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new helper object to serialize the models to pmml format
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selvinsource committed Nov 5, 2014
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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You 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.
*/

package org.apache.spark.mllib.export

import java.io.File
import javax.xml.transform.stream.StreamResult

import org.jpmml.model.JAXBUtil

import org.apache.spark.mllib.export.pmml.PMMLModelExport

object ModelExporter {

/**
* Export the input model to the stream result in PMML format
*/
def toPMML(inputModel: Any, streamResult: StreamResult): Unit = {
val modelExport = ModelExportFactory.createModelExport(inputModel, ModelExportType.PMML)
val pmml = modelExport.asInstanceOf[PMMLModelExport].getPmml()
JAXBUtil.marshalPMML(pmml, streamResult)
}

/**
* Export the input model to a local path in PMML format
*/
def toPMML(inputModel: Any, localPath: String): Unit = {
toPMML(inputModel, new StreamResult(new File(localPath)))
}

}

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