Update tutorial execution to eliminate SIGTERM

[saitcakmak]

The current tutorial script hangs for a while and produces

*** SIGTERM received at time=1694205109 on cpu 0 ***
PC: @     0x7f5698ffcfde  (unknown)  epoll_wait
    @     0x7f5698f19520  (unknown)  (unknown)
[2023-09-08 20:31:49,723 E 2808 2808] logging.cc:361: *** SIGTERM received at time=1694205109 on cpu 0 ***
[2023-09-08 20:31:49,723 E 2808 2808] logging.cc:361: PC: @     0x7f5698ffcfde  (unknown)  epoll_wait
[2023-09-08 20:31:49,723 E 2808 2808] logging.cc:361:     @     0x7f5698f19520  (unknown)  (unknown)

before moving onto executing the tutorials. Identified ExecutePreprocessor as the source of this and replaced it with papermill (code borrowed from BoTorch) to eliminate the issue.

Example workflow before this diff: https://github.com/facebook/Ax/actions/runs/6125894824/job/16628813894
Workflow with this diff: https://github.com/facebook/Ax/actions/runs/6126463133/job/16630514050
The new one ran significantly faster!

[facebook-github-bot]

@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

[facebook-github-bot]

@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

[facebook-github-bot]

@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

[facebook-github-bot]

@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

[facebook-github-bot]

@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

[codecov-commenter]

Codecov Report

Patch and project coverage have no change.

Comparison is base (5da3e55) 94.57% compared to head (0891ebb) 94.57%.
Report is 1 commits behind head on main.

❗ Current head 0891ebb differs from pull request most recent head b1c6993. Consider uploading reports for the commit b1c6993 to get more accurate results

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1830   +/-   ##
=======================================
  Coverage   94.57%   94.57%           
=======================================
  Files         456      456           
  Lines       43010    43010           
=======================================
  Hits        40677    40677           
  Misses       2333     2333           

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[facebook-github-bot]

@saitcakmak merged this pull request in eea5c03.