1228 lines
31 KiB
PHP
1228 lines
31 KiB
PHP
<?php
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/*
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* Copyright 2010 Google Inc.
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*
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* Licensed under the Apache License, Version 2.0 (the "License"); you may not
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* use this file except in compliance with the License. You may obtain a copy of
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* the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations under
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* the License.
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*/
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/**
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* Service definition for Prediction (v1.6).
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*
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* <p>
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* Lets you access a cloud hosted machine learning service that makes it easy to
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* build smart apps</p>
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*
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* <p>
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* For more information about this service, see the API
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* <a href="https://developers.google.com/prediction/docs/developer-guide" target="_blank">Documentation</a>
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* </p>
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*
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* @author Google, Inc.
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*/
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class Google_Service_Prediction extends Google_Service
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{
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/** Manage your data and permissions in Google Cloud Storage. */
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const DEVSTORAGE_FULL_CONTROL =
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"https://www.googleapis.com/auth/devstorage.full_control";
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/** View your data in Google Cloud Storage. */
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const DEVSTORAGE_READ_ONLY =
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"https://www.googleapis.com/auth/devstorage.read_only";
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/** Manage your data in Google Cloud Storage. */
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const DEVSTORAGE_READ_WRITE =
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"https://www.googleapis.com/auth/devstorage.read_write";
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/** Manage your data in the Google Prediction API. */
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const PREDICTION =
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"https://www.googleapis.com/auth/prediction";
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public $hostedmodels;
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public $trainedmodels;
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/**
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* Constructs the internal representation of the Prediction service.
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*
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* @param Google_Client $client
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*/
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public function __construct(Google_Client $client)
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{
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parent::__construct($client);
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$this->servicePath = 'prediction/v1.6/projects/';
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$this->version = 'v1.6';
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$this->serviceName = 'prediction';
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$this->hostedmodels = new Google_Service_Prediction_Hostedmodels_Resource(
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$this,
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$this->serviceName,
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'hostedmodels',
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array(
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'methods' => array(
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'predict' => array(
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'path' => '{project}/hostedmodels/{hostedModelName}/predict',
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'httpMethod' => 'POST',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'hostedModelName' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),
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)
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)
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);
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$this->trainedmodels = new Google_Service_Prediction_Trainedmodels_Resource(
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$this,
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$this->serviceName,
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'trainedmodels',
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array(
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'methods' => array(
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'analyze' => array(
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'path' => '{project}/trainedmodels/{id}/analyze',
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'httpMethod' => 'GET',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'id' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),'delete' => array(
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'path' => '{project}/trainedmodels/{id}',
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'httpMethod' => 'DELETE',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'id' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),'get' => array(
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'path' => '{project}/trainedmodels/{id}',
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'httpMethod' => 'GET',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'id' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),'insert' => array(
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'path' => '{project}/trainedmodels',
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'httpMethod' => 'POST',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),'list' => array(
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'path' => '{project}/trainedmodels/list',
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'httpMethod' => 'GET',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'pageToken' => array(
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'location' => 'query',
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'type' => 'string',
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),
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'maxResults' => array(
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'location' => 'query',
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'type' => 'integer',
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),
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),
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),'predict' => array(
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'path' => '{project}/trainedmodels/{id}/predict',
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'httpMethod' => 'POST',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'id' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),'update' => array(
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'path' => '{project}/trainedmodels/{id}',
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'httpMethod' => 'PUT',
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'parameters' => array(
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'project' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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'id' => array(
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'location' => 'path',
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'type' => 'string',
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'required' => true,
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),
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),
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),
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)
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)
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);
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}
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}
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/**
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* The "hostedmodels" collection of methods.
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* Typical usage is:
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* <code>
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* $predictionService = new Google_Service_Prediction(...);
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* $hostedmodels = $predictionService->hostedmodels;
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* </code>
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*/
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class Google_Service_Prediction_Hostedmodels_Resource extends Google_Service_Resource
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{
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/**
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* Submit input and request an output against a hosted model.
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* (hostedmodels.predict)
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*
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* @param string $project The project associated with the model.
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* @param string $hostedModelName The name of a hosted model.
