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13 changes: 3 additions & 10 deletions src/main/java/com/monitory/data/FlinkApplication.java
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
package com.monitory.data;

import com.monitory.data.sources.MqttSource;
import com.monitory.data.transformations.TimeStampAssigner;
import org.apache.flink.api.common.eventtime.WatermarkStrategy;
import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
Expand All @@ -16,16 +16,9 @@ public static void main (String [] args) throws Exception {
// 2. 데이터 소스
DataStream<String> sourceStream = env.fromSource(new MqttSource(), WatermarkStrategy.noWatermarks(), "MQTT-Source");

// 3. 데이터 처리: 단순하게 문자열을 대문자로 변환하는 예시
// 3. 데이터 처리: Time Stamp 출력과 Anomaly 감지
DataStream<String> transformedStream = sourceStream
.map(new MapFunction<String, String>() {
@Override
public String map(String value) throws Exception {
// Thread.sleep(2000000);
System.out.println("💡 received: " + value);
return value.toUpperCase();
}
});
.map(new TimeStampAssigner());

// 4. 데이터 싱크: 콘솔에 출력
transformedStream.print();
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
package com.monitory.data.transformations;

import org.apache.flink.api.common.functions.MapFunction;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.node.ObjectNode;

import java.time.Instant;
import java.time.LocalDateTime;

public class TimeStampAssigner implements MapFunction<String, String> {

private static final ObjectMapper mapper = new ObjectMapper();

@Override
public String map(String value) throws Exception {
ObjectNode jsonNode = (ObjectNode) mapper.readTree(value);
jsonNode.put("time", LocalDateTime.now().toString());
return mapper.writeValueAsString(jsonNode);
}
}