diff --git a/poetry.lock b/poetry.lock
index 94e8f4f..57b4d02 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -103,24 +103,25 @@ textwrap3 = ">=0.9.2"
 
 [[package]]
 name = "anyio"
-version = "3.6.2"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
-    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
 
 [[package]]
 name = "appdirs"
@@ -148,23 +149,24 @@ files = [
 
 [[package]]
 name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
 [package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
 
 [[package]]
 name = "argon2-cffi-bindings"
@@ -254,52 +256,37 @@ six = "*"
 [package.extras]
 test = ["astroid", "pytest"]
 
-[[package]]
-name = "async_generator"
-version = "1.10"
-description = "Async generators and context managers for Python 3.5+"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"},
-    {file = "async_generator-1.10.tar.gz", hash = "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"},
-]
-
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "23.1.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"},
-    {file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"},
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
 
 [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 = "2.11.0"
+name = "babel"
+version = "2.12.1"
 description = "Internationalization utilities"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.11.0-py3-none-any.whl", hash = "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe"},
-    {file = "Babel-2.11.0.tar.gz", hash = "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"},
+    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
+    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
 ]
 
-[package.dependencies]
-pytz = ">=2015.7"
-
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -314,14 +301,14 @@ files = [
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.11.1"
+version = "4.12.2"
 description = "Screen-scraping library"
 category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
-    {file = "beautifulsoup4-4.11.1-py3-none-any.whl", hash = "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30"},
-    {file = "beautifulsoup4-4.11.1.tar.gz", hash = "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"},
+    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
+    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
 ]
 
 [package.dependencies]
@@ -404,26 +391,26 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.0"
+version = "5.3.1"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = false
-python-versions = "~=3.7"
+python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
-    {file = "cachetools-5.3.0.tar.gz", hash = "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14"},
+    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
+    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
-    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
 [[package]]
@@ -505,112 +492,99 @@ pycparser = "*"
 
 [[package]]
 name = "chardet"
-version = "5.1.0"
+version = "5.2.0"
 description = "Universal encoding detector for Python 3"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "chardet-5.1.0-py3-none-any.whl", hash = "sha256:362777fb014af596ad31334fde1e8c327dfdb076e1960d1694662d46a6917ab9"},
-    {file = "chardet-5.1.0.tar.gz", hash = "sha256:0d62712b956bc154f85fb0a266e2a3c5913c2967e00348701b32411d6def31e5"},
+    {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
+    {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.0.1"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
 files = [
-    {file = "charset-normalizer-3.0.1.tar.gz", hash = "sha256:ebea339af930f8ca5d7a699b921106c6e29c617fe9606fa7baa043c1cdae326f"},
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 [[package]]
@@ -628,6 +602,42 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click-plugins"
+version = "1.1.1"
+description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
+
+[[package]]
+name = "cligj"
+version = "0.7.2"
+description = "Click params for commmand line interfaces to GeoJSON"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+files = [
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+]
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+test = ["pytest-cov"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -642,21 +652,23 @@ files = [
 
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+version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 category = "main"
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 python-versions = ">=3.6"
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 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
+lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
 test = ["pytest"]
+typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "commonmark"
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-version = "1.0.7"
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 python-versions = ">=3.8"
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 [package.dependencies]
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
+bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
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-test-no-images = ["pytest"]
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 name = "cookiecutter"
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 [[package]]
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-version = "7.4.0"
+version = "7.7.0"
 description = "Run coverage and linting reports on diffs"
 category = "main"
 optional = false
 python-versions = ">=3.7.2,<4.0.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -990,14 +1005,14 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.0"
+version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1020,19 +1035,63 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.16.2"
+version = "2.18.0"
 description = "Fastest Python implementation of JSON schema"
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 python-versions = "*"
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 ]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
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+name = "fiona"
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+description = "Fiona reads and writes spatial data files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
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+certifi = "*"
+click = ">=8.0,<9.0"
+click-plugins = ">=1.0"
+cligj = ">=0.5"
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+
+[package.extras]
+all = ["Fiona[calc,s3,test]"]
+calc = ["shapely"]
+s3 = ["boto3 (>=1.3.1)"]
+test = ["Fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
+
 [[package]]
 name = "flake8"
 version = "3.9.2"
@@ -1052,18 +1111,50 @@ pyflakes = ">=2.3.0,<2.4.0"
 
