diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3b0e8651..021303c7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -19,7 +19,7 @@ repos:
         args: [--fix=lf]
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.2
+    rev: v3.16.0
     hooks:
       - id: pyupgrade
         args: [--py310-plus]
@@ -31,13 +31,13 @@ repos:
         args: [--profile, black]
 
   - repo: https://github.com/psf/black
-    rev: 24.4.0
+    rev: 24.4.2
     hooks:
       - id: black
         args: [--config, ./pyproject.toml]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.1
+    rev: v0.4.9
     hooks:
       - id: ruff
 
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 3b065d7f..7645d912 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,11 +1,11 @@
 alabaster==0.7.16 ; python_version >= "3.10" and python_version < "3.11"
 asciitree==0.3.3 ; python_version >= "3.10" and python_version < "3.11"
 astmonkey==0.3.6 ; python_version >= "3.10" and python_version < "3.11"
-astroid==3.1.0 ; python_version >= "3.10" and python_version < "3.11"
-babel==2.14.0 ; python_version >= "3.10" and python_version < "3.11"
-black==24.4.0 ; python_version >= "3.10" and python_version < "3.11"
+astroid==3.2.2 ; python_version >= "3.10" and python_version < "3.11"
+babel==2.15.0 ; python_version >= "3.10" and python_version < "3.11"
+black==24.4.2 ; python_version >= "3.10" and python_version < "3.11"
 bytecode==0.15.1 ; python_version >= "3.10" and python_version < "3.11"
-certifi==2024.2.2 ; python_version >= "3.10" and python_version < "3.11"
+certifi==2024.6.2 ; python_version >= "3.10" and python_version < "3.11"
 charset-normalizer==3.3.2 ; python_version >= "3.10" and python_version < "3.11"
 click==8.1.7 ; python_version >= "3.10" and python_version < "3.11"
 colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform == "win32" or platform_system == "Windows")
@@ -15,30 +15,30 @@ exceptiongroup==1.2.1 ; python_version >= "3.10" and python_version < "3.11"
 idna==3.7 ; python_version >= "3.10" and python_version < "3.11"
 imagesize==1.4.1 ; python_version >= "3.10" and python_version < "3.11"
 iniconfig==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-jellyfish==1.0.3 ; python_version >= "3.10" and python_version < "3.11"
-jinja2==3.1.3 ; python_version >= "3.10" and python_version < "3.11"
-libcst==1.3.1 ; python_version >= "3.10" and python_version < "3.11"
+jellyfish==1.0.4 ; python_version >= "3.10" and python_version < "3.11"
+jinja2==3.1.4 ; python_version >= "3.10" and python_version < "3.11"
+libcst==1.4.0 ; python_version >= "3.10" and python_version < "3.11"
 markdown-it-py==3.0.0 ; python_version >= "3.10" and python_version < "3.11"
 markupsafe==2.1.5 ; python_version >= "3.10" and python_version < "3.11"
 mdurl==0.1.2 ; python_version >= "3.10" and python_version < "3.11"
