├── .gitignore ├── .scalafmt.conf ├── .travis.yml ├── Jenkinsfile ├── LICENSE ├── README.md ├── SUPPORTED_MODELS.MD ├── examples ├── build.sbt ├── project │ └── build.properties └── src │ └── main │ └── scala │ └── Main.scala ├── project ├── build.properties ├── plugins.sbt └── repositories ├── sbt ├── sbt ├── sbt-launch-0.13.15.jar └── sbt-launch-1.1.0.jar ├── spark-2_0 └── src │ ├── main │ └── scala │ │ └── io │ │ └── hydrosphere │ │ └── spark_ml_serving │ │ ├── SparkImplementationImplicits.scala │ │ ├── SpecificLoaderConversions.scala │ │ ├── SpecificTransformerConversions.scala │ │ ├── classification │ │ └── LocalLogisticRegressionModel.scala │ │ └── preprocessors │ │ └── LocalWord2VecModel.scala │ └── test │ └── scala │ └── io │ └── hydrosphere │ └── spark_ml_serving │ └── LocalModelSpec20.scala ├── spark-2_1 └── src │ ├── main │ └── scala │ │ └── io │ │ └── hydrosphere │ │ └── spark_ml_serving │ │ ├── SparkImplementationImplicits.scala │ │ ├── SpecificLoaderConversions.scala │ │ ├── SpecificTransformerConversions.scala │ │ ├── classification │ │ └── LocalLogisticRegressionModel.scala │ │ └── preprocessors │ │ └── LocalWord2VecModel.scala │ └── test │ └── scala │ └── io │ └── hydrosphere │ └── spark_ml_serving │ └── LocalModelSpec21.scala ├── spark-2_2 └── src │ ├── main │ └── scala │ │ ├── io │ │ └── hydrosphere │ │ │ └── spark_ml_serving │ │ │ ├── SparkImplementationImplicits.scala │ │ │ ├── SpecificLoaderConversions.scala │ │ │ ├── SpecificTransformerConversions.scala │ │ │ ├── classification │ │ │ ├── LocalLinearSVCModel.scala │ │ │ └── LocalLogisticRegressionModel.scala │ │ │ └── preprocessors │ │ │ ├── LocalImputerModel.scala │ │ │ └── LocalWord2VecModel.scala │ │ └── org │ │ └── apache │ │ └── spark │ │ └── ml │ │ └── contextless_serving │ │ └── ProxyImputerModel.scala │ └── test │ ├── resources │ └── pyspark_models │ │ ├── py_log_reg │ │ ├── data │ │ │ ├── .part-00000-e82c6dd6-5b89-41d2-86b1-1b710f1c0acb-c000.snappy.parquet.crc │ │ │ ├── _SUCCESS │ │ │ └── part-00000-e82c6dd6-5b89-41d2-86b1-1b710f1c0acb-c000.snappy.parquet │ │ └── metadata │ │ │ ├── .part-00000.crc │ │ │ ├── _SUCCESS │ │ │ └── part-00000 │ │ └── py_rforest_cls │ │ ├── data │ │ ├── .part-00000-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet.crc │ │ ├── .part-00001-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet.crc │ │ ├── .part-00002-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet.crc │ │ ├── .part-00003-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet.crc │ │ ├── _SUCCESS │ │ ├── part-00000-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet │ │ ├── part-00001-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet │ │ ├── part-00002-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet │ │ └── part-00003-fd07e7f1-058c-4093-8f77-2f3beedc223c-c000.snappy.parquet │ │ ├── metadata │ │ ├── .part-00000.crc │ │ ├── _SUCCESS │ │ └── part-00000 │ │ └── treesMetadata │ │ ├── .part-00000-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet.crc │ │ ├── .part-00001-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet.crc │ │ ├── .part-00002-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet.crc │ │ ├── .part-00003-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet.crc │ │ ├── _SUCCESS │ │ ├── part-00000-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet │ │ ├── part-00001-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet │ │ ├── part-00002-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet │ │ └── part-00003-2f07e7f5-1fd8-4b7f-b1a0-23df5d97b9b0-c000.snappy.parquet │ └── scala │ └── io │ └── hydrosphere │ └── spark_ml_serving │ ├── LocalModelSpec22.scala │ └── PythonModelsSpec.scala └── src ├── main └── scala │ └── io │ └── hydrosphere │ └── spark_ml_serving │ ├── CommonLoaderConversions.scala │ ├── CommonTransormerConversions.scala │ ├── DynamicLoaderConverter.scala │ ├── DynamicTransformerConverter.scala │ ├── LocalPipelineModel.scala │ ├── TypedTransformerConverter.scala │ ├── classification │ ├── LocalDecisionTreeClassificationModel.scala │ ├── LocalGBTClassificationModel.scala │ ├── LocalMultilayerPerceptronClassificationModel.scala │ ├── LocalNaiveBayes.scala │ └── LocalRandomForestClassificationModel.scala │ ├── clustering │ ├── LocalGaussianMixtureModel.scala │ ├── LocalKMeansModel.scala │ └── LocalLDAModel.scala │ ├── common │ ├── LocalData.scala │ ├── LocalPredictionModel.scala │ ├── LocalTransformer.scala │ ├── Metadata.scala │ ├── ModelDataReader.scala │ ├── ModelLoader.scala │ ├── ModelSource.scala │ ├── SimpleModelLoader.scala │ ├── TreeModelLoader.scala │ ├── classification │ │ ├── LocalClassificationModel.scala │ │ └── LocalProbabilisticClassificationModel.scala │ ├── reader │ │ ├── SimpleReadSupport.scala │ │ ├── SimpleRecord.scala │ │ ├── SimpleRecordConverter.scala │ │ └── SimpleRecordMaterializer.scala │ └── utils │ │ ├── DataUtils.scala │ │ ├── ParamUtils.scala │ │ ├── PrivateMethodCaller.scala │ │ ├── PrivateMethodExposer.scala │ │ └── PumpedClass.scala │ ├── preprocessors │ ├── LocalBinarizer.scala │ ├── LocalChiSqSelectorModel.scala │ ├── LocalCountVectorizerModel.scala │ ├── LocalDCT.scala │ ├── LocalHashingTF.scala │ ├── LocalIDF.scala │ ├── LocalIndexToString.scala │ ├── LocalMaxAbsScalerModel.scala │ ├── LocalMinMaxScalerModel.scala │ ├── LocalNGram.scala │ ├── LocalNormalizer.scala │ ├── LocalOneHotEncoder.scala │ ├── LocalPCAModel.scala │ ├── LocalPolynomialExpansion.scala │ ├── LocalRegexTokenizer.scala │ ├── LocalStandardScalerModel.scala │ ├── LocalStopWordsRemover.scala │ ├── LocalStringIndexerModel.scala │ ├── LocalTokenizer.scala │ ├── LocalVectorAssembler.scala │ └── LocalVectorIndexerModel.scala │ └── regression │ ├── LocalDecisionTreeRegressionModel.scala │ ├── LocalGBTRegressor.scala │ ├── LocalLinearRegressionModel.scala │ └── LocalRandomForestRegressionModel.scala └── test ├── resources ├── data │ └── mllib │ │ └── 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