[pre-commit.ci] pre-commit suggestions (#2040)

<!--pre-commit.ci start-->
updates:
- [github.com/pre-commit/pre-commit-hooks: v5.0.0 →
v6.0.0](pre-commit/pre-commit-hooks@v5.0.0...v6.0.0)
- https://github.com/psf/black →
https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 25.1.0 →
25.9.0](psf/black-pre-commit-mirror@25.1.0...25.9.0)
<!--pre-commit.ci end-->

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <55491388+KumoLiu@users.noreply.github.com>

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -9,7 +9,7 @@ ci:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: end-of-file-fixer
       - id: trailing-whitespace
@@ -22,8 +22,8 @@ repos:
         args: ['--maxkb=1024']
       - id: detect-private-key
 
-  - repo: https://github.com/psf/black
-    rev: "25.1.0"
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: "25.9.0"
     hooks:
       - id: black
       - id: black-jupyter