base on QuestDB is a high performance, open-source, time-series database <div align="center"> <a href="https://questdb.io/" target="blank"><img alt="QuestDB Logo" src="https://questdb.io/img/questdb-logo-themed.svg" width="305px"/></a> </div> <p>&nbsp;</p> <p align="center"> <a href="#contribute"> <img src="https://img.shields.io/github/contributors/questdb/questdb" alt="QuestDB open source contributors"/> </a> </p> <p align="center"> English | <a href="./i18n/README.zh-cn.md">简体中文</a> | <a href="./i18n/README.zh-hk.md">繁體中文</a> | <a href="./i18n/README.ar-dz.md">العربية</a> | <a href="./i18n/README.it-it.md">Italiano</a> | <a href="./i18n/README.ua-ua.md">Українська</a> | <a href="./i18n/README.es-es.md">Español</a> | <a href="./i18n/README.pt.md">Português</a> | <a href="./i18n/README.ja-ja.md">日本語</a> | <a href="./i18n/README.tr-tr.md">Türkçe</a> | <a href="./i18n/README.hn-in.md">हिंदी</a> | <a href="./i18n/README.vi-vn.md">Tiếng Việt</a> </p> --- QuestDB is the fastest growing open-source time-series database offering **blazingly fast, high throughput ingestion** and **dynamic, low-latency SQL queries**. The entire high-performance codebase is built from the ground up in Java, C++ and Rust with no dependencies and zero garbage collection. We achieve high performance via a column-oriented storage model, parallelized vector execution, SIMD instructions, and low-latency techniques. In addition, QuestDB is hardware efficient, with quick setup and operational efficiency. QuestDB implements ANSI SQL with native time-series SQL extensions. These SQL extensions make it simple to analyze, filter and downsample data, or to correlate data from multiple sources using relational and time-series joins. > Ready to go? Jump to the > [Get started](#get-started) section. <p>&nbsp;</p> <div align="center"> <a href="https://demo.questdb.io/"> <img alt="QuestDB Web Console showing a SQL statement and query result" src="https://raw.githubusercontent.com/questdb/questdb/master/.github/console.png" width="900" /> </a> <p><em>QuestDB Web Console - click to launch demo</em></p> </div> <p>&nbsp;</p> ## Benefits of QuestDB QuestDB excels with: - financial market data - IoT sensors with high data cardinality - real-time dashboards Feature highlights include: - SQL with powerful, SIMD-optimized time-series extensions - High-speed ingestion via the InfluxDB Line Protocol - Strong and efficient performance on limited hardware - Columnar storage format (native or [Apache Parquet](https://questdb.io/glossary/apache-parquet/)), partitioned and ordered by time - Responsive and intuitive Web Console for query and data management, with error handling - Excellent performance with [high data cardinality](https://questdb.io/glossary/high-cardinality/) - see [benchmarks](#questdb-performance-vs-other-oss-databases) And why use a time-series database? Beyond performance and efficiency, with a specialized [time-series database](https://questdb.io/glossary/time-series-database/), you don't need to worry about: - out-of-order data - duplicates - exactly one semantics - streaming data (low latency) - high volumes of concurrent requests - volatile and "bursty" data - adding new columns - change schema "on the fly" while streaming data ## Try QuestDB, demo and dashboards The [live, public demo](https://demo.questdb.io/) is provisioned with the latest QuestDB release and sample datasets: - Trips: 10 years of NYC taxi trips with 1.6 billion rows - Trades: live crypto market data with 30M+ rows per month - Pos: geolocations of 250k unique ships over time Use example queries or write your own! _The public demo queries over 1.6BN rows and uses a `r6a.12xlarge` 48 vCPU and 348GB RAM instance._ | Query | Execution time | |-------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | `SELECT sum(double) FROM trips` | [0.15 secs](<https://demo.questdb.io/?query=SELECT%20sum(trip_distance)%20FROM%20trips;&executeQuery=true>) | | `SELECT sum(double), avg(double) FROM trips` | [0.5 secs](<https://demo.questdb.io/?query=SELECT%20sum(fare_amount),%20avg(fare_amount)%20FROM%20trips;&executeQuery=true>) | | `SELECT avg(double) FROM trips WHERE time in '2019'` | [0.02 secs](<https://demo.questdb.io/?query=SELECT%20avg(trip_distance)%20FROM%20trips%20WHERE%20pickup_datetime%20IN%20%272019%27;&executeQuery=true>) | | `SELECT time, avg(double) FROM trips WHERE time in '2019-01-01' SAMPLE BY 1h` | [0.01 secs](<https://demo.questdb.io/?query=SELECT%20pickup_datetime,%20avg(trip_distance)%20FROM%20trips%20WHERE%20pickup_datetime%20IN%20%272019-01-01%27%20SAMPLE%20BY%201h;&executeQuery=true>) | | `SELECT * FROM trades LATEST ON timestamp PARTITION BY symbol` | [0.00025 secs](https://demo.questdb.io/?query=SELECT%20*%20FROM%20trades%20LATEST%20ON%20timestamp%20PARTITION%20BY%20symbol;&executeQuery=true) | We also have some public, real-time demo dashboards using our [Grafana-native](https://questdb.io/docs/third-party-tools/grafana/) plugin: - [Real-time crypto trades:](https://questdb.io/dashboards/crypto/) executed trades on OKX from more than 20 assets in real time - [NYC taxi geolocation data:](https://questdb.io/dashboards/taxi/) real-time replay of 146,393,317 taxi rides across New York City in 2016 ### QuestDB performance vs. other oss databases QuestDB performs very well in performance benchmarks compared to alternatives. For deep dives into internals