[{"data":1,"prerenderedAt":968},["ShallowReactive",2],{"post-\u002Fwhat-is-graylog-a-powerful-tool-for-collecting-indexing-and-analyzing-log-data":3},{"page":4,"translation":845,"nav":847,"related":960,"random":961},{"id":5,"title":6,"body":7,"categories":824,"category":826,"date":827,"description":828,"draft":829,"extension":830,"image":831,"kind":826,"lang":832,"meta":833,"navigation":139,"path":834,"readingTime":143,"seo":835,"slug":836,"stem":836,"tags":837,"translationKey":843,"type":825,"updated":826,"__hash__":844},"posts\u002Fwhat-is-graylog-a-powerful-tool-for-collecting-indexing-and-analyzing-log-data.md","What is Graylog? A Powerful Tool for Collecting, Indexing, and Analyzing Log Data",{"type":8,"value":9,"toc":811},"minimark",[10,19,58,61,66,74,77,79,83,93,108,569,574,581,617,630,632,636,725,727,731,735,738,742,745,749,763,765,769,797,802,807],[11,12,13,14,18],"p",{},"In modern distributed software architectures, troubleshooting issues across multiple servers, microservices, and databases can be a nightmare without central log aggregation. This is where ",[15,16,17],"strong",{},"Graylog"," comes in.",[20,21,22,28],"blockquote",{},[11,23,24,25],{},"💡 ",[15,26,27],{},"TL;DR (Quick Summary):",[29,30,31,38,52],"ul",{},[32,33,34,37],"li",{},[15,35,36],{},"What is Graylog?"," An open-source log management platform designed to collect, index, parse, and analyze massive volumes of structured and unstructured log data in real-time.",[32,39,40,43,44,47,48,51],{},[15,41,42],{},"Under the Hood:"," It relies on ",[15,45,46],{},"MongoDB"," (for storing configuration metadata) and ",[15,49,50],{},"OpenSearch"," (or Elasticsearch, for storing and indexing the actual log messages).",[32,53,54,57],{},[15,55,56],{},"When to Use:"," Ideal for centralized logging, security monitoring (SIEM\u002Fcompliance), application troubleshooting, and generating alerts when specific thresholds are breached.",[59,60],"hr",{},[62,63,65],"h2",{"id":64},"why-centralized-logging-is-necessary","Why Centralized Logging is Necessary",[11,67,68,69,73],{},"If you are running a monolithic application on a single server, tailing local log files (",[70,71,72],"code",{},"tail -f \u002Fvar\u002Flog\u002Fnginx\u002Faccess.log",") might be sufficient. However, as soon as you transition to a multi-node cluster, containerized environments (like Docker\u002FKubernetes), or microservices, searching logs individually becomes impossible.",[11,75,76],{},"Centralized logging solutions collect logs from all instances, parse them into structured formats (like JSON or GELF), index them, and expose them through a unified dashboard.",[59,78],{},[62,80,82],{"id":81},"modern-graylog-architecture-docker-compose","Modern Graylog Architecture (Docker Compose)",[11,84,85,86,88,89,92],{},"Graylog 5.x+ has shifted towards ",[15,87,50],{}," as its primary search and indexing engine, alongside traditional ",[15,90,91],{},"Elasticsearch"," (7.10.x).",[11,94,95,96,99,100,103,104,107],{},"Below is a production-ready, local-development-friendly ",[70,97,98],{},"docker-compose.yml"," file to get Graylog up and running with ",[15,101,102],{},"MongoDB 5.0"," and ",[15,105,106],{},"OpenSearch 2.x",".",[109,110,115],"pre",{"className":111,"code":112,"language":113,"meta":114,"style":114},"language-yaml shiki shiki-themes github-light github-dark","version: '3.8'\n\nservices:\n  mongodb:\n    image: mongo:5.0\n    container_name: graylog-mongodb\n    volumes:\n      - mongodb_data:\u002Fdata\u002Fdb\n\n  opensearch:\n    image: opensearchproject\u002Fopensearch:2.11.0\n    