text: /**
   * Copyright 2015 Google Inc. All Rights Reserved.
   *
   * 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.
   */
  
  /* jshint maxlen: false */
  
  'use strict';
  
  var createAPIRequest = require('../../lib/apirequest');
  
  /**
   * Prediction API
   *
   * @classdesc Lets you access a cloud hosted machine learning service that makes it easy to build smart apps
   * @namespace prediction
   * @version  v1.2
   * @variation v1.2
   * @this Prediction
   * @param {object=} options Options for Prediction
   */
  function Prediction(options) {
  
    var self = this;
    this._options = options || {};
  
    /**
     * prediction.predict
     *
     * @desc Submit data and request a prediction
     *
     * @alias prediction.predict
     * @memberOf! prediction(v1.2)
     *
     * @param  {object} params - Parameters for request
     * @param  {string} params.data - mybucket%2Fmydata resource in Google Storage
     * @param  {object} params.resource - Request body data
     * @param  {callback} callback - The callback that handles the response.
     * @return {object} Request object
     */
    this.predict = function(params, callback) {
      var parameters = {
        options: {
          url: 'https://www.googleapis.com/prediction/v1.2/training/{data}/predict',
          method: 'POST'
        },
        params: params,
        requiredParams: ['data'],
        pathParams: ['data'],
        context: self
      };
  
      return createAPIRequest(parameters, callback);
    };
  
    this.hostedmodels = {
  
      /**
       * prediction.hostedmodels.predict
       *
       * @desc Submit input and request an output against a hosted model
       *
       * @alias prediction.hostedmodels.predict
       * @memberOf! prediction(v1.2)
       *
       * @param  {object} params - Parameters for request
       * @param  {string} params.hostedModelName - The name of a hosted model
       * @param  {object} params.resource - Request body data
       * @param  {callback} callback - The callback that handles the response.
       * @return {object} Request object
       */
      predict: function(params, callback) {
        var parameters = {
          options: {
            url: 'https://www.googleapis.com/prediction/v1.2/hostedmodels/{hostedModelName}/predict',
            method: 'POST'
          },
          params: params,
          requiredParams: ['hostedModelName'],
          pathParams: ['hostedModelName'],
          context: self
        };
  
        return createAPIRequest(parameters, callback);
      }
  
    };
  
    this.training = {
  
      /**
       * prediction.training.delete
       *
       * @desc Delete a trained model
       *
       * @alias prediction.training.delete
       * @memberOf! prediction(v1.2)
       *
       * @param  {object} params - Parameters for request
       * @param  {string} params.data - mybucket/mydata resource in Google Storage
       * @param  {callback} callback - The callback that handles the response.
       * @return {object} Request object
       */
      delete: function(params, callback) {
        var parameters = {
          options: {
            url: 'https://www.googleapis.com/prediction/v1.2/training/{data}',
            method: 'DELETE'
          },
          params: params,
          requiredParams: ['data'],
          pathParams: ['data'],
          context: self
        };
  
        return createAPIRequest(parameters, callback);
      },
  
      /**
       * prediction.training.get
       *
       * @desc Check training status of your model
       *
       * @alias prediction.training.get
       * @memberOf! prediction(v1.2)
       *
       * @param  {object} params - Parameters for request
       * @param  {string} params.data - mybucket/mydata resource in Google Storage
       * @param  {callback} callback - The callback that handles the response.
       * @return {object} Request object
       */
      get: function(params, callback) {
        var parameters = {
          options: {
            url: 'https://www.googleapis.com/prediction/v1.2/training/{data}',
            method: 'GET'
          },
          params: params,
          requiredParams: ['data'],
          pathParams: ['data'],
          context: self
        };
  
        return createAPIRequest(parameters, callback);
      },
  
      /**
       * prediction.training.insert
       *
       * @desc Begin training your model
       *
       * @alias prediction.training.insert
       * @memberOf! prediction(v1.2)
       *
       * @param  {object} params - Parameters for request
       * @param  {string=} params.data - mybucket/mydata resource in Google Storage
       * @param  {object} params.resource - Request body data
       * @param  {callback} callback - The callback that handles the response.
       * @return {object} Request object
       */
      insert: function(params, callback) {
        var parameters = {
          options: {
            url: 'https://www.googleapis.com/prediction/v1.2/training',
            method: 'POST'
          },
          params: params,
          requiredParams: [],
          pathParams: [],
          context: self
        };
  
        return createAPIRequest(parameters, callback);
      },
  
      /**
       * prediction.training.update
       *
       * @desc Add new data to a trained model
       *
       * @alias prediction.training.update
       * @memberOf! prediction(v1.2)
       *
       * @param  {object} params - Parameters for request
       * @param  {string} params.data - mybucket/mydata resource in Google Storage
       * @param  {object} params.resource - Request body data
       * @param  {callback} callback - The callback that handles the response.
       * @return {object} Request object
       */
      update: function(params, callback) {
        var parameters = {
          options: {
            url: 'https://www.googleapis.com/prediction/v1.2/training/{data}',
            method: 'PUT'
          },
          params: params,
          requiredParams: ['data'],
          pathParams: ['data'],
          context: self
        };
  
        return createAPIRequest(parameters, callback);
      }
  
    };
  }
  
  /**
   * Exports Prediction object
   * @type Prediction
   */
  module.exports = Prediction;