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Native Caching #93

Description

@merren-fx

Initial Checks

  • I have searched Google & GitHub for similar requests and couldn't find anything
  • I have read and followed the documentation and still think this feature is missing

Description

Since we want to move away from DVC there is a need for native file-system based caching.

The BaseStepExecuter needs to be extended to accomodate the following features:

  1. On execute_step check if inputs have previously been seen
  2. If so don't do anything
  3. If not run step
  4. Cleanup of old outputs (Problem: a previously executed step

Wurzel CLI needs to be extended to also accept a list of files as input, so that we can do caching based on either folder or file base

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