diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index 3bc6e86..7e7dfcb 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -8,15 +8,15 @@ argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.2.0
+attrs==24.2.0
 babel==2.15.0
 beautifulsoup4==4.12.3
-black==24.4.2
+black==24.8.0
 bleach==6.1.0
-cachetools==5.3.3
+cachetools==5.4.0
 cattrs==23.2.3
-certifi==2024.6.2
-cffi==1.16.0
+certifi==2024.7.4
+cffi==1.17.0
 cfgv==3.4.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -25,18 +25,18 @@ colorama==0.4.6
 comm==0.2.2
 contourpy==1.2.1
 cycler==0.12.1
-debugpy==1.8.2
+debugpy==1.8.5
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 docstring-to-markdown==0.15
 docutils==0.19
-exceptiongroup==1.2.1
+exceptiongroup==1.2.2
 executing==2.0.1
 fastjsonschema==2.20.0
 filelock==3.15.4
-flake8==7.1.0
-fonttools==4.53.0
+flake8==7.1.1
+fonttools==4.53.1
 fqdn==1.5.1
 gitdb==4.0.11
 gitpython==3.1.43
@@ -44,10 +44,10 @@ greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.36
+identify==2.6.0
 idna==3.7
 imagesize==1.4.1
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 iniconfig==2.0.0
 ipykernel==6.29.5
 ipympl==0.9.4
@@ -60,29 +60,29 @@ jedi==0.19.1
 jinja2==3.1.4
 json5==0.9.25
 jsonpointer==3.0.0
-jsonschema==4.22.0
+jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.2
 jupyter-core==5.7.2
 jupyter-events==0.10.0
 jupyter-lsp==2.2.5
-jupyter-server==2.14.1
+jupyter-server==2.14.2
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.2.3
-jupyterlab-code-formatter==2.2.1
+jupyterlab==4.2.4
+jupyterlab-code-formatter==3.0.0
 jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.27.2
+jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
 kiwisolver==1.4.5
 lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.5
-matplotlib==3.9.0
+matplotlib==3.9.1.post1
 matplotlib-inline==0.1.7
 mccabe==0.7.0
 mdit-py-plugins==0.3.5
@@ -99,7 +99,7 @@ nbmake==1.5.4
 nest-asyncio==1.6.0
 nodeenv==1.9.1
 notebook-shim==0.2.4
-numpy==2.0.0
+numpy==2.0.1
 overrides==7.7.0
 packaging==24.1
 pandocfilters==1.5.1
@@ -109,35 +109,35 @@ pexpect==4.9.0
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
-pre-commit==3.7.1
+pre-commit==3.8.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.47
 psutil==6.0.0
 ptyprocess==0.7.0
-pure-eval==0.2.2
-pycodestyle==2.12.0
+pure-eval==0.2.3
+pycodestyle==2.12.1
 pycparser==2.22
 pydata-sphinx-theme==0.15.4
 pyflakes==3.2.0
 pygments==2.18.0
 pyparsing==3.1.2
 pyproject-api==1.7.1
-pytest==8.2.2
+pytest==8.3.2
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.2.1
+python-lsp-ruff==2.2.2
 python-lsp-server==1.11.0
 pytoolconfig==1.3.1
-pyyaml==6.0.1
-pyzmq==26.0.3
+pyyaml==6.0.2
+pyzmq==26.1.0
 referencing==0.35.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.13.0
-rpds-py==0.18.1
-ruff==0.5.0
+rpds-py==0.20.0
+ruff==0.5.6
 send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
@@ -152,28 +152,28 @@ sphinx-copybutton==0.5.2
 sphinx-design==0.6.0
 sphinx-exercise==0.4.1
 sphinx-togglebutton==0.3.2
-sphinxcontrib-applehelp==1.0.8
-sphinxcontrib-devhelp==1.0.6
-sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-applehelp==2.0.0
+sphinxcontrib-devhelp==2.0.0
+sphinxcontrib-htmlhelp==2.1.0
 sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.7
-sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.31
+sphinxcontrib-qthelp==2.0.0
+sphinxcontrib-serializinghtml==2.0.0
+sqlalchemy==2.0.32
 stack-data==0.6.3
-starlette==0.37.2
+starlette==0.38.2
 tabulate==0.9.0
 terminado==0.18.1
 tinycss2==1.3.0
 tomli==2.0.1
 tornado==6.4.1
-tox==4.15.1
+tox==4.17.0
 traitlets==5.14.3
 types-python-dateutil==2.9.0.20240316
 typing-extensions==4.12.2
 ujson==5.10.0
 uri-template==1.3.0
 urllib3==2.2.2
-uvicorn==0.30.1
+uvicorn==0.30.5
 virtualenv==20.26.3
 watchfiles==0.22.0
 wcwidth==0.2.13
@@ -181,7 +181,7 @@ webcolors==24.6.0
 webencodings==0.5.1
 websocket-client==1.8.0
 websockets==12.0
-wheel==0.43.0
+wheel==0.44.0
 widgetsnbextension==4.0.11
 zipp==3.19.2
 
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index 69264d2..eefcdb7 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -8,15 +8,15 @@ argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.2.0
+attrs==24.2.0
 babel==2.15.0
 beautifulsoup4==4.12.3
-black==24.4.2
+black==24.8.0
 bleach==6.1.0
-cachetools==5.3.3
+cachetools==5.4.0
 cattrs==23.2.3
-certifi==2024.6.2
-cffi==1.16.0
+certifi==2024.7.4
+cffi==1.17.0
 cfgv==3.4.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -25,7 +25,7 @@ colorama==0.4.6
 comm==0.2.2
 contourpy==1.2.1
 cycler==0.12.1
-debugpy==1.8.2
+debugpy==1.8.5
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
@@ -34,8 +34,8 @@ docutils==0.19
 executing==2.0.1
 fastjsonschema==2.20.0
 filelock==3.15.4
-flake8==7.1.0
-fonttools==4.53.0
+flake8==7.1.1
+fonttools==4.53.1
 fqdn==1.5.1
 gitdb==4.0.11
 gitpython==3.1.43
@@ -43,10 +43,10 @@ greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.36
+identify==2.6.0
 idna==3.7
 imagesize==1.4.1
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 iniconfig==2.0.0
 ipykernel==6.29.5
 ipympl==0.9.4
@@ -59,29 +59,29 @@ jedi==0.19.1
 jinja2==3.1.4
 json5==0.9.25
 jsonpointer==3.0.0
-jsonschema==4.22.0
+jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.2
 jupyter-core==5.7.2
 jupyter-events==0.10.0
 jupyter-lsp==2.2.5
-jupyter-server==2.14.1
+jupyter-server==2.14.2
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.2.3
-jupyterlab-code-formatter==2.2.1
+jupyterlab==4.2.4
+jupyterlab-code-formatter==3.0.0
 jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.27.2
+jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
 kiwisolver==1.4.5
 lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.5
-matplotlib==3.9.0
+matplotlib==3.9.1.post1
 matplotlib-inline==0.1.7
 mccabe==0.7.0
 mdit-py-plugins==0.3.5
@@ -98,7 +98,7 @@ nbmake==1.5.4
 nest-asyncio==1.6.0
 nodeenv==1.9.1
 notebook-shim==0.2.4
-numpy==2.0.0
+numpy==2.0.1
 overrides==7.7.0
 packaging==24.1
 pandocfilters==1.5.1
@@ -108,35 +108,35 @@ pexpect==4.9.0
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
-pre-commit==3.7.1
+pre-commit==3.8.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.47
 psutil==6.0.0
 ptyprocess==0.7.0
-pure-eval==0.2.2
-pycodestyle==2.12.0
+pure-eval==0.2.3
+pycodestyle==2.12.1
 pycparser==2.22
 pydata-sphinx-theme==0.15.4
 pyflakes==3.2.0
 pygments==2.18.0
 pyparsing==3.1.2
 pyproject-api==1.7.1
-pytest==8.2.2
+pytest==8.3.2
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.2.1
+python-lsp-ruff==2.2.2
 python-lsp-server==1.11.0