and performance, see the following blog posts: - [QuestDB vs InfluxDB](https://questdb.io/blog/2024/02/26/questdb-versus-influxdb/) - [QuestDB vs TimescaleDB](https://questdb.io/blog/timescaledb-vs-questdb-comparison/) - [QuestDB vs MongoDB](https://questdb.io/blog/mongodb-time-series-benchmark-review/) As always, we encourage you to run your own benchmarks. <div align="center"> <img alt="A chart comparing the ingestion rate of QuestDB, InfluxDB and TimescaleDB." src=".github/readme-benchmark.png" width="600"/> </div> ## Get started Use [Docker](https://www.docker.com/) to start quickly: ```bash docker run -p 9000:9000 -p 9009:9009 -p 8812:8812 questdb/questdb ``` Or macOS users can use Homebrew: ```bash brew install questdb brew services start questdb ``` ```bash questdb start questdb stop ``` Alternatively, to kickoff the full onboarding journey, start with our concise [quick start guide](https://questdb.io/docs/quick-start/). ### First-party ingestion clients QuestDB clients for ingesting data via the InfluxDB Line Protocol: - [Python](https://questdb.io/docs/clients/ingest-python/) - [.NET](https://questdb.io/docs/clients/ingest-dotnet/) - [C/C++](https://questdb.io/docs/clients/ingest-c-and-cpp/) - [Go](https://questdb.io/docs/clients/ingest-go/) - [Java](https://questdb.io/docs/clients/java_ilp/) - [NodeJS](https://questdb.io/docs/clients/ingest-node/) - [Rust](https://questdb.io/docs/clients/ingest-rust/) ### Connect to QuestDB Interact with QuestDB and your data via the following interfaces: - [Web Console](https://questdb.io/docs/web-console/) for an interactive SQL editor and CSV import on port `9000` - [InfluxDB Line Protocol](https://questdb.io/docs/reference/api/ilp/overview/) for streaming ingestion on port `9000` - [PostgreSQL Wire Protocol](https://questdb.io/docs/reference/api/postgres/) for programmatic queries on port `8812` - [REST API](https://questdb.io/docs/reference/api/rest/) for CSV import and cURL on port `9000` ### Popular third-party tools Popular tools that integrate with QuestDB include: - [Apache Kafka](https://questdb.io/docs/third-party-tools/kafka/questdb-kafka/) - [Grafana](https://questdb.io/docs/third-party-tools/grafana/) - [Superset](https://questdb.io/docs/third-party-tools/superset/) - [Telegraf](https://questdb.io/docs/third-party-tools/telegraf/) - [Apache Flink](https://questdb.io/docs/third-party-tools/flink/) - [qStudio](https://questdb.io/docs/third-party-tools/qstudio/) - [MindsDB](https://questdb.io/docs/third-party-tools/mindsdb/) ### End-to-end code scaffolds From streaming ingestion to visualization with Grafana, start with code scaffolds in from our [quickstart repository](https://github.com/questdb/questdb-quickstart). ### Configure QuestDB for production workloads Find our [capacity planning](https://questdb.io/docs/deployment/capacity-planning/) to fine-tune QuestDB for production workloads. ### QuestDB Enterprise For secure operation at greater scale or within larger organizations. Additional features include: - multi-primary ingestion - read replica(s) - cold storage integration - role-based access control - TLS encryption - native querying of Parquet files via object storage - support SLAs, enhanced monitoring and more Visit the [Enterprise page](https://questdb.io/enterprise/) for further details and contact information. ## Additional resources ### 📚 Read the docs - [QuestDB documentation:](https://questdb.io/docs/) begin the journey - [Product roadmap:](https://github.com/orgs/questdb/projects/1/views/5) check out our plan for upcoming releases - [Tutorials:](https://questdb.io/tutorial/) learn what's possible with QuestDB, step by step ### ❓ Get support - [Community Discourse forum:](https://community.questdb.io/) join technical discussions, ask questions, and meet other users! - [Public Slack:](https://slack.questdb.io/) chat with the QuestDB team and community members - [GitHub issues:](https://github.com/questdb/questdb/issues) report bugs or issues with QuestDB - [Stack Overflow:](https://stackoverflow.com/questions/tagged/questdb) look for common troubleshooting solutions ### 🚢 Deploy QuestDB - [AWS AMI](https://questdb.io/docs/guides/aws-official-ami) - [Google Cloud Platform](https://questdb.io/docs/guides/google-cloud-platform) - [Official Docker image](https://questdb.io/docs/get-started/docker) - [DigitalOcean droplets](https://questdb.io/docs/guides/digitalocean) - [Kubernetes Helm charts](https://questdb.io/docs/guides/kubernetes) ## Contribute Contributions welcome! We appreciate: - source code - documentation (see our [documentation repository](https://github.com/questdb/documentation)) - bug reports - feature requests or feedback. To get started with contributing: - Have a look through GitHub issues labelled "[Good first issue](https://github.com/questdb/questdb/issues?q=is%3Aissue+is%3Aopen+label%3A%22Good+first+issue%22)" - For Hacktoberfest, see the relevant [labelled issues](https://github.com/questdb/questdb/issues?q=is%3Aissue+is%3Aopen+label%3Ahacktoberfest) - Read the [contribution guide](https://github.com/questdb/questdb/blob/master/CONTRIBUTING.md) - For details on building QuestDB, see the [build instructions](https://github.com/questdb/questdb/blob/master/core/README.md) - [Create a fork](https://docs.github.com/en/github/getting-started-with-github/fork-a-repo) of QuestDB and submit a pull request with your proposed changes - Stuck? Join our [public Slack](https://slack.questdb.io/) for assistance ✨ As a sign of our gratitude, we send **[QuestDB swag](https://questdb.io/community)** to our contributors! A big thanks goes to the following wonderful people who have contributed to QuestDB [emoji key](https://allcontributors.org/docs/en/emoji-key): <!