 [[package]]
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-version = "4.38.0"
+version = "4.42.1"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
-python-versions = ">=3.7"
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 ]
 
 [package.extras]
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+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.0.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
 interpolatable = ["munkres", "scipy"]
 lxml = ["lxml (>=4.0,<5)"]
@@ -1073,7 +1164,7 @@ repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
+unicode = ["unicodedata2 (>=15.0.0)"]
 woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
@@ -1122,28 +1213,47 @@ server = ["flask (>=1.1)", "gunicorn (>=20.0)"]
 spss = ["savReaderWriter (>=3.0)"]
 sql = ["sqlalchemy (>=1.3)"]
 
+[[package]]
+name = "geopandas"
+version = "0.13.2"
+description = "Geographic pandas extensions"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
+fiona = ">=1.8.19"
+packaging = "*"
+pandas = ">=1.1.0"
+pyproj = ">=3.0.1"
+shapely = ">=1.7.1"
+
 [[package]]
 name = "google-api-core"
-version = "2.11.0"
+version = "2.11.1"
 description = "Google API client core library"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.11.0.tar.gz", hash = "sha256:4b9bb5d5a380a0befa0573b302651b8a9a89262c1730e37bf423cec511804c22"},
-    {file = "google_api_core-2.11.0-py3-none-any.whl", hash = "sha256:ce222e27b0de0d7bc63eb043b956996d6dccab14cc3b690aaea91c9cc99dc16e"},
+    {file = "google-api-core-2.11.1.tar.gz", hash = "sha256:25d29e05a0058ed5f19c61c0a78b1b53adea4d9364b464d014fbda941f6d1c9a"},
+    {file = "google_api_core-2.11.1-py3-none-any.whl", hash = "sha256:d92a5a92dc36dd4f4b9ee4e55528a90e432b059f93aee6ad857f9de8cc7ae94a"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0dev"
-googleapis-common-protos = ">=1.56.2,<2.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
-requests = ">=2.18.0,<3.0.0dev"
+google-auth = ">=2.14.1,<3.0.dev0"
+googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0dev)", "grpcio-status (>=1.49.1,<2.0dev)"]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
@@ -1166,14 +1276,14 @@ uritemplate = ">=3.0.0,<4dev"
 
 [[package]]
 name = "google-auth"
-version = "2.16.0"
+version = "2.17.3"
 description = "Google Authentication Library"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 files = [
-    {file = "google-auth-2.16.0.tar.gz", hash = "sha256:ed7057a101af1146f0554a769930ac9de506aeca4fd5af6543ebe791851a9fbd"},
-    {file = "google_auth-2.16.0-py2.py3-none-any.whl", hash = "sha256:5045648c821fb72384cdc0e82cc326df195f113a33049d9b62b74589243d2acc"},
+    {file = "google-auth-2.17.3.tar.gz", hash = "sha256:ce311e2bc58b130fddf316df57c9b3943c2a7b4f6ec31de9663a9333e4064efc"},
+    {file = "google_auth-2.17.3-py2.py3-none-any.whl", hash = "sha256:f586b274d3eb7bd932ea424b1c702a30e0393a2e2bc4ca3eae8263ffd8be229f"},
 ]
 
 [package.dependencies]
@@ -1227,21 +1337,21 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.58.0"
+version = "1.60.0"
 description = "Common protobufs used in Google APIs"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.58.0.tar.gz", hash = "sha256:c727251ec025947d545184ba17e3578840fc3a24a0516a020479edab660457df"},
-    {file = "googleapis_common_protos-1.58.0-py2.py3-none-any.whl", hash = "sha256:ca3befcd4580dab6ad49356b46bf165bb68ff4b32389f028f1abd7c10ab9519a"},
+    {file = "googleapis-common-protos-1.60.0.tar.gz", hash = "sha256:e73ebb404098db405ba95d1e1ae0aa91c3e15a71da031a2eeb6b2e23e7bc3708"},
+    {file = "googleapis_common_protos-1.60.0-py2.py3-none-any.whl", hash = "sha256:69f9bbcc6acde92cab2db95ce30a70bd2b81d20b12eff3f1aabaffcbe8a93918"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.44.0,<2.0.0dev)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "h11"
@@ -1286,14 +1396,14 @@ html2markdown = "*"
 
