Data Pipelines

Ploomber

Write maintainable pipelines for production locally or in the cloud.

Status
UnmaintainedGitHub repository has been archived.
Last checked
Checked · Oct 10, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

Ploomber is a tool that helps developers write and manage maintainable, production-ready data pipelines. It supports local development and deployment to the cloud, making it easy to scale your projects from small prototypes to large-scale applications.

Ploomber stands out with its seamless support for both local and cloud deployment, making it ideal for teams that want flexibility in how they develop and deploy data pipelines.

When it fits — and when it doesn’t

A good fit for

  • Teams needing to manage complex data pipelines with clear dependency tracking and automated execution

  • Projects that require both local development and cloud deployment capabilities

  • Developers looking for a tool that integrates well with existing Python-based data processing libraries

Look elsewhere if

  • Projects requiring real-time data streaming or processing (Ploomber is more suited for batch processing)

  • Teams preferring a fully managed service without the need to manage their own infrastructure

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited support for non-Python languages and tools

    Primary language is Python, limited integration with other data processing libraries outside of the Python ecosystem

  2. 02

    Small community and slower issue resolution

    GitHub issues and pull requests take longer to be addressed by maintainers due to smaller contributor base

What it does well

  • Support for local and cloud deployment

  • Integration with popular data tools like SQL, pandas, and scikit-learn

  • Automated pipeline execution and dependency management

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Ploomber

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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