diff --git a/.github/workflows/pre-commit-hooks.yml b/.github/workflows/pre-commit-hooks.yml
new file mode 100644
index 000000000..44472348f
--- /dev/null
+++ b/.github/workflows/pre-commit-hooks.yml
@@ -0,0 +1,26 @@
+# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: Run pre-commit-hooks
+
+on:
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - run: pipx install poetry
+    - uses: actions/setup-python@v4
+      with:
+        python-version: 3.8
+        cache: "poetry"
+    - run: poetry install --only pre-commit
+    - uses: actions/cache@v3
+      with:
+        path: ~/.cache/pre-commit
+        key: pre-commit-3|${{ env.pythonLocation }}|${{ runner.os }}|${{ hashFiles('.pre-commit-config.yaml') }}
+    - run: poetry run pre-commit run --all-files --show-diff-on-failure --color=always
diff --git a/.github/workflows/py.test.yml b/.github/workflows/py.test.yml
new file mode 100644
index 000000000..0fb2e7cbd
--- /dev/null
+++ b/.github/workflows/py.test.yml
@@ -0,0 +1,28 @@
+# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: Run tests
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  test:
+    strategy:
+      fail-fast: true
+      matrix:
+        python-version: ["3.8", "3.9", "3.10"]
+        os: [ubuntu-latest] # macos-latest, windows-latest
+    runs-on: ${{ matrix.os }}
+    steps:
+    - uses: actions/checkout@v3
+    - run: pipx install poetry
+    - uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: "poetry"
+    - run: poetry install --with test
+    - run: poetry run pytest
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
deleted file mode 100644
index 9f6e39b3a..000000000
--- a/.github/workflows/test.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
-# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
-
-name: Python package
-
-on:
-  push:
-    branches: [ "main" ]
-  pull_request:
-    branches: [ "main" ]
-
-jobs:
-  build:
-    strategy:
-      fail-fast: true
-      matrix:
-        python-version: ["3.8", "3.9", "3.10"]
-        os: [ubuntu-latest] # macos-latest, windows-latest
-    runs-on: ${{ matrix.os }}
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Cache Packages
-      uses: actions/cache@v3
-      with:
-        path: ~/.local
-        key: poetry-packages|${{ env.pythonLocation }}|${{ runner.os }}|${{ hashFiles('**/poetry.lock') }}
-    - name: Install poetry
-      run: |
-        pip install poetry
-    - name: Install dependencies
-      run: |
-        poetry install --with ci
-    - name: Load pre-commit cache
-      uses: actions/cache@v3
-      with:
-        path: ~/.cache/pre-commit
-        key: pre-commit-3|${{ env.pythonLocation }}|${{ runner.os }}|${{ hashFiles('.pre-commit-config.yaml') }}
-    - name: Run pre-commit hooks
-      run: |
-        poetry run pre-commit run --all-files --show-diff-on-failure --color=always
-    - name: Test with pytest
-      run: |
-        poetry run pytest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 39ccaab09..16f080549 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,7 +12,7 @@ repos:
         - "--filter-files"
         - "--project=autora"
   - repo: https://github.com/pycqa/flake8
-    rev: 5.0.4
+    rev: 6.0.0
     hooks:
       - id: flake8
         args:
diff --git a/poetry.lock b/poetry.lock
index 50bf15710..78a5a763a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -54,9 +54,20 @@ cffi = ">=1.0.1"
 dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
+[[package]]
+name = "arrow"
+version = "1.2.3"
+description = "Better dates & times for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+
 [[package]]
 name = "asttokens"
-version = "2.1.0"
+version = "2.2.1"
 description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
@@ -66,7 +77,7 @@ python-versions = "*"
 six = "*"
 
 [package.extras]
-test = ["astroid (<=2.5.3)", "pytest"]
+test = ["astroid", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -123,7 +134,7 @@ dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0
 