 [[package]]
 name = "httplib2"
-version = "0.21.0"
+version = "0.22.0"
 description = "A comprehensive HTTP client library."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
-    {file = "httplib2-0.21.0-py3-none-any.whl", hash = "sha256:987c8bb3eb82d3fa60c68699510a692aa2ad9c4bd4f123e51dfb1488c14cdd01"},
-    {file = "httplib2-0.21.0.tar.gz", hash = "sha256:fc144f091c7286b82bec71bdbd9b27323ba709cc612568d3000893bfd9cb4b34"},
+    {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"},
+    {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"},
 ]
 
 [package.dependencies]
@@ -1325,27 +1435,28 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.20.2"
+version = "6.25.1"
 description = "IPython Kernel for Jupyter"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.20.2-py3-none-any.whl", hash = "sha256:5d0675d5f48bf6a95fd517d7b70bcb3b2c5631b2069949b5c2d6e1d7477fb5a0"},
-    {file = "ipykernel-6.20.2.tar.gz", hash = "sha256:1893c5b847033cd7a58f6843b04a9349ffb1031bc6588401cadc9adb58da428e"},
+    {file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
+    {file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
 ]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
 comm = ">=0.1.1"
-debugpy = ">=1.0"
+debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=17"
+pyzmq = ">=20"
 tornado = ">=6.1"
 traitlets = ">=5.4.0"
 
@@ -1358,14 +1469,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.8.0"
+version = "8.14.0"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.8.0-py3-none-any.whl", hash = "sha256:da01e6df1501e6e7c32b5084212ddadd4ee2471602e2cf3e0190f4de6b0ea481"},
-    {file = "ipython-8.8.0.tar.gz", hash = "sha256:f3bf2c08505ad2c3f4ed5c46ae0331a8547d36bf4b21a451e8ae80c0791db95b"},
+    {file = "ipython-8.14.0-py3-none-any.whl", hash = "sha256:248aca623f5c99a6635bc3857677b7320b9b8039f99f070ee0d20a5ca5a8e6bf"},
+    {file = "ipython-8.14.0.tar.gz", hash = "sha256:1d197b907b6ba441b692c48cf2a3a2de280dc0ac91a3405b39349a50272ca0a1"},
 ]
 
 [package.dependencies]
@@ -1377,13 +1488,13 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=3.0.11,<3.1.0"
+prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.20)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
 doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
@@ -1393,10 +1504,10 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
-name = "ipython_genutils"
+name = "ipython-genutils"
 version = "0.2.0"
 description = "Vestigial utilities from IPython"
 category = "main"
@@ -1409,25 +1520,25 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "8.0.4"
+version = "8.1.0"
 description = "Jupyter interactive widgets"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ipywidgets-8.0.4-py3-none-any.whl", hash = "sha256:ebb195e743b16c3947fe8827190fb87b4d00979c0fbf685afe4d2c4927059fa1"},
-    {file = "ipywidgets-8.0.4.tar.gz", hash = "sha256:c0005a77a47d77889cafed892b58e33b4a2a96712154404c6548ec22272811ea"},
+    {file = "ipywidgets-8.1.0-py3-none-any.whl", hash = "sha256:6c8396cc7b8c95dfb4e9ab0054f48c002f045e7e5d7ae523f559d64e525a98ab"},
+    {file = "ipywidgets-8.1.0.tar.gz", hash = "sha256:ce97dd90525b3066fd00094690964e7eac14cf9b7745d35565b5eeac20cce687"},
 ]
 
 [package.dependencies]
-ipykernel = ">=4.5.1"
+comm = ">=0.1.3"
 ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0,<4.0"
+jupyterlab-widgets = ">=3.0.7,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0,<5.0"
+widgetsnbextension = ">=4.0.7,<4.1.0"
 
 [package.extras]
-test = ["jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
+test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "isodate"
@@ -1446,44 +1557,44 @@ six = "*"
 
 [[package]]
 name = "isort"
-version = "5.11.4"
+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
-    {file = "isort-5.11.4-py3-none-any.whl", hash = "sha256:c033fd0edb91000a7f09527fe5c75321878f98322a77ddcc81adbd83724afb7b"},
-    {file = "isort-5.11.4.tar.gz", hash = "sha256:6db30c5ded9815d813932c04c2f85a360bcdd35fed496f4d8f35495ef0a261b6"},
+    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
 ]
 