container_name: graylog-opensearch\n    environment:\n      - OPENSEARCH_JAVA_OPTS=-Xms1g -Xmx1g\n      - bootstrap.memory_lock=true\n      - discovery.type=single-node\n      - plugins.security.disabled=true\n    ulimits:\n      memlock:\n        soft: -1\n        hard: -1\n      nofile:\n        soft: 65536\n        hard: 65536\n    volumes:\n      - opensearch_data:\u002Fusr\u002Fshare\u002Fopensearch\u002Fdata\n\n  graylog:\n    image: graylog\u002Fgraylog:5.2\n    container_name: graylog-server\n    environment:\n      # Generate a 96+ character random secret using: pwgen -N 1 -s 96\n      - GRAYLOG_PASSWORD_SECRET=some_very_long_password_secret_at_least_96_characters_long\n      # SHA-256 hash of your admin password (default 'admin' hash below)\n      - GRAYLOG_ROOT_PASSWORD_SHA2=8c6976e5b5410415bde908bd4dee15dfb167a9c873fc4bb8a81f6f2ab448a918\n      - GRAYLOG_HTTP_BIND_ADDRESS=0.0.0.0:9000\n      - GRAYLOG_ELASTICSEARCH_HOSTS=http:\u002F\u002Fopensearch:9200\n      - GRAYLOG_MONGODB_URI=mongodb:\u002F\u002Fmongodb:27017\u002Fgraylog\n    ports:\n      # Web Interface & REST API\n      - \"9000:9000\"\n      # GELF UDP Input\n      - \"12201:12201\u002Fudp\"\n      # Syslog UDP Input\n      - \"1514:1514\u002Fudp\"\n    volumes:\n      - graylog_data:\u002Fusr\u002Fshare\u002Fgraylog\u002Fdata\n    depends_on:\n      - mongodb\n      - opensearch\n\nvolumes:\n  mongodb_data:\n  opensearch_data:\n  graylog_data:\n","yaml","",[70,116,117,134,141,150,158,169,180,188,197,202,210,220,230,238,246,254,262,270,278,286,298,308,316,326,335,342,350,355,363,373,383,390,397,405,411,419,427,435,443,451,457,465,471,479,485,493,500,508,516,524,532,537,545,553,561],{"__ignoreMap":114},[118,119,122,126,130],"span",{"class":120,"line":121},"line",1,[118,123,125],{"class":124},"s9eBZ","version",[118,127,129],{"class":128},"sVt8B",": ",[118,131,133],{"class":132},"sZZnC","'3.8'\n",[118,135,137],{"class":120,"line":136},2,[118,138,140],{"emptyLinePlaceholder":139},true,"\n",[118,142,144,147],{"class":120,"line":143},3,[118,145,146],{"class":124},"services",[118,148,149],{"class":128},":\n",[118,151,153,156],{"class":120,"line":152},4,[118,154,155],{"class":124},"  mongodb",[118,157,149],{"class":128},[118,159,161,164,166],{"class":120,"line":160},5,[118,162,163],{"class":124},"    image",[118,165,129],{"class":128},[118,167,168],{"class":132},"mongo:5.0\n",[118,170,172,175,177],{"class":120,"line":171},6,[118,173,174],{"class":124},"    container_name",[118,176,129],{"class":128},[118,178,179],{"class":132},"graylog-mongodb\n",[118,181,183,186],{"class":120,"line":182},7,[118,184,185],{"class":124},"    volumes",[118,187,149],{"class":128},[118,189,191,194],{"class":120,"line":190},8,[118,192,193],{"class":128},"      - ",[118,195,196],{"class":132},"mongodb_data:\u002Fdata\u002Fdb\n",[118,198,200],{"class":120,"line":199},9,[118,201,140],{"emptyLinePlaceholder":139},[118,203,205,208],{"class":120,"line":204},10,[118,206,207],{"class":124},"  opensearch",[118,209,149],{"class":128},[118,211,213,215,217],{"class":120,"line":212},11,[118,214,163],{"class":124},[118,216,129],{"class":128},[118,218,219],{"class":132},"opensearchproject\u002Fopensearch:2.11.0\n",[118,221,223,225,227],{"class":120,"line":222},12,[118,224,174],{"class":124},[118,226,129],{"class":128},[118,228,229],{"class":132},"graylog-opensearch\n",[118,231,233,236],{"class":120,"line":232},13,[118,234,235],{"class":124},"    environment",[118,237,149],{"class":128},[118,239,241,243],{"class":120,"line":240},14,[118,242,193],{"class":128},[118,244,245],{"class":132},"OPENSEARCH_JAVA_OPTS=-Xms1g -Xmx1g\n",[118,247,249,251],{"class":120,"line":248},15,[118,250,193],{"class":128},[118,252,253],{"class":132},"bootstrap.memory_lock=true\n",[118,255,257,259],{"class":120,"line":256},16,[118,258,193],{"class":128},[118,260,261],{"class":132},"discovery.type=single-node\n",[118,263,265,267],{"class":120,"line":264},17,[118,266,193],{"class":128},[118,268,269],{"class":132},"plugins.security.disabled=true\n",[118,271,273,276],{"class":120,"line":272},18,[118,274,275],{"class":124},"    ulimits",[118,277,149],{"class":128},[118,279,281,284],{"class":120,"line":280},19,[118,282,283],{"class":124},"      memlock",[118,285,149],{"class":128},[118,287,289,292,294],{"class":120,"line":288},20,[118,290,291],{"class":124},"        soft",[118,293,129],{"class":128},[118,295,297],{"class":296},"sj4cs","-1\n",[118,299,301,304,306],{"class":120,"line":300},21,[118,302,303],{"class":124},"        hard",[118,305,129],{"class":128},[118,307,297],{"class":296},[118,309,311,314],{"class":120,"line":310},22,[118,312,313],{"class":124},"      nofile",[118,315,149],{"class":128},[118,317,319,321,323],{"class":120,"line":318},23,[118,320,291],{"class":124},[118,322,129],{"class":128},[118,324,325],{"class":296},"65536\n",[118,327,329,331,333],{"class":120,"line":328},24,[118,330,303],{"class":124},[118,332,129],{"class":128},[118,334,325],{"class":296},[118,336,338,340],{"class":120,"line":337},25,[118,339,185],{"class":124},[118,341,149],{"class":128},[118,343,345,347],{"class":120,"line":344},26,[118,346,193],{"class":128},[118,348,349],{"class":132},"opensearch_data:\u002Fusr\u002Fshare\u002Fopensearch\u002Fdata\n",[118,351,353],{"class":120,"line":352},27,[118,354,140],{"emptyLinePlaceholder":139},[118,356,358,361],{"class":120,"line":357},28,[118,359,360],{"class":124},"  graylog",[118,362,149],{"class":128},[118,364,366,368,370],{"class":120,"line":365},29,[118,367,163],{"class":124},[118,369,129],{"class":128},[118,371,372],{"class":132},"graylog\u002Fgraylog:5.2\n",[118,374,376,378,380],{"class":120,"line":375},30,[118,377,174],{"class":124},[118,379,129],{"class":128},[118,381,382],{"class":132},"graylog-server\n",[118,384,386,388],{"class":120,"line":385},31,[118,387,235],{"class":124},[118,389,149],{"class":128},[118,391,393],{"class":120,"line":392},32,[118,394,396],{"class":395},"sJ8bj","      # Generate a 96+ character random secret using: pwgen -N 1 -s 96\n",[118,398,400,402],{"class":120,"line":399},33,[118,401,193],{"class":128},[118,403,404],{"class":132},"GRAYLOG_PASSWORD_SECRET=some_very_long_password_secret_at_least_96_characters_long\n",[118,406,408],{"class":120,"line":407},34,[118,409,410],{"class":395},"      # SHA-256 hash of your admin password (default 'admin' hash below)\n",[118,412,414,416],{"class":120,"line":413},35,[118,415,193],{"class":128},[118,417,418],{"class":132},"GRAYLOG_ROOT_PASSWORD_SHA2=8c6976e5b5410415bde908bd4dee15dfb167a9c873fc4bb8a81f6f2ab448a918\n",[118,420,422,424],{"class":120,"line":421},36,[118,423,193],{"class":128},[118,425,426],{"class":132},"GRAYLOG_HTTP_BIND_ADDRESS=0.0.0.0:9000\n",[118,428,430,432],{"class":120,"line":429},37,[118,431,193],{"class":128},[118,433,434],{"class":132},"GRAYLOG_ELASTICSEARCH_HOSTS=http:\u002F\u002Fopensearch:9200\n",[118,436,438,440],{"class":120,"line":437},38,[118,439,193],{"class":128},[118,441,442],{"class":132},"GRAYLOG_MONGODB_URI=mongodb:\u002F\u002Fmongodb:27017\u002Fgraylog\n",[118,444,446,449],{"class":120,"line":445},39,[118,447,448],{"class":124},"    