提交两层聚合代码

properties/service_flow_config.properties

@@ -43,9 +43,10 @@ source.parallelism=1
 #map函数并行度
 parse.parallelism=2
 
-#count 函数并行度
+#first count 函数并行度
 first.window.parallelism=2
 
+#second count 函数并行度
 second.window.parallelism=2
 
 #producer 并行度

src/main/java/com/zdjizhi/topology/StreamAggregateTopology.java

@@ -7,7 +7,6 @@ import com.zdjizhi.utils.functions.*;
 import com.zdjizhi.utils.kafka.Consumer;
 import com.zdjizhi.utils.kafka.Producer;
 import org.apache.flink.api.java.tuple.Tuple2;
-import org.apache.flink.api.java.tuple.Tuple3;
 import org.apache.flink.api.java.tuple.Tuple4;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
@@ -39,7 +38,7 @@ public class StreamAggregateTopology {
             DataStream<String> streamSource = environment.addSource(Consumer.getKafkaConsumer())
                     .setParallelism(StreamAggregateConfig.SOURCE_PARALLELISM);
 
-            SingleOutputStreamOperator<Tuple4<String, String, String, String>> parseDataMap = streamSource.map(new MapParseFunction())
+            SingleOutputStreamOperator<Tuple4<String, String, String, String>> parseDataMap = streamSource.map(new ParseMapFunction())
                     .name("ParseDataMap")
                     .setParallelism(StreamAggregateConfig.PARSE_PARALLELISM);
 

src/main/java/com/zdjizhi/utils/functions/FirstCountWindowFunction.java

@@ -15,6 +15,7 @@ import org.slf4j.LoggerFactory;
 
 import java.util.HashMap;
 import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
 
 /**
  * @author qidaijie
@@ -28,7 +29,6 @@ public class FirstCountWindowFunction extends ProcessWindowFunction<Tuple4<Strin
     private static HashMap<String, String[]> metricsMap = JsonParseUtil.getMetricsMap();
     private static HashMap<String, String[]> actionMap = JsonParseUtil.getActionMap();
     private HashMap<String, Map<String, Object>> cacheMap = new HashMap<>(320);
-    private static String resultTimeKey = JsonParseUtil.getTimeKey();
 
     @Override
     @SuppressWarnings("unchecked")
@@ -61,7 +61,6 @@ public class FirstCountWindowFunction extends ProcessWindowFunction<Tuple4<Strin
 
                 for (String countKey : cacheMap.keySet()) {
                     Map<String, Object> resultMap = cacheMap.get(countKey);
-                    JsonParseUtil.setValue(resultMap, resultTimeKey, endTime);
                     output.collect(new Tuple2<>(countKey, JsonMapper.toJsonString(resultMap)));
                 }
             }

src/main/java/com/zdjizhi/utils/functions/ParseMapFunction.java

@@ -25,7 +25,7 @@ import java.util.Map;
  * @Description:
  * @date 2021/5/2715:01
  */
-public class MapParseFunction implements MapFunction<String,Tuple4<String,String, String, String>> {
+public class ParseMapFunction implements MapFunction<String,Tuple4<String,String, String, String>> {
     private static final Logger logger = LoggerFactory.getLogger(FirstCountWindowFunction.class);
 
     private static ArrayList<String[]> jobList = JsonParseUtil.getTransformsList();
@@ -38,7 +38,7 @@ public class MapParseFunction implements MapFunction<String,Tuple4<String,String
         try {
             if (StringUtil.isNotBlank(message)) {
                 Map<String, Object> object = (Map<String, Object>) JsonMapper.fromJsonString(message, Map.class);
-//                String streamTraceId = JsonParseUtil.getString(object, "common_stream_trace_id");
+                String streamTraceId = JsonParseUtil.getString(object, "common_stream_trace_id");
                 Map<String, Object> dimensionsObj = ParseFunctions.transDimensions(dimensionsMap, object);
                 if (ParseFunctions.filterLogs(object)) {
                     for (String[] strings : jobList) {
@@ -76,8 +76,6 @@ public class MapParseFunction implements MapFunction<String,Tuple4<String,String
                                 }
                                 break;
                             case "hierarchy":
-                                String streamTraceId = JsonParseUtil.getString(object, "common_stream_trace_id");
-//                                RandomUtil.randomInt(0, StreamAggregateConfig.COUNT_PARALLELISM)
                                 return new Tuple4<>(streamTraceId,JsonParseUtil.getString(object, logsKeyName), JsonMapper.toJsonString(dimensionsObj), JsonMapper.toJsonString(object));
                             default:
                                 break;

src/main/java/com/zdjizhi/utils/functions/SecondCountWindowFunction.java

@@ -14,6 +14,7 @@ import org.slf4j.LoggerFactory;
 
 import java.util.HashMap;
 import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
 
 /**
  * @author qidaijie

src/main/java/com/zdjizhi/utils/general/ParseFunctions.java

@@ -51,8 +51,8 @@ public class ParseFunctions {
         for (String key : filtersMap.keySet()) {
             switch (key) {
                 case "notempty":
-                    Object value = JsonParseUtil.getValue(object, filtersMap.get(key));
+                    String value = JsonParseUtil.getString(object, filtersMap.get(key));
-                    if (value != null && StringUtil.isNotBlank(value.toString())) {
+                    if (StringUtil.isNotBlank(value)) {
                         available = true;
                     }
                     break;