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* @param Google_Input $postBody
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Output
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*/
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public function predict($project, $hostedModelName, Google_Service_Prediction_Input $postBody, $optParams = array())
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{
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$params = array('project' => $project, 'hostedModelName' => $hostedModelName, 'postBody' => $postBody);
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$params = array_merge($params, $optParams);
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return $this->call('predict', array($params), "Google_Service_Prediction_Output");
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}
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}
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/**
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* The "trainedmodels" collection of methods.
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* Typical usage is:
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* <code>
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* $predictionService = new Google_Service_Prediction(...);
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* $trainedmodels = $predictionService->trainedmodels;
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* </code>
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*/
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class Google_Service_Prediction_Trainedmodels_Resource extends Google_Service_Resource
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{
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/**
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* Get analysis of the model and the data the model was trained on.
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* (trainedmodels.analyze)
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*
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* @param string $project The project associated with the model.
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* @param string $id The unique name for the predictive model.
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Analyze
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*/
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public function analyze($project, $id, $optParams = array())
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{
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$params = array('project' => $project, 'id' => $id);
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$params = array_merge($params, $optParams);
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return $this->call('analyze', array($params), "Google_Service_Prediction_Analyze");
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}
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/**
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* Delete a trained model. (trainedmodels.delete)
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*
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* @param string $project The project associated with the model.
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* @param string $id The unique name for the predictive model.
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* @param array $optParams Optional parameters.
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*/
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public function delete($project, $id, $optParams = array())
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{
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$params = array('project' => $project, 'id' => $id);
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$params = array_merge($params, $optParams);
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return $this->call('delete', array($params));
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}
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/**
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* Check training status of your model. (trainedmodels.get)
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*
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* @param string $project The project associated with the model.
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* @param string $id The unique name for the predictive model.
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Insert2
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*/
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public function get($project, $id, $optParams = array())
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{
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$params = array('project' => $project, 'id' => $id);
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$params = array_merge($params, $optParams);
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return $this->call('get', array($params), "Google_Service_Prediction_Insert2");
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}
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/**
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* Train a Prediction API model. (trainedmodels.insert)
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*
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* @param string $project The project associated with the model.
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* @param Google_Insert $postBody
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Insert2
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*/
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public function insert($project, Google_Service_Prediction_Insert $postBody, $optParams = array())
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{
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$params = array('project' => $project, 'postBody' => $postBody);
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$params = array_merge($params, $optParams);
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return $this->call('insert', array($params), "Google_Service_Prediction_Insert2");
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}
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/**
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* List available models. (trainedmodels.listTrainedmodels)
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*
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* @param string $project The project associated with the model.
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* @param array $optParams Optional parameters.
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*
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* @opt_param string pageToken Pagination token.
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* @opt_param string maxResults Maximum number of results to return.
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* @return Google_Service_Prediction_PredictionList
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*/
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public function listTrainedmodels($project, $optParams = array())
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{
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$params = array('project' => $project);
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$params = array_merge($params, $optParams);
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return $this->call('list', array($params), "Google_Service_Prediction_PredictionList");
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}
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/**
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* Submit model id and request a prediction. (trainedmodels.predict)
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*
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* @param string $project The project associated with the model.
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* @param string $id The unique name for the predictive model.
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* @param Google_Input $postBody
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Output
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*/
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public function predict($project, $id, Google_Service_Prediction_Input $postBody, $optParams = array())
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{
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$params = array('project' => $project, 'id' => $id, 'postBody' => $postBody);
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$params = array_merge($params, $optParams);
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return $this->call('predict', array($params), "Google_Service_Prediction_Output");
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}
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/**
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* Add new data to a trained model. (trainedmodels.update)
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*
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* @param string $project The project associated with the model.
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* @param string $id The unique name for the predictive model.
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* @param Google_Update $postBody
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* @param array $optParams Optional parameters.
