Method: projects.locations.migratableResources.search

Searches all of the resources in automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com that can be migrated to Vertex AI's given location.

Endpoint

post https://{endpoint}/v1/{parent}/migratableResources:search

Where {service-endpoint} is one of the supported service endpoints.

Path parameters

parent string

Required. The location that the migratable resources should be searched from. It's the Vertex AI location that the resources can be migrated to, not the resources' original location. Format: projects/{project}/locations/{location}

Request body

The request body contains data with the following structure:

Fields
pageSize integer

The standard page size. The default and maximum value is 100.

pageToken string

The standard page token.

filter string

A filter for your search. You can use the following types of filters:

  • Resource type filters. The following strings filter for a specific type of MigratableResource:
    • mlEngineModelVersion:*
    • automlModel:*
    • automlDataset:*
    • dataLabelingDataset:*
  • "Migrated or not" filters. The following strings filter for resources that either have or have not already been migrated:
    • lastMigrateTime:* filters for migrated resources.
    • NOT lastMigrateTime:* filters for not yet migrated resources.

Response body

Response message for MigrationService.SearchMigratableResources.

If successful, the response body contains data with the following structure:

Fields
migratableResources[] object (MigratableResource)

All migratable resources that can be migrated to the location specified in the request.

nextPageToken string

The standard next-page token. The migratableResources may not fill pageSize in SearchMigratableResourcesRequest even when there are subsequent pages.

JSON representation 
{
  "migratableResources": [
    {
      object (MigratableResource)
    }
  ],
  "nextPageToken": string
}

MigratableResource

Represents one resource that exists in automl.googleapis.com, datalabeling.googleapis.com or ml.googleapis.com.

Fields
lastMigrateTime string (Timestamp format)

Output only. timestamp when the last migration attempt on this MigratableResource started. Will not be set if there's no migration attempt on this MigratableResource.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

lastUpdateTime string (Timestamp format)

Output only. timestamp when this MigratableResource was last updated.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

Union field resource.

resource can be only one of the following:

mlEngineModelVersion object (MlEngineModelVersion)

Output only. Represents one version in ml.googleapis.com.

automlModel object (AutomlModel)

Output only. Represents one Model in automl.googleapis.com.

automlDataset object (AutomlDataset)

Output only. Represents one Dataset in automl.googleapis.com.

dataLabelingDataset object (DataLabelingDataset)

Output only. Represents one Dataset in datalabeling.googleapis.com.

JSON representation 
{
  "lastMigrateTime": string,
  "lastUpdateTime": string,

  // Union field resource can be only one of the following:
  "mlEngineModelVersion": {
    object (MlEngineModelVersion)
  },
  "automlModel": {
    object (AutomlModel)
  },
  "automlDataset": {
    object (AutomlDataset)
  },
  "dataLabelingDataset": {
    object (DataLabelingDataset)
  }
  // End of list of possible types for union field resource.
}

MlEngineModelVersion

Represents one model version in ml.googleapis.com.

Fields
endpoint string

The ml.googleapis.com endpoint that this model version currently lives in. Example values:

  • ml.googleapis.com
  • us-centrall-ml.googleapis.com
  • europe-west4-ml.googleapis.com
  • asia-east1-ml.googleapis.com
version string

Full resource name of ml engine model version. Format: projects/{project}/models/{model}/versions/{version}.

JSON representation 
{
  "endpoint": string,
  "version": string
}

AutomlModel

Represents one Model in automl.googleapis.com.

Fields
model string

Full resource name of automl Model. Format: projects/{project}/locations/{location}/models/{model}.

modelDisplayName string

The Model's display name in automl.googleapis.com.

JSON representation 
{
  "model": string,
  "modelDisplayName": string
}

AutomlDataset

Represents one Dataset in automl.googleapis.com.

Fields
dataset string

Full resource name of automl Dataset. Format: projects/{project}/locations/{location}/datasets/{dataset}.

datasetDisplayName string

The Dataset's display name in automl.googleapis.com.

JSON representation 
{
  "dataset": string,
  "datasetDisplayName": string
}

DataLabelingDataset

Represents one Dataset in datalabeling.googleapis.com.

Fields
dataset string

Full resource name of data labeling Dataset. Format: projects/{project}/datasets/{dataset}.

datasetDisplayName string

The Dataset's display name in datalabeling.googleapis.com.

dataLabelingAnnotatedDatasets[] object (DataLabelingAnnotatedDataset)

The migratable AnnotatedDataset in datalabeling.googleapis.com belongs to the data labeling Dataset.

JSON representation 
{
  "dataset": string,
  "datasetDisplayName": string,
  "dataLabelingAnnotatedDatasets": [
    {
      object (DataLabelingAnnotatedDataset)
    }
  ]
}

DataLabelingAnnotatedDataset

Represents one AnnotatedDataset in datalabeling.googleapis.com.

Fields
annotatedDataset string

Full resource name of data labeling AnnotatedDataset. Format: projects/{project}/datasets/{dataset}/annotatedDatasets/{annotatedDataset}.

annotatedDatasetDisplayName string

The AnnotatedDataset's display name in datalabeling.googleapis.com.

JSON representation 
{
  "annotatedDataset": string,
  "annotatedDatasetDisplayName": string
}