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| Title | Views | Posted |
|---|---|---|
| 4787 | 05-26-2017 09:17 PM |
07-20-2017
05:33 PM
@Sebastien Lehuede: No, I didn't find the root cause. But in my case, it was fairly easy to use the CSV parser instead of the Grok parser, with slight modifications to my telemetry source. You can find more details about the CSV parser here: https://metron.apache.org/current-book/metron-platform/metron-parsers/index.html Hope this helps.
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05-26-2017
10:51 PM
The enrichment configuration discussed in the this link seems to have an error: {
"index": "mad",
"batchSize": 1,
"enrichment": {
"fieldMap": {
"stellar" : {
"config" : {
"parser_score" : "OUTLIER_MAD_SCORE(OUTLIER_MAD_STATE_MERGE(
PROFILE_GET( 'sketchy_mad', 'global', PROFILE_FIXED(10, 'MINUTES')) ), value)"
,"is_alert" : "if parser_score > 3.5 then true else is_alert"
}
}
}
,"fieldToTypeMap": { }
},
"threatIntel": {
"fieldMap": { },
"fieldToTypeMap": { },
"triageConfig" : {
"riskLevelRules" : [
{
"rule" : "parser_score > 3.5",
"score" : 10
}
],
"aggregator" : "MAX"
}
}
} I think the first two lines should appear in the corresponding indexing configuration and not the enrichment configuration. Using the enrichment config as is results in a parse error when pushing the configuration to zookeeper. I just wanted to confirm this is the case. If not, what do those first two lines exactly mean?
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Apache Metron
05-26-2017
09:17 PM
I eventually got around this problem by using the CSV parser instead of grok. I was using metron 3.0 at the time and am not sure if the issue with grok got resolved or not, but I don't have any problem with the CSV parser in the current version , 3.1.
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03-29-2017
12:23 AM
@asubramanian I can confirm that escaping the braces does not wok. Here's a simplified version of my problem: Telemetry Input (I'm using NiFi with JoltTransform processor to run this test): {"hostname":"my.machine","timestamp":"1490746284"} Grok Pattern 1: {"hostname":"%{HOSTNAME:hostname}","timestamp":"%{NUMBER:timestamp}"} Grok Pattern 2: \{"hostname":"%{HOSTNAME:hostname}","timestamp":"%{NUMBER:timestamp}"\} They both result in the following error in Metron's parser bolt: java.lang.IllegalStateException: Grok parser Error: Grok statement produced a null message. Original message was: {"hostname":"my.machine","timestamp":"1490746284"} and the parsed message was: {} Note that Pattern 1 is a match according to the grok constructor website: http://grokconstructor.appspot.com/ I'm not sure what's going on. Is this a bug in Metron grok parser or am I doing something wrong? I greatly appreciate your help.
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03-28-2017
10:43 PM
@asubramanian, Strange... After restarting everything I'm getting the initial parse error again.
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03-28-2017
06:46 PM
@asubramanian, I forgot to add my indexing configuration to the previous post. Here it goes: {
"elasticsearch": {
"index": "my_telemetry_source",
"batchSize": 5,
"enabled" : true
},
"hdfs": {
"index": "my_telemetry_source",
"batchSize": 5,
"enabled" : true
}
}
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03-28-2017
06:41 PM
Hi @asubramanian, Thanks for your response. I made your suggested change and I'm not getting the parsing error any more. I can't see the data getting indexed though in elastic search. This is likely unrelated to the parsing error, but I'm not sure. I'm not getting any data corresponding to my telemetry source, but am getting the following error for the snort sensor from hdfsIndexingBolt: org.apache.hadoop.security.AccessControlException: Permission denied: user=storm, access=WRITE, inode="/apps/metron/indexing/indexed/snort/enrichment-null-0-0-1490726017771.json":metron:metron:drwxrwxr-x at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.check(FSPermissionChecker.java:319) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.check(FSPermissionChecker.java:292) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkPermission(FSPermissionChecker.java:213) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkPermission(FSPermissionChecker.java:190) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkPermission(FSDirectory.java:1827) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkPermission(FSDirectory.java:1811) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkAncestorAccess(FSDirectory.java:1794) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInternal(FSNamesystem.java:2598) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInt(FSNamesystem.java:2533) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFile(FSNamesystem.java:2417) at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.create(NameNodeRpcServer.java:729) at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.create(ClientNamenodeProtocolServerSideTranslatorPB.java:405) at org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java) at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:640) at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:982) at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2313) at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2309) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:422) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1724) at