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Swap order of dicts for DeepDiff

Thomas Kluyver requested to merge kluyvert-master-patch-54000 into master

If there are changes, DeepDiff labels values from the first dict as old_value and values from the second as new_value. This meant the reference value was the 'new' one, causing us some confusion.

cc @ahmedk

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