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* @return Google_Service_Prediction_Insert2
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*/
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public function update($project, $id, Google_Service_Prediction_Update $postBody, $optParams = array())
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{
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$params = array('project' => $project, 'id' => $id, 'postBody' => $postBody);
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$params = array_merge($params, $optParams);
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return $this->call('update', array($params), "Google_Service_Prediction_Insert2");
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}
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}
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class Google_Service_Prediction_Analyze extends Google_Collection
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{
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protected $collection_key = 'errors';
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protected $internal_gapi_mappings = array(
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);
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protected $dataDescriptionType = 'Google_Service_Prediction_AnalyzeDataDescription';
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protected $dataDescriptionDataType = '';
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public $errors;
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public $id;
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public $kind;
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protected $modelDescriptionType = 'Google_Service_Prediction_AnalyzeModelDescription';
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protected $modelDescriptionDataType = '';
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public $selfLink;
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public function setDataDescription(Google_Service_Prediction_AnalyzeDataDescription $dataDescription)
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{
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$this->dataDescription = $dataDescription;
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}
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public function getDataDescription()
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{
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return $this->dataDescription;
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}
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public function setErrors($errors)
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{
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$this->errors = $errors;
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}
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public function getErrors()
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{
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return $this->errors;
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}
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public function setId($id)
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{
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$this->id = $id;
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}
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public function getId()
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{
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return $this->id;
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}
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public function setKind($kind)
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{
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$this->kind = $kind;
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}
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public function getKind()
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{
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return $this->kind;
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}
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public function setModelDescription(Google_Service_Prediction_AnalyzeModelDescription $modelDescription)
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{
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$this->modelDescription = $modelDescription;
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}
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public function getModelDescription()
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{
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return $this->modelDescription;
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}
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public function setSelfLink($selfLink)
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{
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$this->selfLink = $selfLink;
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}
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public function getSelfLink()
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{
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return $this->selfLink;
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}
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}
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class Google_Service_Prediction_AnalyzeDataDescription extends Google_Collection
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{
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protected $collection_key = 'features';
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protected $internal_gapi_mappings = array(
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);
