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While @ITWhisperer 's solution is a neat trick, I'd rethink the search. 1. You're searching for "**mrstrategy**". That's gonna be slow. 2. First you're using automatic json extraction, then you cal... See more...
While @ITWhisperer 's solution is a neat trick, I'd rethink the search. 1. You're searching for "**mrstrategy**". That's gonna be slow. 2. First you're using automatic json extraction, then you call spath.  3. Always be vigilant around "dedup" command. You're deduping on attributes then statsing on attributes and _time. You will only ever have one _time per attributes. And dedup will move processing to SH tier. 4. I have a hunch that you have some duplicate data which you want to get rid of in search time. Maybe it's worth reworking your ingestion process so you're not wasting license? 5. Unfortunately, as you must have noticed already - this is a very ugly data format (from Splunk's point of view). This whiole "keyname=key1,value=something" schema is very inconvenient for searching and processing since you firstly have to read, parse, and interpret all events to get to the "contents". So now you're bending over backwards to do something which should be easy as just writing a simple filter condition. Are you sure you don't have someone in your org to sit with and have a chat about the data format? Or about the ingestion process - maybe it's worth setting up something that wil, transform your data into something more reasonable?
Well, that's not gonna be easy. With this many results not only you can't use append but also eventstats is not a good idea. Unfortunately, the less precise you are about your use case the more pro... See more...
Well, that's not gonna be easy. With this many results not only you can't use append but also eventstats is not a good idea. Unfortunately, the less precise you are about your use case the more probability that you will get a "no can do" answer. Maybe you should work on your extractions and/or initial filtering, maybe it's one of the rare cases where adding indexed field would help... we don't know. We are not aware what problem you're trying to solve.
@Gururaj1  The error you're encountering while trying to install or validate the Splunk Universal Forwarder (version 9.4.1) on Ubuntu 20.04 LTS (Focal Fossa, amd64) suggests issues with the installa... See more...
@Gururaj1  The error you're encountering while trying to install or validate the Splunk Universal Forwarder (version 9.4.1) on Ubuntu 20.04 LTS (Focal Fossa, amd64) suggests issues with the installation process, specifically related to missing Python site-packages directories and possibly a corrupted or incomplete download/installation.   The error about missing /opt/splunkforwarder/lib/python3.7/site-packages and python3.9/site-packages suggests that Splunk’s bundled Python environment is either not installed correctly or not being detected. Splunk Universal Forwarder typically bundles its own Python environment, so this issue is likely due to a corrupted installation rather than a system Python issue.   https://docs.splunk.com/Documentation/Forwarder/9.1.1/Forwarder/Installanixuniversalforwarder    Even if I read of many problems using Ubuntu reported by the Community members. I don't have special reccomandations: only follow all the installation steps documented at https://docs.splunk.com/Documentation/Splunk/9.0.5/Installation/InstallonLinux  https://docs.splunk.com/Documentation/Forwarder/9.0.5/Forwarder/Installanixuniversalforwarder  but it's a very simple procedure.  
The only reason we created accelerated model is so that we can "return" 1 million events in few seconds.  Therefore, I'm not sure append fits this. original non-working scenario due to huge index=a ... See more...
The only reason we created accelerated model is so that we can "return" 1 million events in few seconds.  Therefore, I'm not sure append fits this. original non-working scenario due to huge index=a index=a OR index=b stats (where matched in 2 indexes) by FieldA   Need to make work index=b OR | tstats  values..... stats (where matched in 2 indexes??) by FieldA  
Here is my orignal query.  I have to mask a lot of code and evals. Sorry.  Probably ignore that i do eventstats and than stats as im doing a lookup which im not showing and getting columns there. Qu... See more...
Here is my orignal query.  I have to mask a lot of code and evals. Sorry.  Probably ignore that i do eventstats and than stats as im doing a lookup which im not showing and getting columns there. Question is: if index=A is now Accelerated model.  How can i join results of index query with tstats results without using sub-searches or anything that would limit it.   (index=a OR (index=b DistinguishedName IN ("ou=a" "ou=b") | eventstats values(src_ip) as SourceIP dc(index) as idx values(OU) as OU by Account_Name | search idx=2 | where index="a" | stats dc(src_ip) as IP earliest(T) as FirstOccurance latest(T) as LatestOccurance values(OU) as Location count by Account_Name  
wow. just. wow. took me a week to find this 
Getting error while downloading forwarder in  Ubuntu, 20.04 LTS, amd64 focal image built on 2025-04-08 Reinstalled, tried a bunch of commands to check for any issues, but could not find any solution... See more...