 mutpy-pynguin==0.7.1 ; python_version >= "3.10" and python_version < "3.11"
 mypy-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11"
 networkx==3.3 ; python_version >= "3.10" and python_version < "3.11"
-packaging==24.0 ; python_version >= "3.10" and python_version < "3.11"
+packaging==24.1 ; python_version >= "3.10" and python_version < "3.11"
 pathspec==0.12.1 ; python_version >= "3.10" and python_version < "3.11"
-platformdirs==4.2.1 ; python_version >= "3.10" and python_version < "3.11"
+platformdirs==4.2.2 ; python_version >= "3.10" and python_version < "3.11"
 pluggy==1.5.0 ; python_version >= "3.10" and python_version < "3.11"
 pydot==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-pygments==2.17.2 ; python_version >= "3.10" and python_version < "3.11"
+pygments==2.18.0 ; python_version >= "3.10" and python_version < "3.11"
 pyparsing==3.1.2 ; python_version >= "3.10" and python_version < "3.11"
-pytest==8.1.1 ; python_version >= "3.10" and python_version < "3.11"
+pytest==8.2.2 ; python_version >= "3.10" and python_version < "3.11"
 pyyaml==6.0.1 ; python_version >= "3.10" and python_version < "3.11"
-requests==2.31.0 ; python_version >= "3.10" and python_version < "3.11"
+requests==2.32.3 ; python_version >= "3.10" and python_version < "3.11"
 rich==13.7.1 ; python_version >= "3.10" and python_version < "3.11"
 simple-parsing==0.1.5 ; python_version >= "3.10" and python_version < "3.11"
 snowballstemmer==2.2.0 ; python_version >= "3.10" and python_version < "3.11"
-sphinx-autodoc-typehints==2.1.0 ; python_version >= "3.10" and python_version < "3.11"
-sphinx-hoverxref==1.3.0 ; python_version >= "3.10" and python_version < "3.11"
+sphinx-autodoc-typehints==2.1.1 ; python_version >= "3.10" and python_version < "3.11"
+sphinx-hoverxref==1.4.0 ; python_version >= "3.10" and python_version < "3.11"
 sphinx-rtd-theme==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
 sphinx-selective-exclude==1.0.3 ; python_version >= "3.10" and python_version < "3.11"
 sphinx==7.3.7 ; python_version >= "3.10" and python_version < "3.11"
@@ -51,6 +51,6 @@ sphinxcontrib-qthelp==1.0.7 ; python_version >= "3.10" and python_version < "3.1
 sphinxcontrib-serializinghtml==1.1.10 ; python_version >= "3.10" and python_version < "3.11"
 termcolor==2.4.0 ; python_version >= "3.10" and python_version < "3.11"
 tomli==2.0.1 ; python_version >= "3.10" and python_version < "3.11"
-typing-extensions==4.11.0 ; python_version >= "3.10" and python_version < "3.11"
+typing-extensions==4.12.2 ; python_version >= "3.10" and python_version < "3.11"
 typing-inspect==0.9.0 ; python_version >= "3.10" and python_version < "3.11"
 urllib3==2.2.1 ; python_version >= "3.10" and python_version < "3.11"
diff --git a/poetry.lock b/poetry.lock
index d5916837..f9ba8d01 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -36,13 +36,13 @@ pydot = "*"
 
