// Copyright 2021 Google LLC // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. syntax = "proto3"; package google.cloud.aiplatform.v1; import "google/cloud/aiplatform/v1/dataset.proto"; import "google/cloud/aiplatform/v1/model.proto"; import "google/api/annotations.proto"; import "google/api/client.proto"; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/aiplatform/v1/migratable_resource.proto"; import "google/cloud/aiplatform/v1/operation.proto"; import "google/longrunning/operations.proto"; import "google/rpc/status.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1"; option go_package = "google.golang.org/genproto/googleapis/cloud/aiplatform/v1;aiplatform"; option java_multiple_files = true; option java_outer_classname = "MigrationServiceProto"; option java_package = "com.google.cloud.aiplatform.v1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1"; option ruby_package = "Google::Cloud::AIPlatform::V1"; // A service that migrates resources from automl.googleapis.com, // datalabeling.googleapis.com and ml.googleapis.com to Vertex AI. service MigrationService { option (google.api.default_host) = "aiplatform.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform"; // 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. rpc SearchMigratableResources(SearchMigratableResourcesRequest) returns (SearchMigratableResourcesResponse) { option (google.api.http) = { post: "/v1/{parent=projects/*/locations/*}/migratableResources:search" body: "*" }; option (google.api.method_signature) = "parent"; } // Batch migrates resources from ml.googleapis.com, automl.googleapis.com, // and datalabeling.googleapis.com to Vertex AI. rpc BatchMigrateResources(BatchMigrateResourcesRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1/{parent=projects/*/locations/*}/migratableResources:batchMigrate" body: "*" }; option (google.api.method_signature) = "parent,migrate_resource_requests"; option (google.longrunning.operation_info) = { response_type: "BatchMigrateResourcesResponse" metadata_type: "BatchMigrateResourcesOperationMetadata" }; } } // Request message for [MigrationService.SearchMigratableResources][google.cloud.aiplatform.v1.MigrationService.SearchMigratableResources]. message SearchMigratableResourcesRequest { // 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}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "locations.googleapis.com/Location" } ]; // The standard page size. // The default and maximum value is 100. int32 page_size = 2; // The standard page token. string page_token = 3; // 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][google.cloud.aiplatform.v1.MigratableResource]: // * `ml_engine_model_version:*` // * `automl_model:*` // * `automl_dataset:*` // * `data_labeling_dataset:*` // * "Migrated or not" filters. The following strings filter for resources // that either have or have not already been migrated: // * `last_migrate_time:*` filters for migrated resources. // * `NOT last_migrate_time:*` filters for not yet migrated resources. string filter = 4; } // Response message for [MigrationService.SearchMigratableResources][google.cloud.aiplatform.v1.MigrationService.SearchMigratableResources]. message SearchMigratableResourcesResponse { // All migratable resources that can be migrated to the // location specified in the request. repeated MigratableResource migratable_resources = 1; // The standard next-page token. // The migratable_resources may not fill page_size in // SearchMigratableResourcesRequest even when there are subsequent pages. string next_page_token = 2; } // Request message for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1.MigrationService.BatchMigrateResources]. message BatchMigrateResourcesRequest { // Required. The location of the migrated resource will live in. // Format: `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "locations.googleapis.com/Location" } ]; // Required. The request messages specifying the resources to migrate. // They must be in the same location as the destination. // Up to 50 resources can be migrated in one batch. repeated MigrateResourceRequest migrate_resource_requests = 2 [(google.api.field_behavior) = REQUIRED]; } // Config of migrating one resource from automl.googleapis.com, // datalabeling.googleapis.com and ml.googleapis.com to Vertex AI. message MigrateResourceRequest { // Config for migrating version in ml.googleapis.com to Vertex AI's Model. message MigrateMlEngineModelVersionConfig { // Required. The ml.googleapis.com endpoint that this model version should be migrated // from. // Example values: // // * ml.googleapis.com // // * us-centrall-ml.googleapis.com // // * europe-west4-ml.googleapis.com // // * asia-east1-ml.googleapis.com string endpoint = 1 [(google.api.field_behavior) = REQUIRED]; // Required. Full resource name of ml engine model version. // Format: `projects/{project}/models/{model}/versions/{version}`. string model_version = 2 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "ml.googleapis.com/Version" } ]; // Required. Display name of the model in Vertex AI. // System will pick a display name if unspecified. string model_display_name = 3 [(google.api.field_behavior) = REQUIRED]; } // Config for migrating Model in automl.googleapis.com to Vertex AI's Model. message MigrateAutomlModelConfig { // Required. Full resource name of automl Model. // Format: // `projects/{project}/locations/{location}/models/{model}`. string model = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "automl.googleapis.com/Model" } ]; // Optional. Display name of the model in Vertex AI. // System will pick a display name if unspecified. string model_display_name = 2 [(google.api.field_behavior) = OPTIONAL]; } // Config for migrating Dataset in automl.googleapis.com to Vertex AI's // Dataset. message MigrateAutomlDatasetConfig { // Required. Full resource name of automl Dataset. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}`. string dataset = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "automl.googleapis.com/Dataset" } ]; // Required. Display name of the Dataset in Vertex AI. // System will pick a display name if unspecified. string dataset_display_name = 2 [(google.api.field_behavior) = REQUIRED]; } // Config for migrating Dataset in datalabeling.googleapis.com to AI // Platform's Dataset. message MigrateDataLabelingDatasetConfig { // Config for migrating AnnotatedDataset in datalabeling.googleapis.com to // Vertex AI's SavedQuery. message MigrateDataLabelingAnnotatedDatasetConfig { // Required. Full resource name of data labeling AnnotatedDataset. // Format: // `projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_dataset}`. string annotated_dataset = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "datalabeling.googleapis.com/AnnotatedDataset" } ]; } // Required. Full resource name of data labeling Dataset. // Format: // `projects/{project}/datasets/{dataset}`. string dataset = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "datalabeling.googleapis.com/Dataset" } ]; // Optional. Display name of the Dataset in Vertex AI. // System will pick a display name if unspecified. string dataset_display_name = 2 [(google.api.field_behavior) = OPTIONAL]; // Optional. Configs for migrating AnnotatedDataset in datalabeling.googleapis.com to // Vertex AI's SavedQuery. The specified AnnotatedDatasets have to belong // to the datalabeling Dataset. repeated MigrateDataLabelingAnnotatedDatasetConfig migrate_data_labeling_annotated_dataset_configs = 3 [(google.api.field_behavior) = OPTIONAL]; } oneof request { // Config for migrating Version in ml.googleapis.com to Vertex AI's Model. MigrateMlEngineModelVersionConfig migrate_ml_engine_model_version_config = 1; // Config for migrating Model in automl.googleapis.com to Vertex AI's // Model. MigrateAutomlModelConfig migrate_automl_model_config = 2; // Config for migrating Dataset in automl.googleapis.com to Vertex AI's // Dataset. MigrateAutomlDatasetConfig migrate_automl_dataset_config = 3; // Config for migrating Dataset in datalabeling.googleapis.com to // Vertex AI's Dataset. MigrateDataLabelingDatasetConfig migrate_data_labeling_dataset_config = 4; } } // Response message for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1.MigrationService.BatchMigrateResources]. message BatchMigrateResourcesResponse { // Successfully migrated resources. repeated MigrateResourceResponse migrate_resource_responses = 1; } // Describes a successfully migrated resource. message MigrateResourceResponse { // After migration, the resource name in Vertex AI. oneof migrated_resource { // Migrated Dataset's resource name. string dataset = 1 [(google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" }]; // Migrated Model's resource name. string model = 2 [(google.api.resource_reference) = { type: "aiplatform.googleapis.com/Model" }]; } // Before migration, the identifier in ml.googleapis.com, // automl.googleapis.com or datalabeling.googleapis.com. MigratableResource migratable_resource = 3; } // Runtime operation information for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1.MigrationService.BatchMigrateResources]. message BatchMigrateResourcesOperationMetadata { // Represents a partial result in batch migration operation for one // [MigrateResourceRequest][google.cloud.aiplatform.v1.MigrateResourceRequest]. message PartialResult { // If the resource's migration is ongoing, none of the result will be set. // If the resource's migration is finished, either error or one of the // migrated resource name will be filled. oneof result { // The error result of the migration request in case of failure. google.rpc.Status error = 2; // Migrated model resource name. string model = 3 [(google.api.resource_reference) = { type: "aiplatform.googleapis.com/Model" }]; // Migrated dataset resource name. string dataset = 4 [(google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" }]; } // It's the same as the value in // [MigrateResourceRequest.migrate_resource_requests][]. MigrateResourceRequest request = 1; } // The common part of the operation metadata. GenericOperationMetadata generic_metadata = 1; // Partial results that reflect the latest migration operation progress. repeated PartialResult partial_results = 2; }