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/clickingbuttons"><img src="https://avatars1.githubusercontent.com/u/43246297?v=4" width="100px;" alt=""/><br />_{<b>clickingbuttons</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=clickingbuttons" title="Code">💻</a> <a href="#ideas-clickingbuttons" title="Ideas, Planning, & Feedback">🤔</a> <a href="#userTesting-clickingbuttons" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ideoma"><img src="https://avatars0.githubusercontent.com/u/2159629?v=4" width="100px;" alt=""/><br />_{<b>ideoma</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=ideoma" title="Code">💻</a> <a href="#userTesting-ideoma" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/commits?author=ideoma" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tonytamwk"><img src="https://avatars2.githubusercontent.com/u/20872271?v=4" width="100px;" alt=""/><br />_{<b>tonytamwk</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=tonytamwk" title="Code">💻</a> <a href="#userTesting-tonytamwk" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="http://sirinath.com/"><img src="https://avatars2.githubusercontent.com/u/637415?v=4" width="100px;" alt=""/><br />_{<b>sirinath</b>}</a><br /><a href="#ideas-sirinath" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/suhorukov"><img src="https://avatars1.githubusercontent.com/u/10332206?v=4" width="100px;" alt=""/><br />_{<b>igor-suhorukov</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=igor-suhorukov" title="Code">💻</a> <a href="#ideas-igor-suhorukov" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mick2004"><img src="https://avatars1.githubusercontent.com/u/2042132?v=4" width="100px;" alt=""/><br />_{<b>mick2004</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=mick2004" title="Code">💻</a> <a href="#platform-mick2004" title="Packaging/porting to new platform">📦</a></td> <td align="center" valign="top" width="14.28%"><a href="https://rawkode.com"><img src="https://avatars3.githubusercontent.com/u/145816?v=4" width="100px;" alt=""/><br />_{<b>rawkode</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=rawkode" title="Code">💻</a> <a href="#infra-rawkode" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://solidnerd.dev"><img src="https://avatars0.githubusercontent.com/u/886383?v=4" width="100px;" alt=""/><br />_{<b>solidnerd</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=solidnerd" title="Code">💻</a> <a href="#infra-solidnerd" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://solanav.github.io"><img src="https://avatars1.githubusercontent.com/u/32469597?v=4" width="100px;" alt=""/><br />_{<b>solanav</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=solanav" title="Code">💻</a> <a href="https://github.com/questdb/questdb/commits?author=solanav" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://shantanoo-desai.github.io"><img src="https://avatars1.githubusercontent.com/u/12070966?v=4" width="100px;" alt=""/><br />_{<b>shantanoo-desai</b>}</a><br /><a href="#blog-shantanoo-desai" title="Blogposts">📝</a> <a href="#example-shantanoo-desai" title="Examples">💡</a></td> <td align="center" valign="top" width="14.28%"><a href="http://alexprut.com"><img src="https://avatars2.githubusercontent.com/u/1648497?v=4" width="100px;" alt=""/><br />_{<b>alexprut</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=alexprut" title="Code">💻</a> <a href="#maintenance-alexprut" title="Maintenance">🚧</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/lbowman"><img src="https://avatars1.githubusercontent.com/u/1477427?v=4" width="100px;" alt=""/><br />_{<b>lbowman</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=lbowman" title="Code">💻</a> <a href="https://github.com/questdb/questdb/commits?author=lbowman" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://tutswiki.com/"><img src="https://avatars1.githubusercontent.com/u/424822?v=4" width="100px;" alt=""/><br />_{<b>chankeypathak</b>}</a><br /><a href="#blog-chankeypathak" title="Blogposts">📝</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/upsidedownsmile"><img src="https://avatars0.githubusercontent.com/u/26444088?v=4" width="100px;" alt=""/><br />_{<b>upsidedownsmile</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=upsidedownsmile" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Nagriar"><img src="https://avatars0.githubusercontent.com/u/2361099?v=4" width="100px;" alt=""/><br />_{<b>Nagriar</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=Nagriar" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/piotrrzysko"><img src="https://avatars.githubusercontent.com/u/6481553?v=4" width="100px;" alt=""/><br />_{<b>piotrrzysko</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=piotrrzysko" title="Code">💻</a> <a href="https://github.com/questdb/questdb/commits?author=piotrrzysko" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mpsq/dotfiles"><img src="https://avatars.githubusercontent.com/u/5734722?v=4" width="100px;" alt=""/><br />_<b>mpsq</b></a><br /><a