package io.skymind.skil.tutorial; import com.beust.jcommander.JCommander; import com.beust.jcommander.Parameter; import com.beust.jcommander.ParameterException; import org.apache.commons.io.FileUtils; import org.datavec.api.transform.TransformProcess; import org.datavec.api.transform.analysis.DataAnalysis; import java.io.File; public class CreateInferenceTransformDescription { @Parameter(names = "--input", description = "Path to data analysis file.") private File dataAnalysis; @Parameter(names = "--output", description = "Path to output transform process JSON.") private String outputPath; public static void main(String...args) throws Exception { new CreateInferenceTransformDescription().entryPoint(args); } private void entryPoint(String... args) throws Exception { JCommander jcmdr = new JCommander(this); try { jcmdr.parse(args); } catch (ParameterException e) { System.out.println(e); jcmdr.usage(); System.exit(1); } DataAnalysis analysis = DataAnalysis.fromJson(FileUtils.readFileToString(dataAnalysis)); TransformProcess tp = IrisData.inferenceTransform(analysis); FileUtils.writeStringToFile(new File(outputPath + File.separator + "iris-inference-transform.json"), tp.toJson()); } }