 pytoolconfig==1.3.1
-pyyaml==6.0.1
-pyzmq==26.0.3
+pyyaml==6.0.2
+pyzmq==26.1.0
 referencing==0.35.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.13.0
-rpds-py==0.18.1
-ruff==0.5.0
+rpds-py==0.20.0
+ruff==0.5.6
 send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
@@ -151,27 +151,27 @@ sphinx-copybutton==0.5.2
 sphinx-design==0.6.0
 sphinx-exercise==0.4.1
 sphinx-togglebutton==0.3.2
-sphinxcontrib-applehelp==1.0.8
-sphinxcontrib-devhelp==1.0.6
-sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-applehelp==2.0.0
+sphinxcontrib-devhelp==2.0.0
+sphinxcontrib-htmlhelp==2.1.0
 sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.7
-sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.31
+sphinxcontrib-qthelp==2.0.0
+sphinxcontrib-serializinghtml==2.0.0
+sqlalchemy==2.0.32
 stack-data==0.6.3
-starlette==0.37.2
+starlette==0.38.2
 tabulate==0.9.0
 terminado==0.18.1
 tinycss2==1.3.0
 tornado==6.4.1
-tox==4.15.1
+tox==4.17.0
 traitlets==5.14.3
 types-python-dateutil==2.9.0.20240316
 typing-extensions==4.12.2
 ujson==5.10.0
 uri-template==1.3.0
 urllib3==2.2.2
-uvicorn==0.30.1
+uvicorn==0.30.5
 virtualenv==20.26.3
 watchfiles==0.22.0
 wcwidth==0.2.13
@@ -179,7 +179,7 @@ webcolors==24.6.0
 webencodings==0.5.1
 websocket-client==1.8.0
 websockets==12.0
-wheel==0.43.0
+wheel==0.44.0
 widgetsnbextension==4.0.11
 zipp==3.19.2
 
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index fd63670..5f88044 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -8,15 +8,15 @@ argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.2.0
+attrs==24.2.0
 babel==2.15.0
 beautifulsoup4==4.12.3
-black==24.4.2
+black==24.8.0
 bleach==6.1.0
-cachetools==5.3.3
+cachetools==5.4.0
 cattrs==23.2.3
-certifi==2024.6.2
-cffi==1.16.0
+certifi==2024.7.4
+cffi==1.17.0
 cfgv==3.4.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -25,7 +25,7 @@ colorama==0.4.6
 comm==0.2.2
 contourpy==1.2.1
 cycler==0.12.1
-debugpy==1.8.2
+debugpy==1.8.5
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
@@ -34,8 +34,8 @@ docutils==0.19
 executing==2.0.1
 fastjsonschema==2.20.0
 filelock==3.15.4
-flake8==7.1.0
-fonttools==4.53.0
+flake8==7.1.1
+fonttools==4.53.1
 fqdn==1.5.1
 gitdb==4.0.11
 gitpython==3.1.43
@@ -43,10 +43,10 @@ greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.36
+identify==2.6.0
 idna==3.7
 imagesize==1.4.1
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 iniconfig==2.0.0
 ipykernel==6.29.5
 ipympl==0.9.4
@@ -59,29 +59,29 @@ jedi==0.19.1
 jinja2==3.1.4
 json5==0.9.25
 jsonpointer==3.0.0
-jsonschema==4.22.0
+jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.2
 jupyter-core==5.7.2
 jupyter-events==0.10.0
 jupyter-lsp==2.2.5
-jupyter-server==2.14.1
+jupyter-server==2.14.2
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.2.3
-jupyterlab-code-formatter==2.2.1
+jupyterlab==4.2.4
+jupyterlab-code-formatter==3.0.0
 jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.27.2
+jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
 kiwisolver==1.4.5
 lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.5
-matplotlib==3.9.0
+matplotlib==3.9.1.post1
 matplotlib-inline==0.1.7
 mccabe==0.7.0
 mdit-py-plugins==0.3.5
@@ -98,7 +98,7 @@ nbmake==1.5.4
 nest-asyncio==1.6.0
 nodeenv==1.9.1
 notebook-shim==0.2.4
