style: Add black pre-commit hook (#2811)

.pre-commit-config.yaml

@@ -58,6 +58,11 @@ repos:
             --ignore-words=pre-commit-hooks/codespell_ignore.txt,
           ]
 
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.11.0
+    hooks:
+      - id: black
+
   # Running some C++ hooks before clang-format
   # to ensure that the style is consistent.
   - repo: local