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asensio
V2EX  ›  Scala

scala 模型导出问题

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  •   asensio · 2021-01-26 10:35:26 +08:00 · 1390 次点击
    这是一个创建于 1425 天前的主题,其中的信息可能已经有所发展或是发生改变。

    spark ml 导出模型 pmml 文件不成功,下面是 scala 代码

            val pmml = new PMMLBuilder(trainingData.schema, model).build()
            val targetFile = "target/model.pmml"
            val fis: FileOutputStream = new FileOutputStream(targetFile)
            val fout: StreamResult = new StreamResult(fis)
            JAXBUtil.marshalPMML(pmml, fout)
    
    Exception in thread "main" java.lang.IllegalArgumentException: Expected string, integral, double or boolean data type, got vector data type
    	at org.jpmml.sparkml.SparkMLEncoder.createDataField(SparkMLEncoder.java:169)
    	at org.jpmml.sparkml.SparkMLEncoder.getFeatures(SparkMLEncoder.java:76)
    	at org.jpmml.sparkml.feature.VectorIndexerModelConverter.encodeFeatures(VectorIndexerModelConverter.java:52)
    	at org.jpmml.sparkml.FeatureConverter.registerFeatures(FeatureConverter.java:50)
    	at org.jpmml.sparkml.PMMLBuilder.build(PMMLBuilder.java:114)
    
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