From ac52f7970dd9e0299d42570ec6ad72a95719f148 Mon Sep 17 00:00:00 2001 From: lvliang-intel Date: Sun, 15 Sep 2024 10:04:26 +0800 Subject: [PATCH] Add benchmark part into top README (#127) * Add benchmark part in top README Signed-off-by: lvliang-intel * add pic Signed-off-by: lvliang-intel --------- Signed-off-by: lvliang-intel --- README.md | 41 +++++++++++++++++++++++++++++++++++ assets/grafana_dashboard.png | Bin 0 -> 423754 bytes evals/benchmark/README.md | 2 +- 3 files changed, 42 insertions(+), 1 deletion(-) create mode 100644 assets/grafana_dashboard.png diff --git a/README.md b/README.md index 9216ba75..8734f83a 100644 --- a/README.md +++ b/README.md @@ -127,6 +127,47 @@ isolation on Kubernetes nodes. See [Platform optimization](doc/platform-optimization/README.md). +## Benchmark + +We provide a OPEA microservice benchmarking tool which is designed for microservice performance testing and benchmarking. It allows you to define test cases for various services based on YAML configurations, run load tests using `stresscli`, built on top of [locust](https://github.com/locustio/locust), and analyze the results for performance insights. + +### Features + +- **Services load testing**: Simulates high concurrency levels to test services like LLM, reranking, ASR, E2E and more. +- **YAML-based configuration**: Easily define test cases, service endpoints, and parameters. +- **Service metrics collection**: Optionally collect service metrics to analyze performance bottlenecks. +- **Flexible testing**: Supports a variety of tests like chatqna, codegen, codetrans, faqgen, audioqna, and visualqna. +- **Data analysis and visualization**: Visualize test results to uncover performance trends and bottlenecks. + +### How to use + +**Define Test Cases**: Configure your tests in the [benchmark.yaml](./evals/benchmark/benchmark.py) file. + +**Increase File Descriptor Limit (if running large-scale tests)**: + +```bash +ulimit -n 100000 +``` + +This ensures the system can handle high concurrency by allowing more open files and connections. + +**Run the benchmark script**: + +```bash +python evals/benchmark/benchmark.py +``` + +Results will be saved in the directory specified by `test_output_dir` in the configuration. + + +For more details on configuring test cases, refer to the [README](./evals/benchmark/README.md). + + +### Grafana Dashboards +Prometheus metrics collected during the tests can be used to create Grafana dashboards for visualizing performance trends and monitoring bottlenecks. For more information, refer to the [Grafana README](./evals/benchmark/grafana/README.md) + +![tgi microservice dashboard](./assets/grafana_dashboard.png) + ## Additional Content - [Code of Conduct](https://github.com/opea-project/docs/tree/main/community/CODE_OF_CONDUCT.md) - [Contribution](https://github.com/opea-project/docs/tree/main/community/CONTRIBUTING.md) diff --git a/assets/grafana_dashboard.png b/assets/grafana_dashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..8fcd3ac568b350ab5f935e06527dd379219e0875 GIT binary patch literal 423754 zcmb5V1yG#J);5X+_W;2mKyY^p5F7@Ay9^dWaEG81+#$F_g1ZFQ!Aa2I?(Xix@Xy}a z=X~dU|GicBcGdLE+cod%)vIMaOFCRtSq=-G6deu@4og8^S{)7!4GIVMq5u^c)^fS5 ze+m17cTtyIc2u1aFEG+sM+y8=@u0KCC#ccX}UI*Fo7XW5F0d3~>prE^pl0Zr|<-4T&N@iEIJ%4=F+e-m3DW16x^FAZ4njrciHRuV7A<6AASMp z*e~Jl2R)?Ig1b?jWV8TGcz>7iC)3$JY`uBCLE^uj-RNUtlz)y4Y4!hkUzp$6Sp37~ z?Vj>`3q3THF|(#Sg02cnv85;UHF~VkWsGfSvH|DR5@t0$>wrOYbBoH>S$9QiI&U7@ 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zzrH8XQSDT;z~u1ZIM>Qca)AcSXqR%s2H9P1&(v7)ghgAl7KE8aJZa;7|I~oX07jxL za^XqlUQ?P<9P<*E8I6T}SZtuAjqD3w^#C-n+-P3CPK0Com*DE{x5re(_f zzYdx7EK%Ll^_iHneRA?Y(!qH$}g#U zV8wezkggnO9t6A4Ljkgvk9kPL?O(19oH})i!t)w@g|R}pa2$+lKEFCYPY*uF(B5kD qxXb9xBIT?K=t&P>GyUlQlp$PE)FtIS<~?&_nWvftPpTh35C0#(2vGC@ literal 0 HcmV?d00001 diff --git a/evals/benchmark/README.md b/evals/benchmark/README.md index 2a528c68..9901c1ea 100644 --- a/evals/benchmark/README.md +++ b/evals/benchmark/README.md @@ -1,6 +1,6 @@ # OPEA Benchmark Tool -This Tool provides a microservices benchmarking framework that uses YAML configurations to define test cases for different services. It executes these tests using `stresscli`, built on top of [locust](https://github.com/locustio/locust), a performance/load testing tool for HTTP and other protocols and logs the results for performance analysis and data visualization. +This Tool provides a microservice benchmarking framework that uses YAML configurations to define test cases for different services. It executes these tests using `stresscli`, built on top of [locust](https://github.com/locustio/locust), a performance/load testing tool for HTTP and other protocols and logs the results for performance analysis and data visualization. ## Features