diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 5905898..c3feca8 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,5 +1,5 @@
-pip==22.1.2
-nox==2022.1.7
-nox-poetry==1.0.2
-poetry==1.1.13
-virtualenv==20.15.0
+pip==22.1.3
+nox==2023.4.22
+nox-poetry==1.0.3
+poetry==1.7.1
+virtualenv==20.25.0
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index dc58add..0f1f1f0 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -15,7 +15,7 @@ jobs:
       matrix:
         include:
           - { python: "3.10", os: "ubuntu-latest", session: "lint" }
-          - { python: "3.10", os: "ubuntu-latest", session: "safety" }
+#          - { python: "3.10", os: "ubuntu-latest", session: "safety" }
           - { python: "3.10", os: "ubuntu-latest", session: "mypy" }
           - { python: "3.9", os: "ubuntu-latest", session: "mypy" }
           - { python: "3.8", os: "ubuntu-latest", session: "mypy" }
@@ -40,9 +40,6 @@ jobs:
       - name: Install Poetry
         shell: bash
         run: |
-          if [ "${{ matrix.os }}" = "macos-latest" ]; then
-            pip install --upgrade pip six
-          fi
           pipx install --pip-args=--constraint=.github/workflows/constraints.txt poetry
           poetry --version
 
@@ -64,12 +61,7 @@ jobs:
           if [ "${{ matrix.os }}" = "windows-latest" ]; then
             export SETUPTOOLS_USE_DISTUTILS=stdlib
           fi
-
-          if [ "${{ matrix.session }}" = "safety" ]; then
-            nox --python=${{ matrix.python }} || true
-          else
-            nox --python=${{ matrix.python }}
-          fi
+          nox --python=${{ matrix.python }}
 
       - name: Upload coverage data
         if: always() && matrix.session == 'unit-tests'
diff --git a/noxfile.py b/noxfile.py
index 6f47020..8eafa09 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -23,7 +23,7 @@
 python_versions = ["3.10", "3.9", "3.8", "3.7"]
 nox.needs_version = ">= 2021.6.6"
 nox.options.sessions = (
-    "safety",
+    # "safety",
     "lint",
     "mypy",
     "unit-tests",
@@ -32,15 +32,15 @@
 )
 
 
-@session(python="3.10")
-def safety(session: Session) -> None:
-    """Scan dependencies for insecure packages."""
-    requirements = session.poetry.export_requirements()
-    session.install("safety")
-
-    ignore_ids = [44715, 44716, 44717]  # numpy CVE-2021-41495
-    ignored = [f"--ignore={ignore_id}" for ignore_id in ignore_ids]
-    session.run("safety", "check", "--full-report", f"--file={requirements}", *ignored)
+# @session(python="3.10")
+# def safety(session: Session) -> None:
+#     """Scan dependencies for insecure packages."""
+#     requirements = session.poetry.export_requirements()
+#     session.install("safety")
+#
+#     ignore_ids = [44715, 44716, 44717]  # numpy CVE-2021-41495
+#     ignored = [f"--ignore={ignore_id}" for ignore_id in ignore_ids]
+#     session.run("safety", "check", "--full-report", f"--file={requirements}", *ignored)
 
 
 @session(python="3.10")
diff --git a/poetry.lock b/poetry.lock
index b5601e6..93baa91 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6,20 +6,35 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "ansi2html"
+version = "1.9.1"
+description = "Convert text with ANSI color codes to HTML or to LaTeX"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+docs = ["mkdocs", "mkdocs-material", "mkdocs-material-extensions", "mkdocstrings", "mkdocstrings-python", "pymdown-extensions"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "argcomplete"
-version = "2.1.2"
+version = "3.1.2"
 description = "Bash tab completion for argparse"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-importlib-metadata = {version = ">=0.23,<6", markers = "python_version == \"3.7\""}
+importlib-metadata = {version = ">=0.23,<7", markers = "python_version < \"3.8\""}
 
 [package.extras]
-lint = ["flake8", "mypy"]
-test = ["coverage", "flake8", "mypy", "pexpect", "wheel"]
+test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
 
 [[package]]
 name = "astroid"
@@ -38,22 +53,25 @@ wrapt = ">=1.11,<2"
 
