github.com/pyroscope-io/pyroscope@v0.37.3-0.20230725203016-5f6947968bd0/README.md (about) 1 2 <!-- 3 <p align="center"><img alt="Pyroscope" src="https://raw.githubusercontent.com/grafana/pyroscope/main/webapp/images/grafana_pyroscope_logo.svg" width="250px"/></p> 4 --> 5 6 7 [](https://github.com/grafana/pyroscope/actions?query=workflow%3AGo%20Tests) 8 [](https://github.com/grafana/pyroscope/actions?query=workflow%3AJS%20Tests) 9 [](https://goreportcard.com/report/github.com/grafana/pyroscope) 10 [](LICENSE) 11 [](https://app.fossa.com/projects/git%2Bgithub.com%2Fgrafana%2Fpyroscope?ref=badge_shield) 12 [](https://github.com/grafana/pyroscope/releases) 13 [](https://hub.docker.com/r/pyroscope/pyroscope) 14 [](https://godoc.org/github.com/grafana/pyroscope) 15 16 ### News 17 18 On 2023-03-15, [Grafana Labs acquired Pyroscope](https://grafana.com/blog/2023/03/15/pyroscope-grafana-phlare-join-for-oss-continuous-profiling/). 19 20 The teams and codebases of both [Grafana Phlare](https://github.com/grafana/phlare) and [Pyroscope](https://github.com/pyroscope-io/pyroscope) are **merging into [Grafana Pyroscope](https://github.com/grafana/pyroscope)**. 21 22 Grafana Pyroscope is a new project. It will take some time to merge codebases and get to the first release. 23 24 Feel free to use the information from the original Pyroscope project until that time. 25 26 ### What is Grafana Pyroscope? 27 28 Grafana Pyroscope is an open source continuous profiling platform. It will help you: 29 * Find performance issues and bottlenecks in your code 30 * Use high-cardinality tags/labels to analyze your application 31 * Resolve issues with high CPU utilization 32 * Track down memory leaks 33 * Understand the call tree of your application 34 * Auto-instrument your code to link profiling data to traces 35 36 37 ## 🔥 [Pyroscope Live Demo](https://demo.pyroscope.io/?name=hotrod.python.frontend%7B%7D) 🔥 38 39 [](https://demo.pyroscope.io/) 40 41 ## Features 42 43 * Minimal CPU overhead 44 * Efficient compression, low disk space requirements 45 * Can handle high-cardinality tags/labels 46 * Calculate the performance "diff" between various tags/labels and time periods 47 * Can store years of profiling data from multiple applications 48 * Advanced analysis UI 49 50 ## Add Pyroscope Server locally in 2 steps: 51 52 Pyroscope supports all major architectures and is very easy to install. For example, here is how you install on a mac: 53 ```shell 54 # install pyroscope 55 brew install pyroscope-io/brew/pyroscope 56 57 # start pyroscope server: 58 pyroscope server 59 ``` 60 ## Send data to server via Pyroscope agent (language specific) 61 62 For more documentation on how to add the Pyroscope agent to your code, see the [agent documentation](https://pyroscope.io/docs/agent-overview) on our website or find language specific examples and documentation below: 63 <table> 64 <tr> 65 <td align="center"><a href="https://pyroscope.io/docs/golang"><img src="https://user-images.githubusercontent.com/23323466/178160549-2d69a325-56ec-4e19-bca7-d460d400b163.png" width="100px;" alt=""/><br /> 66 <b>Golang</b></a><br /> 67 <a href="https://pyroscope.io/docs/golang" title="Documentation">Documentation</a><br /> 68 <a href="https://github.com/grafana/pyroscope/tree/main/examples/golang-push" title="golang-examples">Examples</a> 69 </td> 70 <td align="center"><a href="https://pyroscope.io/docs/java"><img src="https://user-images.githubusercontent.com/23323466/178160550-2b5a623a-0f4c-4911-923f-2c825784d45d.png" width="100px;" alt=""/><br /> 71 <b>Java</b></a><br /> 72 <a href="https://pyroscope.io/docs/java" title="Documentation">Documentation</a><br /> 73 <a href="https://github.com/grafana/pyroscope/tree/main/examples/java-jfr/rideshare" title="java-examples">Examples</a> 74 </td> 75 <td