TheNeuralBit commented on code in PR #21868:
URL: https://github.com/apache/beam/pull/21868#discussion_r898554493


##########
sdks/python/apache_beam/ml/inference/sklearn_inference.py:
##########
@@ -76,13 +77,21 @@ def _validate_inference_args(inference_args):
 class SklearnModelHandlerNumpy(ModelHandler[numpy.ndarray,
                                             PredictionResult,
                                             BaseEstimator]):
-  """ Implementation of the ModelHandler interface for scikit-learn
-      using numpy arrays as input.
-  """
   def __init__(
       self,
       model_uri: str,
       model_file_type: ModelFileType = ModelFileType.PICKLE):
+    """ Implementation of the ModelHandler interface for scikit-learn
+    using numpy arrays as input.
+
+    Example Usage:
+      pcoll | RunInference(SklearnModelHandlerNumpy(model_uri="my_uri"))

Review Comment:
   Let's do these in a follow-up PR



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