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We used to allow this also from RVs in the past but reverted in #6112
I don't see a fundamental difference between the two cases, and in that PR I just missed this.
I would suggest we remove this functionality because it adds quite some complexity in the Model class, including fancy checks to see if a Data variable defined from dims without coords of another Data variable is being resized before the original one (but after is fine?):
Description
It is currently possible to create dims without coords via
pm.Data
:We used to allow this also from RVs in the past but reverted in #6112
I don't see a fundamental difference between the two cases, and in that PR I just missed this.
I would suggest we remove this functionality because it adds quite some complexity in the Model class, including fancy checks to see if a Data variable defined from dims without coords of another Data variable is being resized before the original one (but after is fine?):
pymc/tests/model/test_core.py
Lines 923 to 937 in 02cbac6
(The unawareness) of this option has also led to bugs that were only patched recently: #6882
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