 [[package]]
 name = "astroid"
-version = "3.1.0"
+version = "3.2.2"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"},
-    {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"},
+    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
+    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
 ]
 
 [package.dependencies]
@@ -69,13 +69,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
+    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
 [package.extras]
@@ -83,33 +83,33 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
 [[package]]
 name = "black"
-version = "24.4.0"
+version = "24.4.2"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "black-24.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6ad001a9ddd9b8dfd1b434d566be39b1cd502802c8d38bbb1ba612afda2ef436"},
-    {file = "black-24.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e3a3a092b8b756c643fe45f4624dbd5a389f770a4ac294cf4d0fce6af86addaf"},
-    {file = "black-24.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dae79397f367ac8d7adb6c779813328f6d690943f64b32983e896bcccd18cbad"},
-    {file = "black-24.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:71d998b73c957444fb7c52096c3843875f4b6b47a54972598741fe9a7f737fcb"},
-    {file = "black-24.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8e5537f456a22cf5cfcb2707803431d2feeb82ab3748ade280d6ccd0b40ed2e8"},
-    {file = "black-24.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:64e60a7edd71fd542a10a9643bf369bfd2644de95ec71e86790b063aa02ff745"},
-    {file = "black-24.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5cd5b4f76056cecce3e69b0d4c228326d2595f506797f40b9233424e2524c070"},
-    {file = "black-24.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:64578cf99b6b46a6301bc28bdb89f9d6f9b592b1c5837818a177c98525dbe397"},
-    {file = "black-24.4.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f95cece33329dc4aa3b0e1a771c41075812e46cf3d6e3f1dfe3d91ff09826ed2"},
-    {file = "black-24.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4396ca365a4310beef84d446ca5016f671b10f07abdba3e4e4304218d2c71d33"},
-    {file = "black-24.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:44d99dfdf37a2a00a6f7a8dcbd19edf361d056ee51093b2445de7ca09adac965"},
-    {file = "black-24.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:21f9407063ec71c5580b8ad975653c66508d6a9f57bd008bb8691d273705adcd"},
-    {file = "black-24.4.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:652e55bb722ca026299eb74e53880ee2315b181dfdd44dca98e43448620ddec1"},
-    {file = "black-24.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7f2966b9b2b3b7104fca9d75b2ee856fe3fdd7ed9e47c753a4bb1a675f2caab8"},
-    {file = "black-24.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bb9ca06e556a09f7f7177bc7cb604e5ed2d2df1e9119e4f7d2f1f7071c32e5d"},
-    {file = "black-24.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:d4e71cdebdc8efeb6deaf5f2deb28325f8614d48426bed118ecc2dcaefb9ebf3"},
-    {file = "black-24.4.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6644f97a7ef6f401a150cca551a1ff97e03c25d8519ee0bbc9b0058772882665"},
-    {file = "black-24.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:75a2d0b4f5eb81f7eebc31f788f9830a6ce10a68c91fbe0fade34fff7a2836e6"},
-    {file = "black-24.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eb949f56a63c5e134dfdca12091e98ffb5fd446293ebae123d10fc1abad00b9e"},
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+    {file = "black-24.4.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bf10f7310db693bb62692609b397e8d67257c55f949abde4c67f9cc574492cc7"},
+    {file = "black-24.4.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:98e123f1d5cfd42f886624d84464f7756f60ff6eab89ae845210631714f6db94"},
+    {file = "black-24.4.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48a85f2cb5e6799a9ef05347b476cce6c182d6c71ee36925a6c194d074336ef8"},
+    {file = "black-24.4.2-cp38-cp38-win_amd64.whl", hash = "sha256:b1530ae42e9d6d5b670a34db49a94115a64596bc77710b1d05e9801e62ca0a7c"},
+    {file = "black-24.4.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:37aae07b029fa0174d39daf02748b379399b909652a806e5708199bd93899da1"},
+    {file = "black-24.4.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:da33a1a5e49c4122ccdfd56cd021ff1ebc4a1ec4e2d01594fef9b6f267a9e741"},
+    {file = "black-24.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef703f83fc32e131e9bcc0a5094cfe85599e7109f896fe8bc96cc402f3eb4b6e"},
+    {file = "black-24.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:b9176b9832e84308818a99a561e90aa479e73c523b3f77afd07913380ae2eab7"},
+    {file = "black-24.4.2-py3-none-any.whl", hash = "sha256:d36ed1124bb81b32f8614555b34cc4259c3fbc7eec17870e8ff8ded335b58d8c"},
+    {file = "black-24.4.2.tar.gz", hash = "sha256:c872b53057f000085da66a19c55d68f6f8ddcac2642392ad3a355878406fbd4d"},
 ]
 
 [package.dependencies]
@@ -140,13 +140,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
+    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
 ]
 
 [[package]]
@@ -286,63 +286,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.0"
+version = "7.5.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:432949a32c3e3f820af808db1833d6d1631664d53dd3ce487aa25d574e18ad1c"},
-    {file = "coverage-7.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2bd7065249703cbeb6d4ce679c734bef0ee69baa7bff9724361ada04a15b7e3b"},
-    {file = "coverage-7.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bbfe6389c5522b99768a93d89aca52ef92310a96b99782973b9d11e80511f932"},
-    {file = "coverage-7.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:39793731182c4be939b4be0cdecde074b833f6171313cf53481f869937129ed3"},
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 [package.dependencies]
@@ -400,29 +400,29 @@ test = ["pytest (>=6)"]
 
 [[package]]
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-version = "3.13.4"
+version = "3.15.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
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 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 dateutil = ["python-dateutil (>=1.4)"]
 django = ["django (>=3.2)"]
 dpcontracts = ["dpcontracts (>=0.4)"]
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 [package.dependencies]
@@ -601,43 +609,43 @@ i18n = ["Babel (>=2.7)"]
 
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+    {file = "mypy-1.10.0.tar.gz", hash = "sha256:3d087fcbec056c4ee34974da493a826ce316947485cef3901f511848e687c131"},
 ]
 
