logstash pipeline out of memory

Then results are stored in file. at a time and measure the results. Tell me when i can provide further information! This can happen if the total memory used by applications exceeds physical memory. Added -w flag now and will gather what I can from the logs. By default, the Logstash HTTP API binds only to the local loopback interface. Sign in early opt-in (or preemptive opt-out) of ECS compatibility. On Linux, you can use a tool like dstat or iftop to monitor your network. If you specify a directory or wildcard, The username to require for HTTP Basic auth Note that the specific batch sizes used here are most likely not applicable to your specific workload, as the memory demands of Logstash vary in large part based on the type of messages you are sending. Do not increase the heap size past the amount of physical memory. @Badger I've been watching the logs all day :) And I saw that all the records that were transferred were displayed in them every time when the schedule worked. When creating pipeline event batches, how long in milliseconds to wait for The memory queue might be a good choice if you value throughput over data resiliency. Nevertheless the error message was odd. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. I'm using 5GB of ram in my container, with 2 conf files in /pipeline for two extractions and logstash with the following options: And logstash is crashing at start : Pipeline.batch.size: 100, While the same values in hierarchical format can be specified as , Interpolation of the environment variables in bash style is also supported by logstash.yml. Asking for help, clarification, or responding to other answers. The two pipelines do the same, the only difference is the curl request that is made. One of my .conf files. Set to true to enable SSL on the HTTP API. The screenshots below show sample Monitor panes. Var.PLUGIN_TYPE3.SAMPLE_PLUGIN3.SAMPLE_KEY3: SAMPLE_VALUE If not, you can find it where you have installed logstash. at io.netty.util.internal.PlatformDependent.incrementMemoryCounter(PlatformDependent.java:640) ~[netty-all-4.1.18.Final.jar:4.1.18.Final] @guyboertje Which ability is most related to insanity: Wisdom, Charisma, Constitution, or Intelligence? Not the answer you're looking for? You may need to increase JVM heap space in the jvm.options config file. A heap dump would be very useful here. And I'm afraid that over time they will accumulate and this will lead to exceeding the memory peak. Logstash is a log aggregator and processor that operates by reading data from several sources and transferring it to one or more storage or stashing destinations. Threads in Java have names and you can use the, On Linux platforms, Logstash labels all the threads it can with something descriptive. Also note that the default is 125 events. I have an heap dump but it is to big to upload. Ups, yes I have sniffing enabled as well in my output configuration. Look for other applications that use large amounts of memory and may be causing Logstash to swap to disk. If we had a video livestream of a clock being sent to Mars, what would we see? logstash.pipeline.plugins.inputs.events.out (gauge) Number of events out from the input plugin. Is there anything else we can provide to help fixing the bug? As i said, my guess is , that its a Problem with elasticsearch output. You can check for this issue by doubling the heap size to see if performance improves. The logstash.yml file is written in YAML. For example, to use Any ideas on what I should do to fix this? in plaintext passwords appearing in your logs! Refuses to exit if any event is in flight. Warning. For anyone reading this, it has been fixed in plugin version 2.5.3. bin/plugin install --version 2.5.3 logstash-output-elasticsearch, We'll be releasing LS 2.3 soon with this fix included. *Please provide your correct email id. The number of workers that will, in parallel, execute the filter and output When enabled, Logstash waits until the persistent queue (queue.type: persisted) is drained before shutting down. Are these quarters notes or just eighth notes? Ignored unless api.auth.type is set to basic. keystore secrets in setting values. In fact, the JVM is often times having to stop the VM for full GCs. As mentioned in the table, we can set many configuration settings besides id and path. Did the drapes in old theatres actually say "ASBESTOS" on them? For a complete list, refer to this link. The directory where Logstash will write its log to. The total number of inflight events is determined by the product of the. Logstash fails after a period of time with an OOM error. which version of logstash is this? Check the performance of input sources and output destinations: Monitor disk I/O to check for disk saturation. The process for setting the configurations for the logstash is as mentioned below , Pipeline.id : sample-educba-pipeline Not the answer you're looking for? Asking for help, clarification, or responding to other answers. Some memory You may also tune the output batch size. Memory queue edit By default, Logstash uses in-memory bounded queues between pipeline stages (inputs pipeline workers) to buffer events. The more memory you have, the higher percentage you can use. java.lang.Runtime.getRuntime.availableProcessors The number of workers may be set higher than the number of CPU cores since outputs often spend idle time in I/O wait conditions. The maximum number of events an individual worker thread will collect from inputs Memory queue size is not configured directly. User without create permission can create a custom object from Managed package using Custom Rest API. I am trying to ingest JSON records using logstash but am running into memory issues. \\ becomes a literal backslash \. @rahulsri1505 If you read this issue you will see that the fault was in the elasticsearch output and was fixed to the original poster's satisfaction in plugin v2.5.3 Many Thanks for help !!! Here we discuss the various settings present inside the logstash.yml file that we can set related to pipeline configuration. This a boolean setting to enable separation of logs per pipeline in different log files. When enabled, Logstash will retry four times per attempted checkpoint write for any checkpoint writes that fail. The directory path where the data files will be stored for the dead-letter queue. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. The internal queuing model to use for event buffering. I'd really appreciate if you would consider accepting my answer. Link can help you : https://www.elastic.co/guide/en/logstash/master/performance-troubleshooting.html. The destination directory is taken from the `path.log`s setting. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Connect and share knowledge within a single location that is structured and easy to search. In our experience, changing Could you run docker-compose exec logstash ps auxww right after logstash starts and post the output? However if you notice performance issues, you may need to modify PATH/logstash/TYPE/NAME.rb where TYPE is inputs, filters, outputs, or codecs, This can happen if the total memory used by applications exceeds physical memory. The second pane examines a Logstash instance configured with an appropriate amount of inflight events. Short story about swapping bodies as a job; the person who hires the main character misuses his body. Tuning and Profiling Logstash Performance . Some memory must be left to run the OS and other processes. Treatments are made. Logstash provides the following configurable options Simple deform modifier is deforming my object, Embedded hyperlinks in a thesis or research paper. I understand that when an event occurs, it is written to elasticsearch (in my case) and after that it should be cleaned from memory by the garbage collector. As you are having issues with LS 5 it is as likely as not you are experiencing a different problem. Which language's style guidelines should be used when writing code that is supposed to be called from another language? Var.PLUGIN_TYPE3.SAMPLE_PLUGIN4.SAMPLE_KEY2: SAMPLE_VALUE logstash 8.4.0 Logstash installation source (e.g. Ignored unless api.auth.type is set to basic. logstash.yml file. Where to find custom plugins. How can I solve it? Please open a new issue. What are the advantages of running a power tool on 240 V vs 120 V? How often in seconds Logstash checks the config files for changes. I made some changes to my conf files, looks like a miss configuration on the extraction file was causing logstash to crash. Have a question about this project? The Logstash defaults are chosen to provide fast, safe performance for most rev2023.5.1.43405. i5 and i7 machine has RAM 8 Gb and 16 Gb respectively, and had free memory (before running the logstash) of ~2.5-3Gb and ~9Gb respectively. The size of the page data files used when persistent queues are enabled (queue.type: persisted). (-w) as a first attempt to improve performance. After each pipeline execution, it looks like Logstash doesn't release memory. I will see if I can match the ES logs with Logstash at the time of crash next time it goes down. value as a default if not overridden by pipeline.workers in pipelines.yml or privacy statement. Logstash can only consume and produce data as fast as its input and output destinations can! java.lang.OutOfMemoryError: Java heap space Thanks for the quick response ! There will be ignorance of the values specified inside the logstash.yml file for defining the modules if the usage of modules is the command line flag for modules. Its upper bound is defined by pipeline.workers (default: number of CPUs) times the pipeline.batch.size (default: 125) events. You can check for this issue Why the obscure but specific description of Jane Doe II in the original complaint for Westenbroek v. Kappa Kappa Gamma Fraternity? Var.PLUGIN_TYPE2.SAMPLE_PLUGIN1.SAMPLE_KEY2: SAMPLE_VALUE. How to handle multiple heterogeneous inputs with Logstash? Look for other applications that use large amounts of memory and may be causing Logstash to swap to disk. Maximum Java heap memory size. [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) Why are players required to record the moves in World Championship Classical games? [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) The number of milliseconds to wait while pipeline even batches creation for every event before the dispatch of the batch to the workers. This website or its third-party tools use cookies, which are necessary to its functioning and required to achieve the purposes illustrated in the cookie policy. Look for other applications that use large amounts of memory and may be causing Logstash to swap to disk. Instead, make one change I also posted my problem on stack overflow here and I got a solution. The notation used above of $NAME_OF_VARIABLE: value set to be by default is supported by logstash. Is "I didn't think it was serious" usually a good defence against "duty to rescue"? You can use these troubleshooting tips to quickly diagnose and resolve Logstash performance problems. https://www.elastic.co/guide/en/logstash/master/performance-troubleshooting.html, When AI meets IP: Can artists sue AI imitators? @humpalum can you post the output section of your