org.apache.hadoop.ipc.Server$Handler.run(Server.java:2307) at sun.reflect.GeneratedConstructorAccessor31.newInstance(Unknown Source) at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45) at java.lang.reflect.Constructor.newInstance(Constructor.java:423) at org.apache.hadoop.ipc.RemoteException.instantiateException(RemoteException.java:106) at org.apache.hadoop.ipc.RemoteException.unwrapRemoteException(RemoteException.java:73) at org.apache.hadoop.hdfs.DFSOutputStream.newStreamForCreate(DFSOutputStream.java:1628) at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1703) at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1638) at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:448) at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:444) at org.apache.hadoop.fs.FileSystemLinkResolver.resolve(FileSystemLinkResolver.java:81) at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:459) at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:387) at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:909) at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:890) at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:787) at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:776) at org.apache.metron.writer.hdfs.SourceHandler.createOutputFile(SourceHandler.java:142) at org.apache.metron.writer.hdfs.SourceHandler.initialize(SourceHandler.java:98) at org.apache.metron.writer.hdfs.SourceHandler.<init>(SourceHandler.java:65) at org.apache.metron.writer.hdfs.HdfsWriter.getSourceHandler(HdfsWriter.java:102) at org.apache.metron.writer.hdfs.HdfsWriter.write(HdfsWriter.java:77) at org.apache.metron.writer.BulkWriterComponent.write(BulkWriterComponent.java:138) at org.apache.metron.writer.bolt.BulkMessageWriterBolt.execute(BulkMessageWriterBolt.java:115) at org.apache.storm.daemon.executor$fn__6573$tuple_action_fn__6575.invoke(executor.clj:734) at org.apache.storm.daemon.executor$mk_task_receiver$fn__6494.invoke(executor.clj:466) at org.apache.storm.disruptor$clojure_handler$reify__6007.onEvent(disruptor.clj:40) at org.apache.storm.utils.DisruptorQueue.consumeBatchToCursor(DisruptorQueue.java:451) at org.apache.storm.utils.DisruptorQueue.consumeBatchWhenAvailable(DisruptorQueue.java:430) at org.apache.storm.disruptor$consume_batch_when_available.invoke(disruptor.clj:73) at org.apache.storm.daemon.executor$fn__6573$fn__6586$fn__6639.invoke(executor.clj:853) at org.apache.storm.util$async_loop$fn__554.invoke(util.clj:484) at clojure.lang.AFn.run(AFn.java:22) at java.lang.Thread.run(Thread.java:745) Caused by: org.apache.hadoop.ipc.RemoteException(org.apache.hadoop.security.AccessControlException): Permission denied: user=storm, access=WRITE, inode="/apps/metron/indexing/indexed/snort/enrichment-null-0-0-1490726017771.json":metron:metron:drwxrwxr-x at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.check(FSPermissionChecker.java:319) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.check(FSPermissionChecker.java:292) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkPermission(FSPermissionChecker.java:213) at org.apache.hadoop.hdfs.server.namenode.FSPermissionChecker.checkPermission(FSPermissionChecker.java:190) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkPermission(FSDirectory.java:1827) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkPermission(FSDirectory.java:1811) at org.apache.hadoop.hdfs.server.namenode.FSDirectory.checkAncestorAccess(FSDirectory.java:1794) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInternal(FSNamesystem.java:2598) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInt(FSNamesystem.java:2533) at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFile(FSNamesystem.java:2417) at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.create(NameNodeRpcServer.java:729) at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.create(ClientNamenodeProtocolServerSideTranslatorPB.java:405) at org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java) at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:640) at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:982) at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2313) at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2309) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:422) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1724) at org.apache.hadoop.ipc.Server$Handler.run(Server.java:2307) at org.apache.hadoop.ipc.Client.call(Client.java:1476) at org.apache.hadoop.ipc.Client.call(Client.java:1407) at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:229) at com.sun.proxy.$Proxy46.create(Unknown Source) at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.create(ClientNamenodeProtocolTranslatorPB.java:296) at sun.reflect.GeneratedMethodAccessor46.invoke(Unknown Source) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:187) at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:102) at com.sun.proxy.$Proxy48.create(Unknown Source) at org.apache.hadoop.hdfs.DFSOutputStream.newStreamForCreate(DFSOutputStream.java:1623) ... 28 more Do I need to setup permissions for storm user on hdfs? How do you suggest I test that the data from my telemetry source successfully passes the parsing phase? Thanks again for your help.
