base on APM, Application Performance Monitoring System Apache SkyWalking ========== <img src="http://skywalking.apache.org/assets/logo.svg" alt="Sky Walking logo" height="90px" align="right" /> **SkyWalking**: an APM (Application Performance Monitoring) system, especially designed for microservices, cloud native and container-based architectures. [](https://github.com/apache/skywalking) [](https://x.com/AsfSkyWalking) [](http://skywalking.apache.org/downloads/) # Abstract **SkyWalking** is an open-source APM system that provides monitoring, tracing and diagnosing capabilities for distributed systems in Cloud Native architectures. * Distributed Tracing * End-to-end distributed tracing. Service topology analysis, service-centric observability and APIs dashboards. * Agents for your stack * Java, .Net Core, PHP, NodeJS, Golang, LUA, Rust, C++, Client JavaScript and Python agents with active development and maintenance. * eBPF early adoption * Rover agent works as a monitor and profiler powered by eBPF to monitor Kubernetes deployments and diagnose CPU and network performance. * Scaling * 100+ billion telemetry data could be collected and analyzed from one SkyWalking cluster. * Mature Telemetry Ecosystems Supported * Metrics, Traces, and Logs from mature ecosystems are supported, e.g. Zipkin, OpenTelemetry, Prometheus, Zabbix, Fluentd * Native APM Database * BanyanDB, an observability database, created in 2022, aims to ingest, analyze and store telemetry/observability data. * Consistent Metrics Aggregation * SkyWalking native meter format and widely known metrics format(OpenTelemetry, Telegraf, Zabbix, e.g.) are processed through the same script pipeline. * Log Management Pipeline * Support log formatting, extract metrics, various sampling policies through script pipeline in high performance. * Alerting and Telemetry Pipelines * Support service-centric, deployment-centric, API-centric alarm rule setting. Support forwarding alarms and all telemetry data to 3rd party. <img src="https://skywalking.apache.org/images/home/architecture.svg?t=20220516"/> # Live Demo - Find the [SkyWalking live demo with native UI and Grafana](https://skywalking.apache.org/#demo), and [screenshots](https://skywalking.apache.org/#arch) on our website. - Follow the [showcase](https://skywalking.apache.org/docs/skywalking-showcase/next/readme/) to set up a preview deployment quickly. # Documentation - [Official documentation](https://skywalking.apache.org/docs/#SkyWalking) # Downloads Please head to the [releases page](https://skywalking.apache.org/downloads/) to download a release of Apache SkyWalking. # Compiling project Follow this [document](docs/en/guides/How-to-build.md). # Code of conduct This project adheres to the Contributor Covenant [code of conduct](https://www.apache.org/foundation/policies/conduct). By participating, you are expected to uphold this code. Please follow the [REPORTING GUIDELINES](https://www.apache.org/foundation/policies/conduct#reporting-guidelines) to report unacceptable behavior. # Contact Us * Mail list: **[email protected]**. Mail to `[email protected]`, follow the reply to subscribe the mail list. * Send `Request to join SkyWalking slack` mail to the mail list(`[email protected]`), we will invite you in. * For Chinese speaker, send `[CN] Request to join SkyWalking slack` mail to the mail list(`[email protected]`), we will invite you in. * Twitter, [ASFSkyWalking](https://twitter.com/AsfSkyWalking) * [bilibili B站 视频](https://space.bilibili.com/390683219) * [掘金](https://juejin.cn/user/13673577331607/posts) # Our Users Hundreds of companies and organizations use SkyWalking for research, production, and commercial purposes. Visit our [website](http://skywalking.apache.org/users/) to find the user page. # License [Apache 2.0 License.](LICENSE) ", Assign "at most 3 tags" to the expected json: {"id":"1279","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"