 [package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
 plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
-    {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
+    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<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)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
-name = "Jinja2"
+name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
 category = "main"
@@ -1518,26 +1629,26 @@ jinja2 = "*"
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "joblib-1.2.0-py3-none-any.whl", hash = "sha256:091138ed78f800342968c523bdde947e7a305b8594b910a0fea2ab83c3c6d385"},
-    {file = "joblib-1.2.0.tar.gz", hash = "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"},
+    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
 [[package]]
 name = "json5"
-version = "0.9.11"
+version = "0.9.14"
 description = "A Python implementation of the JSON5 data format."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "json5-0.9.11-py2.py3-none-any.whl", hash = "sha256:1aa54b80b5e507dfe31d12b7743a642e2ffa6f70bf73b8e3d7d1d5fba83d99bd"},
-    {file = "json5-0.9.11.tar.gz", hash = "sha256:4f1e196acc55b83985a51318489f345963c7ba84aa37607e49073066c562e99b"},
+    {file = "json5-0.9.14-py2.py3-none-any.whl", hash = "sha256:740c7f1b9e584a468dbb2939d8d458db3427f2c93ae2139d05f47e453eae964f"},
+    {file = "json5-0.9.14.tar.gz", hash = "sha256:9ed66c3a6ca3510a976a9ef9b8c0787de24802724ab1860bc0153c7fdd589b02"},
 ]
 
 [package.extras]
@@ -1545,24 +1656,41 @@ dev = ["hypothesis"]
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
+    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+referencing = ">=0.28.0"
+
 [[package]]
 name = "jupyter"
 version = "1.0.0"
@@ -1586,14 +1714,14 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.0.1"
+version = "8.3.1"
 description = "Jupyter protocol implementation and client libraries"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1605,45 +1733,48 @@ traitlets = ">=5.3"
 
 [package.extras]
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+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
-version = "6.4.4"
+version = "6.6.3"
 description = "Jupyter terminal console"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
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+prompt-toolkit = ">=3.0.30"
 pygments = "*"
+pyzmq = ">=17"
+traitlets = ">=5.4"
 
 [package.extras]
-test = ["pexpect"]
+test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.1.5"
+version = "5.3.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
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 [package.dependencies]
 platformdirs = ">=2.5"
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 traitlets = ">=5.3"
 
 [package.extras]
@@ -1652,14 +1783,14 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-server"
-version = "1.23.5"
+version = "1.24.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1738,14 +1869,14 @@ files = [
 
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+version = "2.24.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1758,98 +1889,134 @@ packaging = ">=21.3"
 requests = ">=2.28"
 
 [package.extras]
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+openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
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 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.5"
+version = "3.0.8"
 description = "Jupyter interactive widgets for JupyterLab"
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 html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
-source = ["Cython (>=0.29.7)"]
+source = ["Cython (>=0.29.35)"]
 
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 [package.extras]
@@ -2008,114 +2190,114 @@ codehilite = ["pygments"]
 toc = ["python-slugify"]
 
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+    {file = "matplotlib-3.7.2.tar.gz", hash = "sha256:a8cdb91dddb04436bd2f098b8fdf4b81352e68cf4d2c6756fcc414791076569b"},
 ]
 
 [package.dependencies]
@@ -2123,10 +2305,10 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 kiwisolver = ">=1.0.1"
-numpy = ">=1.19"
+numpy = ">=1.20"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.2.1"
+pyparsing = ">=2.3.1,<3.1"
 python-dateutil = ">=2.7"
 
 [[package]]
@@ -2158,38 +2340,38 @@ files = [
 
 [[package]]
 name = "mistune"
-version = "2.0.4"
-description = "A sane Markdown parser with useful plugins and renderers"
+version = "3.0.1"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "mistune-2.0.4-py2.py3-none-any.whl", hash = "sha256:182cc5ee6f8ed1b807de6b7bb50155df7b66495412836b9a74c8fbdfc75fe36d"},
-    {file = "mistune-2.0.4.tar.gz", hash = "sha256:9ee0a66053e2267aba772c71e06891fa8f1af6d4b01d5e84e267b4570d4d9808"},
+    {file = "mistune-3.0.1-py3-none-any.whl", hash = "sha256:b9b3e438efbb57c62b5beb5e134dab664800bdf1284a7ee09e8b12b13eb1aac6"},
+    {file = "mistune-3.0.1.tar.gz", hash = "sha256:e912116c13aa0944f9dc530db38eb88f6a77087ab128f49f84a48f4c05ea163c"},
 ]
 