 [[package]]
 name = "certifi"
-version = "2022.9.24"
+version = "2022.12.7"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "dev"
 optional = false
@@ -178,6 +189,20 @@ category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
+[[package]]
+name = "comm"
+version = "0.1.2"
+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+traitlets = ">=5.3"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "contourpy"
 version = "1.0.6"
@@ -206,7 +231,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "debugpy"
-version = "1.6.3"
+version = "1.6.4"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
@@ -279,28 +304,28 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.8.0"
+version = "3.8.2"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
-testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2022.9.29)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
+testing = ["covdefaults (>=2.2.2)", "coverage (>=6.5)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
-version = "5.0.4"
+version = "6.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.8.1"
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.9.0,<2.10.0"
-pyflakes = ">=2.5.0,<2.6.0"
+pycodestyle = ">=2.10.0,<2.11.0"
+pyflakes = ">=3.0.0,<3.1.0"
 
 [[package]]
 name = "fonttools"
@@ -324,6 +349,14 @@ ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=14.0.0)"]
 woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
+[[package]]
+name = "fqdn"
+version = "1.5.1"
+description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
+
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -353,7 +386,7 @@ test = ["coverage", "mock (>=4)", "pytest (>=7)", "pytest-cov", "pytest-mock (>=
 
 [[package]]
 name = "griffe"
-version = "0.24.0"
+version = "0.24.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 category = "dev"
 optional = false
@@ -367,7 +400,7 @@ async = ["aiofiles (>=0.7,<1.0)"]
 
 [[package]]
 name = "identify"
-version = "2.5.8"
+version = "2.5.9"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -415,7 +448,7 @@ tifffile = ["tifffile"]
 
 [[package]]
 name = "importlib-metadata"
-version = "5.0.0"
+version = "5.1.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
@@ -431,7 +464,7 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 
 [[package]]
 name = "importlib-resources"
-version = "5.10.0"
+version = "5.10.1"
 description = "Read resources from Python packages"
 category = "dev"
 optional = false
@@ -454,7 +487,7 @@ python-versions = "*"
 
 [[package]]
 name = "ipykernel"
-version = "6.17.1"
+version = "6.19.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
@@ -462,6 +495,7 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+comm = ">=0.1.1"
 debugpy = ">=1.0"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
@@ -471,15 +505,18 @@ packaging = "*"
 psutil = "*"
 pyzmq = ">=17"
 tornado = ">=6.1"
-traitlets = ">=5.1.0"
+traitlets = ">=5.4.0"
 
 [package.extras]
+cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
+lint = ["black (>=22.6.0)", "mdformat (>0.7)", "ruff (>=0.0.156)"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
+typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "ipython"
-version = "8.6.0"
+version = "8.7.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
@@ -494,7 +531,7 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">3.0.1,<3.1.0"
+prompt-toolkit = ">=3.0.11,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
@@ -539,9 +576,20 @@ widgetsnbextension = ">=3.6.0,<3.7.0"
 [package.extras]
 test = ["mock", "pytest (>=3.6.0)", "pytest-cov"]
 
+[[package]]
+name = "isoduration"
+version = "20.11.0"
+description = "Operations with ISO 8601 durations"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+arrow = ">=0.15.0"
+
 [[package]]
 name = "jedi"
-version = "0.18.1"
+version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
@@ -551,8 +599,9 @@ python-versions = ">=3.6"
 parso = ">=0.8.0,<0.9.0"
 
 [package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -576,9 +625,17 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "jsonpointer"
+version = "2.3"
+description = "Identify specific nodes in a JSON document (RFC 6901)"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "jsonschema"
-version = "4.17.0"
+version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
@@ -586,9 +643,17 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=17.4.0"
+fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
@@ -612,7 +677,7 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "7.4.6"
+version = "7.4.8"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
@@ -651,48 +716,88 @@ test = ["pexpect"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.0.0"
+version = "5.1.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 
 [package.dependencies]
-platformdirs = "*"
+platformdirs = ">=2.5"
 pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
+traitlets = ">=5.3"
 
