kratos/third_party/google/cloud/datalabeling/v1beta1/dataset.proto

// Copyright 2018 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.datalabeling.v1beta1;

import "google/cloud/datalabeling/v1beta1/annotation.proto";
import "google/cloud/datalabeling/v1beta1/human_annotation_config.proto";
import "google/protobuf/duration.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/datalabeling/v1beta1;datalabeling";
option java_multiple_files = true;
option java_package = "com.google.cloud.datalabeling.v1beta1";


enum DataType {
  DATA_TYPE_UNSPECIFIED = 0;

  IMAGE = 1;

  VIDEO = 2;

  TEXT = 4;

  AUDIO = 5;
}

// Dataset is the resource to hold your data. You can request multiple labeling
// tasks for a dataset while each one will generate an AnnotatedDataset.
message Dataset {
  // Output only.
  // Dataset resource name, format is:
  // projects/{project_id}/datasets/{dataset_id}
  string name = 1;

  // Required. The display name of the dataset. Maximum of 64 characters.
  string display_name = 2;

  // Optional. User-provided description of the annotation specification set.
  // The description can be up to 10000 characters long.
  string description = 3;

  // Output only. Time the dataset is created.
  google.protobuf.Timestamp create_time = 4;

  // Output only. This is populated with the original input configs
  // where ImportData is called. It is available only after the clients
  // import data to this dataset.
  repeated InputConfig input_configs = 5;
}

// The configuration of input data, including data type, location, etc.
message InputConfig {
  // Required. Where the data is from.
  oneof source {
    GcsSource gcs_source = 2;
  }

  // Required. Data type must be specifed when user tries to import data.
  DataType data_type = 1;
}

// Source of the GCS file to be imported. Only gcs path is allowed in
// input_uri.
message GcsSource {
  // Required. The input uri of source file.
  string input_uri = 1;

  // Required. The format of the gcs source. Only "text/csv" is supported.
  string mime_type = 2;
}

// The configuration of output data.
message OutputConfig {
  // Required. Location to output data to.
  oneof destination {
    // Output to a GCS file. Should be used for labeling output other than Audio
    // transcription.
    GcsDestination gcs_destination = 1;

    // Output to a GCS folder. Should be used for Audio transcription
    // labeling output.
    GcsFolderDestination gcs_folder_destination = 2;
  }
}

// Export destination of the data.Only gcs path is allowed in
// output_uri.
message GcsDestination {
  // Required. The output uri of destination file.
  string output_uri = 1;

  // Required. The format of the gcs destination. Only "text/csv" and
  // "application/json"
  // are supported.
  string mime_type = 2;
}

// Export folder destination of the data.
message GcsFolderDestination {
  // Required. GCS folder to export data to.
  string output_folder_uri = 1;
}

// DataItem is a piece of data, without annotation. For example, an image.
message DataItem {
  // Output only.
  oneof payload {
    // The image payload, a container of the image bytes/uri.
    ImagePayload image_payload = 2;

    // The text payload, a container of text content.
    TextPayload text_payload = 3;

    // The video payload, a container of the video uri.
    VideoPayload video_payload = 4;

    // The audio payload, a container of the audio uri.
    AudioPayload audio_payload = 5;
  }

  // Output only. Name of the data item, in format of:
  // projects/{project_id}/datasets/{dataset_id}/dataItems/{data_item_id}
  string name = 1;
}

// AnnotatedDataset is a set holding annotations for data in a Dataset. Each
// labeling task will generate an AnnotatedDataset under the Dataset that the
// task is requested for.
message AnnotatedDataset {
  // Output only.
  // AnnotatedDataset resource name in format of:
  // projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
  // {annotated_dataset_id}
  string name = 1;

  // Output only. The display name of the AnnotatedDataset. It is specified in
  // HumanAnnotationConfig when user starts a labeling task. Maximum of 64
  // characters.
  string display_name = 2;

  // Output only. The description of the AnnotatedDataset. It is specified in
  // HumanAnnotationConfig when user starts a labeling task. Maximum of 10000
  // characters.
  string description = 9;

  // Output only. Source of the annotation.
  AnnotationSource annotation_source = 3;