 [package.dependencies]
@@ -841,27 +849,24 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nodeenv"
-version = "1.8.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
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-    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
+    {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "packaging"
-version = "24.0"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
@@ -877,13 +882,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.1"
+version = "4.2.2"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -908,13 +913,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.7.0"
+version = "3.7.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -945,17 +950,16 @@ tests = ["black", "chardet", "tox"]
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
@@ -974,13 +978,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.1.1"
+version = "8.2.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pytest-8.2.2.tar.gz", hash = "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"},
 ]
 
 [package.dependencies]
@@ -988,11 +992,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.4,<2.0"
+pluggy = ">=1.5,<2.0"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
@@ -1064,13 +1068,13 @@ dev = ["black", "flake8", "pre-commit"]
 
 [[package]]
 name = "pyupgrade"
-version = "3.15.2"
+version = "3.16.0"
 description = "A tool to automatically upgrade syntax for newer versions."
 optional = false
 python-versions = ">=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -1101,6 +1105,7 @@ files = [
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@@ -1137,13 +1142,13 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1176,46 +1181,30 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "ruff"
-version = "0.4.1"
+version = "0.4.9"
 description = "An extremely fast Python linter and code formatter, written in Rust."
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 python-versions = ">=3.7"
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+    {file = "ruff-0.4.9-py3-none-win_amd64.whl", hash = "sha256:e0a22c4157e53d006530c902107c7f550b9233e9706313ab57b892d7197d8e52"},
+    {file = "ruff-0.4.9-py3-none-win_arm64.whl", hash = "sha256:5d5460f789ccf4efd43f265a58538a2c24dbce15dbf560676e430375f20a8198"},
+    {file = "ruff-0.4.9.tar.gz", hash = "sha256:f1cb0828ac9533ba0135d148d214e284711ede33640465e706772645483427e3"},
 ]
 
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
-
 [[package]]
 name = "simple-parsing"
 version = "0.1.5"
@@ -1296,13 +1285,13 @@ test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=6.0)", "setuptools
 
 [[package]]
 name = "sphinx-autodoc-typehints"
-version = "2.1.0"
+version = "2.1.1"
 description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinx_autodoc_typehints-2.1.0-py3-none-any.whl", hash = "sha256:46f1a710b3ed35904f63a77c5e68334c5ee1c2e22828b75fdcd147f1c52c199b"},
-    {file = "sphinx_autodoc_typehints-2.1.0.tar.gz", hash = "sha256:51bf8dc77c4fba747e32f0735002a91500747d0553cae616863848e8f5e49fe8"},
+    {file = "sphinx_autodoc_typehints-2.1.1-py3-none-any.whl", hash = "sha256:22427d74786274add2b6d4afccb8b3c8c1843f48a704550f15a35fd948f8a4de"},
+    {file = "sphinx_autodoc_typehints-2.1.1.tar.gz", hash = "sha256:0072b65f5ab2818c229d6d6c2cc993770af55d36bb7bfb16001e2fce4d14880c"},
 ]
 
 [package.dependencies]
@@ -1315,21 +1304,21 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.4.4)", "defusedxml (>=0.7.1)",
 
 [[package]]
 name = "sphinx-hoverxref"
-version = "1.3.0"
+version = "1.4.0"
 description = "Sphinx extension to show tooltips with content embedded when hover a reference."
 optional = false
 python-versions = "*"
 files = [
-    {file = "sphinx-hoverxref-1.3.0.tar.gz", hash = "sha256:e517dab4cb8186da58d78c53781459ee1116ec9c8413580c7dc43e124c5f3177"},
-    {file = "sphinx_hoverxref-1.3.0-py2.py3-none-any.whl", hash = "sha256:1064e4b1da49422873de555d79dc544da1556820fee05ab56f39d36cc86ba6ad"},
+    {file = "sphinx_hoverxref-1.4.0-py2.py3-none-any.whl", hash = "sha256:7687522d0f2f81b9ace330e3d69f93b00acba4020e91c26c204fc0a547c6d04b"},
+    {file = "sphinx_hoverxref-1.4.0.tar.gz", hash = "sha256:1f6ea89b172a87ed15f082c0af9c2217284182529265d0a1b485584a11b96b56"},
 ]
 