 [[package]]
 name = "mypy-extensions"
-version = "0.4.3"
-description = "Experimental type system extensions for programs checked with the mypy typechecker."
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
-    {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
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+    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
+    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
 
 [[package]]
 name = "nbclassic"
-version = "0.5.1"
+version = "0.5.6"
 description = "Jupyter Notebook as a Jupyter Server extension."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "nbclassic-0.5.1-py3-none-any.whl", hash = "sha256:32c235e1f22f4048f3b877d354c198202898797cf9c2085856827598cead001b"},
-    {file = "nbclassic-0.5.1.tar.gz", hash = "sha256:8e8ffce7582bb7a4baf11fa86a3d88b184e8e7df78eed4ead69f15aa4fc0e323"},
+    {file = "nbclassic-0.5.6-py3-none-any.whl", hash = "sha256:e3c8b7de80046c4a36a74662a5e325386d345289906c618366d8154e03dc2322"},
+    {file = "nbclassic-0.5.6.tar.gz", hash = "sha256:aab53fa1bea084fb6ade5c538b011a4f070c69f88d72878a8e8fb356f152509f"},
 ]
 
 [package.dependencies]
@@ -2199,11 +2381,11 @@ ipython-genutils = "*"
 jinja2 = "*"
 jupyter-client = ">=6.1.1"
 jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.17.0"
+jupyter-server = ">=1.8"
 nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
-notebook-shim = ">=0.1.0"
+notebook-shim = ">=0.2.3"
 prometheus-client = "*"
 pyzmq = ">=17"
 Send2Trash = ">=1.8.0"
@@ -2218,55 +2400,55 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-p
 
 [[package]]
 name = "nbclient"
-version = "0.7.2"
+version = "0.8.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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-    {file = "nbclient-0.7.2.tar.gz", hash = "sha256:884a3f4a8c4fc24bb9302f263e0af47d97f0d01fe11ba714171b320c8ac09547"},
+    {file = "nbclient-0.8.0-py3-none-any.whl", hash = "sha256:25e861299e5303a0477568557c4045eccc7a34c17fc08e7959558707b9ebe548"},
+    {file = "nbclient-0.8.0.tar.gz", hash = "sha256:f9b179cd4b2d7bca965f900a2ebf0db4a12ebff2f36a711cb66861e4ae158e55"},
 ]
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
 jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 nbformat = ">=5.1"
-traitlets = ">=5.3"
+traitlets = ">=5.4"
 
 [package.extras]
 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"]
+docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.2.9"
+version = "7.8.0"
 description = "Converting Jupyter Notebooks"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.2.9-py3-none-any.whl", hash = "sha256:495638c5e06005f4a5ce828d8a81d28e34f95c20f4384d5d7a22254b443836e7"},
-    {file = "nbconvert-7.2.9.tar.gz", hash = "sha256:a42c3ac137c64f70cbe4d763111bf358641ea53b37a01a5c202ed86374af5234"},
+    {file = "nbconvert-7.8.0-py3-none-any.whl", hash = "sha256:aec605e051fa682ccc7934ccc338ba1e8b626cfadbab0db592106b630f63f0f2"},
+    {file = "nbconvert-7.8.0.tar.gz", hash = "sha256:f5bc15a1247e14dd41ceef0c0a3bc70020e016576eb0578da62f1c5b4f950479"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "*"
+bleach = "!=5.0.0"
 defusedxml = "*"
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
 jupyterlab-pygments = "*"
 markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
+mistune = ">=2.0.3,<4"
 nbclient = ">=0.5.0"
-nbformat = ">=5.1"
+nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
 tinycss2 = "*"
-traitlets = ">=5.0"
+traitlets = ">=5.1"
 
 [package.extras]
 all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
@@ -2274,19 +2456,19 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.7.3"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nbformat-5.7.3-py3-none-any.whl", hash = "sha256:22a98a6516ca216002b0a34591af5bcb8072ca6c63910baffc901cfa07fefbf0"},
-    {file = "nbformat-5.7.3.tar.gz", hash = "sha256:4b021fca24d3a747bf4e626694033d792d594705829e5e35b14ee3369f9f6477"},
+    {file = "nbformat-5.9.2-py3-none-any.whl", hash = "sha256:1c5172d786a41b82bcfd0c23f9e6b6f072e8fb49c39250219e4acfff1efe89e9"},
+    {file = "nbformat-5.9.2.tar.gz", hash = "sha256:5f98b5ba1997dff175e77e0c17d5c10a96eaed2cbd1de3533d1fc35d5e111192"},
 ]
 