  // Output only. Type of the annotation. It is specified when starting labeling
  // task.
  AnnotationType annotation_type = 8;

  // Output only. Number of examples in the annotated dataset.
  int64 example_count = 4;

  // Output only. Number of examples that have annotation in the annotated
  // dataset.
  int64 completed_example_count = 5;

  // Output only. Per label statistics.
  LabelStats label_stats = 6;

  // Output only. Time the AnnotatedDataset was created.
  google.protobuf.Timestamp create_time = 7;

  // Output only. Additional information about AnnotatedDataset.
  AnnotatedDatasetMetadata metadata = 10;
}

// Metadata on AnnotatedDataset.
message AnnotatedDatasetMetadata {
  // HumanAnnotationConfig used when requesting the human labeling task for this
  // AnnotatedDataset.
  HumanAnnotationConfig human_annotation_config = 1;

  // Specific request configuration used when requesting the labeling task.
  oneof annotation_request_config {
    // Configuration for image classification task.
    ImageClassificationConfig image_classification_config = 2;
    // Configuration for image bounding box and bounding poly task.
    BoundingPolyConfig bounding_poly_config = 3;
    // Configuration for image polyline task.
    PolylineConfig polyline_config = 4;
    // Configuration for image segmentation task.
    SegmentationConfig segmentation_config = 5;
    // Configuration for video classification task.
    VideoClassificationConfig video_classification_config = 6;
    // Configuration for video object detection task.
    ObjectDetectionConfig object_detection_config = 7;
    // Configuration for video object tracking task.
    ObjectTrackingConfig object_tracking_config = 8;
    // Configuration for video event labeling task.
    EventConfig event_config = 9;
    // Configuration for text classification task.
    TextClassificationConfig text_classification_config = 10;
    // Configuration for text entity extraction task.
    TextEntityExtractionConfig text_entity_extraction_config = 11;
  }
}

// Statistics about annotation specs.
message LabelStats {
  // Map of each annotation spec's example count. Key is the annotation spec
  // name and value is the number of examples for that annotation spec.
  map<string, int64> example_count = 1;
}

// An Example is a piece of data and its annotation. For example, an image with
// label "house".
message Example {
  // Output only. The data part of Example.
  oneof payload {
    // The image payload, a container of the image bytes/uri.
    ImagePayload image_payload = 2;

    // The text payload, a container of the text content.
    TextPayload text_payload = 6;

    // The video payload, a container of the video uri.
    VideoPayload video_payload = 7;

    // The audio payload, a container of the audio uri.
    AudioPayload audio_payload = 8;
  }

  // Output only. Name of the example, in format of:
  // projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
  // {annotated_dataset_id}/examples/{example_id}
  string name = 1;

  // Output only. Annotations for the piece of data in Example.
  // One piece of data can have multiple annotations.
  repeated Annotation annotations = 5;
}

// Container of information about an image.
message ImagePayload {
  // Image format.
  string mime_type = 1;

  // A byte string of a full image.
  bytes image_thumbnail = 2;

  // Image uri from the user bucket.
  string image_uri = 3;
}

// Container of information about a piece of text.
message TextPayload {
  // Text content.
  string text_content = 1;
}

// Container of information of a video thumbnail.
message VideoThumbnail {
  // A byte string of the video frame.
  bytes thumbnail = 1;

  // Time offset relative to the beginning of the video, corresponding to the
  // video frame where the thumbnail has been extracted from.
  google.protobuf.Duration time_offset = 2;
}

// Container of information of a video.
message VideoPayload {
  // Video format.
  string mime_type = 1;

  // Video uri from the user bucket.
  string video_uri = 2;

  // The list of video thumbnails.
  repeated VideoThumbnail video_thumbnails = 3;

  // FPS of the video.
  float frame_rate = 4;
}

// Container of information of an audio.
message AudioPayload {
  // Audio uri in user bucket.
  string audio_uri = 1;

  // Sample rate in Hertz of the audio data sent in all
  // `RecognitionAudio` messages. This field is optional for `FLAC` and `WAV`
  // audio files and required for all other audio formats. For details,
  // see [AudioEncoding][google.cloud.datalabeling.v1beta1.AudioPayload.AudioEncoding].
  int32 sample_rate_hertz = 3;
}