 [package.dependencies]
-sphinx = ">=1.8"
+sphinx = ">=5.0"
 sphinxcontrib-jquery = "*"
 
 [package.extras]
-doc = ["sphinx", "sphinx-autoapi", "sphinx-autobuild", "sphinx-notfound-page", "sphinx-prompt", "sphinx-rtd-theme", "sphinx-tabs (==3.3.1)", "sphinx-version-warning", "sphinxcontrib-bibtex", "sphinxemoji"]
+doc = ["sphinx", "sphinx-autoapi", "sphinx-autobuild", "sphinx-notfound-page", "sphinx-prompt", "sphinx-rtd-theme", "sphinx-tabs", "sphinx-version-warning", "sphinxcontrib-bibtex (>=2.6.0)", "sphinxemoji"]
 test = ["tox"]
 
 [[package]]
@@ -1507,13 +1496,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.11.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
-    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
@@ -1550,13 +1539,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.0"
+version = "20.26.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.26.0-py3-none-any.whl", hash = "sha256:0846377ea76e818daaa3e00a4365c018bc3ac9760cbb3544de542885aad61fb3"},
-    {file = "virtualenv-20.26.0.tar.gz", hash = "sha256:ec25a9671a5102c8d2657f62792a27b48f016664c6873f6beed3800008577210"},
+    {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"},
+    {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"},
 ]
 
 [package.dependencies]
@@ -1571,4 +1560,4 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10, <3.11"
-content-hash = "da8b73e138cd32d01b4c0f71e3ff78c7a418654ab0832c849da648bc9d031b9a"
+content-hash = "63f7a64c7abcc9ac7e458a905627ca309e011b158f4c908772ae92d9df151e95"
diff --git a/pyproject.toml b/pyproject.toml
index 4e02c8d9..48a2b978 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,38 +44,38 @@ include = [
 
 [tool.poetry.dependencies]
 python = ">=3.10, <3.11"
-astroid = "^3.1.0"
-black = "^24.4.0"
+astroid = "^3.2.2"
+black = "^24.4.2"
 bytecode = "^0.15.1"
-jellyfish = "^1.0.3"
-Jinja2 = "^3.1.3"
+jellyfish = "^1.0.4"
+Jinja2 = "^3.1.4"
 MutPy-Pynguin = "^0.7.1"
 networkx = "^3.3"
 rich = "^13.7.1"
-Pygments = "^2.17.2"
-pytest = "^8.1.1"
+Pygments = "^2.18.0"
+pytest = "^8.2.2"
 simple-parsing = "^0.1.5"
 typing_inspect = "^0.9.0"
 asciitree = "^0.3.3"
-libcst = "^1.3.1"
+libcst = "^1.4.0"
 
 [tool.poetry.group.dev.dependencies]
 isort = {extras = ["pyproject"], version = "^5.13.2"}
-mypy = "^1.9.0"
-pre-commit = "^3.7.0"
-pyupgrade = "^3.15.2"
+mypy = "^1.10.0"
+pre-commit = "^3.7.1"
+pyupgrade = "^3.16.0"
 ruff = "^0.4"
 
 [tool.poetry.group.docs.dependencies]
 sphinx = "^7.3.7"
 sphinx-autodoc-typehints = "^2.1"
-sphinx-hoverxref = "^1.3.0"
+sphinx-hoverxref = "^1.4.0"
 sphinx-rtd-theme = "^2.0.0"
 sphinx-selective-exclude = "^1.0.3"
 
 [tool.poetry.group.test.dependencies]
-coverage = "^7.5.0"
-hypothesis = "^6.100"
+coverage = "^7.5.3"
+hypothesis = "^6.103"
 pytest-cov = "^5.0.0"
 pytest-mock = "^3.14.0"
 pytest-picked = "^0.5.0"
diff --git a/src/pynguin/__init__.py b/src/pynguin/__init__.py
index 89086d1d..8f4ff543 100644
--- a/src/pynguin/__init__.py
+++ b/src/pynguin/__init__.py
@@ -23,7 +23,6 @@
     "ExportStrategy",
     "StatisticsBackend",
     "TypeInferenceStrategy",
-    "__version__",
     "run_pynguin",
     "set_configuration",
 ]
diff --git a/src/pynguin/analyses/modulecomplexity.py b/src/pynguin/analyses/modulecomplexity.py
index 73347962..cf35359c 100644
--- a/src/pynguin/analyses/modulecomplexity.py
+++ b/src/pynguin/analyses/modulecomplexity.py
@@ -52,7 +52,7 @@
     from collections.abc import Sequence
 
