From 18c2cf7ed597ee5685c33bd28ee5e032d5f36e6c Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 21:34:30 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.8 → v0.16.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.8...v0.16.2)
- [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)
- [github.com/codespell-project/codespell: v2.4.2 → v2.4.3](https://github.com/codespell-project/codespell/compare/v2.4.2...v2.4.3)
- [github.com/hadolint/hadolint: v2.14.0 → v2.15.1](https://github.com/hadolint/hadolint/compare/v2.14.0...v2.15.1)
---
 .pre-commit-config.yaml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3a7f90b2..ea8f7a26 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,19 +11,19 @@ repos:
     -   id: check-added-large-files
         args: ['--maxkb=1000']
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.8
+    rev: v0.16.2
     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]
         args: [--config-file=pyproject.toml]
 -   repo: https://github.com/codespell-project/codespell
-    rev: v2.4.2
+    rev: v2.4.3
     hooks:
     -   id: codespell
         additional_dependencies:
@@ -31,7 +31,7 @@ repos:
         args: ["--skip=*.svg", "-I .codespell-ignore-words"]
         exclude: 'paper/.*'
 -   repo: https://github.com/hadolint/hadolint
-    rev: v2.14.0
+    rev: v2.15.1
     hooks:
     -   id: hadolint-docker
         name: Lint Dockerfiles