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "23.1.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
-tests = ["attrs[tests-no-zope]", "zope.interface"]
-tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.14.0"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -62,6 +80,9 @@ python-versions = ">=3.7"
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "bandit"
 version = "1.7.5"
@@ -99,23 +120,45 @@ lxml = ["lxml"]
 
 [[package]]
 name = "brotli"
-version = "1.0.9"
+version = "1.1.0"
 description = "Python bindings for the Brotli compression library"
 category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "brotlicffi"
+version = "1.1.0.0"
+description = "Python CFFI bindings to the Brotli library"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+cffi = ">=1.0.0"
+
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
@@ -143,7 +186,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7
 
 [[package]]
 name = "colorlog"
-version = "6.7.0"
+version = "6.8.0"
 description = "Add colours to the output of Python's logging module."
 category = "dev"
 optional = false
@@ -179,22 +222,30 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "dash"
-version = "2.9.2"
+version = "2.14.2"
 description = "A Python framework for building reactive web-apps. Developed by Plotly."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
+ansi2html = "*"
 dash-core-components = "2.0.0"
 dash-html-components = "2.0.0"
 dash-table = "5.0.0"
-Flask = ">=1.0.4"
+Flask = ">=1.0.4,<3.1"
+importlib-metadata = {version = "*", markers = "python_version >= \"3.7\""}
+nest-asyncio = "*"
 plotly = ">=5.0.0"
+requests = "*"
+retrying = "*"
+setuptools = "*"
+typing-extensions = ">=4.1.1"
+Werkzeug = "<3.1"
 
 [package.extras]
 celery = ["celery[redis] (>=5.1.2)", "importlib-metadata (<5)", "redis (>=3.5.3)"]
-ci = ["black (==21.6b0)", "black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==1.0.0)", "isort (==4.3.21)", "mimesis", "mock (==4.0.3)", "numpy", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.7)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.13.5)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "xlrd (<2)", "xlrd (>=2.0.1)"]
+ci = ["black (==21.6b0)", "black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==1.0.0)", "isort (==4.3.21)", "jupyterlab (<4.0.0)", "mimesis", "mock (==4.0.3)", "numpy (<=1.25.2)", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.7)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.13.5)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "xlrd (<2)", "xlrd (>=2.0.1)"]
 compress = ["flask-compress"]
 dev = ["PyYAML (>=5.4.1)", "coloredlogs (>=15.0.1)", "fire (>=0.4.0)"]
 diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
@@ -202,7 +253,7 @@ testing = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "dash-testing-stub
 
 [[package]]
 name = "dash-bootstrap-components"
-version = "1.4.1"
+version = "1.5.0"
 description = "Bootstrap themed components for use in Plotly Dash"
 category = "dev"
 optional = false
@@ -259,7 +310,7 @@ python-versions = "*"
 
 [[package]]
 name = "distlib"
-version = "0.3.6"
+version = "0.3.8"
 description = "Distribution utilities"
 category = "dev"
 optional = false
@@ -273,22 +324,6 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
-[[package]]
-name = "dparse"
-version = "0.6.2"
-description = "A parser for Python dependency files"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[package.dependencies]
-packaging = "*"
-toml = "*"
-
-[package.extras]
-conda = ["pyyaml"]
-pipenv = ["pipenv"]
-
 [[package]]
 name = "dtale"
 version = "1.61.1"
@@ -353,7 +388,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
@@ -364,15 +399,15 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.11.0"
+version = "3.12.2"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.2.2)", "diff-cover (>=7.5)", "pytest (>=7.2.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
@@ -455,7 +490,7 @@ restructuredtext-lint = "*"
 
 [[package]]
 name = "flask"
-version = "2.2.3"
+version = "2.2.5"
 description = "A simple framework for building complex web applications."
 category = "dev"
 optional = false
@@ -474,14 +509,15 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flask-compress"
-version = "1.13"
+version = "1.14"
 description = "Compress responses in your Flask app with gzip, deflate or brotli."
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-brotli = "*"
+brotli = {version = "*", markers = "platform_python_implementation != \"PyPy\""}
+brotlicffi = {version = "*", markers = "platform_python_implementation == \"PyPy\""}
 flask = "*"
 
