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Puedes ver la lista de operaciones de sincronización de datos que se ejecutaron para una vista de atributos específica. Esto puede ser útil si deseas verificar si la sincronización de datos se está realizando de forma correcta desde la fuente de datos de BigQuery o si la sincronización de datos está en curso para la vista de funciones.
Antes de comenzar
Autentícate en
Vertex AI, a menos que ya lo hayas hecho.
Para usar las muestras de la API de REST en esta página en un entorno de desarrollo local, debes usar las
credenciales que proporciones a gcloud CLI.
Instala Google Cloud CLI.
Después de la instalación,
inicializa Google Cloud CLI ejecutando el siguiente comando:
Para obtener más información, consulta
Autentícate para usar REST
en la documentación de autenticación de Google Cloud .
Enumera operaciones de sincronización en una vista de funciones
Usa el siguiente ejemplo para ver una lista de todas las operaciones de sincronización ejecutadas para una
vista de atributos.
REST
Para ver la lista de operaciones de sincronización de datos en una instancia de FeatureView, envía una solicitud GET mediante featureViewSyncs.list.
Antes de usar cualquiera de los datos de solicitud a continuación, realiza los siguientes reemplazos:
LOCATION_ID: región en donde se encuentra la tienda en línea, como us-central1.
PROJECT_ID: ID del proyecto
FEATUREONLINESTORE_NAME: Es el nombre de la tienda en línea que contiene la vista de atributos.
FEATUREVIEW_NAME: Es el nombre de la vista de atributos de la que deseas ver la lista de operaciones de sincronización de datos.
Método HTTP y URL:
GET https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs
Para enviar tu solicitud, elige una de estas opciones:
[[["Fácil de comprender","easyToUnderstand","thumb-up"],["Resolvió mi problema","solvedMyProblem","thumb-up"],["Otro","otherUp","thumb-up"]],[["Difícil de entender","hardToUnderstand","thumb-down"],["Información o código de muestra incorrectos","incorrectInformationOrSampleCode","thumb-down"],["Faltan la información o los ejemplos que necesito","missingTheInformationSamplesINeed","thumb-down"],["Problema de traducción","translationIssue","thumb-down"],["Otro","otherDown","thumb-down"]],["Última actualización: 2025-09-04 (UTC)"],[],[],null,["# List sync operations\n\nYou can view the list of data sync operations executed for a specific feature\nview. This can be useful if you want to verify whether the data sync is being\nsuccessfully synced from the BigQuery data source, or whether data\nsync is in progress for the feature view.\n\nBefore you begin\n----------------\n\n\nto\nVertex AI, unless you've done so already.\n\n\nTo use the REST API samples on this page in a local development environment, you use the\ncredentials you provide to the gcloud CLI.\n\n1. [Install](/sdk/docs/install) the Google Cloud CLI. After installation, [initialize](/sdk/docs/initializing) the Google Cloud CLI by running the following command: \n\n```bash\ngcloud init\n```\n2. If you're using an external identity provider (IdP), you must first [sign in to the gcloud CLI with your federated identity](/iam/docs/workforce-log-in-gcloud).\n\n\nFor more information, see\n[Authenticate for using REST](/docs/authentication/rest)\nin the Google Cloud authentication documentation.\n\nList sync operations in a feature view\n--------------------------------------\n\nUse the following sample to view a list of all sync operations executed for a\nfeature view. \n\n### REST\n\n\nTo view the list of data sync operations in a\n[`FeatureView`](/vertex-ai/docs/reference/rest/v1/projects.locations.featureOnlineStores.featureViews#resource:-featureView) instance, send a `GET` request by using the\n[featureViewSyncs.list](/vertex-ai/docs/reference/rest/v1/projects.locations.featureOnlineStores.featureViews.featureViewSyncs/list)\nmethod.\n\n\nBefore using any of the request data,\nmake the following replacements:\n\n- \u003cvar translate=\"no\"\u003eLOCATION_ID\u003c/var\u003e: Region where the online store is located, such as `us-central1`.\n- \u003cvar translate=\"no\"\u003ePROJECT_ID\u003c/var\u003e: Your project ID.\n- \u003cvar translate=\"no\"\u003eFEATUREONLINESTORE_NAME\u003c/var\u003e: The name of the online store containing the feature view.\n- \u003cvar translate=\"no\"\u003eFEATUREVIEW_NAME\u003c/var\u003e: The name of the feature view for which you want to view the list of data sync operations.\n\n\nHTTP method and URL:\n\n```\nGET https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs\n```\n\nTo send your request, choose one of these options: \n\n#### curl\n\n| **Note:** The following command assumes that you have logged in to the `gcloud` CLI with your user account by running [`gcloud init`](/sdk/gcloud/reference/init) or [`gcloud auth login`](/sdk/gcloud/reference/auth/login) , or by using [Cloud Shell](/shell/docs), which automatically logs you into the `gcloud` CLI . You can check the currently active account by running [`gcloud auth list`](/sdk/gcloud/reference/auth/list).\n\n\nExecute the following command:\n\n```\ncurl -X GET \\\n -H \"Authorization: Bearer $(gcloud auth print-access-token)\" \\\n \"https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs\"\n```\n\n#### PowerShell\n\n| **Note:** The following command assumes that you have logged in to the `gcloud` CLI with your user account by running [`gcloud init`](/sdk/gcloud/reference/init) or [`gcloud auth login`](/sdk/gcloud/reference/auth/login) . You can check the currently active account by running [`gcloud auth list`](/sdk/gcloud/reference/auth/list).\n\n\nExecute the following command:\n\n```\n$cred = gcloud auth print-access-token\n$headers = @{ \"Authorization\" = \"Bearer $cred\" }\n\nInvoke-WebRequest `\n -Method GET `\n -Headers $headers `\n -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\n```\n\nYou should receive a JSON response similar to the following:\n\n```\n{\n \"featureViewSyncs\": [\n {\n \"name\": \"PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs/OPERATION_ID_1\",\n \"createTime\": \"2023-09-11T15:33:24.906716Z\",\n \"dataTransfer\": {\n \"endTime\": \"2023-09-11T15:33:43.615598Z\"\n },\n \"finalStatus\": {\n \"code\": 13\n },\n \"runTime\": {\n \"endTime\": \"2023-09-11T15:33:43.615598Z\"\n }\n },\n {\n \"name\": \"PROJECT_ID/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME/featureViews/FEATUREVIEW_NAME/featureViewSyncs/OPERATION_ID_2\",\n \"createTime\": \"2023-09-06T23:48:00.670844Z\",\n \"dataTransfer\": {\n \"endTime\": \"2023-09-06T23:48:19.086848Z\"\n },\n \"finalStatus\": {\n \"code\": 13\n },\n \"runTime\": {\n \"endTime\": \"2023-09-06T23:48:19.086848Z\"\n }\n }\n ]\n}\n```\n\n\u003cbr /\u003e\n\nWhat's next\n-----------\n\n- Learn how to [manually start a data sync](/vertex-ai/docs/featurestore/latest/sync-data).\n\n- Learn how to [update a feature view](/vertex-ai/docs/featurestore/latest/update-featureview)."]]