base on Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code # Apache Dolphinscheduler [](https://www.apache.org/licenses/LICENSE-2.0.html)  [](https://sonarcloud.io/dashboard?id=apache-dolphinscheduler) [](https://twitter.com/dolphinschedule) <!-- markdown-link-check-disable-line --> [](https://s.apache.org/dolphinscheduler-slack) [](README_zh_CN.md) ## About Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code. It is also provided powerful user interface, dedicated to solving complex task dependencies in the data pipeline and providing various types of jobs available **out of the box** The key features for DolphinScheduler are as follows: - Easy to deploy, provide four ways to deploy which including Standalone, Cluster, Docker and Kubernetes. - Easy to use, workflow can be created and managed by four ways, which including Web UI, [Python SDK](https://dolphinscheduler.apache.org/python/main/index.html) and Open API - Highly reliable and high availability, decentralized architecture with multi-master and multi-worker, native supports horizontal scaling. - High performance, its performance is N times faster than other orchestration platform and it can support tens of millions of tasks per day - Cloud Native, DolphinScheduler supports orchestrating multi-cloud/data center workflow, and supports custom task type - Versioning both workflow and workflow instance(including tasks) - Various state control of workflow and task, support pause/stop/recover them in any time - Multi-tenancy support - Others like backfill support(Web UI native), permission control including project and data source ## QuickStart - For quick experience - Want to [start with standalone](https://dolphinscheduler.apache.org/en-us/docs/3.1.5/guide/installation/standalone) - Want to [start with Docker](https://dolphinscheduler.apache.org/en-us/docs/3.1.5/guide/start/docker) - For Kubernetes - [Start with Kubernetes](https://dolphinscheduler.apache.org/en-us/docs/3.1.5/guide/installation/kubernetes) - For Terraform - [Start with Terraform](deploy/terraform/README.md) ## User Interface Screenshots * **Homepage:** Project and workflow overview, including the latest workflow instance and task instance status statistics.  * **Workflow Definition:** Create and manage workflow by drag and drop, easy to build and maintain complex workflow, support [bulk of tasks](https://dolphinscheduler.apache.org/en-us/docs/3.1.5/introduction-to-functions_menu/task_menu) out of box.  * **Workflow Tree View:** Abstract tree structure could clearer understanding of the relationship between tasks  * **Data source:** Manage support multiple external data sources, provide unified data access capabilities for such as MySQL, PostgreSQL, Hive, Trino, etc.  * **Monitor:** View the status of the master, worker and database in real time, including server resource usage and load, do quick health check without logging in to the server.  ## Suggestions & Bug Reports Follow [this guide](https://github.com/apache/dolphinscheduler/issues/new/choose) to report your suggestions or bugs. ## Contributing The community welcomes everyone to contribute, please refer to this page to find out more: [How to contribute](docs/docs/en/contribute/join/contribute.md), find the good first issue in [here](https://github.com/apache/dolphinscheduler/contribute) if you are new to DolphinScheduler. ## Community Welcome to join the Apache DolphinScheduler community by: - Join the [DolphinScheduler Slack](https://s.apache.org/dolphinscheduler-slack) to keep in touch with the community - Follow the [DolphinScheduler Twitter](https://twitter.com/dolphinschedule) and get the latest news <!-- markdown-link-check-disable-line --> - Subscribe DolphinScheduler mail list, [[email protected]](mailto:[email protected]) for user and [[email protected]](mailto:[email protected]) for developer # Landscapes <p align="center"> <br/><br/> <img src="./images/cncf-landscape-white-bg.jpg" width="175" alt="cncf-landscape"/>&nbsp;&nbsp;<img src="./images/cncf-white-bg.jpg" width="200" alt="cncf-logo"/> <br/><br/> DolphinScheduler enriches the <a href="https://landscape.cncf.io/?item=orchestration-management--scheduling-orchestration--dolphinscheduler">CNCF CLOUD NATIVE Landscape.</a > </p > ", Assign "at most 3 tags" to the expected json: {"id":"1982","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"