 [package.extras]
+docs = ["myst-parser", "sphinxcontrib-github-alt", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "jupyter-events"
+version = "0.5.0"
+description = "Jupyter Event System library"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+jsonschema = {version = ">=4.3.0", extras = ["format-nongpl"]}
+python-json-logger = "*"
+pyyaml = "*"
+traitlets = "*"
+
+[package.extras]
+cli = ["click", "rich"]
+test = ["click", "coverage", "pre-commit", "pytest (>=6.1.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+
 [[package]]
 name = "jupyter-server"
-version = "1.23.2"
+version = "2.0.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 anyio = ">=3.1.0,<4"
 argon2-cffi = "*"
 jinja2 = "*"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.7.0"
+jupyter-client = ">=7.4.4"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-events = ">=0.4.0"
+jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
-nbformat = ">=5.2.0"
+nbformat = ">=5.3.0"
 packaging = "*"
 prometheus-client = "*"
 pywinpty = {version = "*", markers = "os_name == \"nt\""}
-pyzmq = ">=17"
-Send2Trash = "*"
+pyzmq = ">=24"
+send2trash = "*"
 terminado = ">=0.8.3"
-tornado = ">=6.1.0"
-traitlets = ">=5.1"
+tornado = ">=6.2.0"
+traitlets = ">=5.6.0"
 websocket-client = "*"
 
 [package.extras]
-test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
+docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxemoji", "tornado"]
+lint = ["black (>=22.6.0)", "mdformat (>0.7)", "ruff (>=0.0.156)"]
+test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
+typing = ["mypy (>=0.990)"]
+
+[[package]]
+name = "jupyter-server-terminals"
+version = "0.4.2"
+description = "A Jupyter Server Extension Providing Terminals."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+pywinpty = {version = ">=2.0.3", markers = "os_name == \"nt\""}
+terminado = ">=0.8.3"
+
+[package.extras]
+docs = ["jinja2", "jupyter-server", "mistune (<2.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxemoji", "tornado"]
+test = ["coverage", "jupyter-server (>=2.0.0rc8)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -856,7 +961,7 @@ mkdocs = ">=1.0.3,<2.0.0"
 
 [[package]]
 name = "mkdocs-material"
-version = "8.5.10"
+version = "8.5.11"
 description = "Documentation that simply works"
 category = "dev"
 optional = false
@@ -873,7 +978,7 @@ requests = ">=2.26"
 
 [[package]]
 name = "mkdocs-material-extensions"
-version = "1.1"
+version = "1.1.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
 category = "dev"
 optional = false
@@ -969,25 +1074,26 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytes
 
 [[package]]
 name = "nbclient"
-version = "0.7.0"
+version = "0.7.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 
 [package.dependencies]
-jupyter-client = ">=6.1.5"
-nbformat = ">=5.0"
-nest-asyncio = "*"
-traitlets = ">=5.2.2"
+jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+nbformat = ">=5.1"
+traitlets = ">=5.3"
 
 [package.extras]
-sphinx = ["Sphinx (>=1.7)", "autodoc-traits", "mock", "moto", "myst-parser", "sphinx-book-theme"]
-test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets", "mypy", "nbconvert", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=60.0)", "testpath", "twine (>=1.11.0)", "xmltodict"]
+dev = ["pre-commit"]
+docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme"]
+test = ["ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.2.5"
+version = "7.2.6"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
@@ -1012,12 +1118,12 @@ tinycss2 = "*"
 traitlets = ">=5.0"
 
 [package.extras]
-all = ["ipykernel", "ipython", "ipywidgets (>=7)", "myst-parser", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pyqtwebengine (>=5.15)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (==5.0.2)", "sphinx-rtd-theme", "tornado (>=6.1)"]
-docs = ["ipython", "myst-parser", "nbsphinx (>=0.2.12)", "sphinx (==5.0.2)", "sphinx-rtd-theme"]
-qtpdf = ["pyqtwebengine (>=5.15)"]
+all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)"]
+qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency"]
+test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-dependency"]
 webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
@@ -1103,7 +1209,7 @@ test = ["pytest", "pytest-console-scripts", "pytest-tornasync"]
 
