luxiaoxun / eagle Goto Github PK
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Real time data processing system based on flink and CEP
我设置了事件时间env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime);
数据流上也分配了水位线
但是DynamicAlertFunction中一直触发不了ontimer事件,后台日志打印出来,发现水位线一直是-9223372036854775808
有什么原因导致了这个问题呢
2022-06-02 09:42:17.599 [Legacy Source Thread - Source: Rule Source -> Rule Source Deserialization -> Timestamps/Watermarks (1/1)] WARN com.alarm.eagle.functions.RuleDeserializer:31 - Failed parsing rule, dropping it:
java.io.IOException: Invalid rule (wrong number of tokens): [{
"id": 123,
"name": "eagle_log_rule_1",
"appId": "059b0847-4fda-487a-ab85-7a5e625a8bd1",
"type": "logrules",
"script": "package logrules\n\nimport com.alarm.eagle.util.DateUtil;\nimport com.alarm.eagle.log.LogEntry;\nimport org.slf4j.Logger;\nimport com.alarm.eagle.util.Md5Util;\nimport com.alarm.eagle.util.RegexUtil\nimport java.util.Date;\n\nglobal Logger LOG;\n\nrule "eagle_log_rule_1"\nno-loop true\nsalience 100\nwhen\n $log : LogEntry( index == "eagle_log_1", $msg : message)\nthen\n LOG.debug("receive eagle_log_1 log, id:[{}]", $log.getId());\n String type = $log.getType();\n if ("opm".equals(type)){\n String logTime = RegexUtil.extractString("(\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2}.\\d{3})", $msg);\n if(logTime == null){\n LOG.warn("invalid date or time, log: {}", $msg);\n return;\n }\n Date date = DateUtil.convertFromString("yyyy-MM-dd HH:mm:ss.SSS", logTime);\n $log.setTimestamp(date != null ? date : $log.getAtTimestamp());\n if ($msg.contains("EventTracking")){\n String tracking = RegexUtil.extractString("(EventTracking.+)", $msg);\n if (tracking != null){\n String[] tracks = tracking.split("\\|");\n $log.addField("EventType",tracks[0]);\n $log.addField("LogType",tracks[1]);\n $log.addField("LogId",tracks[2]);\n $log.addField("UserId",tracks[3]);\n $log.addField("LogTime",tracks[4]);\n }\n }\n } else if ("offermanager".equals(type)){\n String logTime = RegexUtil.extractString("(\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2},\\d{3})", $msg);\n if(logTime == null){\n LOG.warn("invalid date or time, log: {}", $msg);\n return;\n }\n Date date = DateUtil.convertFromString("yyyy-MM-dd HH:mm:ss,SSS", logTime);\n $log.setTimestamp(date != null ? date : $log.getAtTimestamp());\n } else {\n return;\n }\n\n long delayTime = (System.currentTimeMillis() - $log.getTimestamp().getTime())/1000;\n if (delayTime > 5243600 || delayTime < -5243600) {\n LOG.warn("Too early or too late log, ignore it, delay:{}, log:{}", delayTime, $log.getTimestamp().getTime());\n return;\n }\n $log.dealDone();\n LOG.debug("out -----eagle_log_1------");\nend",
"version": "20190729",
"state": 1,
"updateTime": 1564475611452
}, {
"id": 456,
"name": "eagle_log_rule_2",
"appId": "2a2df323-d2ea-45ca-bf7e-6d2afa125688",
"type": "logrules",
"script": "package logrules\n\nimport org.slf4j.Logger;\nimport java.util.Date;\nimport java.util.Locale;\nimport com.alarm.eagle.log.LogEntry;\nimport com.alarm.eagle.util.RegexUtil;\nimport com.alarm.eagle.util.DateUtil\nimport java.time.LocalDateTime;\n\nglobal Logger LOG;\n\nrule "eagle_log_rule_2"\n\tno-loop true\n\tsalience 100\n when\n $log : LogEntry(index == "eagle_log_2", $msg : message)\n then\n LOG.debug("receive eagle_log_2 log, id:[{}]", $log.getId());\n String logTime = RegexUtil.extractString("(\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2}.\\d{3})", $msg);\n if(logTime == null){\n LOG.warn("invalid date or time, log: {}", $msg);\n return;\n }\n Date date = DateUtil.convertFromString("yyyy-MM-dd HH:mm:ss,SSS", logTime);\n $log.setTimestamp(date!=null? date:$log.getAtTimestamp());\n\n $log.dealDone();\n LOG.debug("out ----- eagle_log_2 log-----");\nend",
"version": "20190826",
"state": 1,
"updateTime": 1567078969483
}]
at com.alarm.eagle.rule.RuleParser.parsePlain(RuleParser.java:35) ~[classes/:?]
