data workflow

READ DATASHEET
  • Visualize and
    rerun workflows
  • Custom automation
    scenarios
  • Monitor processing
    and data
  • Visualize and
    rerun workflows
  • Custom automation
    scenarios
  • Monitor processing
    and data

Visualize and re-run Workflows

  • Visualize and access all the steps of your data project to easily iterate on each manipulation at any moment.
  • Re-run your workflow with a smart reconstruction engine that limits computations to only necessary datasets.
  • Recompute only the parts of the datasets that are not up-to-date thanks to fine-grained partitioning (for example: only recompute the days for which data was not recomputed since the last update to the processing code).

Automation Scenarios

  • Built-in orchestration tool with task management, advanced triggering policies, and notifications.
  • Implement automation scenarios either directly within the interface or using DSS Python scenario API.
  • Easily integrate with an external orchestrator thanks to the DSS REST API.
  • Automatically start your workflow when data changes or based on customizable conditions.

Monitor processing and data

  • Dataiku DSS' dashboard monitoring helps you rest assured that your deployment runs smoothly.
  • Implement automatic data validation policies - critical data or model metrics can be checked at each run.
  • Track and visualize your models' drift over time.