config? By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. One of my .conf files. multiple paths. You can specify settings in hierarchical form or use flat keys. Specify memory for legacy in-memory based queuing, or persisted for disk-based ACKed queueing (persistent queues). Consider using persistent queues to avoid these limitations. This setting is ignored unless api.ssl.enabled is set to true. Hello, I'm using 5GB of ram in my container, with 2 conf files in /pipeline for two extractions and logstash with the following options: environment: LS_JAVA_OPTS: "-Xmx1g -Xms1g" And logstash is c. stages of the pipeline. If enabled Logstash will create a different log file for each pipeline, You can make more accurate measurements of the JVM heap by using either the, Begin by scaling up the number of pipeline workers by using the. Examining the in-depth GC statistics with a tool similar to the excellent VisualGC plugin shows that the over-allocated VM spends very little time in the efficient Eden GC, compared to the time spent in the more resource-intensive Old Gen Full GCs. Persistent queues are bound to allocated capacity on disk. The recommended heap size for typical ingestion scenarios should be no Set to basic to require HTTP Basic auth on the API using the credentials supplied with api.auth.basic.username and api.auth.basic.password. \" becomes a literal double quotation mark. The problem came from the high value of batch size. . setting with log.level: debug, Logstash will log the combined config file, annotating Folder's list view has different sized fonts in different folders. It should meet default password policy which requires non-empty minimum 8 char string that includes a digit, upper case letter and lower case letter. Let us consider a sample example of how we can specify settings in flat keys format , Pipeline.batch.delay :65 this setting makes it more difficult to troubleshoot performance problems Open the configuration file of logstash named logstash.yml that is by default located in path etc/logstash. The Monitor pane in particular is useful for checking whether your heap allocation is sufficient for the current workload. But still terminates with an out of memory exception. I am trying to upload files of about 13 GB into elastic search using logstash 5 Logstash is caching field names and if your events have a lot of unique field names, it will cause out of memory errors like in my attached graphs. The password to require for HTTP Basic auth. Network saturation can happen if youre using inputs/outputs that perform a lot of network operations. Setting your environment may help to disambiguate between similarly-named nodes in production vs test environments. The resulte of this request is the input of the pipeline. What should I do to identify the source of the problem? 2023 - EDUCBA. Path: These values can be configured in logstash.yml and pipelines.yml. [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) CPU utilization can increase unnecessarily if the heap size is too low, resulting in the JVM constantly garbage collecting. \t becomes a literal tab (ASCII 9). For example, to use hierarchical form to set the pipeline batch size and batch delay, you specify: pipeline: batch: size: 125 delay: 50 And docker-compose exec free -m after Logstash crashes? It caused heap overwhelming. Making statements based on opinion; back them up with references or personal experience. Is "I didn't think it was serious" usually a good defence against "duty to rescue"? When set to true, shows the fully compiled configuration as a debug log message. Measure each change to make sure it increases, rather than decreases, performance. without overwhelming outputs like Elasticsearch. The two pipelines do the same, the only difference is the curl request that is made. By closing this banner, scrolling this page, clicking a link or continuing to browse otherwise, you agree to our Privacy Policy, Explore 1000+ varieties of Mock tests View more, By continuing above step, you agree to our. Note that the ${VAR_NAME:default_value} notation is supported, setting a default batch delay Lot of memory available and still crashed. the config file. Any subsequent errors are not retried. Entries will be dropped if they You may need to increase JVM heap space in the jvm.options config file. To avoid this behavior, try using the other output options, or consider having forwarded logs use a separate Logstash pipeline. After each pipeline execution, it looks like Logstash doesn't release memory. Beat stops processing events after OOM but keeps running. Got it as well before setup to 1GB and after OOM i increased to 2GB, got OOM as well after week. In the case of the Elasticsearch output, this setting corresponds to the batch size. users. [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) Ignored unless api.auth.type is set to basic. correctness with this setting. and NAME is the name of the plugin. When set to warn, allow illegal value assignment to the reserved tags field. Basically, it executes a .sh script containing a curl request. Passing negative parameters to a wolframscript. This value will be moved to _tags and a _tagsparsefailure tag is added to indicate the illegal operation. The maximum size of each dead letter queue. Could a subterranean river or aquifer generate enough continuous momentum to power a waterwheel for the purpose of producing electricity? The recommended heap size for typical ingestion scenarios should be no less than 4GB and no more than 8GB. Thats huge considering that you have only 7 GB of RAM given to Logstash. What differentiates living as mere roommates from living in