diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6f852f711..3acbeb4a9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -40,7 +40,7 @@ repos:
         types_or: [yaml, html, json]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.16.1"
+    rev: "v1.17.0"
     hooks:
       - id: mypy
         files: ipykernel
@@ -74,7 +74,7 @@ repos:
       - id: rst-inline-touching-normal
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.11.4
+    rev: v0.12.4
     hooks:
       - id: ruff
         types_or: [python, jupyter]
@@ -83,7 +83,7 @@ repos:
         types_or: [python, jupyter]
 
   - repo: https://github.com/scientific-python/cookie
-    rev: "2025.01.22"
+    rev: "2025.05.02"
     hooks:
       - id: sp-repo-review
         additional_dependencies: ["repo-review[cli]"]
diff --git a/pyproject.toml b/pyproject.toml
index e6404d973..73007bc0e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -256,6 +256,7 @@ ignore = [
   # Unused method argument:
   "ARG002",
   # `open()` should be replaced by `Path.open()`
+  "PLC0415", # `import` should be at the top-level of a file
   "PTH123",
   "UP007", # use `X | Y` for type annotations, this does not works for dynamic getting type hints on older python
   "UP031", # Use format specifiers instead of percent format