I did some data processing using Flink (1.7.1 with Hadoop). At the end I'd like to write the dataset consisting of 2-tuples into a file. Currently, I am doing it like this:
<Tuple2<Integer, Point>> pointsClustered = points.getClusteredPoints(...);
pointsClustered.writeAsCsv(params.get("output"), "\n", ",");
However, I would like to have the CSV headers written into the first line. The Flink's Javadoc API doesn't state any options for this. Furthermore, I couldn't find any solution googling for it.
Could you kindly advise on how to accomplish that. Thanks a lot!
Flink's own CsvOutputFormat
does not support this functionality. What you could do is to extend the CsvOutputFormat
and override the open
method which writes the header when the format is opened. Then you would use DataSet#output
to specify the newly created output format:
public static void main(String[] args) throws Exception {
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSource<Integer> input = env.fromElements(1, 2, 3);
DataSet<Tuple3<Integer, String, Double>> result = input.map((MapFunction<Integer, Tuple3<Integer, String, Double>>) integer -> Tuple3.of(integer, integer.toString(), 42.0));
Path outputPath = new Path("hdfs:///foobar");
result.output(new MyCsvOutputFormat(outputPath));
env.execute();
}
private static class MyCsvOutputFormat<T extends Tuple> extends CsvOutputFormat<T> {
public MyCsvOutputFormat(Path outputPath) {
super(outputPath);
}
@Override
public void open(int taskNumber, int numTasks) throws IOException {
try (PrintWriter wrt = new PrintWriter(stream)) {
wrt.println("Foo|bar|foobar");
}
super.open(taskNumber, numTasks);
}
}