alteryx/evalml

Determine Gaps in AutoML Logging

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#3,283 opened on Jan 26, 2022

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enhancementgood first issuespike

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Description

Currently IterativeAlgorithm logging outputs n pipelines ready for search in the logger when running AutoMLSearch. However, DefaultAlgorithm does not have such output. There could be more places where there are inconsistencies in output and this issue should track investigating where inconsistencies and how to resolve them.

Contributor guide

Research direction
Investigate the logging output of IterativeAlgorithm and DefaultAlgorithm in the AutoML search process. Compare where logging statements are placed and identify missing or inconsistent log messages.
Tech stack
python
Domain
backend
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50