small changes for JOSS publication

[danielskatz]

No description provided.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 96.87%. Comparing base (f3276c4) to head (48e636d).
Report is 5 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #310   +/-   ##
=======================================
  Coverage   96.87%   96.87%           
=======================================
  Files          29       29           
  Lines        1856     1856           
=======================================
  Hits         1798     1798           
  Misses         58       58           

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[jmafoster1]

@f-allian, some of our CI tests seem to be failing with the error message

There was an error running the uploader: Error uploading to https://codecov.io: Error: There was an error fetching the storage URL during POST: 429 - Too Many Requests - {"message":"Rate limit reached. Please upload with the Codecov repository upload token to resolve issue.

Do you know why this might have suddenly started happening or what we can do about it? I gave it an hour and tried again and it still failed. Do we just need to keep waiting?

[f-allian]

@danielskatz Thank you for your review and your suggested changes.

@jmafoster1 I've looked into this and the only test that's failing is the Code Cov upload of the report. This is caused by a permission issue because our workflow file currently expects a token-based authentication for uploads using the older version of codecov-action (v2), which of course is empty for forked repositories. The best solution is to upgrade to the latest version of Code Cov as they allow tokenless uploads from forked PRs (see their documentation). I'll do this now.