Getting error while downloading forwarder in  Ubuntu, 20.04 LTS, amd64 focal image built on 2025-04-08 Reinstalled, tried a bunch of commands to check for any issues, but could not find any solution. Tried different versions of the ubuntu architecture, still the same. This is stopping my instance to run splunk [ Allowed http traffic, firewall port open..etc] cd /opt/splunkforwarder/bin/ splunk validate files Setting up splunkforwarder (9.4.1) ... find: ‘/opt/splunkforwarder/lib/python3.7/site-packages’: No such file or directory find: ‘/opt/splunkforwarder/lib/python3.9/site-packages’: No such file or directory find: ‘/opt/splunkforwarder/lib/python3.7/site-packages’: No such file or directory find: ‘/opt/splunkforwarder/lib/python3.9/site-packages’: No such file or directory complete
Hi @splunklearner  If you arent on Splunk Cloud and you're team say it isnt possible (for whatever reason) to use Push based approach then I would recommend using the Splunk Add-on for Microsoft Clo... See more...
Hi @splunklearner  If you arent on Splunk Cloud and you're team say it isnt possible (for whatever reason) to use Push based approach then I would recommend using the Splunk Add-on for Microsoft Cloud Services app. This aligns with the recommendations here: https://lantern.splunk.com/Data_Descriptors/Microsoft/Getting_started_with_Microsoft_Azure_Event_Hub...  Did this answer help you? If so, please consider: Adding karma to show it was useful Marking it as the solution if it resolved your issue Commenting if you need any clarification Your feedback encourages the volunteers in this community to continue contributing
There's no need to edit props or transforms for Ingest Actions as they can be configured easily using the UI.  In fact, use of the UI is recommended to avoid errors in the ruleset config.  If you nee... See more...
There's no need to edit props or transforms for Ingest Actions as they can be configured easily using the UI.  In fact, use of the UI is recommended to avoid errors in the ruleset config.  If you need to edit the config files for Splunk Cloud, do so in a custom app and upload the app to your Splunk Cloud search head. https://docs.splunk.com/Documentation/SplunkCloud/9.1.2312/Data/DataIngest#Deploy_a_ruleset_on_an_indexer_cluster  
I see your answer as "Yes" and reference a Splunk Enterprise doc.  Can you give an answer for the Splunk Cloud Platform.  While I see the deploy button in the top right, I do not see where i can edit... See more...
I see your answer as "Yes" and reference a Splunk Enterprise doc.  Can you give an answer for the Splunk Cloud Platform.  While I see the deploy button in the top right, I do not see where i can edit the props.conf and the transforms.conf files or is cloud different?
Install the app you cited in the OP on a heavy forwarder and use that to pull data from Azure using API calls.  The HF will forward the data to Splunk.
Just getting started with SOAR and I am encountering a scenario where I obviously don't understand the concept enough. I could use a push in the right direction to understand how I'm supposed to pass... See more...
Just getting started with SOAR and I am encountering a scenario where I obviously don't understand the concept enough. I could use a push in the right direction to understand how I'm supposed to pass output from a Splunk action block to a decision or utility block. Logic is as follows: 1. We utilize a Splunk -- Timer asset to schedule execution of playbook at certain time 2. First block is a Splunk query action block; basic SPL is  index=custom_index usernames=* | table usernames, emailAddresses, userScore 3. I want to pass the usernames to a decision block, and this is where I get lost. I see event choices, and CEF fields, etc. as options, but nothing explicitly stated for "usernames". Am I supposed to custom code a solution using action_result.data, and if so, can I get a hint on how to do so? (this wasn't covered in my creating playbooks course) Thank you
@ITWhisperer  you're right. Thanks
| eval row=mvrange(0,2) | mvexpand row | foreach * [| eval <<FIELD>>=mvindex(<<FIELD>>,row)]
How do I split the below data into 2 lines? I need to run stats on the tables, but when they are together the answers are not correct.   I have the following SPL form some complex data and I ha... See more...