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protected $featuresType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeatures';
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protected $featuresDataType = 'array';
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protected $outputFeatureType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature';
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protected $outputFeatureDataType = '';
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public function setFeatures($features)
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{
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$this->features = $features;
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}
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public function getFeatures()
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{
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return $this->features;
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}
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public function setOutputFeature(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature $outputFeature)
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{
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$this->outputFeature = $outputFeature;
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}
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public function getOutputFeature()
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{
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return $this->outputFeature;
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}
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}
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class Google_Service_Prediction_AnalyzeDataDescriptionFeatures extends Google_Model
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{
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protected $internal_gapi_mappings = array(
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);
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protected $categoricalType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical';
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protected $categoricalDataType = '';
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public $index;
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protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric';
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protected $numericDataType = '';
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protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText';
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protected $textDataType = '';
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|
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public function setCategorical(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical $categorical)
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{
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$this->categorical = $categorical;
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}
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public function getCategorical()
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{
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return $this->categorical;
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}
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public function setIndex($index)
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{
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$this->index = $index;
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}
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public function getIndex()
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{
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return $this->index;
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}
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public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric $numeric)
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{
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$this->numeric = $numeric;
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}
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public function getNumeric()
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{
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return $this->numeric;
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}
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|
public function setText(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText $text)
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|
{
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$this->text = $text;
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}
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public function getText()
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{
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return $this->text;
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}
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}
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|
|
|
class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical extends Google_Collection
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|
{
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|
protected $collection_key = 'values';
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|
protected $internal_gapi_mappings = array(
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);
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public $count;
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|
protected $valuesType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues';
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|
protected $valuesDataType = 'array';
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|