-numpy==2.0.0
+numpy==2.0.1
 overrides==7.7.0
 packaging==24.1
 pandocfilters==1.5.1
@@ -108,35 +108,35 @@ pexpect==4.9.0
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
-pre-commit==3.7.1
+pre-commit==3.8.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.47
 psutil==6.0.0
 ptyprocess==0.7.0
-pure-eval==0.2.2
-pycodestyle==2.12.0
+pure-eval==0.2.3
+pycodestyle==2.12.1
 pycparser==2.22
 pydata-sphinx-theme==0.15.4
 pyflakes==3.2.0
 pygments==2.18.0
 pyparsing==3.1.2
 pyproject-api==1.7.1
-pytest==8.2.2
+pytest==8.3.2
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.2.1
+python-lsp-ruff==2.2.2
 python-lsp-server==1.11.0
 pytoolconfig==1.3.1
-pyyaml==6.0.1
-pyzmq==26.0.3
+pyyaml==6.0.2
+pyzmq==26.1.0
 referencing==0.35.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.13.0
-rpds-py==0.18.1
-ruff==0.5.0
+rpds-py==0.20.0
+ruff==0.5.6
 send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
@@ -151,27 +151,27 @@ sphinx-copybutton==0.5.2
 sphinx-design==0.6.0
 sphinx-exercise==0.4.1
 sphinx-togglebutton==0.3.2
-sphinxcontrib-applehelp==1.0.8
-sphinxcontrib-devhelp==1.0.6
-sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-applehelp==2.0.0
+sphinxcontrib-devhelp==2.0.0
+sphinxcontrib-htmlhelp==2.1.0
 sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.7
-sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.31
+sphinxcontrib-qthelp==2.0.0
+sphinxcontrib-serializinghtml==2.0.0
+sqlalchemy==2.0.32
 stack-data==0.6.3
-starlette==0.37.2
+starlette==0.38.2
 tabulate==0.9.0
 terminado==0.18.1
 tinycss2==1.3.0
 tornado==6.4.1
-tox==4.15.1
+tox==4.17.0
 traitlets==5.14.3
 types-python-dateutil==2.9.0.20240316
 typing-extensions==4.12.2
 ujson==5.10.0
 uri-template==1.3.0
 urllib3==2.2.2
-uvicorn==0.30.1
+uvicorn==0.30.5
 virtualenv==20.26.3
 watchfiles==0.22.0
 wcwidth==0.2.13
@@ -179,7 +179,7 @@ webcolors==24.6.0
 webencodings==0.5.1
 websocket-client==1.8.0
 websockets==12.0
-wheel==0.43.0
+wheel==0.44.0
 widgetsnbextension==4.0.11
 zipp==3.19.2
 
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 17f5718..cd8f65f 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -8,16 +8,16 @@ argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.2.0
+attrs==24.2.0
 babel==2.15.0
 backcall==0.2.0
 beautifulsoup4==4.12.3
-black==24.4.2
+black==24.8.0
 bleach==6.1.0
-cachetools==5.3.3
+cachetools==5.4.0
 cattrs==23.2.3
-certifi==2024.6.2
-cffi==1.16.0
+certifi==2024.7.4
+cffi==1.17.0
 cfgv==3.4.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -26,18 +26,18 @@ colorama==0.4.6
 comm==0.2.2
 contourpy==1.1.1
 cycler==0.12.1
-debugpy==1.8.2
+debugpy==1.8.5
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 docstring-to-markdown==0.15
 docutils==0.19
-exceptiongroup==1.2.1
+exceptiongroup==1.2.2
 executing==2.0.1
 fastjsonschema==2.20.0
 filelock==3.15.4
 flake8==5.0.4
-fonttools==4.53.0
+fonttools==4.53.1
 fqdn==1.5.1
 gitdb==4.0.11
 gitpython==3.1.43
@@ -45,10 +45,10 @@ greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.36
+identify==2.6.0
 idna==3.7
 imagesize==1.4.1
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 importlib-resources==6.4.0
 iniconfig==2.0.0
 ipykernel==6.29.5
@@ -62,23 +62,23 @@ jedi==0.18.2
 jinja2==3.1.4
 json5==0.9.25
 jsonpointer==3.0.0
-jsonschema==4.22.0
+jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
 jupyter-cache==0.6.1
 jupyter-client==8.6.2
 jupyter-core==5.7.2
 jupyter-events==0.10.0
 jupyter-lsp==2.2.5
-jupyter-server==2.14.1
+jupyter-server==2.14.2
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.2.3
-jupyterlab-code-formatter==2.2.1
+jupyterlab==4.2.4
+jupyterlab-code-formatter==3.0.0
 jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.27.2
+jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
 kiwisolver==1.4.5
 livereload==2.7.0
@@ -119,7 +119,7 @@ prometheus-client==0.20.0
 prompt-toolkit==3.0.47
 psutil==6.0.0
 ptyprocess==0.7.0
-pure-eval==0.2.2
+pure-eval==0.2.3
 pycodestyle==2.9.1
 pycparser==2.22
 pydata-sphinx-theme==0.14.4
@@ -127,23 +127,23 @@ pyflakes==2.5.0
 pygments==2.18.0
 pyparsing==3.1.2
 pyproject-api==1.7.1
-pytest==8.2.2
+pytest==8.3.2
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.2.1
+python-lsp-ruff==2.2.2
 python-lsp-server==1.7.4
 pytoolconfig==1.3.1
 pytz==2024.1
-pyyaml==6.0.1
-pyzmq==26.0.3
+pyyaml==6.0.2
+pyzmq==26.1.0
 referencing==0.35.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.13.0
-rpds-py==0.18.1
-ruff==0.5.0
+rpds-py==0.20.0
+ruff==0.5.6
 send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
@@ -164,14 +164,14 @@ sphinxcontrib-htmlhelp==2.0.1
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
-sqlalchemy==2.0.31
+sqlalchemy==2.0.32
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.1
 tinycss2==1.3.0
 tomli==2.0.1
 tornado==6.4.1
-tox==4.15.1
+tox==4.17.0
 traitlets==5.14.3
 types-python-dateutil==2.9.0.20240316
 typing-extensions==4.12.2
@@ -183,7 +183,7 @@ wcwidth==0.2.13
 webcolors==24.6.0
 webencodings==0.5.1
 websocket-client==1.8.0
-wheel==0.43.0
+wheel==0.44.0
 widgetsnbextension==4.0.11
 zipp==3.19.2
 
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 93f83d5..b2fbb76 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -8,15 +8,15 @@ argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.2.0
+attrs==24.2.0
 babel==2.15.0
 beautifulsoup4==4.12.3
-black==24.4.2
+black==24.8.0
 bleach==6.1.0
-cachetools==5.3.3
+cachetools==5.4.0
 cattrs==23.2.3
-certifi==2024.6.2
-cffi==1.16.0
+certifi==2024.7.4
+cffi==1.17.0
 cfgv==3.4.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -25,18 +25,18 @@ colorama==0.4.6
 comm==0.2.2
 contourpy==1.2.1
 cycler==0.12.1
-debugpy==1.8.2
+debugpy==1.8.5
 decorator==5.1.1
 defusedxml==0.7.1
 distlib==0.3.8
 docstring-to-markdown==0.15
 docutils==0.19
-exceptiongroup==1.2.1
+exceptiongroup==1.2.2
 executing==2.0.1
 fastjsonschema==2.20.0
 filelock==3.15.4
-flake8==7.1.0
-fonttools==4.53.0
+flake8==7.1.1
+fonttools==4.53.1
 fqdn==1.5.1
 gitdb==4.0.11
 gitpython==3.1.43
@@ -44,10 +44,10 @@ greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
-identify==2.5.36
+identify==2.6.0
 idna==3.7
 imagesize==1.4.1
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 importlib-resources==6.4.0
 iniconfig==2.0.0
 ipykernel==6.29.5
@@ -61,29 +61,29 @@ jedi==0.19.1
 jinja2==3.1.4
 json5==0.9.25
 jsonpointer==3.0.0
-jsonschema==4.22.0
+jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.2
 jupyter-core==5.7.2
 jupyter-events==0.10.0
 jupyter-lsp==2.2.5
-jupyter-server==2.14.1
+jupyter-server==2.14.2
 jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.3