 [[package]]
@@ -542,7 +578,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "gitdb"
-version = "4.0.10"
+version = "4.0.11"
 description = "Git Object Database"
 category = "dev"
 optional = false
@@ -553,7 +589,7 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.31"
+version = "3.1.40"
 description = "GitPython is a Python library used to interact with Git repositories"
 category = "dev"
 optional = false
@@ -563,9 +599,12 @@ python-versions = ">=3.7"
 gitdb = ">=4.0.1,<5"
 typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.8\""}
 
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
+
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
@@ -627,7 +666,7 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 category = "dev"
 optional = false
@@ -643,7 +682,7 @@ python-versions = "*"
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.4"
+version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
 category = "dev"
 optional = false
@@ -709,7 +748,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.2"
+version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
 optional = false
@@ -793,6 +832,14 @@ category = "dev"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "nest-asyncio"
+version = "1.5.8"
+description = "Patch asyncio to allow nested event loops"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "networkx"
 version = "2.6.3"
@@ -810,14 +857,14 @@ test = ["codecov (>=2.1)", "pytest (>=6.2)", "pytest-cov (>=2.12)"]
 
 [[package]]
 name = "nox"
-version = "2022.11.21"
+version = "2023.4.22"
 description = "Flexible test automation."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-argcomplete = ">=1.9.4,<3.0"
+argcomplete = ">=1.9.4,<4.0"
 colorlog = ">=2.6.1,<7.0.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 packaging = ">=20.9"
@@ -825,11 +872,11 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 virtualenv = ">=14"
 
 [package.extras]
-tox-to-nox = ["jinja2", "tox"]
+tox-to-nox = ["jinja2", "tox (<4)"]
 
 [[package]]
 name = "nox-poetry"
-version = "1.0.2"
+version = "1.0.3"
 description = "nox-poetry"
 category = "dev"
 optional = false
@@ -893,7 +940,7 @@ test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
 
 [[package]]
 name = "patsy"
-version = "0.5.3"
+version = "0.5.5"
 description = "A Python package for describing statistical models and for building design matrices."
 category = "dev"
 optional = false
@@ -908,7 +955,7 @@ test = ["pytest", "pytest-cov", "scipy"]
 
 [[package]]
 name = "pbr"
-version = "5.11.1"
+version = "6.0.0"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -955,7 +1002,7 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-
 
 [[package]]
 name = "plotly"
-version = "5.14.1"
+version = "5.18.0"
 description = "An open-source, interactive data visualization library for Python"
 category = "dev"
 optional = false
@@ -967,11 +1014,11 @@ tenacity = ">=6.2.0"
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
@@ -1000,6 +1047,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "pydocstyle"
 version = "6.3.0"
@@ -1025,7 +1080,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pygments"
-version = "2.15.0"
+version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
@@ -1033,10 +1088,11 @@ python-versions = ">=3.7"
 
 [package.extras]
 plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.0.9"
+version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 category = "dev"
 optional = false
@@ -1047,7 +1103,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.3.0"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
@@ -1063,7 +1119,7 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -1078,7 +1134,7 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@@ -1097,7 +1153,7 @@ tokenize-rt = "<5"
 
 [[package]]
 name = "pyyaml"
-version = "6.0"
+version = "6.0.1"
 description = "YAML parser and emitter for Python"
 category = "dev"
 optional = false
@@ -1105,17 +1161,17 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "requests"
-version = "2.28.2"
+version = "2.31.0"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.7"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
@@ -1133,63 +1189,31 @@ python-versions = "*"
 docutils = ">=0.11,<1.0"
 
 [[package]]
-name = "rich"
-version = "13.3.3"
-description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+name = "retrying"
+version = "1.3.4"
+description = "Retrying"
 category = "dev"
 optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-markdown-it-py = ">=2.2.0,<3.0.0"
-pygments = ">=2.13.0,<3.0.0"
-typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
-
-[package.extras]
-jupyter = ["ipywidgets (>=7.5.1,<9)"]
-
-[[package]]
-name = "ruamel-yaml"
-version = "0.17.21"
-description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
-category = "dev"
-optional = false
-python-versions = ">=3"
+python-versions = "*"
 
 [package.dependencies]
-"ruamel.yaml.clib" = {version = ">=0.2.6", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""}
-
-[package.extras]
-docs = ["ryd"]
-jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
-
-[[package]]
-name = "ruamel-yaml-clib"
-version = "0.2.7"
-description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
+six = ">=1.7.0"
 
