[feat] Add Logging Restoration on Failure 2/2

[tchaton]

What does this PR do?

Improve support for state restoration of results

Requires TM RC.

Tracking Issue: #7898
Follow up to #7948

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[codecov]

Codecov Report

Merging #7966 (189f0ad) into master (55a90af) will decrease coverage by 0%.
The diff coverage is 93%.

@@          Coverage Diff           @@
##           master   #7966   +/-   ##
======================================
- Coverage      93%     92%   -0%     
======================================
  Files         211     211           
  Lines       13416   13448   +32     
======================================
- Hits        12447   12437   -10     
- Misses        969    1011   +42     

[carmocca]

Epic!

[kandluis]

@kazhang as an FYI where the self.rank_zero_only check was introduced.