 JSON 正文:

{
  "labels": LABELS_JSON
}

如需发送请求,请选择以下方式之一:

curl

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

curl -X PATCH \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
-H "Content-Type: application/json; charset=utf-8" \
-d @request.json \
"https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features?feature_id=FEATURE_NAME"

PowerShell

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
-Method PATCH `
-Headers $headers `
-ContentType: "application/json; charset=utf-8" `
-InFile request.json `
-Uri "https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features?feature_id=FEATURE_NAME" | Select-Object -Expand Content

您应该收到类似以下内容的 JSON 响应:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features/FEATURE_NAME/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.UpdateFeatureOperationMetadata",
    "genericMetadata": {
      "createTime": "2023-09-18T02:36:22.870679Z",
      "updateTime": "2023-09-18T02:36:22.870679Z"
    }
  },
  "done": true,
  "response": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.Feature",
    "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features/FEATURE_NAME"
  }
}

更新在线存储区的标签

使用以下示例可更新现有在线存储区实例的标签。

REST

如需更新现有 FeatureOnlineStore 资源的标签,请使用 featureOnlineStores.patch 方法发送 PATCH 请求。

在使用任何请求数据之前,请先进行以下替换:

  • REGION_ID:在线存储区所在的区域,例如 us-central1
  • PROJECT_ID:您的项目 ID。
  • FEATUREONLINESTORE_NAME:您要更新的在线存储区的名称。
  • LABELS_JSON:要附加到在线存储区作为键值对的 JSON 格式的标签。 例如:{"label1_key": "label1_value", "label2_key": "label2_value", ...}

HTTP 方法和网址:

PATCH https://REGION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores?feature_online_store_id=FEATUREONLINESTORE_NAME

请求 JSON 正文:

{
  "labels": LABELS_JSON
}

如需发送请求,请选择以下方式之一:

curl

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

curl -X PATCH \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
-H "Content-Type: application/json; charset=utf-8" \
-d @request.json \
"https://REGION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores?feature_online_store_id=FEATUREONLINESTORE_NAME"

PowerShell

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
-Method PATCH `
-Headers $headers `
-ContentType: "application/json; charset=utf-8" `
-InFile request.json `
-Uri "https://REGION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores?feature_online_store_id=FEATUREONLINESTORE_NAME" | Select-Object -Expand Content

您应该收到类似以下内容的 JSON 响应:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.CreateFeatureOnlineStoreOperationMetadata",
    "genericMetadata": {
      "createTime": "2023-09-18T17:49:23.847496Z",
      "updateTime": "2023-09-18T17:49:23.847496Z"
    }
  },
  "done": true,
  "response": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.FeatureView",
    "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME"
  }
}

更新特征视图的标签

使用以下示例可更新现有特征视图的标签。

REST

如需更新现有 FeatureView 资源的标签,请使用 featureViews.patch 方法发送 PATCH 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:要更新的特征视图的名称。
  • LABELS_JSON:要附加到特征视图作为键值对的 JSON 格式的标签。 例如:{"label1_key": "label1_value", "label2_key": "label2_value", ...}

HTTP 方法和网址:

PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME

请求 JSON 正文:

{
  "labels": LABELS_JSON
}

如需发送请求,请选择以下方式之一:

curl

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

curl -X PATCH \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
-H "Content-Type: application/json; charset=utf-8" \
-d @request.json \
"https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME"

PowerShell

将请求正文保存在名为 request.json 的文件中,然后执行以下命令:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
-Method PATCH `
-Headers $headers `
-ContentType: "application/json; charset=utf-8" `
-InFile request.json `
-Uri "https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME" | Select-Object -Expand Content

您应该收到类似以下内容的 JSON 响应:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.UpdateFeatureViewOperationMetadata",
    "genericMetadata": {
      "createTime": "2023-09-15T04:53:34.832192Z",
      "updateTime": "2023-09-15T04:53:34.832192Z"
    }
  },
  "done": true,
  "response": {
    "@type": "type.googleapis.com/google.cloud.aiplatform.v1.FeatureView",
    "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME"
  }
}

后续步骤