align="center"><a href="https://pyroscope.io/docs/python"><img src="https://user-images.githubusercontent.com/23323466/178160553-c78b8c15-99b4-43f3-a2a0-252b6c4862b1.png" width="100px;" alt=""/><br /> 76 <b>Python</b></a><br /> 77 <a href="https://pyroscope.io/docs/python" title="Documentation">Documentation</a><br /> 78 <a href="https://github.com/grafana/pyroscope/tree/main/examples/python" title="python-examples">Examples</a> 79 </td> 80 <td align="center"><a href="https://pyroscope.io/docs/ruby"><img src="https://user-images.githubusercontent.com/23323466/178160554-b0be2bc5-8574-4881-ac4c-7977c0b2c195.png" width="100px;" alt=""/><br /> 81 <b>Ruby</b></a><br /> 82 <a href="https://pyroscope.io/docs/ruby" title="Documentation">Documentation</a><br /> 83 <a href="https://github.com/grafana/pyroscope/tree/main/examples/ruby" title="ruby-examples">Examples</a> 84 </td> 85 <td align="center"><a href="https://pyroscope.io/docs/rust"><img src="https://user-images.githubusercontent.com/23323466/178160555-fb6aeee7-5d31-4bcb-9e3e-41e9f2f7d5b4.png" width="100px;" alt=""/><br /> 86 <b>Rust</b></a><br /> 87 <a href="https://pyroscope.io/docs/rust" title="Documentation">Documentation</a><br /> 88 <a href="https://github.com/grafana/pyroscope/tree/main/examples/rust/rideshare" title="examples">Examples</a> 89 </td> 90 </tr> 91 <tr> 92 <td align="center"><a href="https://pyroscope.io/docs/nodejs"><img src="https://user-images.githubusercontent.com/23323466/178160551-a79ee6ff-a5d6-419e-89e6-39047cb08126.png" width="100px;" alt=""/><br /> 93 <b>NodeJS</b></a><br /> 94 <a href="https://pyroscope.io/docs/nodejs" title="Documentation">Documentation</a><br /> 95 <a href="https://github.com/grafana/pyroscope/tree/main/examples/nodejs/express" title="examples">Examples</a> 96 </td> 97 <td align="center"><a href="https://pyroscope.io/docs/dotnet"><img src="https://user-images.githubusercontent.com/23323466/178160544-d2e189c6-a521-482c-a7dc-5375c1985e24.png" width="100px;" alt=""/><br /> 98 <b>Dotnet</b></a><br /> 99 <a href="https://pyroscope.io/docs/dotnet" title="Documentation">Documentation</a><br /> 100 <a href="https://github.com/grafana/pyroscope/tree/main/examples/dotnet" title="examples">Examples</a> 101 </td> 102 <td align="center"><a href="https://pyroscope.io/docs/ebpf"><img src="https://user-images.githubusercontent.com/23323466/178160548-e974c080-808d-4c5d-be9b-c983a319b037.png" width="100px;" alt=""/><br /> 103 <b>eBPF</b></a><br /> 104 <a href="https://pyroscope.io/docs/ebpf" title="Documentation">Documentation</a><br /> 105 <a href="https://github.com/grafana/pyroscope/tree/main/examples/ebpf" title="examples">Examples</a> 106 </td> 107 <td align="center"><a href="https://pyroscope.io/docs/php"><img src="https://user-images.githubusercontent.com/23323466/178160552-7aabf63a-b129-404d-8c62-16dedfefe32c.png" width="100px;" alt=""/><br /> 108 <b>PHP</b></a><br /> 109 <a href="https://pyroscope.io/docs/php" title="Documentation">Documentation</a><br /> 110 <a href="https://github.com/grafana/pyroscope/tree/main/examples/php" title="examples">Examples</a> 111 </td> 112 <td align="center"><a href="https://pyroscope.io/docs/grafana-plugins/"><img src="https://user-images.githubusercontent.com/23323466/178341477-c4ad2445-c90e-4ef9-b7f9-b6b3cf615e33.png" width="100px;" alt=""/><br /> 113 <b>Grafana</b></a><br /> 114 <a href="https://pyroscope.io/docs/grafana-plugins/" title="Documentation">Documentation</a><br /> 115 <a href="https://github.com/grafana/pyroscope/tree/main/examples/grafana-integration" title="examples">Examples</a> 116 </td> 117 </tr> 118 </table> 119 120 ## Deployment Diagram 121 122  123 124 ## Third-Party Integrations 125 126 Pyroscope also supports several third-party integrations notably: 127 - [Grafana