 [package.dependencies]
@@ -2301,26 +2483,26 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
 category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "nest_asyncio-1.5.6-py3-none-any.whl", hash = "sha256:b9a953fb40dceaa587d109609098db21900182b16440652454a146cffb06e8b8"},
-    {file = "nest_asyncio-1.5.6.tar.gz", hash = "sha256:d267cc1ff794403f7df692964d1d2a3fa9418ffea2a3f6859a439ff482fef290"},
+    {file = "nest_asyncio-1.5.7-py3-none-any.whl", hash = "sha256:5301c82941b550b3123a1ea772ba9a1c80bad3a182be8c1a5ae6ad3be57a9657"},
+    {file = "nest_asyncio-1.5.7.tar.gz", hash = "sha256:6a80f7b98f24d9083ed24608977c09dd608d83f91cccc24c9d2cba6d10e01c10"},
 ]
 
 [[package]]
 name = "nodeenv"
-version = "1.7.0"
+version = "1.8.0"
 description = "Node.js virtual environment builder"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
-    {file = "nodeenv-1.7.0-py2.py3-none-any.whl", hash = "sha256:27083a7b96a25f2f5e1d8cb4b6317ee8aeda3bdd121394e5ac54e498028a042e"},
-    {file = "nodeenv-1.7.0.tar.gz", hash = "sha256:e0e7f7dfb85fc5394c6fe1e8fa98131a2473e04311a45afb6508f7cf1836fa2b"},
+    {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
+    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
 ]
 
 [package.dependencies]
@@ -2328,14 +2510,14 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "6.5.2"
+version = "6.5.4"
 description = "A web-based notebook environment for interactive computing"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "notebook-6.5.2-py3-none-any.whl", hash = "sha256:e04f9018ceb86e4fa841e92ea8fb214f8d23c1cedfde530cc96f92446924f0e4"},
-    {file = "notebook-6.5.2.tar.gz", hash = "sha256:c1897e5317e225fc78b45549a6ab4b668e4c996fd03a04e938fe5e7af2bfffd0"},
+    {file = "notebook-6.5.4-py3-none-any.whl", hash = "sha256:dd17e78aefe64c768737b32bf171c1c766666a21cc79a44d37a1700771cab56f"},
+    {file = "notebook-6.5.4.tar.gz", hash = "sha256:517209568bd47261e2def27a140e97d49070602eea0d226a696f42a7f16c9a4e"},
 ]
 
 [package.dependencies]
@@ -2363,21 +2545,21 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixs
 
 [[package]]
 name = "notebook-shim"
-version = "0.2.2"
+version = "0.2.3"
 description = "A shim layer for notebook traits and config"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "notebook_shim-0.2.2-py3-none-any.whl", hash = "sha256:9c6c30f74c4fbea6fce55c1be58e7fd0409b1c681b075dcedceb005db5026949"},
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+test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"]
 
 [[package]]
 name = "numpy"
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 name = "packaging"
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+version = "23.1"
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 interval = ["intervaltree (>=3.0.2)"]
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 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "pip"
-version = "22.3.1"
+version = "23.2.1"
 description = "The PyPA recommended tool for installing Python packages."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 python-versions = ">=3.7"
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2779,14 +2940,14 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portpicker"
-version = "1.5.2"
+version = "1.6.0"
 description = "A library to choose unique available network ports."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -2806,14 +2967,14 @@ files = [
 
 [[package]]
 name = "prometheus-client"
-version = "0.16.0"
+version = "0.17.1"
 description = "Python client for the Prometheus monitoring system."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.extras]
@@ -2821,14 +2982,14 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.36"
+version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
 category = "main"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2836,50 +2997,49 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "4.21.12"
+version = "4.24.2"
 description = ""
 category = "main"
 optional = false
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 description = "Hamcrest framework for matcher objects"
 category = "main"
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 dev = ["twine (>=3.4.1)"]
 
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 description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
 category = "main"
@@ -3327,18 +3488,17 @@ files = [
 
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 [package.extras]
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 [[package]]
 name = "python-dateutil"
@@ -3366,14 +3526,14 @@ six = ">=1.5"
 
