[DOCS] Upgrade pre-commit min version; add hook; pre-commit autoupdate (

#1614)

* [DOCS] Upgrade pre-commit min version; add hook; pre-commit autoupdate

https://github.com/pre-commit/pre-commit-hooks/releases/tag/v5.0.0

pre-commit-hooks now requires pre-commit>=3.2.0

https://github.com/pre-commit/pre-commit-hooks?tab=readme-ov-file#check-illegal-windows-names

https://pre-commit.com/#pre-commit-autoupdate

* pre-commit migrate-config

.pre-commit-config.yaml

@@ -1,17 +1,17 @@
 ---
 # https://pre-commit.com/#installation
-default_stages: [commit, push]
+default_stages: [pre-commit, pre-push]
 default_language_version:
   # force all unspecified Python hooks to run python3
   python: python3
-minimum_pre_commit_version: '2.18.1'
+minimum_pre_commit_version: '3.2.0'
 repos:
   - repo: meta
     hooks:
       - id: identity
       - id: check-hooks-apply
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.8.0
+    rev: 24.10.0
     hooks:
       - id: black-jupyter
   - repo: https://github.com/codespell-project/codespell
@@ -23,13 +23,14 @@ repos:
         args: [--ignore-words=.github/linters/codespell.txt]
         exclude: ^docs/image|^spark/common/src/test/resources|^docs/usecases|^tools/maven/scalafmt
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
       - id: check-ast
       - id: check-builtin-literals
       - id: check-case-conflict
       - id: check-docstring-first
       - id: check-executables-have-shebangs
+      - id: check-illegal-windows-names
       # - id: check-json
       - id: check-merge-conflict
       - id: check-shebang-scripts-are-executable
@@ -56,7 +57,7 @@ repos:
         args: [--markdown-linebreak-ext=md]
         exclude: ^docs-overrides/main\.html$|\.Rd$
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.41.0
+    rev: v0.42.0
     hooks:
       - id: markdownlint
         name: Run markdownlint