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Model analysis tools for TensorFlow

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Breaking changes: tfma.metrics.MetricComputation `preprocessor` argument changed from accepting beam DoFn to `preprocessors` accepting a list of `Preprocessor`

EdwardCuiPeacock opened this issue · comments

commented

Recent release of TFMA (0.42 - 0.43 - master) changed the DoFn argument from preprocessor

model-analysis/tensorflow_model_analysis/metrics/metric_types.py

Line 396 in a5c4c70

('preprocessor', beam.DoFn),
to preprocessors

model-analysis/tensorflow_model_analysis/metrics/metric_types.py

Line 440 in e1c34a8

('preprocessors', List[Preprocessor]),

This breaking change is not reflected in the example for custom metrics here.

commented

@EdwardCuiPeacock,

Thank you for pointing this out.

@mdreves, Can you please take a look into custom TFMA metrics example. The example is not updated as per the change in preprocessors attribute in MetricComputation. Thank you!