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+version = "8.0.1"
 description = "A Python slugify application that also handles Unicode"
 category = "main"
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 files = [
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 [package.dependencies]
@@ -3384,54 +3544,53 @@ unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
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 name = "pywin32"
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 [[package]]
@@ -3496,89 +3655,105 @@ files = [
 
 [[package]]
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 description = "Python bindings for 0MQ"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 [package.dependencies]
@@ -3586,14 +3761,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.0"
+version = "5.4.3"
 description = "Jupyter Qt console"
 category = "main"
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 python-versions = ">= 3.7"
 files = [
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@@ -3601,6 +3776,7 @@ ipykernel = ">=4.1"
 ipython-genutils = "*"
 jupyter-client = ">=4.1"
 jupyter-core = "*"
+packaging = "*"
 pygments = "*"
 pyzmq = ">=17.1"
 qtpy = ">=2.0.1"
@@ -3611,15 +3787,15 @@ doc = ["Sphinx (>=1.3)"]
 test = ["flaky", "pytest", "pytest-qt"]
 
 [[package]]
-name = "QtPy"
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+name = "qtpy"
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@@ -3628,121 +3804,137 @@ packaging = "*"
 [package.extras]
 test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
+[[package]]
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+version = "0.30.2"
+description = "JSON Referencing + Python"
+category = "main"
+optional = false
+python-versions = ">=3.8"
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+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "regex"
-version = "2022.10.31"
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 description = "Alternative regular expression module, to replace re."
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 optional = false
 python-versions = ">=3.6"
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@@ -3820,6 +4012,113 @@ rich = ">=10.7.0"
 [package.extras]
 dev = ["pre-commit"]
 
+[[package]]
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 [[package]]
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 version = "4.9"
@@ -3836,7 +4135,7 @@ files = [
 pyasn1 = ">=0.1.3"
 
 [[package]]
-name = "ruamel.yaml"
+name = "ruamel-yaml"
 version = "0.17.10"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
 category = "main"
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 [package.dependencies]
 joblib = ">=1.1.1"
 numpy = ">=1.17.3"
-scipy = ">=1.3.2"
+scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
 benchmark = ["matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
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+examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
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 [[package]]
 name = "scipy"
@@ -3950,32 +4249,32 @@ scipy = ">=1.0"
 
 [[package]]
 name = "selenium"
-version = "4.8.0"
+version = "4.11.2"
 description = ""
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 trio = ">=0.17,<1.0"
 trio-websocket = ">=0.9,<1.0"
-urllib3 = {version = ">=1.26,<2.0", extras = ["socks"]}
+urllib3 = {version = ">=1.26,<3", extras = ["socks"]}
 
 [[package]]
-name = "Send2Trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
+name = "send2trash"
+version = "1.8.2"
+description = "Send file to trash natively under Mac OS X, Windows and Linux"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
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 ]
 
 [package.extras]
@@ -3985,43 +4284,98 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "66.1.1"
+version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "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)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "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]]
+name = "shapely"
+version = "2.0.1"
+description = "Manipulation and analysis of geometric objects"
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 [[package]]
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 [package.dependencies]
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-python-versions = ">=3.6"
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 [package.extras]
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+version = "3.2.0"
 description = "threadpoolctl"
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 [[package]]
@@ -4268,14 +4622,14 @@ test = ["flake8", "isort", "pytest"]
 
 [[package]]
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+version = "5.2.0"
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-python-versions = ">=3.7"
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+version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "main"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
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+    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:71a8db65160a3c55d61839b7302a9a400074c9c753040455494e2af74e2501f2"},
+    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ceb917a50cd35882b57600709dd5421a418c29ddc852da8bcdab1f0db33406b0"},
+    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:7d01abc57ea0dbb51ddfed477dfe22719d376119844e33c661d873bf9c0e4a16"},
+    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:9dc4444c0defcd3929d5c1eb5706cbe1b116e762ff3e0deca8b715d14bf6ec17"},
+    {file = "tornado-6.3.3-cp38-abi3-win32.whl", hash = "sha256:65ceca9500383fbdf33a98c0087cb975b2ef3bfb874cb35b8de8740cf7f41bd3"},
+    {file = "tornado-6.3.3-cp38-abi3-win_amd64.whl", hash = "sha256:22d3c2fa10b5793da13c807e6fc38ff49a4f6e1e3868b0a6f4164768bb8e20f5"},
+    {file = "tornado-6.3.3.tar.gz", hash = "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"},
 ]
 