at com.alarm.eagle.rule.RuleParser.fromString(RuleParser.java:24) ~[classes/:?]
at com.alarm.eagle.functions.RuleDeserializer.flatMap(RuleDeserializer.java:25) [classes/:?]
at com.alarm.eagle.functions.RuleDeserializer.flatMap(RuleDeserializer.java:10) [classes/:?]
at org.apache.flink.streaming.api.operators.StreamFlatMap.processElement(StreamFlatMap.java:50) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.pushToOperator(OperatorChain.java:717) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:692) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.runtime.tasks.OperatorChain$CopyingChainingOutput.collect(OperatorChain.java:672) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:52) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:30) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.api.operators.StreamSourceContexts$ManualWatermarkContext.processAndCollect(StreamSourceContexts.java:305) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.api.operators.StreamSourceContexts$WatermarkContext.collect(StreamSourceContexts.java:394) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at com.alarm.eagle.source.RuleSourceFunction.run(RuleSourceFunction.java:29) [classes/:?]
at org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:100) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.api.operators.StreamSource.run(StreamSource.java:63) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
at org.apache.flink.streaming.runtime.tasks.SourceStreamTask$LegacySourceFunctionThread.run(SourceStreamTask.java:201) [flink-streaming-java_2.11-1.11.0.jar:1.11.0]
请问规则的格式是drl格式还是
{
"ruleId": 1,
"ruleState": "ACTIVE",
"groupingKeyNames": [
"beneficiaryId",
"payerId"
],
"aggregateFieldName": "paymentAmount",
"aggregatorFunctionType": "SUM",
"limitOperatorType": "GREATER",
"limit": 1000000,
"windowMinutes": 1440
}
我看你代码里面是按,split的,你示例格式里面也少了unique?
当有多条规则时,测试了很多遍,只有一条规则会被执行,不论是否匹配到,其他规则都不会去匹配,是什么原因造成的呢
for (Object obj : kSession.getObjects()) {
result.add((LogEntry) obj);
}
上面代码取得数据不是已识别的事件吧?
@OverRide
public List execute(LogEntry entry) {
List result = new LinkedList<>();
KieSession kSession = kieBase.newKieSession();
try {
if (!isEmptyKie) {
kSession.setGlobal("LOG", logger);
}
kSession.insert(entry);
kSession.fireAllRules();
for (Object obj : kSession.getObjects()) {
result.add((LogEntry) obj);
}
} catch (Exception ex) {
logger.warn("Process log error, ex:{}", ex);
} finally {
kSession.dispose();
}
return result;
}
请问,是否要满足特定条件,才能调用sinkToRedis或者sinkLogToKafka。
因为我这边是自己根据logSchema的格式,自己写了一些日志进去,日志格式如下:
{"id":"1","type":"test","index":"eagle_log_1","timestamp":"2020-12-04T10:01:08.634+0800","@timestamp":"1607064573799","ip":"172.19.88.67","message":"test","path":"c://test","fields":"aaa"}
timestamp和@timestamp是动态的,其他字段都是硬编码写入到kafka,我调试代码,logprocess相关方法都会调用,但是sink日志到redis,kafka的代码都不会执行。
我直接在idea中加载项目并运行eagle-log,报如下错误,是哪里出错了吗,帮忙指导下,十分感谢
2023-02-23 16:51:29.975 [main] INFO com.alarm.eagle.config.EagleProperties:36 - load parameters from system ...
2023-02-23 16:51:29.982 [main] ERROR com.alarm.eagle.config.EagleProperties:87 - load parameters from system error: java.lang.NullPointerException
2023-02-23 16:51:29.982 [main] ERROR com.alarm.eagle.App:61 - java.lang.NullPointerException
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