riteshghorse commented on code in PR #28927:
URL: https://github.com/apache/beam/pull/28927#discussion_r1355137258
##########
sdks/python/apache_beam/ml/transforms/base.py:
##########
@@ -230,3 +244,26 @@ def _validate_transform(self, transform):
raise TypeError(
'transform must be a subclass of BaseOperation. '
'Got: %s instead.' % type(transform))
+
+
+class MLTransformMetricsUsage(beam.PTransform):
+ def __init__(self, ml_transform: MLTransform):
+ self._ml_transform = ml_transform
+ self._ml_transform._counter.inc()
+
+ def expand(self, pipeline):
+ def _increment_counters():
+ # increment for MLTransform.
+ self._ml_transform._counter.inc()
+ # increment if data processing transforms are passed.
+ transforms = (
+ self._ml_transform.transforms or
+ self._ml_transform._process_handler.transforms)
+ if transforms:
+ for transform in transforms:
+ transform.get_counter().inc()
+
+ _ = (
+ pipeline
+ | beam.Create([None])
Review Comment:
oh got it, thanks for clarification!
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