Plugin](https://github.com/grafana/pyroscope/tree/main/examples/grafana-integration) 128 - [Jaeger UI](https://github.com/pyroscope-io/jaeger-ui) 129 - [OTel Golang (tracing)](https://github.com/pyroscope-io/otel-profiling-go) 130 - [AWS Lambda Extension](https://pyroscope.io/docs/aws-lambda) 131 132 ## Documentation 133 134 For more information on how to use Pyroscope with other programming languages, install it on Linux, or use it in production environment, check out our documentation: 135 136 * [Public Roadmap](https://github.com/grafana/pyroscope/projects/1) 137 * [Getting Started](https://pyroscope.io/docs/) 138 * [Deployment Guide](https://pyroscope.io/docs/deployment) 139 * [Developer Guide](https://pyroscope.io/docs/developer-guide) 140 141 142 ## Downloads 143 144 You can download the latest version of pyroscope for macOS, linux and Docker from our [Downloads page](https://pyroscope.io/downloads/). 145 146 ## Supported Integrations 147 148 * [x] Go (via `pprof`) 149 * [x] Python (via `py-spy`) 150 * [x] Ruby (via `rbspy`) 151 * [x] Linux eBPF (via `profile.py` from `bcc-tools`) 152 * [x] Java (via `async-profiler`) 153 * [x] Rust (via `pprof-rs`) 154 * [x] .NET (via `dotnet trace`) 155 * [x] PHP (via `phpspy`) 156 * [x] Node 157 158 Let us know what other integrations you want to see in [our issues](https://github.com/grafana/pyroscope/issues?q=is%3Aissue+is%3Aopen+label%3Anew-profilers) or in [our slack](https://pyroscope.io/slack). 159 160 ## Credits 161 162 Pyroscope is possible thanks to the excellent work of many people, including but not limited to: 163 164 * Brendan Gregg — inventor of Flame Graphs 165 * Julia Evans — creator of rbspy — sampling profiler for Ruby 166 * Vladimir Agafonkin — creator of flamebearer — fast flamegraph renderer 167 * Ben Frederickson — creator of py-spy — sampling profiler for Python 168 * Adam Saponara — creator of phpspy — sampling profiler for PHP 169 * Alexei Starovoitov, Brendan Gregg, and many others who made BPF based profiling in Linux kernel possible 170 * Jamie Wong — creator of speedscope — interactive flamegraph visualizer 171 172 ## Contributing 173 174 To start contributing, check out our [Contributing Guide](CONTRIBUTING.md) 175 176 177 ### Thanks to the contributors of Pyroscope! 178 179 [//]: contributor-faces 180 <a href="https://github.com/petethepig"><img src="https://avatars.githubusercontent.com/u/662636?v=4" title="petethepig" width="80" height="80"></a> 181 <a href="https://github.com/cyriltovena"><img src="https://avatars.githubusercontent.com/u/1053421?v=4" title="cyriltovena" width="80" height="80"></a> 182 <a href="https://github.com/simonswine"><img src="https://avatars.githubusercontent.com/u/223048?v=4" title="simonswine" width="80" height="80"></a> 183 <a href="https://github.com/eh-am"><img src="https://avatars.githubusercontent.com/u/6951209?v=4" title="eh-am" width="80" height="80"></a> 184 <a href="https://github.com/Rperry2174"><img src="https://avatars.githubusercontent.com/u/23323466?v=4" title="Rperry2174" width="80" height="80"></a> 185 <a href="https://github.com/kolesnikovae"><img src="https://avatars.githubusercontent.com/u/12090599?v=4" title="kolesnikovae" width="80" height="80"></a> 186 <a href="https://github.com/korniltsev"><img src="https://avatars.githubusercontent.com/u/331773?v=4" title="korniltsev" width="80" height="80"></a> 187 <a href="https://github.com/aocenas"><img src="https://avatars.githubusercontent.com/u/1014802?v=4" title="aocenas" width="80" height="80"></a> 188 <a 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src="https://avatars.githubusercontent.com/u/9572827?v=4" title="Dzalevski" width="80" height="80"></a> 253 <a href="https://github.com/vasi-stripe"><img src="https://avatars.githubusercontent.com/u/28717751?v=4" title="vasi-stripe" width="80" height="80"></a> 