How do I split the below data into 2 lines? I need to run stats on the tables, but when they are together the answers are not correct.   I have the following SPL form some complex data and I have discovered that in some small cases there can be 2 lines coming out like this. host="MARKET_RISK_PDT_V2" index="murex_logs" sourcetype="Market_Risk_DT" "**mr_strategy**" "typo_Collar" | search "resourceSpans{}.resource.attributes{}.value.stringValue"="*" | spath resourceSpans{}.scopeSpans{}.spans{}.attributes{} output=attributes | dedup attributes | stats count by attributes _time | spath input=attributes | eval X_{key}=coalesce('value.doubleValue', 'value.stringValue') | stats list(X_*) as * by _time | table mr_batch_compute_cpu_time mr_batch_compute_time mr_batch_load_cpu_time mr_batch_load_time mr_strategy The data is very large. I will put it up, but I think I have done 99% of the SPL. It's just this last case that is catching me. {"resourceSpans":[{"resource":{"attributes":[{"key":"telemetry.sdk.language","value":{"stringValue":"cpp"}},{"key":"service.name","value":{"stringValue":"MXMARKETRISK.ENGINE.MX"}},{"key":"service.namespace","value":{"stringValue":"MXMARKETRISK.SERVICE"}},{"key":"process.pid","value":{"intValue":"65544"}},{"key":"service.instance.id","value":{"stringValue":"000719to"}},{"key":"telemetry.sdk.name","value":{"stringValue":"opentelemetry"}},{"key":"telemetry.sdk.version","value":{"stringValue":"1.12.0"}},{"key":"mx.env","value":{"stringValue":"dell945srv:13003"}}]},"scopeSpans":[{"scope":{"name":"murex::observability_otel_backend::tracing","version":"v1"},"spans":[{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"8e46a2fcb9187c68","parentSpanId":"e9f9a5fe15443933","name":"position_evaluation","kind":1,"startTimeUnixNano":"1744296125652729092","endTimeUnixNano":"1744296125798894970","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"6"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"928247cd89802428","parentSpanId":"c1de6d379b059fed","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296125800419331","endTimeUnixNano":"1744296125809124045","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"c1de6d379b059fed","parentSpanId":"e9f9a5fe15443933","name":"scenario_restore","kind":1,"startTimeUnixNano":"1744296125798985174","endTimeUnixNano":"1744296125811277736","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"6"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"facb0e5746d9d964","parentSpanId":"25d5f36ceb7321c8","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296125830212296","endTimeUnixNano":"1744296125849740148","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"25d5f36ceb7321c8","parentSpanId":"e9f9a5fe15443933","name":"scenario_apply","kind":1,"startTimeUnixNano":"1744296125815502747","endTimeUnixNano":"1744296125850628412","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"7"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"a79b05479fe56592","parentSpanId":"e9f9a5fe15443933","name":"structured_position_evaluation","kind":1,"startTimeUnixNano":"1744296125850706729","endTimeUnixNano":"1744296125851948317","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"7"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"6f1e8d7f6321b850","parentSpanId":"e9f9a5fe15443933","name":"position_evaluation","kind":1,"startTimeUnixNano":"1744296125852417846","endTimeUnixNano":"1744296125992801928","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"7"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"15dd58424f5b362f","parentSpanId":"55e665fcbffd2dce","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296125994261439","endTimeUnixNano":"1744296126000431009","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"55e665fcbffd2dce","parentSpanId":"e9f9a5fe15443933","name":"scenario_restore","kind":1,"startTimeUnixNano":"1744296125992870615","endTimeUnixNano":"1744296126002300582","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"7"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"9fa56f99daac2e78","parentSpanId":"bbb3db0f43020601","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126021039957","endTimeUnixNano":"1744296126045997290","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"bbb3db0f43020601","parentSpanId":"e9f9a5fe15443933","name":"scenario_apply","kind":1,"startTimeUnixNano":"1744296126006349607","endTimeUnixNano":"1744296126046897747","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"8"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"17c713e141a5a055","parentSpanId":"e9f9a5fe15443933","name":"structured_position_evaluation","kind":1,"startTimeUnixNano":"1744296126046987437","endTimeUnixNano":"1744296126048941301","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"8"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"c6f94d626baa5e49","parentSpanId":"e9f9a5fe15443933","name":"position_evaluation","kind":1,"startTimeUnixNano":"1744296126049410715","endTimeUnixNano":"1744296126191477064","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"8"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"3969a2458c7a1dc5","parentSpanId":"d1a1815dfc55cdd4","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126192947402","endTimeUnixNano":"1744296126199823189","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"d1a1815dfc55cdd4","parentSpanId":"e9f9a5fe15443933","name":"scenario_restore","kind":1,"startTimeUnixNano":"1744296126191554042","endTimeUnixNano":"1744296126201896837","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"8"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