您可以使用 Vertex AI 特徵儲存庫,為下列類型的資源新增或更新標籤:
- 特徵群組 (
FeatureGroup
) - 功能 (
Feature
) - 網路商店執行個體 (
FeatureOnlineStore
) - 特徵檢視區塊執行個體 (
FeatureView
)
您可以在建立資源時新增標籤,也可以為現有資源新增標籤。請注意,您可以選擇是否要為這些資源新增標籤。
事前準備
向 Vertex AI 進行驗證 (如果尚未完成)。
如要在本機開發環境中使用本頁的 REST API 範例,請使用您提供給 gcloud CLI 的憑證。
安裝 Google Cloud CLI。 安裝完成後,執行下列指令初始化 Google Cloud CLI:
gcloud init
如果您使用外部識別資訊提供者 (IdP),請先 使用聯合身分登入 gcloud CLI。
詳情請參閱 Google Cloud 驗證說明文件中的「Authenticate for using REST」。
更新特徵群組的標籤
使用下列範例更新現有特徵群組的標籤。
REST
如要更新現有 FeatureGroup
資源的標籤,請使用 featureGroups.patch 方法傳送 PATCH
要求。
使用任何要求資料之前,請先替換以下項目:
- LOCATION_ID:特徵群組所在的區域,例如
us-central1
。 - PROJECT_ID:您的專案 ID。
- FEATUREGROUP_NAME:要更新的特徵群組名稱。
- LABELS_JSON:要以 JSON 格式的鍵/值組合附加至特徵群組的標籤。
例如:
{"label1_key": "label1_value", "label2_key": "label2_value", ...}
HTTP 方法和網址:
PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups?feature_group_id=FEATUREGROUP_NAME
JSON 要求主體:
{ "labels": LABELS_JSON }
如要傳送要求,請選擇以下其中一個選項:
curl
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
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
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
$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
您應該會收到如下的 JSON 回應:
{ "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" } }
更新功能的標籤
使用下列範例更新現有功能的標籤。
REST
如要更新現有 Feature
資源的標籤,請使用 features.patch 方法傳送 PATCH
要求。
使用任何要求資料之前,請先替換以下項目:
- LOCATION_ID:含有特徵的特徵群組所在區域,例如
us-central1
。 - PROJECT_ID:您的專案 ID。
- FEATUREGROUP_NAME:包含特徵的特徵群組名稱。
- FEATURE_NAME:要更新的功能名稱。
- LABELS_JSON:要附加至特徵的標籤,格式為 JSON 鍵/值組合。
例如:
{"label1_key": "label1_value", "label2_key": "label2_value", ...}
HTTP 方法和網址:
PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups/FEATUREGROUP_NAME/features?feature_id=FEATURE_NAME
JSON 要求主體:
{ "labels": LABELS_JSON }
如要傳送要求,請選擇以下其中一個選項:
curl
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
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
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
$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
您應該會收到如下的 JSON 回應:
{ "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" } }
更新網路商店的標籤
使用下列範例更新現有線上商店執行個體的標籤。
REST
如要更新現有 FeatureOnlineStore
資源的標籤,請使用 featureOnlineStores.patch 方法傳送 PATCH
要求。
使用任何要求資料之前,請先替換以下項目:
- REGION_ID:線上商店所在的區域,例如
us-central1
。 - PROJECT_ID:您的專案 ID。
- FEATUREONLINESTORE_NAME:要更新的網路商店名稱。
- LABELS_JSON:要以 JSON 格式的鍵/值組合附加至網路商店的標籤。
例如:
{"label1_key": "label1_value", "label2_key": "label2_value", ...}
HTTP 方法和網址:
PATCH https://REGION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores?feature_online_store_id=FEATUREONLINESTORE_NAME
JSON 要求主體:
{ "labels": LABELS_JSON }
如要傳送要求,請選擇以下其中一個選項:
curl
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
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
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
$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
您應該會收到如下的 JSON 回應:
{ "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" } }
更新特徵檢視表的標籤
使用下列範例更新現有特徵檢視區塊的標籤。
REST
如要更新現有 FeatureView
資源的標籤,請使用 featureViews.patch 方法傳送 PATCH
要求。
使用任何要求資料之前,請先替換以下項目:
- LOCATION_ID:線上商店所在的區域,例如
us-central1
。 - PROJECT_ID:您的專案 ID。
- FEATUREONLINESTORE_NAME:包含特徵檢視區塊的網路商店名稱。
- FEATUREVIEW_NAME:要更新的特徵檢視區塊名稱。
- LABELS_JSON:要以 JSON 格式的鍵/值組合附加至特徵檢視區塊的標籤。
例如:
{"label1_key": "label1_value", "label2_key": "label2_value", ...}
HTTP 方法和網址:
PATCH https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME
JSON 要求主體:
{ "labels": LABELS_JSON }
如要傳送要求,請選擇以下其中一個選項:
curl
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
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
將要求主體儲存在名為 request.json
的檔案中,然後執行下列指令:
$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
您應該會收到如下的 JSON 回應:
{ "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" } }
後續步驟
瞭解如何更新特徵群組。
瞭解如何更新功能。
瞭解如何更新網路商店執行個體。
瞭解如何更新特徵檢視區塊。