 [[package]]
 name = "numpy"
-version = "1.23.4"
+version = "1.23.5"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -1111,18 +1217,15 @@ python-versions = ">=3.8"
 
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "22.0"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pandas"
-version = "1.5.1"
+version = "1.5.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
@@ -1200,7 +1303,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "platformdirs"
-version = "2.5.4"
+version = "2.6.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
@@ -1251,7 +1354,7 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.32"
+version = "3.0.36"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
@@ -1300,7 +1403,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pycodestyle"
-version = "2.9.1"
+version = "2.10.0"
 description = "Python style guide checker"
 category = "dev"
 optional = false
@@ -1316,7 +1419,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pyflakes"
-version = "2.5.0"
+version = "3.0.1"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
@@ -1335,7 +1438,7 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "9.8"
+version = "9.9"
 description = "Extension pack for Python Markdown."
 category = "dev"
 optional = false
@@ -1394,6 +1497,14 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-json-logger"
+version = "2.0.4"
+description = "A python library adding a json log formatter"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "pytz"
 version = "2022.6"
@@ -1503,6 +1614,25 @@ urllib3 = ">=1.21.1,<1.27"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "rfc3339-validator"
+version = "0.1.4"
+description = "A pure python RFC3339 validator"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+name = "rfc3986-validator"
+version = "0.1.1"
+description = "Pure python rfc3986 validator"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
 [[package]]
 name = "scikit-learn"
 version = "1.1.3"
@@ -1572,7 +1702,7 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "65.5.1"
+version = "65.6.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
@@ -1627,7 +1757,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "stack-data"
-version = "0.6.1"
+version = "0.6.2"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "dev"
 optional = false
@@ -1654,7 +1784,7 @@ mpmath = ">=0.19"
 
 [[package]]
 name = "terminado"
-version = "0.17.0"
+version = "0.17.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 category = "dev"
 optional = false
@@ -1666,7 +1796,7 @@ pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
 tornado = ">=6.1.0"
 
 [package.extras]
-docs = ["pydata-sphinx-theme", "sphinx"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 
 [[package]]
@@ -1754,8 +1884,8 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.5.0"
-description = ""
+version = "5.6.0"
+description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
@@ -1772,13 +1902,24 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "uri-template"
+version = "1.2.0"
+description = "RFC 6570 URI Template Processor"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "mypy", "pep8-naming"]
+
 [[package]]
 name = "urllib3"
-version = "1.26.12"
+version = "1.26.13"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
@@ -1787,7 +1928,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.7"
+version = "20.17.1"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
@@ -1804,7 +1945,7 @@ testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7
 
 [[package]]
 name = "watchdog"
-version = "2.1.9"
+version = "2.2.0"
 description = "Filesystem events monitoring"
 category = "dev"
 optional = false
@@ -1821,6 +1962,14 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "webcolors"
+version = "1.12"
+description = "A library for working with color names and color values formats defined by HTML and CSS."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "webencodings"
 version = "0.5.1"
@@ -1855,7 +2004,7 @@ notebook = ">=4.4.1"
 
 [[package]]
 name = "zipp"
-version = "3.10.0"
+version = "3.11.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "dev"
 optional = false
@@ -1870,8 +2019,8 @@ tinkerforge = ["tinkerforge"]
 
 [metadata]
 lock-version = "1.1"
-python-versions = ">=3.8,<3.11"
-content-hash = "75203bcc5ad39107a313f37b21abc17df27fb6296930c1b311efca17710ee433"
+python-versions = ">=3.8.10,<3.11"
+content-hash = "ac4a5306318043f121a94a224b761bbbea5fc1f5e4d0322addcdada9d7fe9ec3"
 
