adviser

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Recommend the image to be used with a software stack without providing runtime environment

9

**Is your feature request related to a problem? Please describe.** As Data Scientist, I want to build an AI pipeline where all my steps have different software stacks and runtime...

pacospace

Get score specific for runtime environments available

14

**Is your feature request related to a problem? Please describe.** As Thoth user, I would like to get information about the best runtime environment for my application. For this purpose,...

fridex

Create schema for scorecards prescriptions

2

## Problem statement Needed for thoth-station/prescriptions#38953 ## Acceptance Criteria - [ ] Prescription schema includes scorecards units (I'm not up to date on what scorecards are exactly, though, so someone...

VannTen

[8pt][SPIKE]Use backtracking for "latest" recommendation types

9

## Problem statement Some requirements fail to be resolved from time to time even though a resolution for the given set of requirements exists. This is caused by the nature...

fridex

[3pt]Provide a generic advise_manifest_changes in results that can be retrieved and used by thamos

7

It might be good to provide a generic mechanism for this `advised_manifest_changes` so we can generalize the feature. Something like (rough design just to show the functionality): ```yaml advised_manifest_changes: -...

pacospace

Advise does not give a stack_info when OOM is thrown

16

**Describe the bug** When i run an advise report on a large stack, I get an expected OOM error. However there is no `stack_info` returned. instead report is null and...

Gkrumbach07

[Epic] Warn if the given environment is not fully solved yet

8

**Is your feature request related to a problem? Please describe.** When we plug a new solver, it might happen that adviser fails to resolve application dependencies as we haven't solved...

fridex

Create a concise documentation on how adviser works

8

**Is your feature request related to a problem? Please describe.** As a user of Thoth, I would like to have access to a document which summarizes the mechanism behind Thoth...

mayaCostantini

"latest" advice downgrades a bit too much for being "latest"

1

## Bug description When I request advice from Thoth using the *latest* recommendation type, I get a set of dependency updates that include several downgrades, sometimes to quite older versions....

codificat

[EPIC] Keep metadata in justifications and stack info results

8

**Is your feature request related to a problem? Please describe.** As a user of Thoth, I would like to have machine-readable access to the results of the recommendation engine. To...

fridex