|
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public function setCount($count)
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{
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$this->count = $count;
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}
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|
public function getCount()
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|
{
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return $this->count;
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}
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|
public function setValues($values)
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|
{
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$this->values = $values;
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}
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public function getValues()
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|
{
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return $this->values;
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}
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}
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|
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class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues extends Google_Model
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|
{
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protected $internal_gapi_mappings = array(
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);
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|
public $count;
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public $value;
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|
|
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public function setCount($count)
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|
{
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$this->count = $count;
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}
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|
public function getCount()
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|
{
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return $this->count;
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}
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|
public function setValue($value)
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|
{
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$this->value = $value;
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}
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|
public function getValue()
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|
{
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return $this->value;
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}
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}
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|
class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric extends Google_Model
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|
{
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|
protected $internal_gapi_mappings = array(
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);
|
|
public $count;
|
|
public $mean;
|
|
public $variance;
|
|
|
|
|
|
public function setCount($count)
|
|
{
|
|
$this->count = $count;
|
|
}
|
|
public function getCount()
|
|
{
|
|
return $this->count;
|
|
}
|
|
public function setMean($mean)
|
|
{
|
|
$this->mean = $mean;
|
|
}
|
|
public function getMean()
|
|
{
|
|
return $this->mean;
|
|
}
|
|
public function setVariance($variance)
|
|
{
|
|
$this->variance = $variance;
|
|
}
|
|
public function getVariance()
|
|
{
|
|
return $this->variance;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $count;
|
|
|
|
|
|
public function setCount($count)
|
|
{
|
|
$this->count = $count;
|
|
}
|
|
public function getCount()
|
|
{
|
|
return $this->count;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature extends Google_Collection
|
|
{
|
|
protected $collection_key = 'text';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric';
|
|
protected $numericDataType = '';
|
|
protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText';
|
|
protected $textDataType = 'array';
|
|
|
|
|
|
public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric $numeric)
|
|
{
|
|
$this->numeric = $numeric;
|
|
}
|
|
public function getNumeric()
|
|
{
|
|
return $this->numeric;
|
|
}
|
|
public function setText($text)
|
|
{
|
|
$this->text = $text;
|
|
}
|
|
public function getText()
|
|
{
|
|
return $this->text;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $count;
|
|
public $mean;
|
|
public $variance;
|
|
|
|
|
|
public function setCount($count)
|
|
{
|
|
$this->count = $count;
|
|
}
|
|
public function getCount()
|
|
{
|
|
return $this->count;
|
|
}
|
|
public function setMean($mean)
|
|
{
|
|
$this->mean = $mean;
|
|
}
|
|
public function getMean()
|
|
{
|
|
return $this->mean;
|
|
}
|
|
public function setVariance($variance)
|
|
{
|
|
$this->variance = $variance;
|
|
}
|
|
public function getVariance()
|
|
{
|
|
return $this->variance;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $count;
|
|
public $value;
|
|
|
|
|
|
public function setCount($count)
|
|
{
|
|
$this->count = $count;
|
|
}
|
|
public function getCount()
|
|
{
|
|
return $this->count;
|
|
}
|
|
public function setValue($value)
|
|
{
|
|
$this->value = $value;
|
|
}
|
|
public function getValue()
|
|
{
|
|
return $this->value;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeErrors extends Google_Model
|
|
{
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeModelDescription extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $confusionMatrix;
|
|
public $confusionMatrixRowTotals;
|
|
protected $modelinfoType = 'Google_Service_Prediction_Insert2';
|
|
protected $modelinfoDataType = '';
|
|
|
|
|
|
public function setConfusionMatrix($confusionMatrix)
|
|
{
|
