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Release 0.8.158

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The SuperCowPowers team is happy to give any assistance needed when setting up AWS and Workbench. So please contact us at workbench@supercowpowers.com or on chat us up on Discord

The Workbench framework continues to flex to support different real world use cases.

Note: These release notes cover the changes from 0.8.106 to 0.8.158

General

This release is an incremental release as part of the road map for v.0.9.0. Please see the full details of the planned changes here: v0.9.0 Roadmap.

API Changes

  • Artifact attribute 'uuid' to the more appropriate 'name'

    my_model.uuid
<is now>
my_model.name

  • capture_uuid to capture_name

    end.inference(df, capture_uuid="my_inference_run")
<is now>
end.inference(df, capture_name="my_inference_run")

  • The training holdout method have removed the id_column arg (this information is already known by the FeatureSet)

    fs.set_training_holdouts(id_column="my_id", holdout_ids):
fs.get_training_holdouts(id_column="my_id") 
<is now>
fs.set_training_holdouts(holdout_ids):
fs.get_training_holdouts()

AWS Stack Changes

The workbench-core stack has undergone some improvements and reorganization to support a more granular set of policies. We've also added a. set of 'ReadOnly' AWS Managed Policies so that folks can mix and match depending on their use cases.

Specific Code Changes

Code Diff v0.8.106 --> v0.8.158

Who doesn't like looking at code! Also +3 points for getting down this far! Here's a cow joke as a reward:

What do you call that feeling like you’ve done this before? Deja-moo

Questions?

The SuperCowPowers team is happy to answer any questions you may have about AWS and Workbench. Please contact us at workbench@supercowpowers.com or on chat us up on Discord