href="https://github.com/questdb/questdb/commits?author=mpsq" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/siddheshlatkar"><img src="https://avatars.githubusercontent.com/u/39632173?v=4" width="100px;" alt=""/><br />_{<b>siddheshlatkar</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=siddheshlatkar" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://yitaekhwang.com"><img src="https://avatars.githubusercontent.com/u/6628444?v=4" width="100px;" alt=""/><br />_{<b>Yitaek</b>}</a><br /><a href="#tutorial-Yitaek" title="Tutorials">✅</a> <a href="#example-Yitaek" title="Examples">💡</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.gaboros.hu"><img src="https://avatars.githubusercontent.com/u/19173947?v=4" width="100px;" alt=""/><br />_{<b>gabor-boros</b>}</a><br /><a href="#tutorial-gabor-boros" title="Tutorials">✅</a> <a href="#example-gabor-boros" title="Examples">💡</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/kovid-r"><img src="https://avatars.githubusercontent.com/u/62409489?v=4" width="100px;" alt=""/><br />_{<b>kovid-r</b>}</a><br /><a href="#tutorial-kovid-r" title="Tutorials">✅</a> <a href="#example-kovid-r" title="Examples">💡</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://borowski-software.de/"><img src="https://avatars.githubusercontent.com/u/8701341?v=4" width="100px;" alt=""/><br />_{<b>TimBo93</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3ATimBo93" title="Bug reports">🐛</a> <a href="#userTesting-TimBo93" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="http://zikani.me"><img src="https://avatars.githubusercontent.com/u/1501387?v=4" width="100px;" alt=""/><br />_{<b>zikani03</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=zikani03" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jaugsburger"><img src="https://avatars.githubusercontent.com/u/10787042?v=4" width="100px;" alt=""/><br />_{<b>jaugsburger</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=jaugsburger" title="Code">💻</a> <a href="#maintenance-jaugsburger" title="Maintenance">🚧</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.questdb.io"><img src="https://avatars.githubusercontent.com/u/52114895?v=4" width="100px;" alt=""/><br />_{<b>TheTanc</b>}</a><br /><a href="#projectManagement-TheTanc" title="Project Management">📆</a> <a href="#content-TheTanc" title="Content">🖋</a> <a href="#ideas-TheTanc" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="http://davidgs.com"><img src="https://avatars.githubusercontent.com/u/2071898?v=4" width="100px;" alt=""/><br />_{<b>davidgs</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Adavidgs" title="Bug reports">🐛</a> <a href="#content-davidgs" title="Content">🖋</a></td> <td align="center" valign="top" width="14.28%"><a href="https://redalemeden.com"><img src="https://avatars.githubusercontent.com/u/519433?v=4" width="100px;" alt=""/><br />_{<b>kaishin</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=kaishin" title="Code">💻</a> <a href="#example-kaishin" title="Examples">💡</a></td> <td align="center" valign="top" width="14.28%"><a href="https://questdb.io"><img src="https://avatars.githubusercontent.com/u/7276403?v=4" width="100px;" alt=""/><br />_{<b>bluestreak01</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=bluestreak01" title="Code">💻</a> <a href="#maintenance-bluestreak01" title="Maintenance">🚧</a> <a href="https://github.com/questdb/questdb/commits?author=bluestreak01" title="Tests">⚠️</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://patrick.spacesurfer.com/"><img src="https://avatars.githubusercontent.com/u/29952889?v=4" width="100px;" alt=""/><br />_{<b>patrickSpaceSurfer</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=patrickSpaceSurfer" title="Code">💻</a> <a href="#maintenance-patrickSpaceSurfer" title="Maintenance">🚧</a> <a href="https://github.com/questdb/questdb/commits?author=patrickSpaceSurfer" title="Tests">⚠️</a></td> <td align="center" valign="top" width="14.28%"><a href="http://chenrui.dev"><img src="https://avatars.githubusercontent.com/u/1580956?v=4" width="100px;" alt=""/><br />_{<b>chenrui333</b>}</a><br /><a href="#infra-chenrui333" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td> <td align="center" valign="top" width="14.28%"><a href="http://bsmth.de"><img src="https://avatars.githubusercontent.com/u/43580235?v=4" width="100px;" alt=""/><br />_<b>bsmth</b></a><br /><a href="https://github.com/questdb/questdb/commits?author=bsmth" title="Documentation">📖</a> <a href="#content-bsmth" title="Content">🖋</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Ugbot"><img src="https://avatars.githubusercontent.com/u/2143631?v=4" width="100px;" alt=""/><br />_<b>Ugbot</b></a><br /><a href="#question-Ugbot" title="Answering Questions">💬</a> <a href="#userTesting-Ugbot" title="User Testing">📓</a> <a href="#talk-Ugbot" title="Talks">📢</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/lepolac"><img src="https://avatars.githubusercontent.com/u/6312424?v=4" width="100px;" alt=""/><br />_{<b>lepolac</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=lepolac" title="Code">💻</a> <a href="#tool-lepolac" title="Tools">🔧</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tiagostutz"><img src="https://avatars.githubusercontent.com/u/3986989?v=4" width="100px;" alt=""/><br />_{<b>tiagostutz</b>}</a><br /><a href="#userTesting-tiagostutz" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Atiagostutz" title="Bug