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Feature-level lineage for ML Models #7250

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Tonilyn opened this issue Sep 6, 2022 · 0 comments
Closed

Feature-level lineage for ML Models #7250

Tonilyn opened this issue Sep 6, 2022 · 0 comments
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backend enhancement New feature or request lineage P1 High priority

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@Tonilyn
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Tonilyn commented Sep 6, 2022

Is your feature request related to a problem? Please describe.
Currently, it's impossible to keep track of data lineage for ml models because each feature can be based on different data sources (two or more tables, one or more columns).

Describe the solution you'd like
It would be great to have feature-level lineage for ml models similar to column-level lineage for tables. So user can track data source from columns to features.

Describe alternatives you've considered

Additional context
Add any other context or screenshots about the feature request here.
Screenshot 2022-09-06 at 10 12 43

@pmbrull pmbrull added enhancement New feature or request lineage backend labels Sep 6, 2022
@harshach harshach moved this to 🔖 Ready in Release 0.13.0 Sep 6, 2022
@harshach harshach added the P1 High priority label Sep 11, 2022
@harshach harshach removed this from Release 1.0 Dec 21, 2022
@harshach harshach moved this to APIs & Backend in Release 1.1 May 8, 2023
@harshach harshach removed this from Release 1.1 May 9, 2023
@TeddyCr TeddyCr removed this from Release 1.2 Jun 30, 2023
@harshach harshach moved this to Lineage - Mayur, Karan, Himank, Suresh in Release 1.3.0 Oct 22, 2023
@harshach harshach removed this from Release 1.3.0 Oct 30, 2023
@harshach harshach moved this to Lineage - Mayur, Karan, Himank, Suresh in Release 1.4.0 Jan 26, 2024
@harshach harshach moved this from Lineage - Mayur, Karan, Himank, Suresh to Done in Release 1.4.0 Mar 17, 2024
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Labels
backend enhancement New feature or request lineage P1 High priority
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5 participants