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new helper object to serialize the models to pmml format
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mllib/src/main/scala/org/apache/spark/mllib/export/ModelExporter.scala
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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. | ||
*/ | ||
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package org.apache.spark.mllib.export | ||
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import java.io.File | ||
import javax.xml.transform.stream.StreamResult | ||
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import org.jpmml.model.JAXBUtil | ||
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import org.apache.spark.mllib.export.pmml.PMMLModelExport | ||
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object ModelExporter { | ||
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/** | ||
* 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) | ||
} | ||
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/** | ||
* 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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} |