reports">🐛</a> <a href="#projectManagement-tiagostutz" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Lyncee59"><img src="https://avatars.githubusercontent.com/u/13176504?v=4" width="100px;" alt=""/><br />_{<b>Lyncee59</b>}</a><br /><a href="#ideas-Lyncee59" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/commits?author=Lyncee59" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/rrjanbiah"><img src="https://avatars.githubusercontent.com/u/4907427?v=4" width="100px;" alt=""/><br />_{<b>rrjanbiah</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Arrjanbiah" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/sarunas-stasaitis"><img src="https://avatars.githubusercontent.com/u/57004257?v=4" width="100px;" alt=""/><br />_{<b>sarunas-stasaitis</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Asarunas-stasaitis" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/RiccardoGiro"><img src="https://avatars.githubusercontent.com/u/60734967?v=4" width="100px;" alt=""/><br />_{<b>RiccardoGiro</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3ARiccardoGiro" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/duggar"><img src="https://avatars.githubusercontent.com/u/37486846?v=4" width="100px;" alt=""/><br />_{<b>duggar</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Aduggar" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/postol"><img src="https://avatars.githubusercontent.com/u/7983951?v=4" width="100px;" alt=""/><br />_{<b>postol</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Apostol" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/petrjahoda"><img src="https://avatars.githubusercontent.com/u/45359845?v=4" width="100px;" alt=""/><br />_{<b>petrjahoda</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Apetrjahoda" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.turecki.net"><img src="https://avatars.githubusercontent.com/u/1933165?v=4" width="100px;" alt=""/><br />_<b>t00</b></a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3At00" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/snenkov"><img src="https://avatars.githubusercontent.com/u/13110986?v=4" width="100px;" alt=""/><br />_{<b>snenkov</b>}</a><br /><a href="#userTesting-snenkov" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Asnenkov" title="Bug reports">🐛</a> <a href="#ideas-snenkov" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/marregui"><img src="https://avatars.githubusercontent.com/u/255796?v=4" width="100px;" alt=""/><br />_{<b>marregui</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=marregui" title="Code">💻</a> <a href="#ideas-marregui" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-marregui" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/bratseth"><img src="https://avatars.githubusercontent.com/u/16574012?v=4" width="100px;" alt=""/><br />_{<b>bratseth</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=bratseth" title="Code">💻</a> <a href="#ideas-bratseth" title="Ideas, Planning, & Feedback">🤔</a> <a href="#userTesting-bratseth" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://medium.com/@wellytambunan/"><img src="https://avatars.githubusercontent.com/u/242694?v=4" width="100px;" alt=""/><br />_{<b>welly87</b>}</a><br /><a href="#ideas-welly87" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="http://johnleung.com"><img src="https://avatars.githubusercontent.com/u/20699?v=4" width="100px;" alt=""/><br />_{<b>fuzzthink</b>}</a><br /><a href="#ideas-fuzzthink" title="Ideas, Planning, & Feedback">🤔</a> <a href="#userTesting-fuzzthink" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/nexthack"><img src="https://avatars.githubusercontent.com/u/6803956?v=4" width="100px;" alt=""/><br />_{<b>nexthack</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=nexthack" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/g-metan"><img src="https://avatars.githubusercontent.com/u/88013490?v=4" width="100px;" alt=""/><br />_{<b>g-metan</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Ag-metan" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tim2skew"><img src="https://avatars.githubusercontent.com/u/54268285?v=4" width="100px;" alt=""/><br />_{<b>tim2skew</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Atim2skew" title="Bug reports">🐛</a> <a href="#userTesting-tim2skew" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ospqsp"><img src="https://avatars.githubusercontent.com/u/84992434?v=4" width="100px;" alt=""/><br />_{<b>ospqsp</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Aospqsp" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/SuperFluffy"><img src="https://avatars.githubusercontent.com/u/701177?v=4" width="100px;" alt=""/><br />_{<b>SuperFluffy</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3ASuperFluffy" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/nu11ptr"><img src="https://avatars.githubusercontent.com/u/3615587?v=4" width="100px;" alt=""/><br />_{<b>nu11ptr</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Anu11ptr" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/comunidadio"><img src="https://avatars.githubusercontent.com/u/10286013?v=4" width="100px;" alt=""/><br />_{<b>comunidadio</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Acomunidadio" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mugendi"><img