From 3a88b8e0cfa6616fe8bcef7c679a6d1dfd668be3 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 21:30:51 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/pre-commit/pre-commit-hooks: v5.0.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v5.0.0...v6.0.0)
- [github.com/rbubley/mirrors-prettier: v3.6.2 → v3.8.1](https://github.com/rbubley/mirrors-prettier/compare/v3.6.2...v3.8.1)
- [github.com/abravalheri/validate-pyproject: v0.24.1 → v0.25](https://github.com/abravalheri/validate-pyproject/compare/v0.24.1...v0.25)
- [github.com/astral-sh/ruff-pre-commit: v0.12.7 → v0.15.9](https://github.com/astral-sh/ruff-pre-commit/compare/v0.12.7...v0.15.9)
- [github.com/psf/black-pre-commit-mirror: 25.1.0 → 26.3.1](https://github.com/psf/black-pre-commit-mirror/compare/25.1.0...26.3.1)
- [github.com/keewis/blackdoc: v0.4.1 → v0.4.6](https://github.com/keewis/blackdoc/compare/v0.4.1...v0.4.6)
- [github.com/kynan/nbstripout: 0.8.1 → 0.9.1](https://github.com/kynan/nbstripout/compare/0.8.1...0.9.1)
---
 .pre-commit-config.yaml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d773373..89609da 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,12 +1,12 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
       - id: check-docstring-first
   - repo: https://github.com/rbubley/mirrors-prettier
-    rev: v3.6.2
+    rev: v3.8.1
     hooks:
       - id: prettier
         args: [--cache-location=.prettier_cache/cache]
@@ -18,26 +18,26 @@ repos:
       - id: taplo-lint
         args: [--no-schema]
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.24.1
+    rev: v0.25
     hooks:
       - id: validate-pyproject
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.7
+    rev: v0.15.9
     hooks:
       - id: ruff-check
         args: [--fix]
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.1.0
+    rev: 26.3.1
     hooks:
       - id: black-jupyter
   - repo: https://github.com/keewis/blackdoc
-    rev: v0.4.1
+    rev: v0.4.6
     hooks:
       - id: blackdoc
         additional_dependencies: ["black==25.1.0"]
       - id: blackdoc-autoupdate-black
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.1
+    rev: 0.9.1
     hooks:
       - id: nbstripout
         args: [--extra-keys=metadata.kernelspec metadata.langauge_info.version]

From f6d8beecd072927f5f0d2ce546d7fa959948d3c0 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 21:31:58 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 89609da..cc4b751 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -34,7 +34,7 @@ repos:
     rev: v0.4.6
     hooks:
       - id: blackdoc
-        additional_dependencies: ["black==25.1.0"]
+        additional_dependencies: ["black==26.3.1"]
       - id: blackdoc-autoupdate-black
   - repo: https://github.com/kynan/nbstripout
     rev: 0.9.1