/**
* 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;
}
}