Caching Management

Component Caching is a feature to store the execution results of components for reuse. Improve efficiency by using the Component Caching feature, to save component execution results for components that don’t need to be run twice.

To use the Component Caching feature, the user must enable it first. And, by using the Export/Import Cache feature, the user can reproduce existing cell execution results.

(Left) Component Caching Disabled, (Right) Component Caching Enabled

(Left) Component Caching Disabled, (Right) Component Caching Enabled

The caching status of a component, once caching is enabled, is classified into 4 different states.

Waiting, In Progress, Completed, Error

Waiting, In Progress, Completed, Error

Example of Component Caching

Component Caching saves the execution results of selected components, which allows users to run pipelines at speed without having to re-run cells which take a long time.

  1. Enable Component Caching for selected components.
    1. The cache data for a component is saved when a component is run with the Caching feature enabled.
  2. Run a child component of that component with Caching enabled.
    1. The pipeline can be run quickly using the stored data, without re-running components when Component Caching is enabled.

Guide

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