// Copyright 2023 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/api/annotations.proto"; import "google/api/client.proto"; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/aiplatform/v1/annotation.proto"; import "google/cloud/aiplatform/v1/annotation_spec.proto"; import "google/cloud/aiplatform/v1/data_item.proto"; import "google/cloud/aiplatform/v1/dataset.proto"; import "google/cloud/aiplatform/v1/operation.proto"; import "google/cloud/aiplatform/v1/saved_query.proto"; import "google/longrunning/operations.proto"; import "google/protobuf/empty.proto"; import "google/protobuf/field_mask.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1"; option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb"; option java_multiple_files = true; option java_outer_classname = "DatasetServiceProto"; option java_package = "com.google.cloud.aiplatform.v1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1"; option ruby_package = "Google::Cloud::AIPlatform::V1"; // The service that handles the CRUD of Vertex AI Dataset and its child // resources. service DatasetService { option (google.api.default_host) = "aiplatform.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform"; // Creates a Dataset. rpc CreateDataset(CreateDatasetRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1/{parent=projects/*/locations/*}/datasets" body: "dataset" }; option (google.api.method_signature) = "parent,dataset"; option (google.longrunning.operation_info) = { response_type: "Dataset" metadata_type: "CreateDatasetOperationMetadata" }; } // Gets a Dataset. rpc GetDataset(GetDatasetRequest) returns (Dataset) { option (google.api.http) = { get: "/v1/{name=projects/*/locations/*/datasets/*}" }; option (google.api.method_signature) = "name"; } // Updates a Dataset. rpc UpdateDataset(UpdateDatasetRequest) returns (Dataset) { option (google.api.http) = { patch: "/v1/{dataset.name=projects/*/locations/*/datasets/*}" body: "dataset" }; option (google.api.method_signature) = "dataset,update_mask"; } // Lists Datasets in a Location. rpc ListDatasets(ListDatasetsRequest) returns (ListDatasetsResponse) { option (google.api.http) = { get: "/v1/{parent=projects/*/locations/*}/datasets" }; option (google.api.method_signature) = "parent"; } // Deletes a Dataset. rpc DeleteDataset(DeleteDatasetRequest) returns (google.longrunning.Operation) { option (google.api.http) = { delete: "/v1/{name=projects/*/locations/*/datasets/*}" }; option (google.api.method_signature) = "name"; option (google.longrunning.operation_info) = { response_type: "google.protobuf.Empty" metadata_type: "DeleteOperationMetadata" }; } // Imports data into a Dataset. rpc ImportData(ImportDataRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1/{name=projects/*/locations/*/datasets/*}:import" body: "*" }; option (google.api.method_signature) = "name,import_configs"; option (google.longrunning.operation_info) = { response_type: "ImportDataResponse" metadata_type: "ImportDataOperationMetadata" }; } // Exports data from a Dataset. rpc ExportData(ExportDataRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1/{name=projects/*/locations/*/datasets/*}:export" body: "*" }; option (google.api.method_signature) = "name,export_config"; option (google.longrunning.operation_info) = { response_type: "ExportDataResponse" metadata_type: "ExportDataOperationMetadata" }; } // Lists DataItems in a Dataset. rpc ListDataItems(ListDataItemsRequest) returns (ListDataItemsResponse) { option (google.api.http) = { get: "/v1/{parent=projects/*/locations/*/datasets/*}/dataItems" }; option (google.api.method_signature) = "parent"; } // Searches DataItems in a Dataset. rpc SearchDataItems(SearchDataItemsRequest) returns (SearchDataItemsResponse) { option (google.api.http) = { get: "/v1/{dataset=projects/*/locations/*/datasets/*}:searchDataItems" }; } // Lists SavedQueries in a Dataset. rpc ListSavedQueries(ListSavedQueriesRequest) returns (ListSavedQueriesResponse) { option (google.api.http) = { get: "/v1/{parent=projects/*/locations/*/datasets/*}/savedQueries" }; option (google.api.method_signature) = "parent"; } // Gets an AnnotationSpec. rpc GetAnnotationSpec(GetAnnotationSpecRequest) returns (AnnotationSpec) { option (google.api.http) = { get: "/v1/{name=projects/*/locations/*/datasets/*/annotationSpecs/*}" }; option (google.api.method_signature) = "name"; } // Lists Annotations belongs to a dataitem rpc ListAnnotations(ListAnnotationsRequest) returns (ListAnnotationsResponse) { option (google.api.http) = { get: "/v1/{parent=projects/*/locations/*/datasets/*/dataItems/*}/annotations" }; option (google.api.method_signature) = "parent"; } } // Request message for // [DatasetService.CreateDataset][google.cloud.aiplatform.v1.DatasetService.CreateDataset]. message CreateDatasetRequest { // Required. The resource name of the Location to create the Dataset 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 Dataset to create. Dataset dataset = 2 [(google.api.field_behavior) = REQUIRED]; } // Runtime operation information for // [DatasetService.CreateDataset][google.cloud.aiplatform.v1.DatasetService.CreateDataset]. message CreateDatasetOperationMetadata { // The operation generic information. GenericOperationMetadata generic_metadata = 1; } // Request message for // [DatasetService.GetDataset][google.cloud.aiplatform.v1.DatasetService.GetDataset]. message GetDatasetRequest { // Required. The name of the Dataset resource. string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 2; } // Request message for // [DatasetService.UpdateDataset][google.cloud.aiplatform.v1.DatasetService.UpdateDataset]. message UpdateDatasetRequest { // Required. The Dataset which replaces the resource on the server. Dataset dataset = 1 [(google.api.field_behavior) = REQUIRED]; // Required. The update mask applies to the