dagster

by dagster-io · Data

An orchestration platform for the development, production, and observation of data assets.

New0 ratings16,120 starsActive
DataDeveloper ToolPythonTypeScript
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About this project

Dagster is a cloud-native data pipeline orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability. It is designed for developing and maintaining data assets, such as tables, data sets, machine learning models, and reports. With Dagster, you declare—as Python functions—the data assets that you want to build. Dagster then helps you run your functions at the right time and keep your assets up-to-date. Here is an example of a graph of three assets defined in Python: The graph loaded into Dagster's web UI: Dagster is built to be used at every stage of the data development lifecycle -…

Technologies

TypeScriptPythonJupyter NotebookCSSanalyticsdata-engineeringLookMLdagster

Project health

Actively maintained
Last update4 days ago
Contributors407
Latest release1.13.21
Open issues & PRs2,586
LicenseApache-2.0
On GitHubsince 2018

GitHub

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