a marriage-like relationship? Make sure you did not set resource limits (using Docker) on the Logstash container, make sure none of the custom plugins you may have installed is a memory hog. Here is the error I see in the logs. logstash 1 80.2 9.9 3628688 504052 ? Pipeline Control. Is it safe to publish research papers in cooperation with Russian academics? Doing so requires both api.ssl.keystore.path and api.ssl.keystore.password to be set. Could it be an problem with Elasticsearch cant index something, logstash recognizing this and duns out of Memory after some time? \r becomes a literal carriage return (ASCII 13). @Sevy You're welcome, glad I could help you! Do not increase the heap size past the amount of physical memory. Specify queue.checkpoint.acks: 0 to set this value to unlimited. click on "UPLOAD DE FICHEIROS" or drag and drop. We can create the config file simply by specifying the input and output inside which we can define the standard input output of the customized ones from the elasticsearch and host value specification. I'll check it out. Have a question about this project? Make sure youve read the Performance Troubleshooting before modifying these options. Plugins are expected to be in a specific directory hierarchy: Logstash wins out. It can be disabled, but features that rely on it will not work as intended. Sending Logstash's logs to /home/geri/logstash-5.1.1/logs which is now configured via log4j2.properties The 'new issue template' instructs you to post details - please give us as much content as you can, it will help us to help you. 566), Improving the copy in the close modal and post notices - 2023 edition, New blog post from our CEO Prashanth: Community is the future of AI. [2018-04-02T16:14:47,537][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) Folder's list view has different sized fonts in different folders. If CPU usage is high, skip forward to the section about checking the JVM heap and then read the section about tuning Logstash worker settings. When set to true, quoted strings will process the following escape sequences: \n becomes a literal newline (ASCII 10). at io.netty.util.internal.PlatformDependent.allocateDirectNoCleaner(PlatformDependent.java:594) ~[netty-all-4.1.18.Final.jar:4.1.18.Final]. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. before attempting to execute its filters and outputs. As a general guideline for most installations, dont exceed 50-75% of physical memory. Find centralized, trusted content and collaborate around the technologies you use most. Possible values are: This option allows the early opt-in (or preemptive opt-out) of ECS compatibility modes in plugins, as a service/service manager: systemd, upstart, etc. The more memory you have, User without create permission can create a custom object from Managed package using Custom Rest API. [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) Thats huge considering that you have only 7 GB of RAM given to Logstash. Which was the first Sci-Fi story to predict obnoxious "robo calls"? but we should be careful because of increased memory overhead and eventually the OOM crashes. On Linux/Unix, you can run. Logstash requires Java 8 or Java 11 to run so we will start the process of setting up Logstash with: sudo apt-get install default-jre Verify java is installed: java -version openjdk version "1.8.0_191" OpenJDK Runtime Environment (build 1.8.0_191-8u191-b12-2ubuntu0.16.04.1-b12) OpenJDK 64-Bit Server VM (build 25.191-b12, mixed mode) Logstash is caching field names and if your events have a lot of unique field names, it will cause out of memory errors like in my attached graphs. Try starting only ES and Logstash, nothing else, and compare. Share Improve this answer Follow answered Jan 21, 2022 at 13:41 Casey 2,581 5 31 58 Add a comment Your Answer Post Your Answer This can happen if the total memory used by applications exceeds physical memory. We tested with the Logstash Redis output plugin running on the Logstash receiver instances using the following config: output { redis { batch => true data_type => "list" host =>. to your account. The recommended heap size for typical ingestion scenarios should be no less than 4GB and no more than 8GB. Btw to the docker-composer I also added a java application, but I don't think it's the root of the problem because every other component is working fine only logstash is crashing. What do you mean by "cleaned out"? The bind address for the HTTP API endpoint. Any suggestion to fix this? If both queue.max_events and queue.max_bytes are specified, Logstash uses whichever criteria is reached first. Logs used in following scenarios were same and had size of ~1Gb. logstash-plugins/logstash-input-beats#309. Please explain me how logstash works with memory and events. Path.config: /Users/Program Files/logstah/sample-educba-pipeline/*.conf, Execution of the above command gives the following output . Can someone please help ?? Thanks in advance. Instead, it depends on how you have Logstash tuned. Hi, This feature is in technical preview and may change in the future. I have a Logstash 7.6.2 docker that stops running because of memory leak. following suggestions: When tuning Logstash you may have to adjust the heap size. "Signpost" puzzle from Tatham's collection. I run logshat 2.2.2 and logstash-input-lumberjack (2.0.5) plugin and have only 1 source of logs so far (1 vhost in apache) and getting OOM error as well. You may be tempted to jump ahead and change settings like pipeline.workers Name: node_ ${LS_NAME_OF_NODE}. Why does the narrative change back and forth between "Isabella" and "Mrs. John Knightley" to refer to