 
-class _ASTVisitor(ABC):
+class _ASTVisitor(ABC):  # noqa: B024
     """Performs a depth-first walk of the AST."""
 
     def __init__(self):
diff --git a/src/pynguin/ga/generationalgorithmfactory.py b/src/pynguin/ga/generationalgorithmfactory.py
index eba45c4e..b1a0b7f7 100644
--- a/src/pynguin/ga/generationalgorithmfactory.py
+++ b/src/pynguin/ga/generationalgorithmfactory.py
@@ -77,7 +77,7 @@
 C = TypeVar("C", bound=chrom.Chromosome)
 
 
-class GenerationAlgorithmFactory(Generic[C], ABC):
+class GenerationAlgorithmFactory(ABC, Generic[C]):
     """A generic generation algorithm factory."""
 
     _logger = logging.getLogger(__name__)
diff --git a/src/pynguin/ga/operators/ranking.py b/src/pynguin/ga/operators/ranking.py
index 54b15c14..70dd41f1 100644
--- a/src/pynguin/ga/operators/ranking.py
+++ b/src/pynguin/ga/operators/ranking.py
@@ -64,7 +64,7 @@ def get_number_of_sub_fronts(self) -> int:
         return len(self.fronts)
 
 
-class RankingFunction(Generic[C], ABC):
+class RankingFunction(ABC, Generic[C]):
     """Interface for ranking algorithms."""
 
     @abstractmethod
diff --git a/src/pynguin/instrumentation/instrumentation.py b/src/pynguin/instrumentation/instrumentation.py
index a47df1e1..74e2ae29 100644
--- a/src/pynguin/instrumentation/instrumentation.py
+++ b/src/pynguin/instrumentation/instrumentation.py
@@ -832,7 +832,7 @@ class CheckedCoverageInstrumentation(InstrumentationAdapter):
     def __init__(self, tracer: ExecutionTracer) -> None:  # noqa: D107
         self._tracer = tracer
 
-    def visit_node(
+    def visit_node(  # noqa: C901
         self,
         cfg: CFG,
         code_object_id: int,
diff --git a/src/pynguin/testcase/execution.py b/src/pynguin/testcase/execution.py
index e2a68bdd..59098c0e 100644
--- a/src/pynguin/testcase/execution.py
+++ b/src/pynguin/testcase/execution.py
@@ -1161,7 +1161,7 @@ def register_predicate(self, meta: PredicateMetaData) -> int:
         self.subject_properties.branch_less_code_objects.discard(meta.code_object_id)
         return predicate_id
 
-    def executed_compare_predicate(
+    def executed_compare_predicate(  # noqa: C901
         self, value1, value2, predicate: int, cmp_op: PynguinCompare
     ) -> None:
         """A predicate that is based on a comparison was executed.
diff --git a/src/pynguin/testcase/statement.py b/src/pynguin/testcase/statement.py
index be9a5946..5e8b71cc 100644
--- a/src/pynguin/testcase/statement.py
+++ b/src/pynguin/testcase/statement.py
@@ -506,7 +506,7 @@ def structural_eq(  # noqa: D102
         )
 
 
-class CollectionStatement(Generic[T], VariableCreatingStatement):
+class CollectionStatement(VariableCreatingStatement, Generic[T]):
     """Abstract base class for collection statements."""
 
     def __init__(
@@ -1436,7 +1436,7 @@ def __str__(self) -> str:
         )
 
 
-class PrimitiveStatement(Generic[T], VariableCreatingStatement):
+class PrimitiveStatement(VariableCreatingStatement, Generic[T]):
     """Abstract primitive statement which holds a value."""
 
