[DOCS] Add information on pre-commit to docs/setup/compile.md (#1363)

* [DOCS] Add information on pre-commit to `docs/setup/compile.md`

* Update docs/setup/compile.md

* Fix up more

docs/setup/compile.md

@@ -158,3 +158,25 @@ mkdocs build
 mike deploy --update-aliases latest-snapshot -b website -p
 mike serve
 ```
+
+## pre-commit
+
+We run [pre-commit](https://pre-commit.com/) with GitHub Actions so installation on
+your local machine is currently optional.
+
+The pre-commit [configuration file](https://github.com/apache/sedona/blob/master/.pre-commit-config.yaml)
+is in the repository root. Before you can run the hooks, you need to have pre-commit installed.
+
+The hooks run when running `git commit`. Some of the hooks will auto fix the code after the hook fails
+whilst most will print error messages from the linters.
+
+If you want to test all hooks against all files and when you are adding a new hook
+you should always run:
+
+`pre-commit run --all-files`
+
+Sometimes you might need to skip a hook to commit for example:
+
+`SKIP=markdownlint git commit -m "foo"`
+
+We have a [Makefile](https://github.com/apache/sedona/blob/master/Makefile) in the repository root which has three pre-commit convenience commands.