254 <a href="https://github.com/dhanusaputra"><img src="https://avatars.githubusercontent.com/u/35093673?v=4" title="dhanusaputra" width="80" height="80"></a> 255 <a href="https://github.com/slim-bean"><img src="https://avatars.githubusercontent.com/u/10332331?v=4" title="slim-bean" width="80" height="80"></a> 256 <a href="https://github.com/Juneezee"><img src="https://avatars.githubusercontent.com/u/20135478?v=4" title="Juneezee" width="80" height="80"></a> 257 <a href="https://github.com/Faria-Ejaz"><img src="https://avatars.githubusercontent.com/u/14238844?v=4" title="Faria-Ejaz" width="80" height="80"></a> 258 <a href="https://github.com/fredr"><img src="https://avatars.githubusercontent.com/u/762956?v=4" title="fredr" width="80" height="80"></a> 259 <a href="https://github.com/gabrielzezze"><img src="https://avatars.githubusercontent.com/u/38350130?v=4" title="gabrielzezze" width="80" height="80"></a> 260 <a href="https://github.com/pendolf"><img src="https://avatars.githubusercontent.com/u/598479?v=4" title="pendolf" width="80" height="80"></a> 261 <a href="https://github.com/yveshield"><img src="https://avatars.githubusercontent.com/u/8733258?v=4" title="yveshield" width="80" height="80"></a> 262 <a href="https://github.com/gouthamve"><img src="https://avatars.githubusercontent.com/u/7354143?v=4" title="gouthamve" width="80" height="80"></a> 263 <a href="https://github.com/czeslavo"><img src="https://avatars.githubusercontent.com/u/8835851?v=4" title="czeslavo" width="80" height="80"></a> 264 <a href="https://github.com/hlts2"><img src="https://avatars.githubusercontent.com/u/25459661?v=4" title="hlts2" width="80" height="80"></a> 265 <a href="https://github.com/Duologic"><img src="https://avatars.githubusercontent.com/u/3349855?v=4" title="Duologic" width="80" height="80"></a> 266 <a href="https://github.com/johnduhart"><img src="https://avatars.githubusercontent.com/u/113642?v=4" title="johnduhart" width="80" height="80"></a> 267 <a href="https://github.com/radixdev"><img src="https://avatars.githubusercontent.com/u/2373546?v=4" title="radixdev" width="80" height="80"></a> 268 <a href="https://github.com/Jun10ng"><img src="https://avatars.githubusercontent.com/u/46768176?v=4" title="Jun10ng" width="80" height="80"></a> 269 <a href="https://github.com/lizthegrey"><img src="https://avatars.githubusercontent.com/u/614704?v=4" title="lizthegrey" width="80" height="80"></a> 270 <a href="https://github.com/bluesheeptoken"><img src="https://avatars.githubusercontent.com/u/17785017?v=4" title="bluesheeptoken" width="80" height="80"></a> 271 <a href="https://github.com/louisphn"><img src="https://avatars.githubusercontent.com/u/72560298?v=4" title="louisphn" width="80" height="80"></a> 272 <a href="https://github.com/Gookuruto"><img src="https://avatars.githubusercontent.com/u/25951216?v=4" title="Gookuruto" width="80" height="80"></a> 273 <a href="https://github.com/rissson"><img src="https://avatars.githubusercontent.com/u/18313093?v=4" title="rissson" width="80" height="80"></a> 274 <a href="https://github.com/mhansen"><img src="https://avatars.githubusercontent.com/u/105529?v=4" title="mhansen" width="80" height="80"></a> 275 <a href="https://github.com/kavu"><img src="https://avatars.githubusercontent.com/u/1994?v=4" title="kavu" width="80" height="80"></a> 276 <a href="https://github.com/proggga"><img src="https://avatars.githubusercontent.com/u/12262156?v=4" title="proggga" width="80" height="80"></a> 277 <a href="https://github.com/navinpai"><img src="https://avatars.githubusercontent.com/u/408863?v=4" title="navinpai" width="80" height="80"></a> 278 <a href="https://github.com/prati0100"><img src="https://avatars.githubusercontent.com/u/8817931?v=4" title="prati0100" width="80" height="80"></a> 279 280 [//]: contributor-faces