ports",[118,450,149],{"class":128},[118,452,454],{"class":120,"line":453},40,[118,455,456],{"class":395},"      # Web Interface & REST API\n",[118,458,460,462],{"class":120,"line":459},41,[118,461,193],{"class":128},[118,463,464],{"class":132},"\"9000:9000\"\n",[118,466,468],{"class":120,"line":467},42,[118,469,470],{"class":395},"      # GELF UDP Input\n",[118,472,474,476],{"class":120,"line":473},43,[118,475,193],{"class":128},[118,477,478],{"class":132},"\"12201:12201\u002Fudp\"\n",[118,480,482],{"class":120,"line":481},44,[118,483,484],{"class":395},"      # Syslog UDP Input\n",[118,486,488,490],{"class":120,"line":487},45,[118,489,193],{"class":128},[118,491,492],{"class":132},"\"1514:1514\u002Fudp\"\n",[118,494,496,498],{"class":120,"line":495},46,[118,497,185],{"class":124},[118,499,149],{"class":128},[118,501,503,505],{"class":120,"line":502},47,[118,504,193],{"class":128},[118,506,507],{"class":132},"graylog_data:\u002Fusr\u002Fshare\u002Fgraylog\u002Fdata\n",[118,509,511,514],{"class":120,"line":510},48,[118,512,513],{"class":124},"    depends_on",[118,515,149],{"class":128},[118,517,519,521],{"class":120,"line":518},49,[118,520,193],{"class":128},[118,522,523],{"class":132},"mongodb\n",[118,525,527,529],{"class":120,"line":526},50,[118,528,193],{"class":128},[118,530,531],{"class":132},"opensearch\n",[118,533,535],{"class":120,"line":534},51,[118,536,140],{"emptyLinePlaceholder":139},[118,538,540,543],{"class":120,"line":539},52,[118,541,542],{"class":124},"volumes",[118,544,149],{"class":128},[118,546,548,551],{"class":120,"line":547},53,[118,549,550],{"class":124},"  mongodb_data",[118,552,149],{"class":128},[118,554,556,559],{"class":120,"line":555},54,[118,557,558],{"class":124},"  opensearch_data",[118,560,149],{"class":128},[118,562,564,567],{"class":120,"line":563},55,[118,565,566],{"class":124},"  graylog_data",[118,568,149],{"class":128},[570,571,573],"h3",{"id":572},"starting-the-stack","Starting the Stack",[11,575,576,577,580],{},"Ensure you have increased your system's ",[70,578,579],{},"vm.max_map_count"," (required for OpenSearch\u002FElasticsearch to run):",[109,582,586],{"className":583,"code":584,"language":585,"meta":114,"style":114},"language-bash shiki shiki-themes github-light github-dark","sudo sysctl -w vm.max_map_count=262144\ndocker-compose up -d\n","bash",[70,587,588,606],{"__ignoreMap":114},[118,589,590,594,597,600,603],{"class":120,"line":121},[118,591,593],{"class":592},"sScJk","sudo",[118,595,596],{"class":132}," sysctl",[118,598,599],{"class":296}," -w",[118,601,602],{"class":132}," vm.max_map_count=",[118,604,605],{"class":296},"262144\n",[118,607,608,611,614],{"class":120,"line":136},[118,609,610],{"class":592},"docker-compose",[118,612,613],{"class":132}," up",[118,615,616],{"class":296}," -d\n",[11,618,619,620,623,624,627,628,107],{},"You can access the web console at ",[70,621,622],{},"http:\u002F\u002Flocalhost:9000"," using the username ",[70,625,626],{},"admin"," and password ",[70,629,626],{},[59,631],{},[62,633,635],{"id":634},"log-analytics-tool-comparison","Log Analytics Tool Comparison",[637,638,639,658],"table",{},[640,641,642],"thead",{},[643,644,645,650,652,655],"tr",{},[646,647,649],"th",{"align":648},"left","Metric",[646,651,17],{"align":648},[646,653,654],{"align":648},"ELK Stack (Elasticsearch, Logstash, Kibana)",[646,656,657],{"align":648},"Grafana Loki",[659,660,661,678,694,709],"tbody",{},[643,662,663,669,672,675],{},[664,665,666],"td",{"align":648},[15,667,668],{},"Primary Focus",[664,670,671],{"align":648},"Out-of-the-box log management & alerting",[664,673,674],{"align":648},"General-purpose data search & visualization",[664,676,677],{"align":648},"Lightweight, cost-effective Prometheus-like logging",[643,679,680,685,688,691],{},[664,681,682],{"align":648},[15,683,684],{},"Parsing & Pipelines",[664,686,687],{"align":648},"Native GUI-driven inputs, streams, and pipelines",[664,689,690],{"align":648},"Complex Logstash pipelines (requires config files)",[664,692,693],{"align":648},"Promtail\u002FLogql pipeline stages",[643,695,696,701,704,706],{},[664,697,698],{"align":648},[15,699,700],{},"Storage Cost",[664,702,703],{"align":648},"High (indexes all fields)",[664,705,703],{"align":648},[664,707,708],{"align":648},"Low (indexes metadata labels only)",[643,710,711,716,719,722],{},[664,712,713],{"align":648},[15,714,715],{},"Alerting",[664,717,718],{"align":648},"Built-in native GUI alerting",[664,720,721],{"align":648},"Requires elastalert or Kibana gold\u002Fplatinum license",[664,723,724],{"align":648},"Grafana alerts",[59,726],{},[62,728,730],{"id":729},"frequently-asked-questions-faq","Frequently Asked Questions (FAQ)",[570,732,734],{"id":733},"what-is-gelf-graylog-extended-log-format","What is GELF (Graylog Extended Log Format)?",[11,736,737],{},"GELF is an open, JSON-based log format developed by Graylog to overcome the limitations of classic Syslog. It supports compressed payloads, structured key-value metadata, and prevents packet truncation by splitting messages.",[570,739,741],{"id":740},"can-i-run-graylog-on-a-low-resource-server","Can I run Graylog on a low-resource server?",[11,743,744],{},"OpenSearch\u002FElasticsearch are memory-heavy. We recommend a minimum of 4GB RAM for development, and 8GB+ RAM for stable production environments. For very lightweight systems, look into Grafana Loki instead.",[570,746,748],{"id":747},"what-is-the-difference-between-streams-and-pipelines","What is the difference between Streams and Pipelines?",[29,750,751,757],{},[32,752,753,756],{},[15,754,755],{},"Streams"," are used to route logs in real-time to specific folders or user groups based on simple rules (e.g., separating Nginx access logs from Laravel error logs).",[32,758,759,762],{},[15,760,761],{},"Pipelines"," are processing chains where you can write custom rules to modify, format, redact (e.g., hiding credit card numbers), or enrich (e.g., GeoIP lookup) log data before indexing.",[59,764],{},[62,766,768],{"id":767},"official-links-and-documentation","Official Links and Documentation",[29,770,771,783,790],{},[32,772,773],{},[774,775,782],"a",{"href":776,"rel":777,"target":781},"https:\u002F\u002Fgo2docs.graylog.org\u002Fcurrent\u002Fhome.htm",[778,779,780],"nofollow","noopener","noreferrer","_blank","Graylog Official Documentation",[32,784,785],{},[774,786,789],{"href":787,"rel":788,"target":781},"https:\u002F\u002Fopensearch.org\u002Fdocs\u002Flatest\u002F",[778,779,780],"OpenSearch Official Guide",[32,791,792],{},[774,793,796],{"href":794,"rel":795,"target":781},"https:\u002F\u002Fgo2docs.graylog.org\u002Fcurrent\u002Fusing_graylog\u002Fgelf.html",[778,779,780],"GELF Specification",[798,799,801],"h5",{"id":800},"changelog","Changelog",[29,803,804],{},[32,805,806],{},"2026-06-20: Modernized article with Graylog 5.x + OpenSearch 2.x Docker Compose configuration, comparison table, LLO formatting, and Turkish translation.",[808,809,810],"style",{},"html pre.shiki code .s9eBZ, html code.shiki .s9eBZ{--shiki-default:#22863A;--shiki-dark:#85E89D}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: 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