resource. // For the `FieldMask` definition, see // [google.protobuf.FieldMask][google.protobuf.FieldMask]. Updatable fields: // // * `display_name` // * `description` // * `labels` google.protobuf.FieldMask update_mask = 2 [(google.api.field_behavior) = REQUIRED]; } // Request message for // [DatasetService.ListDatasets][google.cloud.aiplatform.v1.DatasetService.ListDatasets]. message ListDatasetsRequest { // Required. The name of the Dataset's parent resource. // Format: `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "locations.googleapis.com/Location" } ]; // An expression for filtering the results of the request. For field names // both snake_case and camelCase are supported. // // * `display_name`: supports = and != // * `metadata_schema_uri`: supports = and != // * `labels` supports general map functions that is: // * `labels.key=value` - key:value equality // * `labels.key:* or labels:key - key existence // * A key including a space must be quoted. `labels."a key"`. // // Some examples: // // * `displayName="myDisplayName"` // * `labels.myKey="myValue"` string filter = 2; // The standard list page size. int32 page_size = 3; // The standard list page token. string page_token = 4; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 5; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. // Supported fields: // // * `display_name` // * `create_time` // * `update_time` string order_by = 6; } // Response message for // [DatasetService.ListDatasets][google.cloud.aiplatform.v1.DatasetService.ListDatasets]. message ListDatasetsResponse { // A list of Datasets that matches the specified filter in the request. repeated Dataset datasets = 1; // The standard List next-page token. string next_page_token = 2; } // Request message for // [DatasetService.DeleteDataset][google.cloud.aiplatform.v1.DatasetService.DeleteDataset]. message DeleteDatasetRequest { // Required. The resource name of the Dataset to delete. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; } // Request message for // [DatasetService.ImportData][google.cloud.aiplatform.v1.DatasetService.ImportData]. message ImportDataRequest { // Required. The name of the Dataset resource. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // Required. The desired input locations. The contents of all input locations // will be imported in one batch. repeated ImportDataConfig import_configs = 2 [(google.api.field_behavior) = REQUIRED]; } // Response message for // [DatasetService.ImportData][google.cloud.aiplatform.v1.DatasetService.ImportData]. message ImportDataResponse {} // Runtime operation information for // [DatasetService.ImportData][google.cloud.aiplatform.v1.DatasetService.ImportData]. message ImportDataOperationMetadata { // The common part of the operation metadata. GenericOperationMetadata generic_metadata = 1; } // Request message for // [DatasetService.ExportData][google.cloud.aiplatform.v1.DatasetService.ExportData]. message ExportDataRequest { // Required. The name of the Dataset resource. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // Required. The desired output location. ExportDataConfig export_config = 2 [(google.api.field_behavior) = REQUIRED]; } // Response message for // [DatasetService.ExportData][google.cloud.aiplatform.v1.DatasetService.ExportData]. message ExportDataResponse { // All of the files that are exported in this export operation. repeated string exported_files = 1; } // Runtime operation information for // [DatasetService.ExportData][google.cloud.aiplatform.v1.DatasetService.ExportData]. message ExportDataOperationMetadata { // The common part of the operation metadata. GenericOperationMetadata generic_metadata = 1; // A Google Cloud Storage directory which path ends with '/'. The exported // data is stored in the directory. string gcs_output_directory = 2; } // Request message for // [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]. message ListDataItemsRequest { // Required. The resource name of the Dataset to list DataItems from. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // The standard list filter. string filter = 2; // The standard list page size. int32 page_size = 3; // The standard list page token. string page_token = 4; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 5; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. string order_by = 6; } // Response message for // [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]. message ListDataItemsResponse { // A list of DataItems that matches the specified filter in the request. repeated DataItem data_items = 1; // The standard List next-page token. string next_page_token = 2; } // Request message for // [DatasetService.SearchDataItems][google.cloud.aiplatform.v1.DatasetService.SearchDataItems]. message SearchDataItemsRequest { // Expression that allows ranking results based on annotation's property. message OrderByAnnotation { // Required. Saved query of the Annotation. Only Annotations belong to this // saved query will be considered for ordering. string saved_query = 1 [(google.api.field_behavior) = REQUIRED]; // A comma-separated list of annotation fields to order by, sorted in // ascending order. Use "desc" after a field name for descending. Must also // specify saved_query. string order_by = 2; } oneof order { // A comma-separated list of data item fields to order by, sorted in // ascending order. Use "desc" after a field name for descending. string order_by_data_item = 12; // Expression that allows ranking results based on annotation's property. OrderByAnnotation order_by_annotation = 13; } // Required. The resource name of the Dataset from which to search DataItems. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string dataset = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // The resource name of a SavedQuery(annotation set in UI). // Format: // `projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}` // All of the search will be done in the context of this SavedQuery. string saved_query = 2 [ deprecated = true, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/SavedQuery" } ]; // The resource name of a DataLabelingJob. // Format: // `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}` // If this field is set, all of the search will be done in the context of // this DataLabelingJob. string data_labeling_job = 3; // An expression for filtering the DataItem that will be returned. // // * `data_item_id` - for = or !=. // * `labeled` - for = or !=. // * `has_annotation(ANNOTATION_SPEC_ID)` - true only for DataItem that // have at least one annotation with annotation_spec_id = // `ANNOTATION_SPEC_ID` in the context of SavedQuery or DataLabelingJob. // // For example: // // * `data_item=1` // * `has_annotation(5)` string data_item_filter = 4; // An expression for filtering the Annotations that will be returned per // DataItem. // * `annotation_spec_id` - for = or !=. string annotations_filter = 5 [deprecated = true]; // An expression that specifies what Annotations will be returned per // DataItem. Annotations satisfied either of the conditions will be returned. // * `annotation_spec_id` - for = or !=. // Must specify `saved_query_id=` - saved query id that annotations should // belong to. repeated string annotation_filters = 11; // Mask specifying which fields of // [DataItemView][google.cloud.aiplatform.v1.DataItemView] to read. google.protobuf.FieldMask field_mask = 6; // If set, only up to this many of Annotations will be returned per // DataItemView. The maximum value is 1000. If not set, the maximum value will // be used. int32 annotations_limit = 7; // Requested page size. Server may return fewer results than requested. // Default and maximum page size is 100. int32 page_size = 8; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. string order_by = 9 [deprecated = true]; // A token identifying a page of results for the server to return // Typically obtained via // [SearchDataItemsResponse.next_page_token][google.cloud.aiplatform.v1.SearchDataItemsResponse.next_page_token] // of the previous // [DatasetService.SearchDataItems][google.cloud.aiplatform.v1.DatasetService.SearchDataItems] // call. string page_token = 10; } // Response message for // [DatasetService.SearchDataItems][google.cloud.aiplatform.v1.DatasetService.SearchDataItems]. message SearchDataItemsResponse { // The DataItemViews read. repeated DataItemView data_item_views = 1; // A token to retrieve next page of results. // Pass to // [SearchDataItemsRequest.page_token][google.cloud.aiplatform.v1.SearchDataItemsRequest.page_token] // to obtain that page. string next_page_token = 2; } // A container for a single DataItem and Annotations on it. message DataItemView { // The DataItem. DataItem data_item = 1; // The Annotations on the DataItem. If too many Annotations should be returned // for the DataItem, this field will be truncated per annotations_limit in // request. If it was, then the has_truncated_annotations will be set to true. repeated Annotation annotations = 2; // True if and only if the Annotations field has been truncated. It happens if // more Annotations for this DataItem met the request's annotation_filter than // are allowed to be returned by annotations_limit. // Note that if Annotations field is not being returned due to field mask, // then this field will not be set to true no matter how many Annotations are // there. bool has_truncated_annotations = 3; } // Request message for // [DatasetService.ListSavedQueries][google.cloud.aiplatform.v1.DatasetService.ListSavedQueries]. message ListSavedQueriesRequest { // Required. The resource name of the Dataset to list SavedQueries from. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Dataset" } ]; // The standard list filter. string filter = 2; // The standard list page size. int32 page_size = 3; // The standard list page token. string page_token = 4; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 5; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. string order_by = 6; } // Response message for // [DatasetService.ListSavedQueries][google.cloud.aiplatform.v1.DatasetService.ListSavedQueries]. message ListSavedQueriesResponse { // A list of SavedQueries that match the specified filter in the request. repeated SavedQuery saved_queries = 1; // The standard List next-page token. string next_page_token = 2; } // Request message for // [DatasetService.GetAnnotationSpec][google.cloud.aiplatform.v1.DatasetService.GetAnnotationSpec]. message GetAnnotationSpecRequest { // Required. The name of the AnnotationSpec resource. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/AnnotationSpec" } ]; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 2; } // Request message for // [DatasetService.ListAnnotations][google.cloud.aiplatform.v1.DatasetService.ListAnnotations]. message ListAnnotationsRequest { // Required. The resource name of the DataItem to list Annotations from. // Format: // `projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/DataItem" } ]; // The standard list filter. string filter = 2; // The standard list page size. int32 page_size = 3; // The standard list page token. string page_token = 4; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 5; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. string order_by = 6; } // Response message for // [DatasetService.ListAnnotations][google.cloud.aiplatform.v1.DatasetService.ListAnnotations]. message ListAnnotationsResponse { // A list of Annotations that matches the specified filter in the request. repeated Annotation annotations = 1; // The standard List next-page token. string next_page_token = 2; }