From 576ff23a1949c893116f3e4939b8961c26ff4cdd Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 21:54:12 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
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updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.8 → v0.15.21](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.8...v0.15.21)
- [github.com/pre-commit/mirrors-mypy: v1.19.1 → v2.3.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.19.1...v2.3.0)
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3a7f90b2..50f1b34f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,13 +11,13 @@ repos:
     -   id: check-added-large-files
         args: ['--maxkb=1000']
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.8
+    rev: v0.15.21
     hooks:
         - id: ruff
           args: [--fix, --exit-non-zero-on-fix]
         - id: ruff-format
 -   repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.19.1
+    rev: v2.3.0
     hooks:
     -   id: mypy
         additional_dependencies: [pandas-stubs, types-tqdm, types-setuptools, types-Jinja2]