Adding meta-information for MeasurableOps

[Dhruvanshu-Joshi]

Description

This PR aims to solve issue https://github.com/pymc-devs/pymc/issues/6360 and is a cotinuation of the PR https://github.com/pymc-devs/pymc/pull/6685 and PR https://github.com/pymc-devs/pymc/pull/6754 by incorporating RV meta information in intermediate MeasurableVariables. The Measurable ops covered are MeasurableComparison, MeasurableClip, MeasurableRound, MeasurableSpecifyShape, MeasurableCheckAndRaise, MeasurableIfElse, MeasurableScan, MeasurableMakeVector, MeasurableJoin, MeasurableDimShuffle, MeasurableTransforms and DiracDelta.

cc: @ricardoV94 @larryshamalama

Related Issue

• [ ] Closes # https://github.com/pymc-devs/pymc/issues/6360
• [ ] Related to # https://github.com/pymc-devs/pymc/pull/6754

Checklist

• [x] Checked that the pre-commit linting/style checks pass
• [x] Included tests that prove the fix is effective or that the new feature works
• [x] Added necessary documentation (docstrings and/or example notebooks)
• [ ] If you are a pro: each commit corresponds to a relevant logical change

Type of change

• [x] New feature / enhancement
• [ ] Bug fix
• [ ] Documentation
• [ ] Maintenance
• [ ] Other (please specify):

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📚 Documentation preview 📚: https://pymc--7076.org.readthedocs.build/en/7076/

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 30.90909% with 114 lines in your changes are missing coverage. Please review.

Project coverage is 63.23%. Comparing base (4f6831e) to head (7157900). Report is 1 commits behind head on main.

:exclamation: Current head 7157900 differs from pull request most recent head ddcda2f. Consider uploading reports for the commit ddcda2f to get more accurate results

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #7076       +/-   ##
===========================================
- Coverage   92.30%   63.23%   -29.08%     
===========================================
  Files         100      100               
  Lines       16895    16990       +95     
===========================================
- Hits        15595    10743     -4852     
- Misses       1300     6247     +4947     

Files	Coverage Δ
pymc/logprob/transforms.py	55.38% <0.00%> (-40.08%)	:arrow_down:
pymc/logprob/cumsum.py	38.23% <50.00%> (-52.95%)	:arrow_down:
pymc/logprob/censoring.py	61.22% <62.50%> (-34.48%)	:arrow_down:
pymc/logprob/binary.py	28.88% <0.00%> (-65.43%)	:arrow_down:
pymc/logprob/checks.py	38.88% <42.85%> (-51.86%)	:arrow_down:
pymc/logprob/abstract.py	80.26% <70.58%> (-15.20%)	:arrow_down:
pymc/logprob/scan.py	16.82% <13.33%> (-80.71%)	:arrow_down:
pymc/logprob/tensor.py	25.78% <23.52%> (-51.08%)	:arrow_down:
pymc/logprob/order.py	27.61% <23.52%> (-66.99%)	:arrow_down:
pymc/logprob/mixture.py	19.84% <7.31%> (-76.23%)	:arrow_down:

... and 65 files with indirect coverage changes

[ricardoV94]

@Dhruvanshu-Joshi do you have a chance to update the PR to fix the conflicts? Otherwise was anything missing?

[Dhruvanshu-Joshi]

No there was not any feature missing to be added. I'll solve the conflicts and push the updates asap.