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Moving verbose parameter closer to true function use instead of during Synthesizer object instantiation #1890

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srinify opened this issue Apr 4, 2024 · 0 comments
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feature request Request for a new feature

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srinify commented Apr 4, 2024

Problem Description

Sometimes I'm iterating on the same Synthesizer object and I only want verbose output on occasion. Right now, I have to remember to do that during Synthesizer instantiation, which feels very "early" to do in the workflow:

from sdv.sequential import PARSynthesizer
synthesizer = PARSynthesizer(metadata, verbose=True)

Alternative Interface

Since verbosity is linked to a specific step in the workflow, I'd prefer to move that parameter to that step directly:

synthesizer.fit(data, verbose=True)

As Neha pointed out in our quick discussion, we could even eventually add verbosity to the sample() command as well.

@srinify srinify added feature request Request for a new feature new Automatic label applied to new issues and removed new Automatic label applied to new issues labels Apr 4, 2024
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