jrmccluskey commented on code in PR #31291:
URL: https://github.com/apache/beam/pull/31291#discussion_r1619090194
##########
sdks/python/apache_beam/ml/transforms/tft.py:
##########
@@ -363,6 +363,42 @@ def apply_transform(
return output
+@register_input_dtype(float)
+class ApplyBucketsWithInterpolation(TFTOperation):
+ def __init__(
+ self,
+ columns: List[str],
+ bucket_boundaries: Iterable[Union[int, float]],
+ name: Optional[str] = None):
+ """ Interpolates values within the provided buckest and then normalizes to
+ [0, 1].
+
+ Input values are bucketized based on the provided boundaries such that the
+ input is mapped to a positive index i for which bucket_boundaries[i-1] <=
Review Comment:
We can try that out, added some backticks
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