     def __init__(
diff --git a/src/pynguin/testcase/testfactory.py b/src/pynguin/testcase/testfactory.py
index 14c6ae87..9c2e9657 100644
--- a/src/pynguin/testcase/testfactory.py
+++ b/src/pynguin/testcase/testfactory.py
@@ -242,7 +242,7 @@ def add_constructor(
                 args=parameters,
             )
             return test_case.add_variable_creating_statement(statement, position)
-        except BaseException as exception:  # noqa: BLE001
+        except BaseException as exception:
             raise ConstructionFailedException(
                 f"Failed to add constructor for {constructor}"
             ) from exception
diff --git a/src/pynguin/utils/statistics/outputvariablefactory.py b/src/pynguin/utils/statistics/outputvariablefactory.py
index 272e3d90..38d1b413 100644
--- a/src/pynguin/utils/statistics/outputvariablefactory.py
+++ b/src/pynguin/utils/statistics/outputvariablefactory.py
@@ -29,7 +29,7 @@
 T = TypeVar("T", int, float)
 
 
-class ChromosomeOutputVariableFactory(Generic[T], ABC):
+class ChromosomeOutputVariableFactory(ABC, Generic[T]):
     """Factory to create an output variable when given a test suite chromosome."""
 
     def __init__(self, variable: RuntimeVariable) -> None:
@@ -65,7 +65,7 @@ def get_variable(self, individual: chrom.Chromosome) -> sb.OutputVariable[T]:
         )
 
 
-class SequenceOutputVariableFactory(Generic[T], ABC):
+class SequenceOutputVariableFactory(ABC, Generic[T]):
     """Creates an output variable that represents a sequence of values."""
 
     def __init__(self, variable: stat.RuntimeVariable) -> None:  # noqa: D107
diff --git a/tests/analyses/test_initialpopulationseeding.py b/tests/analyses/test_initialpopulationseeding.py
index 3324448b..9254d76b 100644
--- a/tests/analyses/test_initialpopulationseeding.py
+++ b/tests/analyses/test_initialpopulationseeding.py
@@ -5,6 +5,8 @@
 #  SPDX-License-Identifier: MIT
 #
 
+import operator
+
 #  This file is part of Pynguin.
 #
 #
@@ -126,7 +128,7 @@ def test_collect_different_types(  # noqa: PLR0917
         constant_provider,
     )
     provider.collect_testcases(seed_modules_path)
-    rand_mock.side_effect = lambda x: x[testcase_pos]
+    rand_mock.side_effect = operator.itemgetter(testcase_pos)
 
     seeded_testcase = provider.random_testcase()
     assert seeded_testcase is not None
@@ -159,7 +161,7 @@ def test_create_assertion(  # noqa: PLR0917
         constant_provider,
     )
     provider.collect_testcases(seed_modules_path)
-    rand_mock.side_effect = lambda x: x[testcase_pos]
+    rand_mock.side_effect = operator.itemgetter(testcase_pos)
 
     seeded_testcase = provider.random_testcase()
     assert len(seeded_testcase.statements[position].assertions) == num_assertions
@@ -192,7 +194,7 @@ def test_not_working_cases(
 def test_seeded_test_case_factory_no_delegation(
     rand_mock, constant_provider, seed_modules_path, dummy_test_cluster
 ):
-    rand_mock.side_effect = lambda x: x[2]
+    rand_mock.side_effect = operator.itemgetter(2)
     test_factory = tf.TestFactory(dummy_test_cluster, constant_provider)
     provider = seeding.InitialPopulationProvider(
         dummy_test_cluster, test_factory, constant_provider
@@ -213,7 +215,7 @@ def test_seeded_test_case_factory_no_delegation(
 def test_seeded_test_case_factory_with_delegation(
     rand_mock, constant_provider, seed_modules_path, dummy_test_cluster
 ):
-    rand_mock.side_effect = lambda x: x[2]  # pragma: no cover
+    rand_mock.side_effect = operator.itemgetter(2)  # pragma: no cover
     test_factory = tf.TestFactory(dummy_test_cluster, constant_provider)
     provider = seeding.InitialPopulationProvider(
         dummy_test_cluster, test_factory, constant_provider
diff --git a/tests/analyses/test_typesystem.py b/tests/analyses/test_typesystem.py
index 2f901469..ade70ea8 100644
--- a/tests/analyses/test_typesystem.py
+++ b/tests/analyses/test_typesystem.py
@@ -5,6 +5,7 @@
 #  SPDX-License-Identifier: MIT
 #
 import inspect
+import operator
 
