Write maintainable, production-ready pipelines using Jupyter or your favorite text editor. Develop locally, deploy to the cloud.
Ploomber is the fastest way to build data pipelines ⚡️. Use your favorite editor (Jupyter, VSCode, PyCharm) to develop interactively and deploy ☁️ without code changes (Kubernetes, Airflow, AWS Batch, and SLURM). Do you have legacy notebooks? Refactor them into modular pipelines with a single command.
Compatible with Python 3.6 and higher.
pip install ploomber
conda install ploomber -c conda-forge
Open a hosted JupyterLab instance:
or learn it locally in 2 minutes:
pip install ploomber --upgrade python -m ploomber.onboard
Ready to migrate your project? Click here.
Do you want to learn more? Check out the introductory tutorial.
Run more examples.
⚡️ Get started quickly
A simple YAML API to get started quickly, a powerful Python API for total flexibility.
⏱ Shorter development cycles
Automatically cache your pipeline’s previous results and only re-compute tasks that have changed since your last execution.
☁️ Deploy anywhere
📙 Automated migration from legacy notebooks
Bring your old monolithic notebooks, and we’ll automatically convert them into maintainable, modular pipelines.
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