org.apache.mahout.utils.vectors.csv.CSVVectorIterator.java Source code

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Here is the source code for org.apache.mahout.utils.vectors.csv.CSVVectorIterator.java

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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.
 */

package org.apache.mahout.utils.vectors.csv;

import java.io.IOException;
import java.io.Reader;

import com.google.common.collect.AbstractIterator;
import org.apache.commons.csv.CSVParser;
import org.apache.commons.csv.CSVStrategy;
import org.apache.mahout.math.DenseVector;
import org.apache.mahout.math.Vector;

/**
 * Iterates a CSV file and produces {@link org.apache.mahout.math.Vector}.
 * <br/>
 * The Iterator returned throws {@link UnsupportedOperationException} for the {@link java.util.Iterator#remove()}
 * method.
 * <p/>
 * Assumes DenseVector for now, but in the future may have the option of mapping columns to sparse format
 * <p/>
 * The Iterator is not thread-safe.
 */
public class CSVVectorIterator extends AbstractIterator<Vector> {

    private final CSVParser parser;

    public CSVVectorIterator(Reader reader) {
        parser = new CSVParser(reader);
    }

    public CSVVectorIterator(Reader reader, CSVStrategy strategy) {
        parser = new CSVParser(reader, strategy);
    }

    @Override
    protected Vector computeNext() {
        String[] line;
        try {
            line = parser.getLine();
        } catch (IOException e) {
            throw new IllegalStateException(e);
        }
        if (line == null) {
            return endOfData();
        }
        Vector result = new DenseVector(line.length);
        for (int i = 0; i < line.length; i++) {
            result.setQuick(i, Double.parseDouble(line[i]));
        }
        return result;
    }

}