R Orchestration

Advanced R Scripting with Kestra

Customize at Runtime

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

Import or Sync your Entire Project

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

Cloud-Agnostic Execution

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

Power Your Projects with R

R is essential for statistical analysis, visualization, and data manipulation. With Kestra, you can effortlessly automate data ingestion, conduct complex statistical analysis, and handle real-time data processing.

Kestra's robust orchestration capabilities ensure that your R scripts run smoothly and efficiently, streamlining your data-driven projects.

Orchestrating R Scripts with Kestra

Embrace GitOps best practices for your R scripts

Kestra takes R script orchestration to the next level by embracing Continuous Integration/Continuous Deployment (CI/CD) and GitOps principles. Manage your R workflows with the same rigor as your application code: version control, automated testing, and consistent, repeatable deployment environments. Kestra lets you define workflows in YAML, ensuring that your orchestration is as maintainable and scalable as your applications.

Integration with Docker, Seamless Environment Management

Managing environments for R scripts is straightforward with Kestra’s Docker integration. Containerize each part of your R workflow to ensure isolated and consistent settings, directly from Kestra's intuitive editor. This integration simplifies handling environment inconsistencies and boosts reproducibility.

Embedded R Scripts for Simplicity

For tasks that need straightforward solutions, Kestra’s task feature allows embedding R scripts directly into your workflows. Ideal for data manipulation, quick statistical calculations, or creating data alerts within larger workflows. Embed your R scripts directly to reduce complexity and enhance execution speed.

Let Your Orchestrator Adapt to
Your Code, Not the Reverse

Zero Modifications, Full Integration

Kestra seamlessly integrates with your existing R scripts with no need for modifications. Just call your scripts as they are, and let Kestra do the heavy lifting. Focus on your analysis and let Kestra handle the orchestration.