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ai.preferred.regression.io.CSVInputData Maven / Gradle / Ivy
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Your preferred data manipulation and analysis language for CSV.
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/*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
package ai.preferred.regression.io;
import com.google.common.collect.Lists;
import org.apache.commons.csv.CSVFormat;
import org.apache.commons.csv.CSVParser;
import org.apache.commons.csv.CSVRecord;
import java.io.Closeable;
import java.io.File;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Iterator;
public class CSVInputData implements Iterable>, AutoCloseable {
private final ArrayList header;
private final boolean parseHeader;
private final File file;
public CSVInputData(File file, boolean parseHeader) throws IOException {
this.file = file;
this.parseHeader = parseHeader;
if (parseHeader) {
header = parseHeader();
} else {
header = null;
}
}
private ArrayList parseHeader() throws IOException {
final CSVParser parser = newParser();
final Iterator iterator = parser.iterator();
if (!iterator.hasNext()) {
throw new IOException("The header record is not found!");
}
CSVRecord headerRecord = iterator.next();
parser.close();
return Lists.newArrayList(headerRecord);
}
public boolean hasHeader() {
return header != null;
}
public ArrayList getHeader() {
if (header == null) {
throw new UnsupportedOperationException("This CSV file has no header!");
}
return new ArrayList<>(header);
}
public ArrayList> getRecords() throws IOException {
final CSVParser parser = newParser();
final Iterator iterator = parser.iterator();
final ArrayList> data = new ArrayList<>();
skipHeaderIfExists(iterator);
while (iterator.hasNext()) {
data.add(Lists.newArrayList(iterator.next()));
}
parser.close();
return data;
}
private void skipHeaderIfExists(Iterator iterator) throws IOException {
if (parseHeader) {
if (!iterator.hasNext()) {
throw new IOException("The header record is not found!");
}
iterator.next();
}
}
@Override
public Iterator> iterator() {
try {
return new Iter();
} catch (IOException e) {
throw new IllegalStateException(e);
}
}
private CSVParser newParser() throws IOException {
return CSVParser.parse(file, StandardCharsets.UTF_8, CSVFormat.EXCEL);
}
@Override
public void close() {
// do nothing
}
private class Iter implements Iterator>, Closeable {
private final CSVParser parser;
private final Iterator innerIter;
Iter() throws IOException {
parser = CSVInputData.this.newParser();
innerIter = parser.iterator();
skipHeaderIfExists(innerIter);
}
@Override
public boolean hasNext() {
final boolean hasNext = innerIter.hasNext();
if (!hasNext) {
try {
parser.close();
} catch (IOException e) {
throw new IllegalStateException(e);
}
}
return hasNext;
}
@Override
public ArrayList next() {
return Lists.newArrayList(innerIter.next());
}
@Override
public void close() throws IOException {
parser.close();
}
@Override
protected void finalize() throws Throwable {
close();
}
}
}
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