 from typing import Any
 from typing import TypeVar
@@ -607,7 +608,7 @@ def test_guess_generic_types_list_set_from_elements(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].type_checks.add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
@@ -624,7 +625,7 @@ def test_guess_generic_types_dict_key_from_elements(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].type_checks.add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
@@ -644,7 +645,7 @@ def test_guess_generic_types_dict_key_from_arguments(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].arg_types[0].add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
@@ -661,7 +662,7 @@ def test_guess_generic_types_dict_value_from_elements(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].type_checks.add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
@@ -681,7 +682,7 @@ def test_guess_generic_types_dict_value_from_arguments(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].arg_types[1].add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
@@ -705,7 +706,7 @@ def test_guess_generic_types_list_set_from_arguments(
     knowledge = UsageTraceNode("ROOT")
     knowledge.children[symbol].arg_types[0].add(int)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda x: x[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         assert inferred_signature._guess_generic_type_parameters_for_builtins(
             inferred_signature.type_system.convert_type_hint(typ), knowledge, 0
         ) == inferred_signature.type_system.convert_type_hint(result)
diff --git a/tests/slicer/test_expected_failures.py b/tests/slicer/test_expected_failures.py
index 54be3281..db71a3af 100644
--- a/tests/slicer/test_expected_failures.py
+++ b/tests/slicer/test_expected_failures.py
@@ -306,8 +306,7 @@ def plus_four(self, number):
 
     sliced_instructions = slice_function_at_return(func)
     checked_lines = set()
-    for instr in sliced_instructions:
-        checked_lines.add(instr.lineno)
+    checked_lines.update(instr.lineno for instr in sliced_instructions)
     expected_lines = {293, 296, 298, 300, 301, 302, 303, 304}
 
     # same as expected_lines == checked_lines, but with nicer output on failure
diff --git a/tests/slicer/test_language_features.py b/tests/slicer/test_language_features.py
index 551ffc6d..75d33abc 100644
--- a/tests/slicer/test_language_features.py
+++ b/tests/slicer/test_language_features.py
@@ -610,7 +610,7 @@ def __init__(self):
                 self.x = 1
 
             def inc_x(self):
-                self.x = self.x + 1
+                self.x = self.x + 1  # noqa: PLR6104
 
         ob = NestedClass()
         ob.inc_x()
diff --git a/tests/testcase/statements/test_parameterizedstatements.py b/tests/testcase/statements/test_parameterizedstatements.py
index ece46df7..d90d42cf 100644
--- a/tests/testcase/statements/test_parameterizedstatements.py
+++ b/tests/testcase/statements/test_parameterizedstatements.py
@@ -5,6 +5,7 @@
 #  SPDX-License-Identifier: MIT
 #
 import inspect
+import operator
 
 from unittest import mock
 from unittest.mock import MagicMock
@@ -291,7 +292,7 @@ def test_constructor_mutate_parameter_add_copy(constructor_mock, default_test_ca
         const, "_param_count_of_type"
     ) as param_count_of_type:
         with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-            choice_mock.side_effect = lambda coll: coll[0]
+            choice_mock.side_effect = operator.itemgetter(0)
             param_count_of_type.return_value = 5
             with mock.patch(
                 "pynguin.testcase.statement.is_optional_parameter"
@@ -355,7 +356,7 @@ def test_constructor_mutate_parameter_choose_existing(
     default_test_case.add_statement(float1)
     default_test_case.add_statement(const)
     with mock.patch("pynguin.utils.randomness.choice") as choice_mock:
-        choice_mock.side_effect = lambda coll: coll[0]
+        choice_mock.side_effect = operator.itemgetter(0)
         with mock.patch(
             "pynguin.testcase.testfactory.is_optional_parameter"
         ) as optional_mock: