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[GSK-680] Multi ML Worker support #748

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andreybavt opened this issue Feb 14, 2023 · 0 comments
Closed

[GSK-680] Multi ML Worker support #748

andreybavt opened this issue Feb 14, 2023 · 0 comments
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@andreybavt
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馃殌 Feature Request

Support multiple ML Worker connected at the same time

馃攬 Motivation

To execute models trained using different python versions and different environments. To let different data scientists work with Giskard at the same time

馃洶 Alternatives

Disconnecting an actively connected ML Worker and connecting a new one. This is a current solution but it's not great because it only allows a single active worker, so no way to run models trained in different environments at the same time.

馃搸 Additional context

In the settings admin should see all actively connected ML Workers
an active ML Worker should be assigned at a project level

鉂換uestions

Should workers have unique ids to detect if a worker that was selected as "active" for a given project isn't currently available?

From SyncLinear.com | GSK-680

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