src="https://avatars.githubusercontent.com/u/5348246?v=4" width="100px;" alt=""/><br />_{<b>mugendi</b>}</a><br /><a href="#ideas-mugendi" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Amugendi" title="Bug reports">🐛</a> <a href="https://github.com/questdb/questdb/commits?author=mugendi" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/paulwoods222"><img src="https://avatars.githubusercontent.com/u/86227717?v=4" width="100px;" alt=""/><br />_{<b>paulwoods222</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Apaulwoods222" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mingodad"><img src="https://avatars.githubusercontent.com/u/462618?v=4" width="100px;" alt=""/><br />_{<b>mingodad</b>}</a><br /><a href="#ideas-mingodad" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Amingodad" title="Bug reports">🐛</a> <a href="https://github.com/questdb/questdb/commits?author=mingodad" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/houarizegai"><img src="https://avatars.githubusercontent.com/houarizegai?v=4" width="100px;" alt=""/><br />_{<b>houarizegai</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=houarizegai" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="http://scrapfly.io"><img src="https://avatars.githubusercontent.com/u/1763341?v=4" width="100px;" alt=""/><br />_{<b>jjsaunier</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Ajjsaunier" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/zanek"><img src="https://avatars.githubusercontent.com/u/333102?v=4" width="100px;" alt=""/><br />_<b>zanek</b></a><br /><a href="#ideas-zanek" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-zanek" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Geekaylee"><img src="https://avatars.githubusercontent.com/u/12583377?v=4" width="100px;" alt=""/><br />_{<b>Geekaylee</b>}</a><br /><a href="#userTesting-Geekaylee" title="User Testing">📓</a> <a href="#ideas-Geekaylee" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/lg31415"><img src="https://avatars.githubusercontent.com/u/3609384?v=4" width="100px;" alt=""/><br />_{<b>lg31415</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Alg31415" title="Bug reports">🐛</a> <a href="#projectManagement-lg31415" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="http://nulldev.xyz/"><img src="https://avatars.githubusercontent.com/u/9571936?v=4" width="100px;" alt=""/><br />_{<b>null-dev</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Anull-dev" title="Bug reports">🐛</a> <a href="#projectManagement-null-dev" title="Project Management">📆</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://ultd.io"><img src="https://avatars.githubusercontent.com/u/12675427?v=4" width="100px;" alt=""/><br />_<b>ultd</b></a><br /><a href="#ideas-ultd" title="Ideas, Planning, & Feedback">🤔</a> <a href="#projectManagement-ultd" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ericsun2"><img src="https://avatars.githubusercontent.com/u/8866410?v=4" width="100px;" alt=""/><br />_{<b>ericsun2</b>}</a><br /><a href="#ideas-ericsun2" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Aericsun2" title="Bug reports">🐛</a> <a href="#projectManagement-ericsun2" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/giovanni-k-bonetti-2809345/"><img src="https://avatars.githubusercontent.com/u/3451581?v=4" width="100px;" alt=""/><br />_{<b>giovannibonetti</b>}</a><br /><a href="#userTesting-giovannibonetti" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Agiovannibonetti" title="Bug reports">🐛</a> <a href="#projectManagement-giovannibonetti" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://wavded.com"><img src="https://avatars.githubusercontent.com/u/26638?v=4" width="100px;" alt=""/><br />_{<b>wavded</b>}</a><br /><a href="#userTesting-wavded" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Awavded" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://medium.com/@apechkurov"><img src="https://avatars.githubusercontent.com/u/37772591?v=4" width="100px;" alt=""/><br />_{<b>puzpuzpuz</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=puzpuzpuz" title="Documentation">📖</a> <a href="https://github.com/questdb/questdb/commits?author=puzpuzpuz" title="Code">💻</a> <a href="#userTesting-puzpuzpuz" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/rstreics"><img src="https://avatars.githubusercontent.com/u/50323347?v=4" width="100px;" alt=""/><br />_{<b>rstreics</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=rstreics" title="Code">💻</a> <a href="#infra-rstreics" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/questdb/questdb/commits?author=rstreics" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mariusgheorghies"><img src="https://avatars.githubusercontent.com/u/84250061?v=4" width="100px;" alt=""/><br />_{<b>mariusgheorghies</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=mariusgheorghies" title="Code">💻</a> <a href="#infra-mariusgheorghies" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/questdb/questdb/commits?author=mariusgheorghies" title="Documentation">📖</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/pswu11"><img src="https://avatars.githubusercontent.com/u/48913707?v=4" width="100px;" alt=""/><br />_{<b>pswu11</b>}</a><br /><a href="#content-pswu11" title="Content">🖋</a> <a href="#ideas-pswu11" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-pswu11" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/insmac"><img