yuwtennis commented on issue #36936:
URL: https://github.com/apache/beam/issues/36936#issuecomment-3589529863

   ## Quick diagnosis
   
   `scit_learn` had made breaking change in getting estimator tags in [v1.6.0 
](https://scikit-learn.org/stable/whats_new/v1.6.html#id1) .  
   The model that validates with _scit_learn_ is required to implement the 
`_sklearn_tags_` but 
[IForest](https://github.com/yzhao062/pyod/blob/v2.0.5/pyod/models/iforest.py#L49)
 used in the `test_scoring_with_matched_features` does not . This eventually 
causes the 
[_RunInferenceDoFn](https://github.com/apache/beam/blob/master/sdks/python/apache_beam/ml/inference/base.py#L1889)
 to fail.
   
   At moment of this error , versions of `scit_learn` and `pyod` is below.
   
   
https://github.com/apache/beam/actions/runs/19757409550/job/56611473889?pr=36932#step:9:1800
   
   ```
   scikit-learn==1.8.0rc1
   pyod==2.0.5
   ```
   


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