[CI] Update pre-commit hooks

Author: hcho3

.pre-commit-config.yaml

@@ -10,7 +10,7 @@ repos:
   - id: check-added-large-files
     args: ["--maxkb=4000"]
 - repo: https://github.com/psf/black
-  rev: 25.12.0
+  rev: 26.1.0
   hooks:
   - id: black
 - repo: https://github.com/pycqa/isort
@@ -19,7 +19,7 @@ repos:
   - id: isort
     args: ["--profile", "black", "--filter-files"]
 - repo: https://github.com/MarcoGorelli/cython-lint
-  rev: v0.18.1
+  rev: v0.19.0
   hooks:
   - id: cython-lint
   - id: double-quote-cython-strings
@@ -54,7 +54,7 @@ repos:
     - id: mypy
       additional_dependencies: [types-setuptools]
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.14.11
+  rev: v0.15.0
   hooks:
     - id: ruff
       args: ["--config", "python/pyproject.toml"]