Python Orchestration

Advanced Python Scripting with Kestra

Customize at Runtime

Add any Python package to your environment as your workflows demand, maintaining flexibility without pre-configurations.

Import or Sync your Entire Project

Sync your Python project into Kestra. Enjoy comprehensive support for all your dependencies and modules.

Cloud-Agnostic Execution

Deploy and execute your Python scripts on any cloud with Kestra’s Task Runners. Optimize for performance, cost, compliance.

Power Your Projects with Python

Python scripts are the backbone of many automations, data processing, and web applications. With Python, you can analyze massive datasets, or even build complex machine-learning models. Kestra, with its robust orchestration capabilities, unlocks Python’s potential by managing these scripts effectively.

Whether you are automating data ingestion, running nightly builds, or orchestrating complex workflows in real time, Kestra streamlines these processes, making it easier and faster to deliver results.

Orchestrating Python Scripts with Kestra

Embrace GitOps for Your Python Workflows

Manage Python workflows like application code — versioned, tested, and deployed through CI/CD. Define orchestration in YAML for consistent, repeatable, and scalable automation.

Docker for Python Workflows

Run each Python task in its own Docker container to ensure consistent dependencies and runtime behavior. Define the image and requirements in your workflow, and Kestra handles execution with no manual environment setup needed.

Embedded Python Scripts for Simplicity

Inline Python directly in your workflow for lightweight logic, data formatting, quick calculations, or simple alerts. Perfect for small, frequent tasks without adding extra complexity.

Let Your Orchestrator Adapt to
Your Code, Not the Reverse

Zero Rewrite. Native Execution.

Run your existing Python scripts exactly as they are. Kestra orchestrates around your code, it doesn’t force your code into a framework. Keep business logic independent. Keep orchestration declarative. Define the workflow, call your script, and let Kestra handle execution, retries, logging, and scaling.