BUG: Fix precision loss in read_json

[fawazahmed0]

• closes read_json reads large integers as strings incorrectly if dtype not explicitly mentioned #20608
• Tests added and passed if fixing a bug or adding a new feature
• Added an entry in the latest doc/source/whatsnew/vX.X.X.rst file if fixing a bug or adding a new feature.
• All code checks passed.
• Added type annotations to new arguments/methods/functions.

[rhshadrach]

Thanks for the PR - please add a test.

[github-actions]

This pull request is stale because it has been open for thirty days with no activity. Please update and respond to this comment if you're still interested in working on this.

[rhshadrach]

pre-commit.ci autofix

[mroeschke]

Thanks for the pull request, but it appears to have gone stale. If interested in continuing, please merge in the main branch, address any review comments and/or failing tests, and we can reopen.

[fawazahmed0]

Yes please reopen this PR, I have merged the main branch.

[fawazahmed0]

Hi @rhshadrach , is there anything else that needs to be changed in this PR

[rhshadrach]

Implementation looks good to me, just some requests on the test.

[rhshadrach]

Apologies - one more request. I missed that there is no whatsnew note. Can you add a note in docs/source/whatsnew/v3.0.0 in the I/O section.

[fawazahmed0]

Thanks, I have updated the whatsnew

[rhshadrach]

lgtm

[rhshadrach]

Thanks @fawazahmed0!