Use data to set default limits when appropriate #18803
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PR Summary
Closes #7742
This is the third attempt at solving #7742. The first two attempts, #8210 and #18771, made use of
ignore_existing_data_limits
, but this attribute will be deprecated as discussed in #17106.The difficulty with date-like data is the hard-code default limits of (2000, 2010). So, this approach modifies
set_default_intervals
to use the actual data instead of these hard-coded values when appropriate.PR Checklist
pytest
passes).flake8
on changed files to check).flake8-docstrings
and runflake8 --docstring-convention=all
).doc/users/next_whats_new/
(follow instructions in README.rst there).doc/api/next_api_changes/
(follow instructions in README.rst there).