353 lines
14 KiB
Ruby
353 lines
14 KiB
Ruby
# Copyright 2015 Google Inc.
|
|
#
|
|
# 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.
|
|
|
|
require 'date'
|
|
require 'google/apis/core/base_service'
|
|
require 'google/apis/core/json_representation'
|
|
require 'google/apis/core/hashable'
|
|
require 'google/apis/errors'
|
|
|
|
module Google
|
|
module Apis
|
|
module PredictionV1_5
|
|
|
|
class Analyze
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class DataDescription
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class Feature
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class Categorical
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class Value
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Numeric
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Text
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class OutputFeature
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class Numeric
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Text
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class ModelDescription
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Input
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class Input
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class List
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Output
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class OutputMulti
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Training
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
class ModelInfo
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class TrainingInstance
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Update
|
|
class Representation < Google::Apis::Core::JsonRepresentation; end
|
|
|
|
include Google::Apis::Core::JsonObjectSupport
|
|
end
|
|
|
|
class Analyze
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :data_description, as: 'dataDescription', class: Google::Apis::PredictionV1_5::Analyze::DataDescription, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Representation
|
|
|
|
collection :errors, as: 'errors'
|
|
property :id, as: 'id'
|
|
property :kind, as: 'kind'
|
|
property :model_description, as: 'modelDescription', class: Google::Apis::PredictionV1_5::Analyze::ModelDescription, decorator: Google::Apis::PredictionV1_5::Analyze::ModelDescription::Representation
|
|
|
|
property :self_link, as: 'selfLink'
|
|
end
|
|
|
|
class DataDescription
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
collection :features, as: 'features', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Representation
|
|
|
|
property :output_feature, as: 'outputFeature', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature::Representation
|
|
|
|
end
|
|
|
|
class Feature
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :categorical, as: 'categorical', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Categorical, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Categorical::Representation
|
|
|
|
property :index, :numeric_string => true, as: 'index'
|
|
property :numeric, as: 'numeric', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Numeric, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Numeric::Representation
|
|
|
|
property :text, as: 'text', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Text, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Text::Representation
|
|
|
|
end
|
|
|
|
class Categorical
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
collection :values, as: 'values', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Categorical::Value, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::Feature::Categorical::Value::Representation
|
|
|
|
end
|
|
|
|
class Value
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
property :value, as: 'value'
|
|
end
|
|
end
|
|
end
|
|
|
|
class Numeric
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
property :mean, as: 'mean'
|
|
property :variance, as: 'variance'
|
|
end
|
|
end
|
|
|
|
class Text
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
end
|
|
end
|
|
end
|
|
|
|
class OutputFeature
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :numeric, as: 'numeric', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature::Numeric, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature::Numeric::Representation
|
|
|
|
collection :text, as: 'text', class: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature::Text, decorator: Google::Apis::PredictionV1_5::Analyze::DataDescription::OutputFeature::Text::Representation
|
|
|
|
end
|
|
|
|
class Numeric
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
property :mean, as: 'mean'
|
|
property :variance, as: 'variance'
|
|
end
|
|
end
|
|
|
|
class Text
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :count, :numeric_string => true, as: 'count'
|
|
property :value, as: 'value'
|
|
end
|
|
end
|
|
end
|
|
end
|
|
|
|
class ModelDescription
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
hash :confusion_matrix, as: 'confusionMatrix'
|
|
hash :confusion_matrix_row_totals, as: 'confusionMatrixRowTotals'
|
|
property :modelinfo, as: 'modelinfo', class: Google::Apis::PredictionV1_5::Training, decorator: Google::Apis::PredictionV1_5::Training::Representation
|
|
|
|
end
|
|
end
|
|
end
|
|
|
|
class Input
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :input, as: 'input', class: Google::Apis::PredictionV1_5::Input::Input, decorator: Google::Apis::PredictionV1_5::Input::Input::Representation
|
|
|
|
end
|
|
|
|
class Input
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
collection :csv_instance, as: 'csvInstance'
|
|
end
|
|
end
|
|
end
|
|
|
|
class List
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
collection :items, as: 'items', class: Google::Apis::PredictionV1_5::Training, decorator: Google::Apis::PredictionV1_5::Training::Representation
|
|
|
|
property :kind, as: 'kind'
|
|
property :next_page_token, as: 'nextPageToken'
|
|
property :self_link, as: 'selfLink'
|
|
end
|
|
end
|
|
|
|
class Output
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :id, as: 'id'
|
|
property :kind, as: 'kind'
|
|
property :output_label, as: 'outputLabel'
|
|
collection :output_multi, as: 'outputMulti', class: Google::Apis::PredictionV1_5::Output::OutputMulti, decorator: Google::Apis::PredictionV1_5::Output::OutputMulti::Representation
|
|
|
|
property :output_value, as: 'outputValue'
|
|
property :self_link, as: 'selfLink'
|
|
end
|
|
|
|
class OutputMulti
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :label, as: 'label'
|
|
property :score, as: 'score'
|
|
end
|
|
end
|
|
end
|
|
|
|
class Training
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :created, as: 'created', type: DateTime
|
|
|
|
property :id, as: 'id'
|
|
property :kind, as: 'kind'
|
|
property :model_info, as: 'modelInfo', class: Google::Apis::PredictionV1_5::Training::ModelInfo, decorator: Google::Apis::PredictionV1_5::Training::ModelInfo::Representation
|
|
|
|
property :model_type, as: 'modelType'
|
|
property :self_link, as: 'selfLink'
|
|
property :storage_data_location, as: 'storageDataLocation'
|
|
property :storage_pmml_location, as: 'storagePMMLLocation'
|
|
property :storage_pmml_model_location, as: 'storagePMMLModelLocation'
|
|
property :training_complete, as: 'trainingComplete', type: DateTime
|
|
|
|
collection :training_instances, as: 'trainingInstances', class: Google::Apis::PredictionV1_5::Training::TrainingInstance, decorator: Google::Apis::PredictionV1_5::Training::TrainingInstance::Representation
|
|
|
|
property :training_status, as: 'trainingStatus'
|
|
collection :utility, as: 'utility'
|
|
end
|
|
|
|
class ModelInfo
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
property :class_weighted_accuracy, as: 'classWeightedAccuracy'
|
|
property :classification_accuracy, as: 'classificationAccuracy'
|
|
property :mean_squared_error, as: 'meanSquaredError'
|
|
property :model_type, as: 'modelType'
|
|
property :number_instances, :numeric_string => true, as: 'numberInstances'
|
|
property :number_labels, :numeric_string => true, as: 'numberLabels'
|
|
end
|
|
end
|
|
|
|
class TrainingInstance
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
collection :csv_instance, as: 'csvInstance'
|
|
property :output, as: 'output'
|
|
end
|
|
end
|
|
end
|
|
|
|
class Update
|
|
# @private
|
|
class Representation < Google::Apis::Core::JsonRepresentation
|
|
collection :csv_instance, as: 'csvInstance'
|
|
property :label, as: 'label'
|
|
property :output, as: 'output'
|
|
end
|
|
end
|
|
end
|
|
end
|
|
end
|