base on The open source high performance ELT framework powered by Apache Arrow <!-- markdownlint-disable MD033 --> <h1 align="center"><img alt="cloudquery logo" width=75% src="https://github.com/cloudquery/cloudquery/raw/main/cli/docs/images/logo.png"/></h1> <!-- markdownlint-enable MD033 --> [](https://opensource.org/licenses/MPL-2.0) [](https://goreportcard.com/report/github.com/cloudquery/cloudquery) [](https://github.com/cloudquery/cloudquery/actions/workflows/cli.yml) CloudQuery is a versatile [open-source](https://github.com/cloudquery/cloudquery) data movement tool built for developers that allows you to sync data from any [source](https://hub.cloudquery.io/plugins/source) to any [destination](https://hub.cloudquery.io/plugins/destination). ### **Installation** Check out the [quickstart guide](https://www.cloudquery.io/docs/quickstart) for step-by-step instructions on completing your first sync with CloudQuery. ## **Why CloudQuery?** - **High-performance data ingestion and processing:** Using Go's concurrency model and Apache Arrow, CloudQuery can quickly stream large amounts of data using [GRPC](https://docs.cloudquery.io/docs/developers/architecture). - **Sync your data to any data destination:** You can move your data to any data source - **Deploy anywhere:** CloudQuery can be run as a single-binary executable and deployed and run anywhere. This means you can run it in your [CI/CD pipelines](https://docs.cloudquery.io/docs/deployment/github-actions), inside your application, locally, or in the cloud. - **Unlimited scale:** CloudQuery integrations are completely stateless and can be scaled horizontally on any platform, such as [VMs](https://docs.cloudquery.io/docs/deployment/google-cloud-vm), [Kubernetes](https://docs.cloudquery.io/docs/deployment/kubernetes), or batch jobs. - **Security and compliance:** Reliable security measures protect sensitive data, and compliance features help meet industry standards. - **Blazing fast**: CloudQuery is optimized for performance, utilizing the excellent Go concurrency model with lightweight goroutines and [streaming your data over GRPC](https://docs.cloudquery.io/docs/developers/architecture). - **Open source framework**: Develop integrations in [Go](https://docs.cloudquery.io/docs/developers/creating-new-integration/go-source), [Python](https://docs.cloudquery.io/docs/developers/creating-new-integration/python-source), [Java](https://docs.cloudquery.io/docs/developers/creating-new-integration/java-source), or [JavaScript](https://docs.cloudquery.io/docs/developers/creating-new-integration/javascript-source) using the [open source CloudQuery SDK](https://github.com/cloudquery). ## **Use Cases** - [**Cloud Security Posture Management (CSPM)**](https://www.cloudquery.io/blog/how-to-build-a-cspm-with-grafana-and-cloudquery): Use as a [CSPM](https://www.cloudquery.io/blog/how-to-build-a-cspm-with-grafana-and-cloudquery) solution to monitor and enforce security policies across your cloud infrastructure for [AWS](https://hub.cloudquery.io/plugins/source/cloudquery/aws/latest/docs), [GCP](https://hub.cloudquery.io/plugins/source/cloudquery/gcp/latest/docs), [Azure](https://hub.cloudquery.io/plugins/source/cloudquery/azure/latest/docs) and many more. - [**Cloud Asset Inventory**](https://www.cloudquery.io/blog/what-is-a-cloud-asset-inventory): First-class support for [all major cloud infrastructure providers](https://hub.cloudquery.io/plugins/source?categories=cloud-infrastructure) such as [AWS](https://www.cloudquery.io/blog/building-cloud-asset-inventory-with-aws), [GCP](https://www.cloudquery.io/blog/building-cloud-asset-inventory-with-gcp), and [Azure](https://www.cloudquery.io/blog/how-to-build-a-cloud-asset-inventory-for-azure) allows you to [collect and unify your cloud configuration data](https://www.cloudquery.io/blog/how-to-build-a-multi-cloud-asset-inventory). - **Cloud FinOps**: Collect and unify billing data from cloud providers to save money on your cloud expenses. - **ELT Platform**: With hundreds of integration combinations and extensible architecture, CloudQuery can be used for reliable, efficient export from any API to any database or from one database to another. - **Attack Surface Management**: [Solution](https://www.cloudquery.io/how-to-guides/attack-surface-management-with-graph) for continuous discovery, analysis, and monitoring of potential attack vectors that make up your organization's attack surface. - **Eliminate data silos**: Eliminate data silos across your organization, unifying data between [security](https://hub.cloudquery.io/plugins/source?categories=security), [infrastructure](https://hub.cloudquery.io/plugins/source?categories=cloud-infrastructure), [marketing](https://hub.cloudquery.io/plugins/source?categories=marketing-analytics), and [finance](https://hub.cloudquery.io/plugins/source?categories=finance) teams. ### Links - Homepage: [https://www.cloudquery.io](https://www.cloudquery.io) - Documentation: [https://www.cloudquery.io/docs](https://www.cloudquery.io/docs) - Integrations: [https://hub.cloudquery.io](https://hub.cloudquery.io) - Open Source Releases: [https://github.com/cloudquery/cloudquery/releases](https://github.com/cloudquery/cloudquery/releases) - Plugin SDK: [https://github.com/cloudquery/plugin-sdk](https://github.com/cloudquery/plugin-sdk) ## License By contributing to CloudQuery you agree that your contributions will be licensed as defined on the LICENSE file. ## Hiring If you are into Go, Backend, Cloud, GCP, AWS - ping us at jobs [at] our domain ## Contribution Feel free to open a pull request for small fixes and changes. For bigger changes and new integrations, please open an issue first to prevent duplicated work and to have the relevant discussions first. ## Open source The CloudQuery framework, SDK, CLI and some integrations are open source - please [file an issue](https://github.com/cloudquery/cloudquery/issues/new/choose) before opening a PR. ", Assign "at most 3 tags" to the expected json: {"id":"4373","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"