Dagster helps data engineers tame complexity. Elevate your data pipelines with software-defined assets, first-class testing, and deep integration with the modern data stack.
The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Python assets
dbt-native orchestration
Task-based workflows
Materialize All
Materializing an asset launches a run and saves the results to persistent storage. Trigger materializations right from any asset graph.
Materialize All
Materializing an asset launches a run and saves the results to persistent storage. Trigger materializations right from any asset graph.
Monitor execution
Debug runs
Inspect assets
Explore lineage
Dagster+
From pull request to production. Effortlessly.
“Dagster has been instrumental in empowering our development team to deliver insights at 20x the velocity compared to the past. From Idea inception to Insight is down to 2 days vs 6+ months before.”
Gu Xie
“Dagster Insights has been an invaluable tool for our team. Being able to easily track Snowflake costs associated with our dbt models has helped us identify optimization opportunities and reduce our Snowflake costs.”
Timothée Vandeput
Data Engineer
“Dagster is the single pane of glass that our team uses to not only launch and monitor jobs, but also to surface visibility into data quality, track asset metadata and lineage, manage testing environments, and even track costs associated with Dagster and the external services that it manages.”
Zachary Romer
“Somebody magically built the thing I had been envisioning and wanted, and now it's there and I can use it.”
David Farnan-Williams
Lead Machine Learning Engineer
“Being able to visualize and test changes using branch deployments has enabled our data team to ship faster”
Aaron Fullerton
“Dagster brings software engineering best practices to a data team that supports a sprawling organization with minimal footprint.”
Emmanuel Fuentes
Integrate with the tools you already use and deploy to your infrastructure.