Geopandas benchmarks

[aeisenbarth]

This is a work-in-progress for testing performance of geopandas compared to dask-geopandas.
I used the asv framework to add benchmarks for geopandas nearest and query.

Unfortunately, dask-geopandas doesn't implement these functions yet. However, this code can be used as a starting point to continue performance tests.

Note also that the latest version of dask-geopandas is only compatible with newer dask dependencies.

Refers to #233, #739

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 92.11%. Comparing base (4021946) to head (cf0c0ca).
⚠️ Report is 43 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #913   +/-   ##
=======================================
  Coverage   92.11%   92.11%           
=======================================
  Files          48       48           
  Lines        7429     7429           
=======================================
  Hits         6843     6843           
  Misses        586      586           

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

[LucaMarconato]

Thanks @aeisenbarth for starting this work.

Note also that the latest version of dask-geopandas is only compatible with newer dask dependencies.

Now the conflicts with dask are resolved thanks to @melonora's PR.

Regarding this PR, I labeled as backlog because currently this PR is not prioritized. When working on lazy loading for shapes it can be picked up again.