# frozen_string_literal: true

# Copyright 2022 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
#
#     https://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.

# Auto-generated by gapic-generator-ruby. DO NOT EDIT!


module Google
  module Cloud
    module AIPlatform
      module V1
        # A collection of metrics calculated by comparing Model's predictions on a
        # slice of the test data against ground truth annotations.
        # @!attribute [r] name
        #   @return [::String]
        #     Output only. The resource name of the ModelEvaluationSlice.
        # @!attribute [r] slice
        #   @return [::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice]
        #     Output only. The slice of the test data that is used to evaluate the Model.
        # @!attribute [r] metrics_schema_uri
        #   @return [::String]
        #     Output only. Points to a YAML file stored on Google Cloud Storage
        #     describing the
        #     {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice#metrics metrics} of this
        #     ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema
        #     Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
        # @!attribute [r] metrics
        #   @return [::Google::Protobuf::Value]
        #     Output only. Sliced evaluation metrics of the Model. The schema of the
        #     metrics is stored in
        #     {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice#metrics_schema_uri metrics_schema_uri}
        # @!attribute [r] create_time
        #   @return [::Google::Protobuf::Timestamp]
        #     Output only. Timestamp when this ModelEvaluationSlice was created.
        class ModelEvaluationSlice
          include ::Google::Protobuf::MessageExts
          extend ::Google::Protobuf::MessageExts::ClassMethods

          # Definition of a slice.
          # @!attribute [r] dimension
          #   @return [::String]
          #     Output only. The dimension of the slice.
          #     Well-known dimensions are:
          #       * `annotationSpec`: This slice is on the test data that has either
          #         ground truth or prediction with
          #         {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
          #         equals to
          #         {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
          # @!attribute [r] value
          #   @return [::String]
          #     Output only. The value of the dimension in this slice.
          class Slice
            include ::Google::Protobuf::MessageExts
            extend ::Google::Protobuf::MessageExts::ClassMethods
          end
        end
      end
    end
  end
end