|
$this->confusionMatrix = $confusionMatrix;
|
|
}
|
|
public function getConfusionMatrix()
|
|
{
|
|
return $this->confusionMatrix;
|
|
}
|
|
public function setConfusionMatrixRowTotals($confusionMatrixRowTotals)
|
|
{
|
|
$this->confusionMatrixRowTotals = $confusionMatrixRowTotals;
|
|
}
|
|
public function getConfusionMatrixRowTotals()
|
|
{
|
|
return $this->confusionMatrixRowTotals;
|
|
}
|
|
public function setModelinfo(Google_Service_Prediction_Insert2 $modelinfo)
|
|
{
|
|
$this->modelinfo = $modelinfo;
|
|
}
|
|
public function getModelinfo()
|
|
{
|
|
return $this->modelinfo;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrix extends Google_Model
|
|
{
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixElement extends Google_Model
|
|
{
|
|
}
|
|
|
|
class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixRowTotals extends Google_Model
|
|
{
|
|
}
|
|
|
|
class Google_Service_Prediction_Input extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
protected $inputType = 'Google_Service_Prediction_InputInput';
|
|
protected $inputDataType = '';
|
|
|
|
|
|
public function setInput(Google_Service_Prediction_InputInput $input)
|
|
{
|
|
$this->input = $input;
|
|
}
|
|
public function getInput()
|
|
{
|
|
return $this->input;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_InputInput extends Google_Collection
|
|
{
|
|
protected $collection_key = 'csvInstance';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $csvInstance;
|
|
|
|
|
|
public function setCsvInstance($csvInstance)
|
|
{
|
|
$this->csvInstance = $csvInstance;
|
|
}
|
|
public function getCsvInstance()
|
|
{
|
|
return $this->csvInstance;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_Insert extends Google_Collection
|
|
{
|
|
protected $collection_key = 'utility';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $id;
|
|
public $modelType;
|
|
public $sourceModel;
|
|
public $storageDataLocation;
|
|
public $storagePMMLLocation;
|
|
public $storagePMMLModelLocation;
|
|
protected $trainingInstancesType = 'Google_Service_Prediction_InsertTrainingInstances';
|
|
protected $trainingInstancesDataType = 'array';
|
|
public $utility;
|
|
|
|
|
|
public function setId($id)
|
|
{
|
|
$this->id = $id;
|
|
}
|
|
public function getId()
|
|
{
|
|
return $this->id;
|
|
}
|
|
public function setModelType($modelType)
|
|
{
|
|
$this->modelType = $modelType;
|
|
}
|
|
public function getModelType()
|
|
{
|
|
return $this->modelType;
|
|
}
|
|
public function setSourceModel($sourceModel)
|
|
{
|
|
$this->sourceModel = $sourceModel;
|
|
}
|
|
public function getSourceModel()
|
|
{
|
|
return $this->sourceModel;
|
|
}
|
|
public function setStorageDataLocation($storageDataLocation)
|
|
{
|
|
$this->storageDataLocation = $storageDataLocation;
|
|
}
|
|
public function getStorageDataLocation()
|
|
{
|
|
return $this->storageDataLocation;
|
|
}
|
|
public function setStoragePMMLLocation($storagePMMLLocation)
|
|
{
|
|
$this->storagePMMLLocation = $storagePMMLLocation;
|
|
}
|
|
public function getStoragePMMLLocation()
|
|
{
|
|
return $this->storagePMMLLocation;
|
|
}
|
|
public function setStoragePMMLModelLocation($storagePMMLModelLocation)
|
|
{
|
|
$this->storagePMMLModelLocation = $storagePMMLModelLocation;
|
|
}
|
|
public function getStoragePMMLModelLocation()
|
|
{
|
|
return $this->storagePMMLModelLocation;
|
|
}
|
|
public function setTrainingInstances($trainingInstances)
|
|
{
|
|
$this->trainingInstances = $trainingInstances;
|
|
}
|
|
public function getTrainingInstances()
|
|
{
|
|
return $this->trainingInstances;
|
|
}
|
|
public function setUtility($utility)
|
|
{
|
|
$this->utility = $utility;
|
|
}
|
|
public function getUtility()
|
|
{
|
|
return $this->utility;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_Insert2 extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $created;
|
|
public $id;
|
|
public $kind;
|
|
protected $modelInfoType = 'Google_Service_Prediction_Insert2ModelInfo';
|
|
protected $modelInfoDataType = '';
|
|
public $modelType;
|
|
public $selfLink;
|
|
public $storageDataLocation;
|
|
public $storagePMMLLocation;
|
|
public $storagePMMLModelLocation;
|
|
public $trainingComplete;
|
|
public $trainingStatus;
|
|
|
|
|
|
public function setCreated($created)
|
|
{
|
|
$this->created = $created;
|
|
}
|
|
public function getCreated()
|
|
{
|
|
return $this->created;
|
|
}
|
|
public function setId($id)
|
|
{
|
|
$this->id = $id;
|
|
}
|
|
public function getId()
|
|
{
|
|
return $this->id;
|
|
}
|
|
public function setKind($kind)
|
|
{
|
|
$this->kind = $kind;
|
|
}
|
|
public function getKind()
|
|
{
|
|
return $this->kind;
|
|
}
|
|
public function setModelInfo(Google_Service_Prediction_Insert2ModelInfo $modelInfo)
|
|
{
|
|
$this->modelInfo = $modelInfo;
|
|
}
|
|
public function getModelInfo()
|
|
{
|
|
return $this->modelInfo;
|
|
}
|
|
public function setModelType($modelType)
|
|
{
|
|
$this->modelType = $modelType;
|
|
}
|
|
public function getModelType()
|
|
{
|
|
return $this->modelType;
|
|
}
|
|
public function setSelfLink($selfLink)
|
|
{
|
|
$this->selfLink = $selfLink;
|
|
}
|
|
public function getSelfLink()
|
|
{
|
|
return $this->selfLink;
|
|
}
|
|
public function setStorageDataLocation($storageDataLocation)
|
|
{
|
|
$this->storageDataLocation = $storageDataLocation;
|
|
}
|
|
public function getStorageDataLocation()
|
|
{
|
|
return $this->storageDataLocation;
|
|
}
|
|
public function setStoragePMMLLocation($storagePMMLLocation)
|
|
{
|
|
$this->storagePMMLLocation = $storagePMMLLocation;
|
|
}
|
|
public function getStoragePMMLLocation()
|
|
{
|
|
return $this->storagePMMLLocation;
|
|
}
|
|
public function setStoragePMMLModelLocation($storagePMMLModelLocation)
|
|
{
|
|
$this->storagePMMLModelLocation = $storagePMMLModelLocation;
|
|
}
|
|
public function getStoragePMMLModelLocation()
|
|
{
|
|
return $this->storagePMMLModelLocation;
|
|
}
|
|
public function setTrainingComplete($trainingComplete)
|
|
{
|
|
