Package org.integratedmodelling.riskwiz.learning.data.loader.ConverterUtils

Examples of org.integratedmodelling.riskwiz.learning.data.loader.ConverterUtils.DataSource


        read(location, new XRFFLoader());
    }
 
    public void read(String location, Loader lod) throws Exception {
    
        DataSource source = new DataSource(location, lod);
        Instances insts = source.getDataSet();

        if (insts != null) {
            gdata = new GraphDataWEKA(insts);
        }
    
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        try {
            Instances i;

            // read from stdin and print statistics
            if (args.length == 0) {
                DataSource source = new DataSource(System.in);

                i = source.getDataSet();
                System.out.println(i.toSummaryString());
            } // read file and print statistics
            else if ((args.length == 1) && (!args[0].equals("-h"))
                    && (!args[0].equals("help"))) {
                DataSource source = new DataSource(args[0]);

                i = source.getDataSet();
                System.out.println(i.toSummaryString());
            } // read two files, merge them and print result to stdout
            else if ((args.length == 3)
                    && (args[0].toLowerCase().equals("merge"))) {
                DataSource source1 = new DataSource(args[1]);
                DataSource source2 = new DataSource(args[2]);

                i = Instances.mergeInstances(source1.getDataSet(),
                        source2.getDataSet());
                System.out.println(i);
            } // read two files, append them and print result to stdout
            else if ((args.length == 3)
                    && (args[0].toLowerCase().equals("append"))) {
                DataSource source1 = new DataSource(args[1]);
                DataSource source2 = new DataSource(args[2]);

                if (!source1.getStructure().equalHeaders(source2.getStructure())) {
                    throw new Exception(
                            "The two datasets have different headers!");
                }
                Instances structure = source1.getStructure();

                System.out.println(source1.getStructure());
                while (source1.hasMoreElements(structure)) {
                    System.out.println(source1.nextElement(structure));
                }
                structure = source2.getStructure();
                while (source2.hasMoreElements(structure)) {
                    System.out.println(source2.nextElement(structure));
                }
            } // read file and seed value, randomize data and print result to stdout
            else if ((args.length == 3)
                    && (args[0].toLowerCase().equals("randomize"))) {
                DataSource source = new DataSource(args[2]);

                i = source.getDataSet();
                i.randomize(new Random(Integer.parseInt(args[1])));
                System.out.println(i);
            } // wrong parameters
            else {
                System.err.println(
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