base on pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands. <p align="center"> <a href="https://pyinfra.com"> <img src="https://pyinfra.com/static/logo_readme.png" alt="pyinfra" /> </a> </p> <p> pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands. Think <code>ansible</code> but Python instead of YAML, and a lot faster. </p> --- <h3> <a href="https://docs.pyinfra.com/page/getting-started.html"><strong>Getting Started</strong></a> &bull; <a href="https://github.com/pyinfra-dev/pyinfra-examples"><strong>Examples Repo</strong></a> &bull; <a href="https://matrix.to/#/#pyinfra:matrix.org"><strong>Chat on Matrix</strong></a> </h3> <p> <a href="https://docs.pyinfra.com"><strong>Documentation</strong></a> &bull; <a href="https://docs.pyinfra.com/page/support.html"><strong>Help & Support</strong></a> &bull; <a href="https://docs.pyinfra.com/page/contributing.html"><strong>Contributing</strong></a> </p> --- Why pyinfra? Design features include: + 🚀 **Super fast** execution over thousands of hosts with predictable performance. + 🚨 **Instant debugging** with realtime stdin/stdout/stderr output (`-vvv`). + 🔄 **Idempotent operations** that enable diffs and dry runs before making changes. + 📦 **Extendable** with the entire Python package ecosystem. + 💻 **Agentless execution** against anything with shell access. + 🔌 **Integrated** with connectors for Docker, Terraform, Vagrant and more. <img width="100%" src="https://pyinfra.com/static/example_deploy.gif" /> ## Quickstart Install pyinfra with `pip`: ``` pip install pyinfra ``` Now you can execute commands on hosts via SSH: ```sh pyinfra my-server.net exec -- echo "hello world" ``` Or target Docker containers, the local machine, and other [connectors](https://docs.pyinfra.com/page/connectors.html): ```sh pyinfra @docker/ubuntu exec -- echo "Hello world" pyinfra @local exec -- echo "Hello world" ``` As well as executing commands you can define state using [operations](https://docs.pyinfra.com/page/operations.html): ```sh # Install iftop apt package if not present pyinfra @docker/ubuntu apt.packages iftop update=true _sudo=true ``` Which can then be saved as a Python file like `deploy.py`: ```py from pyinfra.operations import apt apt.packages( name="Ensure iftop is installed", packages=['iftop'], update=True, _sudo=True, ) ``` The hosts can also be saved in a file, for example `inventory.py`: ```py targets = ["@docker/ubuntu", "my-test-server.net"] ``` And executed together: ```sh pyinfra inventory.py deploy.py ``` Now you know the building blocks of pyinfra! By combining inventory, operations and Python code you can deploy anything. See the more detailed [getting started](https://docs.pyinfra.com/page/getting-started.html) or [using operations](https://docs.pyinfra.com/page/using-operations.html) guides. See how to use [inventory & data](https://docs.pyinfra.com/page/inventory-data.html), [global arguments](https://docs.pyinfra.com/page/arguments.html) and [the CLI](https://docs.pyinfra.com/page/cli.html) or check out the [documented examples](https://docs.pyinfra.com/page/examples.html). --- <p align="center"> <a href="https://pypi.python.org/pypi/pyinfra"><img alt="PyPI version" src="https://img.shields.io/pypi/v/pyinfra?color=blue"></a> <a href="https://pepy.tech/project/pyinfra"><img alt="PyPi downloads" src="https://pepy.tech/badge/pyinfra"></a> <a href="https://docs.pyinfra.com"><img alt="Docs status" src="https://img.shields.io/github/actions/workflow/status/Fizzadar/pyinfra/docs.yml?branch=2.x"></a> <a href="https://github.com/Fizzadar/pyinfra/actions?query=workflow%3A%22Execute+tests%22"><img alt="Execute tests status" src="https://img.shields.io/github/actions/workflow/status/Fizzadar/pyinfra/test.yml?branch=2.x"></a> <a href="https://codecov.io/github/Fizzadar/pyinfra"><img alt="Codecov Coverage" src="https://img.shields.io/codecov/c/gh/Fizzadar/pyinfra"></a> <a href="https://github.com/Fizzadar/pyinfra/blob/2.x/LICENSE.md"><img alt="MIT Licensed" src="https://img.shields.io/pypi/l/pyinfra"></a> </p> ", Assign "at most 3 tags" to the expected json: {"id":"9823","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"