dagster
Active·★ 15.6k·Apache-2.0·Updated 2026-05-29
★ Most Popular★ Trending★ Essential
An orchestration platform for the development, production, and observation of data assets.
Dagster is a data orchestrator purpose-built for data platforms in the MLOps era, helping users define, develop, and operate data assets. It offers a powerful programming model, local development experience, and a robust UI for observing and debugging pipelines in production.
#Data Orchestration#MLOps#Data Pipelines#ETL#Python#Coding#Data Analysis
01
Features
01Software-defined Assets
02Declarative Programming Model
03Powerful Local Development
04Robust Operational UI (Dagit)
05Extensive Integrations
02
Compatibility
Snowflake
Supported
Verified via docs
Spark
Supported
Verified via docs
Kubernetes
Supported
Verified via docs
dbt
Supported
Verified via docs
Airbyte
Supported
Verified via docs
Scikit-learn
Supported
Verified via docs
03
Quick start
1
$ pip install dagster dagster-webserver
04
Use cases
↳Building reliable data platforms
↳Developing MLOps workflows
↳Automating data analytics and reporting
05
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