Created
August 22, 2019 11:55
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Flink job showing how to create a Flink source from a websocket connection.
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package com.kpn.datalab.mab; | |
import com.fasterxml.jackson.databind.ObjectMapper; | |
import lombok.extern.slf4j.Slf4j; | |
import org.apache.flink.api.common.functions.RichMapFunction; | |
import org.apache.flink.api.common.restartstrategy.RestartStrategies; | |
import org.apache.flink.api.java.utils.ParameterTool; | |
import org.apache.flink.configuration.Configuration; | |
import org.apache.flink.streaming.api.datastream.DataStreamSource; | |
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; | |
import org.apache.flink.streaming.api.functions.source.RichSourceFunction; | |
import org.asynchttpclient.AsyncHttpClient; | |
import org.asynchttpclient.BoundRequestBuilder; | |
import org.asynchttpclient.Dsl; | |
import org.asynchttpclient.ws.WebSocket; | |
import org.asynchttpclient.ws.WebSocketListener; | |
import org.asynchttpclient.ws.WebSocketUpgradeHandler; | |
import javax.xml.bind.DatatypeConverter; | |
import java.io.IOException; | |
import java.security.MessageDigest; | |
import java.security.NoSuchAlgorithmException; | |
import java.util.Map; | |
import java.util.concurrent.ArrayBlockingQueue; | |
import java.util.concurrent.BlockingQueue; | |
@Slf4j | |
public class Main { | |
public static final int CHECKPOINTING_INTERVAL_MS = 5000; | |
private static final String JOB_NAME = "Flink Streaming Java API Skeleton"; | |
/** | |
* Main Flink job. | |
* | |
* @param args | |
* @throws Exception | |
*/ | |
public static void main(String[] args) throws Exception { | |
// set up the streaming execution environment | |
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | |
final ObjectMapper objectMapper = new ObjectMapper(); | |
env.setParallelism(4); | |
ParameterTool paramTool = ParameterTool.fromArgs(args); | |
env.getConfig().setGlobalJobParameters(paramTool); | |
DataStreamSource<String> mySocketStream = env.addSource(new MyWebSocketSourceFunc()); | |
mySocketStream.map(new MapIt()).print(); | |
// mySocketStream.print(); | |
env.enableCheckpointing(CHECKPOINTING_INTERVAL_MS); | |
env.setRestartStrategy(RestartStrategies.noRestart()); | |
env.execute(JOB_NAME); | |
} | |
public static class MyWebSocketSourceFunc extends RichSourceFunction<String> { | |
private boolean running = true; | |
transient AsyncHttpClient client; | |
transient BoundRequestBuilder boundRequestBuilder; | |
transient WebSocketUpgradeHandler.Builder webSocketListener; | |
private BlockingQueue<String> messages = new ArrayBlockingQueue<>(100); | |
@Override | |
public void run(SourceContext<String> ctx) throws Exception { | |
WebSocketUpgradeHandler webSocketUpgradeHandler = webSocketListener.addWebSocketListener( | |
new WebSocketListener() { | |
private final ObjectMapper myMapper = new ObjectMapper(); | |
private String getRsvpId(String payload) { | |
try { | |
Map map = myMapper.readValue(payload, Map.class); | |
Object rsvpId = map.get("rsvp_id"); | |
return rsvpId != null ? rsvpId.toString() : "NOT FOUND"; | |
} catch (IOException e) { | |
log.error("Mapping failed, returning 'null'"); | |
return "NULL"; | |
} | |
} | |
@Override | |
public void onOpen(WebSocket webSocket) { | |
} | |
@Override | |
public void onClose(WebSocket webSocket, int i, String s) { | |
} | |
@Override | |
public void onError(Throwable throwable) { | |
} | |
@Override | |
public void onTextFrame(String payload, boolean finalFragment, int rsv) { | |
log.debug("onTextFrame({}), rsvp_id={}", hash(payload), getRsvpId(payload)); | |
if (payload != null) { | |
try { | |
messages.put(payload); | |
} catch (InterruptedException e) { | |
log.error("Interrupted!", e); | |
Thread.currentThread().interrupt(); | |
} | |
} | |
} | |
}).build(); | |
boundRequestBuilder.execute(webSocketUpgradeHandler).get(); | |
while (running) { | |
ctx.collect(messages.take()); | |
} | |
running = false; | |
} | |
@Override | |
public void cancel() { | |
log.info("cancel function called"); | |
running = false; | |
} | |
@Override | |
public void open(Configuration parameters) throws Exception { | |
log.info("open function called"); | |
super.open(parameters); | |
client = Dsl.asyncHttpClient(); | |
boundRequestBuilder = client.prepareGet("ws://stream.meetup.com/2/rsvps"); | |
webSocketListener = new WebSocketUpgradeHandler.Builder(); | |
} | |
private String hash(String input) { | |
if (input == null) { | |
return "-- NULL --"; | |
} | |
try { | |
MessageDigest md = MessageDigest.getInstance("MD5"); | |
md.update(input.getBytes()); | |
byte[] digest = md.digest(); | |
return DatatypeConverter.printHexBinary(digest).toUpperCase(); | |
} catch (NoSuchAlgorithmException e) { | |
log.error("Cound not instantiate MD5", e); | |
return "--NOT CALCULATED--"; | |
} | |
} | |
} | |
public static class MapIt extends RichMapFunction<String, String> { | |
final ObjectMapper objectMapper = new ObjectMapper(); | |
@Override | |
public String map(String value) throws Exception { | |
Map<String, Object> mapped = objectMapper.readValue(value, Map.class); | |
Object rsvp = mapped.get("rsvp_id"); | |
return rsvp != null ? rsvp.toString() : "null" ; | |
} | |
} | |
} |
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