-jupyterlab==4.2.3
-jupyterlab-code-formatter==2.2.1
+jupyterlab==4.2.4
+jupyterlab-code-formatter==3.0.0
 jupyterlab-git==0.50.1
 jupyterlab-lsp==5.1.0
 jupyterlab-myst==2.4.2
 jupyterlab-pygments==0.3.0
-jupyterlab-server==2.27.2
+jupyterlab-server==2.27.3
 jupyterlab-widgets==3.0.11
 kiwisolver==1.4.5
 lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.5
-matplotlib==3.9.0
+matplotlib==3.9.1.post1
 matplotlib-inline==0.1.7
 mccabe==0.7.0
 mdit-py-plugins==0.3.5
@@ -100,7 +100,7 @@ nbmake==1.5.4
 nest-asyncio==1.6.0
 nodeenv==1.9.1
 notebook-shim==0.2.4
-numpy==2.0.0
+numpy==2.0.1
 overrides==7.7.0
 packaging==24.1
 pandocfilters==1.5.1
@@ -110,35 +110,35 @@ pexpect==4.9.0
 pillow==10.4.0
 platformdirs==4.2.2
 pluggy==1.5.0
-pre-commit==3.7.1
+pre-commit==3.8.0
 prometheus-client==0.20.0
 prompt-toolkit==3.0.47
 psutil==6.0.0
 ptyprocess==0.7.0
-pure-eval==0.2.2
-pycodestyle==2.12.0
+pure-eval==0.2.3
+pycodestyle==2.12.1
 pycparser==2.22
 pydata-sphinx-theme==0.15.4
 pyflakes==3.2.0
 pygments==2.18.0
 pyparsing==3.1.2
 pyproject-api==1.7.1
-pytest==8.2.2
+pytest==8.3.2
 python-dateutil==2.9.0.post0
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.2.1
+python-lsp-ruff==2.2.2
 python-lsp-server==1.11.0
 pytoolconfig==1.3.1
-pyyaml==6.0.1
-pyzmq==26.0.3
+pyyaml==6.0.2
+pyzmq==26.1.0
 referencing==0.35.1
 requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.13.0
-rpds-py==0.18.1
-ruff==0.5.0
+rpds-py==0.20.0
+ruff==0.5.6
 send2trash==1.8.3
 six==1.16.0
 smmap==5.0.1
@@ -153,28 +153,28 @@ sphinx-copybutton==0.5.2
 sphinx-design==0.6.0
 sphinx-exercise==0.4.1
 sphinx-togglebutton==0.3.2
-sphinxcontrib-applehelp==1.0.8
-sphinxcontrib-devhelp==1.0.6
-sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-applehelp==2.0.0
+sphinxcontrib-devhelp==2.0.0
+sphinxcontrib-htmlhelp==2.1.0
 sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.7
-sphinxcontrib-serializinghtml==1.1.10
-sqlalchemy==2.0.31
+sphinxcontrib-qthelp==2.0.0
+sphinxcontrib-serializinghtml==2.0.0
+sqlalchemy==2.0.32
 stack-data==0.6.3
-starlette==0.37.2
+starlette==0.38.2
 tabulate==0.9.0
 terminado==0.18.1
 tinycss2==1.3.0
 tomli==2.0.1
 tornado==6.4.1
-tox==4.15.1
+tox==4.17.0
 traitlets==5.14.3
 types-python-dateutil==2.9.0.20240316
 typing-extensions==4.12.2
 ujson==5.10.0
 uri-template==1.3.0
 urllib3==2.2.2
-uvicorn==0.30.1
+uvicorn==0.30.5
 virtualenv==20.26.3
 watchfiles==0.22.0
 wcwidth==0.2.13
@@ -182,7 +182,7 @@ webcolors==24.6.0
 webencodings==0.5.1
 websocket-client==1.8.0
 websockets==12.0
-wheel==0.43.0
+wheel==0.44.0
 widgetsnbextension==4.0.11
 zipp==3.19.2
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 746e888..5bc8972 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,7 +37,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.3.9
+    rev: 0.3.17
     hooks:
       - id: check-dev-files
         args:
@@ -53,7 +53,7 @@ repos:
       - id: colab-toc-visible
 
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.8.5
+    rev: 1.8.7
     hooks:
       - id: nbqa-flake8
       - id: nbqa-isort
@@ -89,7 +89,7 @@ repos:
           - --in-place
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.4.2
+    rev: 24.8.0
     hooks:
       - id: black-jupyter
         args: [--line-length=85]