chore: update pre-commit hooks

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.12 → v0.15.13](astral-sh/ruff-pre-commit@v0.15.12...v0.15.13)
- [github.com/pre-commit/mirrors-mypy: v1.20.2 → v2.1.0](pre-commit/mirrors-mypy@v1.20.2...v2.1.0)
- [github.com/henryiii/validate-pyproject-schema-store: 2026.04.26 → 2026.05.18](henryiii/validate-pyproject-schema-store@2026.04.26...2026.05.18)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -40,7 +40,7 @@ repos:
         args: [--prose-wrap=always]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.15.12"
+    rev: "v0.15.13"
     hooks:
       - id: ruff-check
         args: ["--fix", "--show-fixes"]
@@ -49,7 +49,7 @@ repos:
         exclude: ^scripts/python/compare_parquet\.py$
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.20.2"
+    rev: "v2.1.0"
     hooks:
       - id: mypy
         files: src|tests
@@ -79,7 +79,7 @@ repos:
         exclude: .pre-commit-config.yaml
 
   - repo: https://github.com/henryiii/validate-pyproject-schema-store
-    rev: "2026.04.26"
+    rev: "2026.05.18"
     hooks:
       - id: validate-pyproject