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03-24-2017
10:24 PM
Hi, I'm getting the following error from Storm's ParserBolt in a single node deployment of Metron 0.3.1: java.lang.IllegalStateException: Grok parser Error: Grok statement produced a null message. Original message was: {"hostname":"myhost","timestamp":"1010101010","cpu_user":"8.522706","cpu_sys":"29.210946","cpu_nice":"0.000000","cpu_idle":"62.266348","cpu_wait":"0.000000","cpu_irq":"0.000000","cpu_soft_irq":"0.000000","cpu_stolen":"0.000000","load_one":"4.945312","load_five":"4.391113","load_fifteen":"4.385254"} and the parsed message was: {} . Check the pattern at: /apps/metron/patterns/my_telemetry_source on {"hostname":"myhost","timestamp":"1010101010","cpu_user":"8.522706","cpu_sys":"29.210946","cpu_nice":"0.000000","cpu_idle":"62.266348","cpu_wait":"0.000000","cpu_irq":"0.000000","cpu_soft_irq":"0.000000","cpu_stolen":"0.000000","load_one":"4.945312","load_five":"4.391113","load_fifteen":"4.385254"} at org.apache.metron.parsers.GrokParser.parse(GrokParser.java:174) at org.apache.metron.parsers.interfaces.MessageParser.parseOptional(MessageParser.java:45) at org.apache.metron.parsers.bolt.ParserBolt.execute(ParserBolt.java:132) at org.apache.storm.daemon.executor$fn__6573$tuple_action_fn__6575.invoke(executor.clj:734) at org.apache.storm.daemon.executor$mk_task_receiver$fn__6494.invoke(executor.clj:466) at org.apache.storm.disruptor$clojure_handler$reify__6007.onEvent(disruptor.clj:40) at org.apache.storm.utils.DisruptorQueue.consumeBatchToCursor(DisruptorQueue.java:451) at org.apache.storm.utils.DisruptorQueue.consumeBatchWhenAvailable(DisruptorQueue.java:430) at org.apache.storm.disruptor$consume_batch_when_available.invoke(disruptor.clj:73) at org.apache.storm.daemon.executor$fn__6573$fn__6586$fn__6639.invoke(executor.clj:853) at org.apache.storm.util$async_loop$fn__554.invoke(util.clj:484) at clojure.lang.AFn.run(AFn.java:22) at java.lang.Thread.run(Thread.java:745) Caused by: java.lang.RuntimeException: Grok statement produced a null message. Original message was: {"hostname":"myhost","timestamp":"1010101010","cpu_user":"8.522706","cpu_sys":"29.210946","cpu_nice":"0.000000","cpu_idle":"62.266348","cpu_wait":"0.000000","cpu_irq":"0.000000","cpu_soft_irq":"0.000000","cpu_stolen":"0.000000","load_one":"4.945312","load_five":"4.391113","load_fifteen":"4.385254"} and the parsed message was: {} . Check the pattern at: /apps/metron/patterns/my_telemetry_source at org.apache.metron.parsers.GrokParser.parse(GrokParser.java:152) ... 12 more My input lines are of the following form: {"hostname":"myhost","timestamp":"1010101010","cpu_user":"8.522706","cpu_sys":"29.210946","cpu_nice":"0.000000","cpu_idle":"62.266348","cpu_wait":"0.000000","cpu_irq":"0.000000","cpu_soft_irq":"0.000000","cpu_stolen":"0.000000","load_one":"4.945312","load_five":"4.391113","load_fifteen":"4.385254"}
{"hostname":"myhost","timestamp":"1012101010","cpu_user":"8.522706","cpu_sys":"29.210946","cpu_nice":"0.000000","cpu_idle":"62.266348","cpu_wait":"0.000000","cpu_irq":"0.000000","cpu_soft_irq":"0.000000","cpu_stolen":"0.000000","load_one":"4.945312","load_five":"4.391113","load_fifteen":"4.385254"} My Grok Pattern is: MY_TELEMETRY_SOURCE_DELIMITED %{GREEDYDATA:UNWANTED}{"hostname":"%{HOSTNAME:hostname}","timestamp":"%{NUMBER:timestamp}","cpu_user":"%{NUMBER:cpu_user}","cpu_sys":"%{NUMBER:cpu_sys}","cpu_nice":"%{NUMBER:cpu_nice}","cpu_idle":"%{NUMBER:cpu_idle}","cpu_wait":"%{NUMBER:cpu_wait}","cpu_irq":"%{NUMBER:cpu_irq}","cpu_soft_irq":"%{NUMBER:cpu_soft_irq}","cpu_stolen":"%{NUMBER:cpu_stolen}","load_one":"%{NUMBER:load_one}","load_five":"%{NUMBER:load_five}","load_fifteen":"%{NUMBER:load_fifteen}"}%{GREEDYDATA:UNWANTED} Which according to the GrokConstructor (http://grokconstructor.appspot.com) matches correctly. All Metron services are up and the pattern is staged at /apps/metron/patterns/my_telemetry_source as evident by the error log. My parser configuration for the parsing topology is located at /usr/metron/0.3.1/config/zookeeper/parsers/my_telemetry_source.json and consists of the following: {
"parserClassName": "org.apache.metron.parsers.GrokParser",
"sensorTopic": "my_telemetry_source",
"parserConfig": {
"grokPath": "/apps/metron/patterns/my_telemetry_source",
"patternLabel": "MY_TELEMETRY_SOURCE_DELIMITED",
"timestampField": "timestamp"
}
} I have tried this setup both with and without applying the patternLabel, MY_TELEMETRY_SOURCE_DELIMITED, getting the same error message in both cases. I appreciate your help.
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Apache Metron
03-08-2017
11:45 PM
Hi,
I was wondering about the best way to ingest logs in XML format into Metron. Parsing with Grok doesn't seem to be the way to go in this case. Remaining options seem to be to 1) either utilize NiFi to turn the XML into a format that Metron expects, 2) or develop a java parser for parsing XML, (that is Metron-288 issue which is not of high priority: https://issues.apache.org/jira/browse/METRON-288 ). Are these two options the only possibilities?
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Apache Metron
09-27-2016
06:44 PM
Thanks for your response. The issue was resolved and Metron is successfully deployed.
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