// Copyright 2020 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.v1beta1; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/aiplatform/v1beta1/io.proto"; import "google/protobuf/struct.proto"; import "google/protobuf/timestamp.proto"; import "google/api/annotations.proto"; option go_package = "google.golang.org/genproto/googleapis/cloud/aiplatform/v1beta1;aiplatform"; option java_multiple_files = true; option java_outer_classname = "DatasetProto"; option java_package = "com.google.cloud.aiplatform.v1beta1"; // A collection of DataItems and Annotations on them. message Dataset { option (google.api.resource) = { type: "aiplatform.googleapis.com/Dataset" pattern: "projects/{project}/locations/{location}/datasets/{dataset}" }; // Output only. The resource name of the Dataset. string name = 1 [(google.api.field_behavior) = OUTPUT_ONLY]; // Required. The user-defined name of the Dataset. // The name can be up to 128 characters long and can be consist of any UTF-8 // characters. string display_name = 2 [(google.api.field_behavior) = REQUIRED]; // Required. Points to a YAML file stored on Google Cloud Storage describing additional // information about the Dataset. // The schema is defined as an OpenAPI 3.0.2 Schema Object. // The schema files that can be used here are found in // gs://google-cloud-aiplatform/schema/dataset/metadata/. string metadata_schema_uri = 3 [(google.api.field_behavior) = REQUIRED]; // Required. Additional information about the Dataset. google.protobuf.Value metadata = 8 [(google.api.field_behavior) = REQUIRED]; // Output only. Timestamp when this Dataset was created. google.protobuf.Timestamp create_time = 4 [(google.api.field_behavior) = OUTPUT_ONLY]; // Output only. Timestamp when this Dataset was last updated. google.protobuf.Timestamp update_time = 5 [(google.api.field_behavior) = OUTPUT_ONLY]; // Used to perform consistent read-modify-write updates. If not set, a blind // "overwrite" update happens. string etag = 6; // The labels with user-defined metadata to organize your Datasets. // // Label keys and values can be no longer than 64 characters // (Unicode codepoints), can only contain lowercase letters, numeric // characters, underscores and dashes. International characters are allowed. // No more than 64 user labels can be associated with one Dataset (System // labels are excluded). // // See https://goo.gl/xmQnxf for more information and examples of labels. // System reserved label keys are prefixed with "aiplatform.googleapis.com/" // and are immutable. Following system labels exist for each Dataset: // // * "aiplatform.googleapis.com/dataset_metadata_schema": output only, its // value is the [metadata_schema's][google.cloud.aiplatform.v1beta1.Dataset.metadata_schema_uri] title. map labels = 7; } // Describes the location from where we import data into a Dataset, together // with the labels that will be applied to the DataItems and the Annotations. message ImportDataConfig { // The source of the input. oneof source { // The Google Cloud Storage location for the input content. GcsSource gcs_source = 1; } // Labels that will be applied to newly imported DataItems. If an identical // DataItem as one being imported already exists in the Dataset, then these // labels will be appended to these of the already existing one, and if labels // with identical key is imported before, the old label value will be // overwritten. If two DataItems are identical in the same import data // operation, the labels will be combined and if key collision happens in this // case, one of the values will be picked randomly. Two DataItems are // considered identical if their content bytes are identical (e.g. image bytes // or pdf bytes). // These labels will be overridden by Annotation labels specified inside index // file refenced by [import_schema_uri][google.cloud.aiplatform.v1beta1.ImportDataConfig.import_schema_uri], e.g. jsonl file. map data_item_labels = 2; // Required. Points to a YAML file stored on Google Cloud Storage describing the import // format. Validation will be done against the schema. The schema is defined // as an [OpenAPI 3.0.2 Schema Object](https://tinyurl.com/y538mdwt). string import_schema_uri = 4 [(google.api.field_behavior) = REQUIRED]; } // Describes what part of the Dataset is to be exported, the destination of // the export and how to export. message ExportDataConfig { // The destination of the output. oneof destination { // The Google Cloud Storage location where the output is to be written to. // In the given directory a new directory will be created with name: // `export-data--` where // timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format. All export // output will be written into that directory. Inside that directory, // annotations with the same schema will be grouped into sub directories // which are named with the corresponding annotations' schema title. Inside // these sub directories, a schema.yaml will be created to describe the // output format. GcsDestination gcs_destination = 1; } // A filter on Annotations of the Dataset. Only Annotations on to-be-exported // DataItems(specified by [data_items_filter][]) that match this filter will // be exported. The filter syntax is the same as in // [ListAnnotations][google.cloud.aiplatform.v1beta1.DatasetService.ListAnnotations]. string annotations_filter = 2; }