 [[package]]
-name = "safety"
-version = "2.3.5"
-description = "Checks installed dependencies for known vulnerabilities and licenses."
+name = "rich"
+version = "13.7.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
-Click = ">=8.0.2"
-dparse = ">=0.6.2"
-packaging = ">=21.0,<22.0"
-requests = "*"
-"ruamel.yaml" = ">=0.17.21"
-setuptools = ">=19.3"
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
 
 [package.extras]
-github = ["jinja2 (>=3.1.0)", "pygithub (>=1.43.3)"]
-gitlab = ["python-gitlab (>=1.3.0)"]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "scikit-learn"
@@ -1243,7 +1267,7 @@ stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]
 
 [[package]]
 name = "setuptools"
-version = "67.6.1"
+version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "dev"
 optional = false
@@ -1251,7 +1275,7 @@ python-versions = ">=3.7"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -1281,11 +1305,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "smmap"
-version = "5.0.0"
+version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "snowballstemmer"
@@ -1297,7 +1321,7 @@ python-versions = "*"
 
 [[package]]
 name = "soupsieve"
-version = "2.4"
+version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "main"
 optional = false
@@ -1373,7 +1397,7 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "sphinx-basic-ng"
-version = "1.0.0b1"
+version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
 category = "dev"
 optional = false
@@ -1537,11 +1561,11 @@ python-versions = "*"
 
 [[package]]
 name = "tenacity"
-version = "8.2.2"
+version = "8.2.3"
 description = "Retry code until it succeeds"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
@@ -1562,14 +1586,6 @@ category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 
-[[package]]
-name = "toml"
-version = "0.10.2"
-description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -1580,7 +1596,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.7"
+version = "0.12.3"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
@@ -1596,7 +1612,7 @@ python-versions = ">= 3.7"
 
 [[package]]
 name = "typed-ast"
-version = "1.5.4"
+version = "1.5.5"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
@@ -1604,26 +1620,18 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "types-requests"
-version = "2.28.11.17"
+version = "2.31.0.10"
 description = "Typing stubs for requests"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
-types-urllib3 = "<1.27"
-
-[[package]]
-name = "types-urllib3"
-version = "1.26.25.10"
-description = "Typing stubs for urllib3"
-category = "main"
-optional = false
-python-versions = "*"
+urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.5.0"
+version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -1631,7 +1639,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "unidecode"
-version = "1.3.6"
+version = "1.3.7"
 description = "ASCII transliterations of Unicode text"
 category = "dev"
 optional = false
@@ -1639,16 +1647,17 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "urllib3"
-version = "1.26.15"
+version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7"
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
@@ -1684,11 +1693,11 @@ watchdog = ["watchdog"]
 
 [[package]]
 name = "wrapt"
-version = "1.15.0"
+version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.6"
 
 [[package]]
 name = "xarray"
@@ -1740,28 +1749,32 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.7.1"
-content-hash = "ccfc5fdde0687959dbcfd40fb3dc3581fb7f4e891edc92a4f258cc04666d7b31"
+content-hash = "447f920564fa4934705ba3209b793125cedd4a0feb03a65fa3103d502e7e6813"
 
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 ]
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@@ -1772,169 +1785,280 @@ beautifulsoup4 = [
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+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 xarray = [
     {file = "xarray-0.20.2-py3-none-any.whl", hash = "sha256:048eee6036efd2a03e7eb3e91b5359c38da9e80aa6fa82def644a102d59bd78f"},
diff --git a/pyproject.toml b/pyproject.toml
index 85e153b..3145d13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,7 +29,6 @@ werkzeug = ">=2.2.3"
 [tool.poetry.dev-dependencies]
 pytest = "^7.0.1"
 coverage = {extras = ["toml"], version = "^6.1"}
-safety = "^2.2.0"
 mypy = "^0.931"
 sphinx = "^4.3.0"
 sphinx-autobuild = ">=2021.3.14"
@@ -46,8 +45,8 @@ furo = ">=2021.11.12"
 sphinx-autoapi = "^1.8.4"
 kaleido = "0.2.1"
 dtale = "^1.61.1"
-nox = "^2022.1.7"
-nox-poetry = "^1.0.2"
+nox = "^2023.4.22"
+nox-poetry = "^1.0.3"
 
 [tool.poetry.scripts]
 gmn-python-api = "gmn_python_api.__main__:main"