"b6cdaecb3b869a03","parentSpanId":"b238e61733dc9cf2","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126220292499","endTimeUnixNano":"1744296126239204858","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"b238e61733dc9cf2","parentSpanId":"e9f9a5fe15443933","name":"scenario_apply","kind":1,"startTimeUnixNano":"1744296126206034205","endTimeUnixNano":"1744296126240073056","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"9"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"4cc6d310648b79ee","parentSpanId":"e9f9a5fe15443933","name":"structured_position_evaluation","kind":1,"startTimeUnixNano":"1744296126240159810","endTimeUnixNano":"1744296126241419109","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"9"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"288afaf9b7bff8cc","parentSpanId":"e9f9a5fe15443933","name":"position_evaluation","kind":1,"startTimeUnixNano":"1744296126241872221","endTimeUnixNano":"1744296126380408484","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"9"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"57153080d9d99407","parentSpanId":"6626b11ac99f8810","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126381860940","endTimeUnixNano":"1744296126388388372","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"6626b11ac99f8810","parentSpanId":"e9f9a5fe15443933","name":"scenario_restore","kind":1,"startTimeUnixNano":"1744296126380480534","endTimeUnixNano":"1744296126390275608","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"9"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"a1059958bf180498","parentSpanId":"2061aaa3bc7e58d3","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126408627933","endTimeUnixNano":"1744296126427148493","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"2061aaa3bc7e58d3","parentSpanId":"e9f9a5fe15443933","name":"scenario_apply","kind":1,"startTimeUnixNano":"1744296126394320863","endTimeUnixNano":"1744296126428008509","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"10"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"016d32332bc0f916","parentSpanId":"e9f9a5fe15443933","name":"structured_position_evaluation","kind":1,"startTimeUnixNano":"1744296126428077369","endTimeUnixNano":"1744296126429287924","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"10"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"163a862ff97841df","parentSpanId":"e9f9a5fe15443933","name":"position_evaluation","kind":1,"startTimeUnixNano":"1744296126429739689","endTimeUnixNano":"1744296126568936523","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"10"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"fd0292239b0618f6","parentSpanId":"ea1313f85058a1b2","name":"scenario_reaction","kind":1,"startTimeUnixNano":"1744296126570402952","endTimeUnixNano":"1744296126576565279","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"ea1313f85058a1b2","parentSpanId":"e9f9a5fe15443933","name":"scenario_restore","kind":1,"startTimeUnixNano":"1744296126569019151","endTimeUnixNano":"1744296126578414066","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario","value":{"stringValue":"10"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"e9f9a5fe15443933","parentSpanId":"d6c133764c7891c3","name":"scenario_all_apply","kind":1,"startTimeUnixNano":"1744296124562223476","endTimeUnixNano":"1744296126580259668","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_scenario_nb","value":{"stringValue":"10"}}],"status":{}},{"traceId":"e0d25217dd28e57d2db07e06d690428f","spanId":"d6c133764c7891c3","parentSpanId":"dbd5a3ed4854e73f","name":"fullreval_task","kind":1,"startTimeUnixNano":"1744296121513194653","endTimeUnixNano":"1744296126583212823","attributes":[{"key":"market_risk_span","value":{"stringValue":"true"}},{"key":"mr_batchId","value":{"stringValue":"37"}},{"key":"mr_batchType","value":{"stringValue":"Full Revaluation"}},{"key":"mr_bucketName","value":{"stringValue":""}},{"key":"mr_jobDomain","value":{"stringValue":"Market Risk"}},{"key":"mr_jobId","value":{"stringValue":"CONSO_ABAQ | 31/03/2016 | 12"}},{"key":"mr_strategy","value":{"stringValue":"typo_Collar 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@richgalloway according to you what will be the best approach for us? Ours is Splunk enterprise and our Splunk instances residing on AWS cloud. Azure team confirmed that pushing is not possible. 
@livehybrid  Splunk enterprise not Splunk Cloud.
@livehybrid's answer is a good one. In general, HEC cannot pull data from any source.  It is merely a receiver for data pushed to Splunk.
Hi @tech_g706   I think the first thing you need to establish is whether you are able to connect to Netskope from your HF on premise. Then also check your internal logs to see if there were any err... See more...
Hi @tech_g706   I think the first thing you need to establish is whether you are able to connect to Netskope from your HF on premise. Then also check your internal logs to see if there were any errors around the collection of these events. If it looks like the events are collecting then you need to work out why the data is not sending from that forwarder to your indexers.  Did this answer help you? If so, please consider: Adding karma to show it was useful Marking it as the solution if it resolved your issue Commenting if you need any clarification Your feedback encourages the volunteers in this community to continue contributing
Hi @danielbb , I don't know very well this app, but usually GUI interface is disabled on Indexers, so why to install it on Indexers? Ciao. Giuseppe