DAGWorks
dagworks.ioRun and track a Hamilton dataflow in less than 5 minutes
Data & Analyticsdata-pipelinesdataflowobservabilitylineagepythondagmlops
About
DAGWorks provides a hosted UI platform built around Hamilton, an open-source Python dataflow framework. It offers data and code observability, lineage tracking, and a catalog so teams can see what their code produces and how it changes over time. Users can connect their Hamilton pipelines to the platform via a lightweight SDK and track DAG executions through a web interface.
Problem
Teams lack visibility into how their data pipelines execute, what data they produce, and how code changes affect outputs over time.
For
Data engineers and ML engineers building Python data or ML pipelines
How it works
Users install the dagworks-sdk, connect their Hamilton dataflow code via a tracking adapter, and run pipelines whose executions are logged and visualized in the hosted DAGWorks UI.
Business model
freemium
Status
launched
Company
Dagworks, Inc.