Support exactextract in zonal stats using variable geometry, detect optimal default engine (#128)

* switch default strategy, preserve attrs

* variable zonal stats using exactextract and automatic detection of method

* fix plotting

* make mypy happy

* update docs, do not name by default

Author: martinfleis