prefect

<p align="center"><img src="https://github.com/PrefectHQ/prefect/assets/3407835/c654cbc6-63e8-4ada-a92a-efd2f8f24b85" width=1000></p>

<p align="center">
    <a href="https://pypi.org/project/prefect/" alt="PyPI version">
        <img alt="PyPI" src="https://img.shields.io/pypi/v/prefect?color=0052FF&labelColor=090422" />
    </a>
    <a href="https://pypi.org/project/prefect/" alt="PyPI downloads/month">
        <img alt="Downloads" src="https://img.shields.io/pypi/dm/prefect?color=0052FF&labelColor=090422" />
    </a>
    <a href="https://github.com/prefecthq/prefect/" alt="Stars">
        <img src="https://img.shields.io/github/stars/prefecthq/prefect?color=0052FF&labelColor=090422" />
    </a>
    <a href="https://github.com/prefecthq/prefect/pulse" alt="Activity">
        <img src="https://img.shields.io/github/commit-activity/m/prefecthq/prefect?color=0052FF&labelColor=090422" />
    </a>
    <br>
    <a href="https://prefect.io/slack" alt="Slack">
        <img src="https://img.shields.io/badge/slack-join_community-red.svg?color=0052FF&labelColor=090422&logo=slack" />
    </a>
    <a href="https://www.youtube.com/c/PrefectIO/" alt="YouTube">
        <img src="https://img.shields.io/badge/youtube-watch_videos-red.svg?color=0052FF&labelColor=090422&logo=youtube" />
    </a>
</p>


<p align="center">
    <a href="https://www.prefect.io/docs/v3/get-started/index?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">
        Installation
    </a>
    ·
    <a href="https://www.prefect.io/docs/v3/get-started/quickstart?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">
        Quickstart
    </a>
    ·
    <a href="https://www.prefect.io/docs/v3/how-to-guides/workflows/write-and-run?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">
        Build workflows
    </a>
    ·
    <a href="https://www.prefect.io/docs/v3/concepts/deployments?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">
        Deploy workflows
    </a>
    ·
    <a href="https://www.prefect.io/agents">
        Agent setup
    </a>
    ·
    <a href="https://app.prefect.cloud/?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">
        Prefect Cloud
    </a>
</p>

# Prefect

Prefect is a workflow orchestration framework for building data pipelines in Python.
It's the simplest way to elevate a script into a production workflow.
With Prefect, you can build resilient, dynamic data pipelines that react to the world around them and recover from unexpected changes.

With just a few lines of code, data teams can confidently automate any data process with features such as scheduling, caching, retries, and event-based automations.

Workflow activity is tracked and can be monitored with a self-hosted [Prefect server](https://www.prefect.io/docs/v3/how-to-guides/self-hosted/server-cli?utm_source=oss&utm_medium=oss&u