Emma's sister? Modules may also be specified in the logstash.yml file. can you try uploading to https://zi2q7c.s.cld.pt ? We also recommend reading Debugging Java Performance. ERROR StatusLogger No log4j2 configuration file found. Its location varies by platform (see Logstash Directory Layout ). Var.PLUGIN_TYPE4.SAMPLE_PLUGIN5.SAMPLE_KEY4: SAMPLE_VALUE Update your question with your full pipeline configuration, the input, filters and output. which settings are you using in es output? Asking for help, clarification, or responding to other answers. [2018-07-19T20:44:59,456][ERROR][org.logstash.Logstash ] java.lang.OutOfMemoryError: Java heap space. Should I increase the memory some more? to your account. Furthermore, you have an additional pipeline with the same batch size of 10 million events. With 1 logstash.conf file it worked fine, don't know how much resources are needed for the 2nd pipeline. By clicking Sign up for GitHub, you agree to our terms of service and Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Is there anything else i can provide to help find the Bug? What are the advantages of running a power tool on 240 V vs 120 V? Logstash Directory Layout). This topic was automatically closed 28 days after the last reply. Well occasionally send you account related emails. Has anyone been diagnosed with PTSD and been able to get a first class medical? As a general guideline for most We added some data to the JSON records and now the heap memory goes up and gradually falls apart after one hour of ingesting. I have the same problem. If Logstash experiences a temporary machine failure, the contents of the memory queue will be lost. Set the minimum (Xms) and maximum (Xmx) heap allocation size to the same Can I use the spell Immovable Object to create a castle which floats above the clouds? Further, you can run it by executing the command of, where -f is for the configuration file that results in the following output . But in debug mode, I see in the logs all the entries that went to elasticsearch and I dont see them being cleaned out. Whether to load the plugins of java to independently running class loaders for the segregation of the dependency or not. Which reverse polarity protection is better and why? Specify -w for full OutOfMemoryError stack trace Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. Please try to upgrade to the latest beats input: @jakelandis Excellent suggestion, now the logstash runs for longer times. Find centralized, trusted content and collaborate around the technologies you use most. Logstash pipeline configuration is the setting about the details of each pipeline we will have in logstash in the file named logstash.yml. Not the answer you're looking for? (Logstash 6.4.3). This mechanism helps Logstash control the rate of data flow at the input stage Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. Larger batch sizes are generally more efficient, but come at the cost of increased memory overhead. There are various settings inside the logstash.yml file that we can set related to pipeline configuration for defining its behavior and working. Thanks for contributing an answer to Stack Overflow! This setting uses the Thanks for contributing an answer to Stack Overflow! Var.PLUGIN_TYPE1.SAMPLE_PLUGIN1.SAMPLE_KEY1: SAMPLE_VALUE I uploaded the rest in a file in my github there. Interpreting non-statistically significant results: Do we have "no evidence" or "insufficient evidence" to reject the null? If you read this issue you will see that the fault was in the elasticsearch output and was fixed to the original poster's satisfaction in plugin v2.5.3. @humpalum thank you! [2018-04-02T16:14:47,537][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720). If you need to absorb bursts of traffic, consider using persistent queues instead. Treatments are made. Logstash pulls everything from db without a problem but when I turn on a shipper this message will show up: Logstash startup completed Error: Your application used more memory than the safety cap of 500M. ', referring to the nuclear power plant in Ignalina, mean? Larger batch sizes are generally more efficient, but come at the cost of increased memory Look for other applications that use large amounts of memory and may be causing Logstash to swap to disk. Shown as byte: logstash.jvm.mem.heap_used_in_bytes (gauge) Total Java heap memory used. This is a workaround for failed checkpoint writes that have been seen only on Windows platform, filesystems with non-standard behavior such as SANs and is not recommended except in those specific circumstances. Valid options are: Sets the pipelines default value for ecs_compatibility, a setting that is available to plugins that implement an ECS compatibility mode for use with the Elastic Common Schema. The queue data consists of append-only data files separated into pages. xcolor: How to get the complementary color, What are the arguments for/against anonymous authorship of the Gospels. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Already on GitHub? After each pipeline execution, it looks like Logstash doesn't release memory. Size: ${BATCH_SIZE} process. The directory path where the data files will be stored when persistent queues are enabled (queue.type: persisted). While these have helped, it just delays the time until the memory issues start to occur. built from source, with a package manager: DEB/RPM, expanded from tar or zip archive, docker) From source How is Logstash being run (e.g.

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logstash pipeline out of memory

logstash pipeline out of memory

logstash pipeline out of memory