src="https://avatars.githubusercontent.com/u/1871646?v=4" width="100px;" alt=""/><br />_{<b>insmac</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=insmac" title="Code">💻</a> <a href="#ideas-insmac" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-insmac" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/eugenels"><img src="https://avatars.githubusercontent.com/u/79919431?v=4" width="100px;" alt=""/><br />_{<b>eugenels</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=eugenels" title="Code">💻</a> <a href="#ideas-eugenels" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-eugenels" title="Maintenance">🚧</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/bziobrowski"><img src="https://avatars.githubusercontent.com/u/26925920?v=4" width="100px;" alt=""/><br />_{<b>bziobrowski</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=bziobrowski" title="Code">💻</a> <a href="#projectManagement-bziobrowski" title="Project Management">📆</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Zapfmeister"><img src="https://avatars.githubusercontent.com/u/20150586?v=4" width="100px;" alt=""/><br />_{<b>Zapfmeister</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=Zapfmeister" title="Code">💻</a> <a href="#userTesting-Zapfmeister" title="User Testing">📓</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mkaruza"><img src="https://avatars.githubusercontent.com/u/3676457?v=4" width="100px;" alt=""/><br />_{<b>mkaruza</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=mkaruza" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/DylanDKnight"><img src="https://avatars.githubusercontent.com/u/17187287?v=4" width="100px;" alt=""/><br />_{<b>DylanDKnight</b>}</a><br /><a href="#userTesting-DylanDKnight" title="User Testing">📓</a> <a href="https://github.com/questdb/questdb/issues?q=author%3ADylanDKnight" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/enolal826"><img src="https://avatars.githubusercontent.com/u/51820585?v=4" width="100px;" alt=""/><br />_{<b>enolal826</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=enolal826" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/glasstiger"><img src="https://avatars.githubusercontent.com/u/94906625?v=4" width="100px;" alt=""/><br />_{<b>glasstiger</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=glasstiger" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://arijus.net"><img src="https://avatars.githubusercontent.com/u/4284659?v=4" width="100px;" alt=""/><br />_{<b>argshook</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=argshook" title="Code">💻</a> <a href="#ideas-argshook" title="Ideas, Planning, & Feedback">🤔</a> <a href="#design-argshook" title="Design">🎨</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Aargshook" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/amunra"><img src="https://avatars.githubusercontent.com/u/1499096?v=4" width="100px;" alt=""/><br />_{<b>amunra</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=amunra" title="Code">💻</a> <a href="https://github.com/questdb/questdb/commits?author=amunra" title="Documentation">📖</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Aamunra" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://lamottsjourney.wordpress.com/"><img src="https://avatars.githubusercontent.com/u/66742430?v=4" width="100px;" alt=""/><br />_{<b>GothamsJoker</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=GothamsJoker" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/kocko"><img src="https://avatars.githubusercontent.com/u/862000?v=4" width="100px;" alt=""/><br />_<b>kocko</b></a><br /><a href="https://github.com/questdb/questdb/commits?author=kocko" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jerrinot"><img src="https://avatars.githubusercontent.com/u/158619?v=4" width="100px;" alt=""/><br />_{<b>jerrinot</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=jerrinot" title="Code">💻</a> <a href="#ideas-jerrinot" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Ajerrinot" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://ramiroberrelleza.com"><img src="https://avatars.githubusercontent.com/u/475313?v=4" width="100px;" alt=""/><br />_{<b>rberrelleza</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=rberrelleza" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Cobalt-27"><img src="https://avatars.githubusercontent.com/u/34511059?v=4" width="100px;" alt=""/><br />_{<b>Cobalt-27</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=Cobalt-27" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/eschultz"><img src="https://avatars.githubusercontent.com/u/390064?v=4" width="100px;" alt=""/><br />_{<b>eschultz</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=eschultz" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/xinyi-qiao/"><img src="https://avatars.githubusercontent.com/u/47307374?v=4" width="100px;" alt=""/><br />_{<b>XinyiQiao</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=XinyiQiao" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://chenquan.me"><img src="https://avatars.githubusercontent.com/u/20042193?v=4" width="100px;" alt=""/><br />_{<b>terasum</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=terasum" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/hristovdeveloper"><img src="https://avatars.githubusercontent.com/u/3893599?v=4" width="100px;" alt=""/><br />_{<b>PlamenHristov</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=PlamenHristov" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tris0laris"><img src="https://avatars.githubusercontent.com/u/57298792?v=4" width="100px;" alt=""/><br />_{<b>tris0laris</b>}</a><br /><a href="#blog-tris0laris" title="Blogposts">📝</a> <a href="#ideas-tris0laris" title="Ideas, Planning, & Feedback">🤔</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/HeZean"><img src="https://avatars.githubusercontent.com/u/49837965?v=4" width="100px;" alt=""/><br />_{<b>HeZean</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=HeZean" title="Code">💻</a> <a href="https://github.com/questdb/questdb/issues?q=author%3AHeZean" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/iridess"><img src="https://avatars.githubusercontent.com/u/104518201?v=4" width="100px;" alt=""/><br />_{<b>iridess</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=iridess" title="Code">💻</a> <a href="https://github.com/questdb/questdb/commits?author=iridess" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/selmanfaruky%C4%B1lmaz/"><img src="https://avatars.githubusercontent.com/u/96119894?v=4" width="100px;" alt=""/><br />_{<b>selmanfarukyilmaz</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Aselmanfarukyilmaz" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.donet5.com"><img src="https://avatars.githubusercontent.com/u/12455385?v=4" width="100px;" alt=""/><br />_{<b>donet5</b>}</a><br /><a href="#ideas-donet5" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/questdb/questdb/issues?q=author%3Adonet5" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Zahlii"><img src="https://avatars.githubusercontent.com/u/218582?v=4" width="100px;" alt=""/><br />_{<b>Zahlii</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3AZahlii" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/salsasepp"><img src="https://avatars.githubusercontent.com/u/4884807?v=4" width="100px;" alt=""/><br />_{<b>salsasepp</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Asalsasepp" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/EmmettM"><img src="https://avatars.githubusercontent.com/u/4196372?v=4" width="100px;" alt=""/><br />_{<b>EmmettM</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3AEmmettM" title="Bug reports">🐛</a> <a href="https://github.com/questdb/questdb/commits?author=EmmettM" title="Tests">⚠️</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://allfactors.com"><img src="https://avatars.githubusercontent.com/u/571328?v=4" width="100px;" alt=""/><br />_{<b>robd003</b>}</a><br /><a href="#ideas-robd003" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/AllenEdison"><img src="https://avatars.githubusercontent.com/u/46532217?v=4" width="100px;" alt=""/><br />_{<b>AllenEdison</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3AAllenEdison" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/CSharpDummy"><img src="https://avatars.githubusercontent.com/u/7610502?v=4" width="100px;" alt=""/><br />_{<b>CSharpDummy</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3ACSharpDummy" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/shimondoodkin"><img src="https://avatars.githubusercontent.com/u/314464?v=4" width="100px;" alt=""/><br />_{<b>shimondoodkin</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Ashimondoodkin" title="Bug reports">🐛</a> <a href="#ideas-shimondoodkin" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.zsmart.tech/"><img src="https://avatars.githubusercontent.com/u/40519768?v=4" width="100px;" alt=""/><br />_{<b>huuhait</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Ahuuhait" title="Bug reports">🐛</a> <a href="#ideas-huuhait" title="Ideas, Planning, & Feedback">🤔</a></td> <td align="center" valign="top" width="14.28%"><a href="https://clickhouse.com/"><img src="https://avatars.githubusercontent.com/u/18581488?v=4" width="100px;" alt=""/><br />_{<b>alexey-milovidov</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Aalexey-milovidov" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="http://blog.suconghou.cn"><img src="https://avatars.githubusercontent.com/u/4580719?v=4" width="100px;" alt=""/><br />_{<b>suconghou</b>}</a><br /><a href="https://github.com/questdb/questdb/issues?q=author%3Asuconghou" title="Bug reports">🐛</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/allegraharris"><img src="https://avatars.githubusercontent.com/u/89586969?v=4" width="100px;" alt=""/><br />_{<b>allegraharris</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=allegraharris" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/oliver-daniel"><img src="https://avatars.githubusercontent.com/u/17235417?v=4" width="100px;" alt=""/><br />_{<b>oliver-daniel</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=oliver-daniel" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/kerimsenturk5734"><img src="https://avatars.githubusercontent.com/u/72925170?v=4" width="100px;" alt=""/><br />_{<b>kerimsenturk5734</b>}</a><br /><a href="https://github.com/questdb/questdb/commits?author=kerimsenturk5734" title="Documentation">📖</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END --> This project adheres to the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind are welcome! ", Assign "at most 3 tags" to the expected json: {"id":"2139","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"