/*
* Copyright 2016 IBM Corp.
*
* 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.
*/
module.exports = function(kernelP) {
return (function() {
var Utils = require('../utils.js');
var gKernelP = kernelP;
/**
* @classdesc
* Represents a fitted pipeline.
* @class
* @extends module:eclairjs/ml.Model
* @memberof module:eclairjs/ml
*/
function PipelineModel() {
Utils.handleConstructor(this, arguments, gKernelP);
}
/**
* @returns {Promise.<Void>} A Promise that resolves to nothing.
*/
PipelineModel.prototype.validateParams = function() {
var args = {
target: this,
method: 'validateParams',
args: Utils.wrapArguments(arguments),
returnType: null
};
return Utils.generate(args);
};
/**
* Transforms the input dataset.
* @param {module:eclairjs/sql.Dataset} dataset
* @returns {module:eclairjs/sql.Dataset}
*/
PipelineModel.prototype.transform = function(dataset) {
var Dataset = require('../sql/Dataset.js');
var args = {
target: this,
method: 'transform',
args: Utils.wrapArguments(arguments),
returnType: Dataset
};
return Utils.generate(args);
};
/**
* @param {module:eclairjs/sql/types.StructType} schema
* @returns {module:eclairjs/sql/types.StructType}
*/
PipelineModel.prototype.transformSchema = function(schema) {
var StructType = require('../sql/types/StructType')();
var args = {
target: this,
method: 'transformSchema',
args: Utils.wrapArguments(arguments),
returnType: StructType
};
return Utils.generate(args);
};
/**
* @param {module:eclairjs/ml/param.ParamMap} extra
* @returns {module:eclairjs/ml.PipelineModel}
*/
PipelineModel.prototype.copy = function(extra) {
var StructType = require('../sql/types/StructType')();
var args = {
target: this,
method: 'copy',
args: Utils.wrapArguments(arguments),
returnType: PipelineModel
};
return Utils.generate(args);
};
/**
* @returns {MLWriter}
*/
PipelineModel.prototype.write = function() {
throw "not implemented by ElairJS";
// var args ={
// target: this,
// method: 'write',
// returnType: MLWriter
//
// };
//
// return Utils.generate(args);
};
//
// static methods
//
/**
* @returns {MLReader}
*/
PipelineModel.read = function() {
throw "not implemented by ElairJS";
// var args ={
// target: PipelineModel,
// method: 'read',
// returnType: MLReader
//
// };
//
// return Utils.generate(args);
};
/**
* @param {string} path
* @returns {module:eclairjs/ml.PipelineModel}
*/
PipelineModel.load = function(path) {
var args = {
target: PipelineModel,
method: 'load',
kernelP: gKernelP,
static: true,
args: Utils.wrapArguments(arguments),
returnType: PipelineModel
};
return Utils.generate(args);
};
PipelineModel.moduleLocation = '/ml/PipelineModel';
return PipelineModel;
})();
};