$this->trainingComplete = $trainingComplete;
|
|
}
|
|
public function getTrainingComplete()
|
|
{
|
|
return $this->trainingComplete;
|
|
}
|
|
public function setTrainingStatus($trainingStatus)
|
|
{
|
|
$this->trainingStatus = $trainingStatus;
|
|
}
|
|
public function getTrainingStatus()
|
|
{
|
|
return $this->trainingStatus;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_Insert2ModelInfo extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $classWeightedAccuracy;
|
|
public $classificationAccuracy;
|
|
public $meanSquaredError;
|
|
public $modelType;
|
|
public $numberInstances;
|
|
public $numberLabels;
|
|
|
|
|
|
public function setClassWeightedAccuracy($classWeightedAccuracy)
|
|
{
|
|
$this->classWeightedAccuracy = $classWeightedAccuracy;
|
|
}
|
|
public function getClassWeightedAccuracy()
|
|
{
|
|
return $this->classWeightedAccuracy;
|
|
}
|
|
public function setClassificationAccuracy($classificationAccuracy)
|
|
{
|
|
$this->classificationAccuracy = $classificationAccuracy;
|
|
}
|
|
public function getClassificationAccuracy()
|
|
{
|
|
return $this->classificationAccuracy;
|
|
}
|
|
public function setMeanSquaredError($meanSquaredError)
|
|
{
|
|
$this->meanSquaredError = $meanSquaredError;
|
|
}
|
|
public function getMeanSquaredError()
|
|
{
|
|
return $this->meanSquaredError;
|
|
}
|
|
public function setModelType($modelType)
|
|
{
|
|
$this->modelType = $modelType;
|
|
}
|
|
public function getModelType()
|
|
{
|
|
return $this->modelType;
|
|
}
|
|
public function setNumberInstances($numberInstances)
|
|
{
|
|
$this->numberInstances = $numberInstances;
|
|
}
|
|
public function getNumberInstances()
|
|
{
|
|
return $this->numberInstances;
|
|
}
|
|
public function setNumberLabels($numberLabels)
|
|
{
|
|
$this->numberLabels = $numberLabels;
|
|
}
|
|
public function getNumberLabels()
|
|
{
|
|
return $this->numberLabels;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_InsertTrainingInstances extends Google_Collection
|
|
{
|
|
protected $collection_key = 'csvInstance';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $csvInstance;
|
|
public $output;
|
|
|
|
|
|
public function setCsvInstance($csvInstance)
|
|
{
|
|
$this->csvInstance = $csvInstance;
|
|
}
|
|
public function getCsvInstance()
|
|
{
|
|
return $this->csvInstance;
|
|
}
|
|
public function setOutput($output)
|
|
{
|
|
$this->output = $output;
|
|
}
|
|
public function getOutput()
|
|
{
|
|
return $this->output;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_InsertUtility extends Google_Model
|
|
{
|
|
}
|
|
|
|
class Google_Service_Prediction_Output extends Google_Collection
|
|
{
|
|
protected $collection_key = 'outputMulti';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $id;
|
|
public $kind;
|
|
public $outputLabel;
|
|
protected $outputMultiType = 'Google_Service_Prediction_OutputOutputMulti';
|
|
protected $outputMultiDataType = 'array';
|
|
public $outputValue;
|
|
public $selfLink;
|
|
|
|
|
|
public function setId($id)
|
|
{
|
|
$this->id = $id;
|
|
}
|
|
public function getId()
|
|
{
|
|
return $this->id;
|
|
}
|
|
public function setKind($kind)
|
|
{
|
|
$this->kind = $kind;
|
|
}
|
|
public function getKind()
|
|
{
|
|
return $this->kind;
|
|
}
|
|
public function setOutputLabel($outputLabel)
|
|
{
|
|
$this->outputLabel = $outputLabel;
|
|
}
|
|
public function getOutputLabel()
|
|
{
|
|
return $this->outputLabel;
|
|
}
|
|
public function setOutputMulti($outputMulti)
|
|
{
|
|
$this->outputMulti = $outputMulti;
|
|
}
|
|
public function getOutputMulti()
|
|
{
|
|
return $this->outputMulti;
|
|
}
|
|
public function setOutputValue($outputValue)
|
|
{
|
|
$this->outputValue = $outputValue;
|
|
}
|
|
public function getOutputValue()
|
|
{
|
|
return $this->outputValue;
|
|
}
|
|
public function setSelfLink($selfLink)
|
|
{
|
|
$this->selfLink = $selfLink;
|
|
}
|
|
public function getSelfLink()
|
|
{
|
|
return $this->selfLink;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_OutputOutputMulti extends Google_Model
|
|
{
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $label;
|
|
public $score;
|
|
|
|
|
|
public function setLabel($label)
|
|
{
|
|
$this->label = $label;
|
|
}
|
|
public function getLabel()
|
|
{
|
|
return $this->label;
|
|
}
|
|
public function setScore($score)
|
|
{
|
|
$this->score = $score;
|
|
}
|
|
public function getScore()
|
|
{
|
|
return $this->score;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_PredictionList extends Google_Collection
|
|
{
|
|
protected $collection_key = 'items';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
protected $itemsType = 'Google_Service_Prediction_Insert2';
|
|
protected $itemsDataType = 'array';
|
|
public $kind;
|
|
public $nextPageToken;
|
|
public $selfLink;
|
|
|
|
|
|
public function setItems($items)
|
|
{
|
|
$this->items = $items;
|
|
}
|
|
public function getItems()
|
|
{
|
|
return $this->items;
|
|
}
|
|
public function setKind($kind)
|
|
{
|
|
$this->kind = $kind;
|
|
}
|
|
public function getKind()
|
|
{
|
|
return $this->kind;
|
|
}
|
|
public function setNextPageToken($nextPageToken)
|
|
{
|
|
$this->nextPageToken = $nextPageToken;
|
|
}
|
|
public function getNextPageToken()
|
|
{
|
|
return $this->nextPageToken;
|
|
}
|
|
public function setSelfLink($selfLink)
|
|
{
|
|
$this->selfLink = $selfLink;
|
|
}
|
|
public function getSelfLink()
|
|
{
|
|
return $this->selfLink;
|
|
}
|
|
}
|
|
|
|
class Google_Service_Prediction_Update extends Google_Collection
|
|
{
|
|
protected $collection_key = 'csvInstance';
|
|
protected $internal_gapi_mappings = array(
|
|
);
|
|
public $csvInstance;
|
|
public $output;
|
|
|
|
|
|
public function setCsvInstance($csvInstance)
|
|
{
|
|
$this->csvInstance = $csvInstance;
|
|
}
|
|
public function getCsvInstance()
|
|
{
|
|
return $this->csvInstance;
|
|
}
|
|
public function setOutput($output)
|
|
{
|
|
$this->output = $output;
|
|
}
|
|
public function getOutput()
|
|
{
|
|
return $this->output;
|
|
}
|
|
}
|