base on 100x Efficient Log Management than Splunk :rocket: Reduce your observability cost by 90% <p align="center"> <img src="https://github.com/siglens/siglens/assets/604069/7dab105b-2102-4a32-85c7-02fbb4604217" width="300"> </p> --- <div align="center"> [](https://github.com/siglens/siglens/actions/workflows/publish-prod-images.yml) [](https://goreportcard.com/report/github.com/siglens/siglens) [](https://pkg.go.dev/github.com/siglens/siglens) [](https://codecov.io/gh/siglens/siglens) </div> <div align="center"> [](https://twitter.com/SigLensHQ) [](https://www.siglens.com/blog/blog-rss.xml) [](https://www.linkedin.com/company/siglens-com) </div> English | [简体中文](README_ZH_CN.md) | [日本語](README_JA_JP.md) <p align="center"> <p align="left">Open Source Observability that is 💥💥 <b>100x</b> 💥💥 more efficient than Splunk </p> <p align="left"><b>Single binary</b> for Logs 🎯, Metrics 🎯 and Traces 🎯.</p> <p align="left">Cut down your Splunk bill by ⚡ ⚡ <b>90%</b> ⚡ ⚡ </p> </p> # Why SigLens: Our experience servicing 10,000+ engineers with Observability tools taught us a few things: - Developers have to jump through different tools for logs, metrics, traces - Splunk, DataDog, NewRelic are very expensive 💸 💸 💸 - ElasticSearch takes too many machines, cluster maintenance is hard 👩‍💻👩‍💻 - Grafana Loki has slow query performance 🐌🐌 Armed with decades of experience in monitoring domain, we set out to build a observability DB from the ground up, uniquely suited for logs, metrics and traces with **`zero`** external dependencies. A **`single binary`** that you can run on your laptop and process **`8 TB/day`**. <br /><br /> # Setup ## Installation ### &emsp; <a href="https://siglens.github.io/siglens-docs/installation/git" target="_blank">Git</a> &emsp; | &emsp; <a href="https://siglens.github.io/siglens-docs/installation/docker" target="_blank">Docker</a> &emsp;| &emsp; <a href="https://siglens.github.io/siglens-docs/installation/helm" target="_blank">Helm</a> ## Documentation ### &emsp; <a href="https://siglens.github.io/siglens-docs" target="_blank">Docs</a> &emsp; # Differentiators ### SigLens v/s Splunk,Elastic,Loki Check out this <a href="https://www.siglens.com/blog/petabyte-of-observability-data.html" target="_blank">blog</a> where SigLens ingested data at 1 PB/day rate for 24 hours on a mere `32 EC2 instances` compared to `3000 EC2 instances` required for Splunk, Elastic, Grafana Loki ### SigLens v/s Elasticsearch Check out this <a href="https://www.siglens.com/blog/siglens-1025x-faster-than-elasticsearch" target="_blank">blog</a> where SigLens is **`1025x`** Faster than Elasticsearch 🚀🚀 ### SigLens v/s ClickHouse Check out this <a href="https://www.siglens.com/blog/siglens-54x-faster-than-clickhouse.html" target="_blank">blog</a> where SigLens is **`54x`** Faster than ClickHouse 🚀🚀 <br /> # Features: 1. Multiple Ingestion formats: Open Telemetry, Elastic, Splunk HEC, Loki 2. Multiple Query Languages: Splunk SPL, SQL and Loki LogQL 3. Simple architecture, easy to get started. ## Join our Community Have questions, ask them in our community <a href="https://www.siglens.com/slack" target="_blank">Slack</a> 👋 <br /> # Contributing Please read [CONTRIBUTING.md](CONTRIBUTING.md) to get started with making contributions to SigLens. # How-Tos #### Searching Logs  #### Tracing  #### Creating Dashboards  #### Creating Alerts  #### Live Tail  #### Minion Searches  ## Code of Conduct Please review our [code of conduct](https://github.com/siglens/siglens?tab=coc-ov-file#siglens-code-of-conduct) before contributing. ## Thanks to all contributors for their efforts <a href="https://github.com/siglens/siglens/graphs/contributors" target="_blank"> <img src="https://contrib.rocks/image?repo=siglens/siglens" /> </a> ", Assign "at most 3 tags" to the expected json: {"id":"5608","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"