Created
April 15, 2021 19:22
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package de.robertmetzger; | |
import org.apache.flink.api.common.serialization.Encoder; | |
import org.apache.flink.api.java.tuple.Tuple2; | |
import org.apache.flink.core.fs.Path; | |
import org.apache.flink.core.io.SimpleVersionedSerializer; | |
import org.apache.flink.streaming.api.datastream.DataStream; | |
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; | |
import org.apache.flink.streaming.api.functions.sink.filesystem.BucketAssigner; | |
import org.apache.flink.streaming.api.functions.sink.filesystem.StreamingFileSink; | |
import org.apache.flink.streaming.api.functions.sink.filesystem.bucketassigners.SimpleVersionedStringSerializer; | |
import org.apache.flink.streaming.api.functions.sink.filesystem.rollingpolicies.DefaultRollingPolicy; | |
import org.apache.flink.streaming.api.functions.source.SourceFunction; | |
import java.io.IOException; | |
import java.io.OutputStream; | |
import java.util.Random; | |
import java.util.concurrent.TimeUnit; | |
public class MLService2 { | |
public static void main(String[] args) throws Exception { | |
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | |
DataStream<Tuple2<String, String>> stream = | |
env.addSource( | |
new SourceFunction<Tuple2<String, String>>() { | |
private boolean running = true; | |
@Override | |
public void run(SourceContext<Tuple2<String, String>> ctx) | |
throws Exception { | |
Random rng = new Random(); | |
while (running) { | |
Thread.sleep(500); | |
ctx.collect( | |
Tuple2.of(Integer.toString(rng.nextInt(10)), "hello")); | |
} | |
} | |
@Override | |
public void cancel() { | |
running = false; | |
} | |
}); | |
final StreamingFileSink<Tuple2<String, String>> sink = | |
StreamingFileSink.forRowFormat( | |
new Path("file:///tmp/flink/out"), new TupleEncoder()) | |
.withBucketAssigner(new KeyBucketAssigner()) | |
.withRollingPolicy( | |
DefaultRollingPolicy.builder() | |
.withRolloverInterval(TimeUnit.MINUTES.toMillis(15)) | |
.withInactivityInterval(TimeUnit.MINUTES.toMillis(5)) | |
.withMaxPartSize(1024 * 1024 * 1024) | |
.build()) | |
.build(); | |
stream.keyBy(0).addSink(sink); | |
env.execute("yolo"); | |
} | |
private static class TupleEncoder implements Encoder<Tuple2<String, String>> { | |
@Override | |
public void encode(Tuple2<String, String> stringStringTuple2, OutputStream outputStream) | |
throws IOException { | |
outputStream.write(stringStringTuple2.toString().getBytes()); | |
} | |
} | |
private static class KeyBucketAssigner | |
implements BucketAssigner<Tuple2<String, String>, String> { | |
@Override | |
public String getBucketId(Tuple2<String, String> stringStringTuple2, Context context) { | |
return stringStringTuple2.f0; | |
} | |
@Override | |
public SimpleVersionedSerializer<String> getSerializer() { | |
return SimpleVersionedStringSerializer.INSTANCE; | |
} | |
} | |
} |
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