google-api-ruby-client/generated/google/apis/prediction_v1_6/service.rb

382 lines
20 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 '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_6
# Prediction API
#
# Lets you access a cloud hosted machine learning service that makes it easy to
# build smart apps
#
# @example
# require 'google/apis/prediction_v1_6'
#
# Prediction = Google::Apis::PredictionV1_6 # Alias the module
# service = Prediction::PredictionService.new
#
# @see https://developers.google.com/prediction/docs/developer-guide
class PredictionService < Google::Apis::Core::BaseService
# @return [String]
# API key. Your API key identifies your project and provides you with API access,
# quota, and reports. Required unless you provide an OAuth 2.0 token.
attr_accessor :key
# @return [String]
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
attr_accessor :quota_user
# @return [String]
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
attr_accessor :user_ip
def initialize
super('https://www.googleapis.com/', 'prediction/v1.6/projects/')
@batch_path = 'batch'
end
# Submit input and request an output against a hosted model.
# @param [String] project
# The project associated with the model.
# @param [String] hosted_model_name
# The name of a hosted model.
# @param [Google::Apis::PredictionV1_6::Input] input_object
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Output] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Output]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def predict_hosted_model(project, hosted_model_name, input_object = nil, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:post, '{project}/hostedmodels/{hostedModelName}/predict', options)
command.request_representation = Google::Apis::PredictionV1_6::Input::Representation
command.request_object = input_object
command.response_representation = Google::Apis::PredictionV1_6::Output::Representation
command.response_class = Google::Apis::PredictionV1_6::Output
command.params['project'] = project unless project.nil?
command.params['hostedModelName'] = hosted_model_name unless hosted_model_name.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Get analysis of the model and the data the model was trained on.
# @param [String] project
# The project associated with the model.
# @param [String] id
# The unique name for the predictive model.
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Analyze] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Analyze]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def analyze_trained_model(project, id, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:get, '{project}/trainedmodels/{id}/analyze', options)
command.response_representation = Google::Apis::PredictionV1_6::Analyze::Representation
command.response_class = Google::Apis::PredictionV1_6::Analyze
command.params['project'] = project unless project.nil?
command.params['id'] = id unless id.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Delete a trained model.
# @param [String] project
# The project associated with the model.
# @param [String] id
# The unique name for the predictive model.
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [NilClass] No result returned for this method
# @yieldparam err [StandardError] error object if request failed
#
# @return [void]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def delete_trained_model(project, id, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:delete, '{project}/trainedmodels/{id}', options)
command.params['project'] = project unless project.nil?
command.params['id'] = id unless id.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Check training status of your model.
# @param [String] project
# The project associated with the model.
# @param [String] id
# The unique name for the predictive model.
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Insert2] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Insert2]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def get_trained_model(project, id, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:get, '{project}/trainedmodels/{id}', options)
command.response_representation = Google::Apis::PredictionV1_6::Insert2::Representation
command.response_class = Google::Apis::PredictionV1_6::Insert2
command.params['project'] = project unless project.nil?
command.params['id'] = id unless id.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Train a Prediction API model.
# @param [String] project
# The project associated with the model.
# @param [Google::Apis::PredictionV1_6::Insert] insert_object
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Insert2] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Insert2]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def insert_trained_model(project, insert_object = nil, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:post, '{project}/trainedmodels', options)
command.request_representation = Google::Apis::PredictionV1_6::Insert::Representation
command.request_object = insert_object
command.response_representation = Google::Apis::PredictionV1_6::Insert2::Representation
command.response_class = Google::Apis::PredictionV1_6::Insert2
command.params['project'] = project unless project.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# List available models.
# @param [String] project
# The project associated with the model.
# @param [Fixnum] max_results
# Maximum number of results to return.
# @param [String] page_token
# Pagination token.
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::List] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::List]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def list_trained_models(project, max_results: nil, page_token: nil, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:get, '{project}/trainedmodels/list', options)
command.response_representation = Google::Apis::PredictionV1_6::List::Representation
command.response_class = Google::Apis::PredictionV1_6::List
command.params['project'] = project unless project.nil?
command.query['maxResults'] = max_results unless max_results.nil?
command.query['pageToken'] = page_token unless page_token.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Submit model id and request a prediction.
# @param [String] project
# The project associated with the model.
# @param [String] id
# The unique name for the predictive model.
# @param [Google::Apis::PredictionV1_6::Input] input_object
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Output] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Output]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def predict_trained_model(project, id, input_object = nil, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:post, '{project}/trainedmodels/{id}/predict', options)
command.request_representation = Google::Apis::PredictionV1_6::Input::Representation
command.request_object = input_object
command.response_representation = Google::Apis::PredictionV1_6::Output::Representation
command.response_class = Google::Apis::PredictionV1_6::Output
command.params['project'] = project unless project.nil?
command.params['id'] = id unless id.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
# Add new data to a trained model.
# @param [String] project
# The project associated with the model.
# @param [String] id
# The unique name for the predictive model.
# @param [Google::Apis::PredictionV1_6::Update] update_object
# @param [String] fields
# Selector specifying which fields to include in a partial response.
# @param [String] quota_user
# Available to use for quota purposes for server-side applications. Can be any
# arbitrary string assigned to a user, but should not exceed 40 characters.
# Overrides userIp if both are provided.
# @param [String] user_ip
# IP address of the site where the request originates. Use this if you want to
# enforce per-user limits.
# @param [Google::Apis::RequestOptions] options
# Request-specific options
#
# @yield [result, err] Result & error if block supplied
# @yieldparam result [Google::Apis::PredictionV1_6::Insert2] parsed result object
# @yieldparam err [StandardError] error object if request failed
#
# @return [Google::Apis::PredictionV1_6::Insert2]
#
# @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
# @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
# @raise [Google::Apis::AuthorizationError] Authorization is required
def update_trained_model(project, id, update_object = nil, fields: nil, quota_user: nil, user_ip: nil, options: nil, &block)
command = make_simple_command(:put, '{project}/trainedmodels/{id}', options)
command.request_representation = Google::Apis::PredictionV1_6::Update::Representation
command.request_object = update_object
command.response_representation = Google::Apis::PredictionV1_6::Insert2::Representation
command.response_class = Google::Apis::PredictionV1_6::Insert2
command.params['project'] = project unless project.nil?
command.params['id'] = id unless id.nil?
command.query['fields'] = fields unless fields.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
execute_or_queue_command(command, &block)
end
protected
def apply_command_defaults(command)
command.query['key'] = key unless key.nil?
command.query['quotaUser'] = quota_user unless quota_user.nil?
command.query['userIp'] = user_ip unless user_ip.nil?
end
end
end
end
end