From 10eacb928112e521ab26f4b3c9f4629e0ab1c881 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 18:59:19 +0000
Subject: [PATCH 1/2] chore: update pre-commit hooks
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/psf/black-pre-commit-mirror: 25.1.0 → 26.1.0](https://github.com/psf/black-pre-commit-mirror/compare/25.1.0...26.1.0)
- [github.com/adamchainz/blacken-docs: 1.19.1 → 1.20.0](https://github.com/adamchainz/blacken-docs/compare/1.19.1...1.20.0)
- [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/astral-sh/ruff-pre-commit: v0.11.12 → v0.15.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.11.12...v0.15.4)
- [github.com/shellcheck-py/shellcheck-py: v0.10.0.1 → v0.11.0.1](https://github.com/shellcheck-py/shellcheck-py/compare/v0.10.0.1...v0.11.0.1)
- [github.com/abravalheri/validate-pyproject: v0.24.1 → v0.25](https://github.com/abravalheri/validate-pyproject/compare/v0.24.1...v0.25)
- [github.com/python-jsonschema/check-jsonschema: 0.33.0 → 0.37.0](https://github.com/python-jsonschema/check-jsonschema/compare/0.33.0...0.37.0)
---
 .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 ed234b8..ca477b9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -7,20 +7,20 @@ exclude: ".*key"
 
 repos:
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.1.0
+    rev: 26.1.0
     hooks:
       - id: black-jupyter
         language_version: python3
         args: [--line-length=100]
 
   - repo: https://github.com/adamchainz/blacken-docs
-    rev: "1.19.1"
+    rev: "1.20.0"
     hooks:
       - id: blacken-docs
         additional_dependencies: [black==23.*]
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: "v5.0.0"
+    rev: "v6.0.0"
     hooks:
       - id: check-added-large-files
       - id: check-case-conflict
@@ -50,7 +50,7 @@ repos:
         args: [--prose-wrap=preserve]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.11.12"
+    rev: "v0.15.4"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
@@ -71,17 +71,17 @@ repos:
         types_or: [python, rst, markdown]
 
   - repo: https://github.com/shellcheck-py/shellcheck-py
-    rev: "v0.10.0.1"
+    rev: "v0.11.0.1"
     hooks:
       - id: shellcheck
 
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.24.1
+    rev: v0.25
     hooks:
       - id: validate-pyproject
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.33.0
+    rev: 0.37.0
     hooks:
       - id: check-dependabot
       - id: check-github-workflows

From 32f608d49ba28527cae7cc4eb44cdb5594ed8f91 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 19:05:40 +0000
Subject: [PATCH 2/2] style: pre-commit fixes

---
 jetnet/datasets/dataset.py    | 3 ++-
 jetnet/datasets/jetnet.py     | 2 +-
 jetnet/datasets/qgjets.py     | 2 +-
 jetnet/datasets/toptagging.py | 2 +-
 4 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/jetnet/datasets/dataset.py b/jetnet/datasets/dataset.py
index 9931241..bb51d30 100644
--- a/jetnet/datasets/dataset.py
+++ b/jetnet/datasets/dataset.py
@@ -4,7 +4,8 @@
 
 from __future__ import annotations
 
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 import torch
 from torch import Tensor
diff --git a/jetnet/datasets/jetnet.py b/jetnet/datasets/jetnet.py
index 78fecaa..6e52873 100644
--- a/jetnet/datasets/jetnet.py
+++ b/jetnet/datasets/jetnet.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np
 
diff --git a/jetnet/datasets/qgjets.py b/jetnet/datasets/qgjets.py
index b4536fe..c2ddff8 100644
--- a/jetnet/datasets/qgjets.py
+++ b/jetnet/datasets/qgjets.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np
 
diff --git a/jetnet/datasets/toptagging.py b/jetnet/datasets/toptagging.py
index 46f40f2..37a83d1 100644
--- a/jetnet/datasets/toptagging.py
+++ b/jetnet/datasets/toptagging.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np