Fixed #772 Add Ray Support

[seanlaw]

See #772

Pull Request Checklist

Below is a simple checklist but please do not hesitate to ask for assistance!

• Fork, clone, and checkout the newest version of the code
• Create a new branch
• Make necessary code changes
• Install black (i.e., python -m pip install black or conda install -c conda-forge black)
• Install flake8 (i.e., python -m pip install flake8 or conda install -c conda-forge flake8)
• Install pytest-cov (i.e., python -m pip install pytest-cov or conda install -c conda-forge pytest-cov)
• Run black . in the root stumpy directory
• Run flake8 . in the root stumpy directory
• Run ./setup.sh && ./test.sh in the root stumpy directory
• Reference a Github issue (and create one if one doesn't already exist)

[seanlaw]

Need to add ray example to docstrings

[NimaSarajpoor]

@seanlaw
Didn't mean to interrupt your work but just saw one thing and decided to bring your attention to it before I forget.

[codecov]

Codecov Report

Attention: Patch coverage is 20.21277% with 225 lines in your changes missing coverage. Please review.

Project coverage is 97.42%. Comparing base (f8f245c) to head (8af81d0).
Report is 51 commits behind head on main.

Files	Patch %	Lines
tests/test_ray.py	38.18%	68 Missing ⚠️
stumpy/stumped.py	6.52%	43 Missing ⚠️
stumpy/aamped.py	2.77%	35 Missing ⚠️
stumpy/mstumped.py	10.52%	34 Missing ⚠️
stumpy/maamped.py	11.76%	30 Missing ⚠️
ray_python_version.py	0.00%	10 Missing ⚠️
stumpy/core.py	37.50%	5 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #986      +/-   ##
==========================================
- Coverage   98.93%   97.42%   -1.51%     
==========================================
  Files          84       87       +3     
  Lines       14293    14893     +600     
==========================================
+ Hits        14141    14510     +369     
- Misses        152      383     +231     

☔ View full report in Codecov by Sentry.
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[seanlaw]

@NimaSarajpoor I think this is ready to be reviewed (I know you are super busy so no rush). Please feel free to ask any questions as I'm sure I missed many things since I've stared at it for so long :)

[NimaSarajpoor]

@seanlaw
I provided a few comments as my first round of review.

[seanlaw]

@NimaSarajpoor I've made some changes based on your suggestions

[NimaSarajpoor]

@seanlaw
I am still trying to digest the changes in the test.sh 😅 Btw, I was wondering if you would like to update the README as well by adding something like this:

STUMPY supports `ray` but it is experimental

[seanlaw]

Btw, I was wondering if you would like to update the README as well

No, since it is experimental, I would consider adding it in the future IF ray (and numpy, scipy, and numba too) has no issues after 2-3 version updates.

[NimaSarajpoor]

@seanlaw
This should be my last set of comments! That was one big PR with huge amount of effort you put behind it!

[seanlaw]

This should be my last set of comments! That was one big PR with huge amount of effort you put behind it!

@NimaSarajpoor Please feel free to squash and merge if you feel that it is ready. Everything looks good on my part. Thank you for your help!

[NimaSarajpoor]

@seanlaw
Done! (Thanks for the challenge!)