 [metadata.files]
 anyio = [
@@ -1909,9 +2058,13 @@ argon2-cffi-bindings = [
     {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
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 ]
+arrow = [
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+    {file = "arrow-1.2.3.tar.gz", hash = "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1"},
+]
 asttokens = [
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+    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
+    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
 ]
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@@ -1930,8 +2083,8 @@ bleach = [
     {file = "bleach-5.0.1.tar.gz", hash = "sha256:0d03255c47eb9bd2f26aa9bb7f2107732e7e8fe195ca2f64709fcf3b0a4a085c"},
 ]
 certifi = [
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+    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
+    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
 ]
 cffi = [
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@@ -2015,6 +2168,10 @@ colorama = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
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 ]
+comm = [
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+    {file = "comm-0.1.2.tar.gz", hash = "sha256:3e2f5826578e683999b93716285b3b1f344f157bf75fa9ce0a797564e742f062"},
+]
 contourpy = [
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@@ -2091,24 +2248,24 @@ cycler = [
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 ]
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+    {file = "watchdog-2.2.0-py3-none-win_amd64.whl", hash = "sha256:1f8eca9d294a4f194ce9df0d97d19b5598f310950d3ac3dd6e8d25ae456d4c8a"},
+    {file = "watchdog-2.2.0-py3-none-win_ia64.whl", hash = "sha256:ad0150536469fa4b693531e497ffe220d5b6cd76ad2eda474a5e641ee204bbb6"},
+    {file = "watchdog-2.2.0.tar.gz", hash = "sha256:83cf8bc60d9c613b66a4c018051873d6273d9e45d040eed06d6a96241bd8ec01"},
 ]
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
+webcolors = [
+    {file = "webcolors-1.12-py3-none-any.whl", hash = "sha256:d98743d81d498a2d3eaf165196e65481f0d2ea85281463d856b1e51b09f62dce"},
+    {file = "webcolors-1.12.tar.gz", hash = "sha256:16d043d3a08fd6a1b1b7e3e9e62640d09790dce80d2bdd4792a175b35fe794a9"},
+]
 webencodings = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -3110,6 +3308,6 @@ widgetsnbextension = [
     {file = "widgetsnbextension-3.6.1.tar.gz", hash = "sha256:9c84ae64c2893c7cbe2eaafc7505221a795c27d68938454034ac487319a75b10"},
 ]
 zipp = [
-    {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
-    {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"},
+    {file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
+    {file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 8bf7df42b..140732c77 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ repository = "https://github.com/AutoResearch/autora"
 documentation = "https://autoresearch.github.io/autora/"
 
 [tool.poetry.dependencies]
-python = ">=3.8,<3.11"
+python = ">=3.8.10,<3.11"
 numpy = "^1.23.1"
 scipy = "^1.9.3"
 imageio = "^2.9.0"
@@ -31,9 +31,15 @@ tinkerforge = ["tinkerforge"]
 
 [tool.poetry.group.dev.dependencies]
 jupyter = "^1.0.0"
-pytest = "^7.2.0"
 ipython = "^8.4.0"
 ipywidgets = "^7.7.1"
+flake8 = "^6.0.0"
+
+[tool.poetry.group.test.dependencies]
+pytest = "^7.2.0"
+
+[tool.poetry.group.pre-commit.dependencies]
+pre-commit = "^2.20.0"
 
 [tool.poetry.group.docs.dependencies]
 mkdocs-material = "^8.5.10"
@@ -42,11 +48,6 @@ mkdocs-literate-nav = "^0.4.1"
 mkdocs-section-index = "^0.3.4"
 mkdocstrings-python = "^0.7.1"
 
-[tool.poetry.group.ci.dependencies]
-flake8 = "^5.0.4"
-pytest = "^7.1.2"
-pre-commit = "^2.20.0"
-
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"