 [[package]]
 name = "tqdm"
-version = "4.64.1"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.64.1-py2.py3-none-any.whl", hash = "sha256:6fee160d6ffcd1b1c68c65f14c829c22832bc401726335ce92c52d395944a6a1"},
-    {file = "tqdm-4.64.1.tar.gz", hash = "sha256:5f4f682a004951c1b450bc753c710e9280c5746ce6ffedee253ddbcbf54cf1e4"},
+    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
+    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.8.1"
+version = "5.9.0"
 description = "Traitlets Python configuration system"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "traitlets-5.8.1-py3-none-any.whl", hash = "sha256:a1ca5df6414f8b5760f7c5f256e326ee21b581742114545b462b35ffe3f04861"},
-    {file = "traitlets-5.8.1.tar.gz", hash = "sha256:32500888f5ff7bbf3b9267ea31748fa657aaf34d56d85e60f91dda7dc7f5785b"},
+    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
+    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
 ]
 
 [package.extras]
@@ -4374,19 +4728,18 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "trio"
-version = "0.22.0"
+version = "0.22.2"
 description = "A friendly Python library for async concurrency and I/O"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "trio-0.22.0-py3-none-any.whl", hash = "sha256:f1dd0780a89bfc880c7c7994519cb53f62aacb2c25ff487001c0052bd721cdf0"},
-    {file = "trio-0.22.0.tar.gz", hash = "sha256:ce68f1c5400a47b137c5a4de72c7c901bd4e7a24fbdebfe9b41de8c6c04eaacf"},
+    {file = "trio-0.22.2-py3-none-any.whl", hash = "sha256:f43da357620e5872b3d940a2e3589aa251fd3f881b65a608d742e00809b1ec38"},
+    {file = "trio-0.22.2.tar.gz", hash = "sha256:3887cf18c8bcc894433420305468388dac76932e9668afa1c49aa3806b6accb3"},
 ]
 
 [package.dependencies]
-async-generator = ">=1.9"
-attrs = ">=19.2.0"
+attrs = ">=20.1.0"
 cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
 exceptiongroup = {version = ">=1.0.0rc9", markers = "python_version < \"3.11\""}
 idna = "*"
@@ -4396,44 +4749,45 @@ sortedcontainers = "*"
 
 [[package]]
 name = "trio-websocket"
-version = "0.9.2"
+version = "0.10.3"
 description = "WebSocket library for Trio"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 files = [
-    {file = "trio-websocket-0.9.2.tar.gz", hash = "sha256:a3d34de8fac26023eee701ed1e7bf4da9a8326b61a62934ec9e53b64970fd8fe"},
-    {file = "trio_websocket-0.9.2-py3-none-any.whl", hash = "sha256:5b558f6e83cc20a37c3b61202476c5295d1addf57bd65543364e0337e37ed2bc"},
+    {file = "trio-websocket-0.10.3.tar.gz", hash = "sha256:1a748604ad906a7dcab9a43c6eb5681e37de4793ba0847ef0bc9486933ed027b"},
+    {file = "trio_websocket-0.10.3-py3-none-any.whl", hash = "sha256:a9937d48e8132ebf833019efde2a52ca82d223a30a7ea3e8d60a7d28f75a4e3a"},
 ]
 
 [package.dependencies]
-async-generator = ">=1.10"
+exceptiongroup = "*"
 trio = ">=0.11"
 wsproto = ">=0.14"
 
 [[package]]
 name = "typer"
-version = "0.7.0"
+version = "0.9.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "typer-0.7.0-py3-none-any.whl", hash = "sha256:b5e704f4e48ec263de1c0b3a2387cd405a13767d2f907f44c1a08cbad96f606d"},
-    {file = "typer-0.7.0.tar.gz", hash = "sha256:ff797846578a9f2a201b53442aedeb543319466870fbe1c701eab66dd7681165"},
+    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
+    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
 ]
 
 [package.dependencies]
 click = ">=7.1.1,<9.0.0"
 colorama = {version = ">=0.4.3,<0.5.0", optional = true, markers = "extra == \"all\""}
-rich = {version = ">=10.11.0,<13.0.0", optional = true, markers = "extra == \"all\""}
+rich = {version = ">=10.11.0,<14.0.0", optional = true, markers = "extra == \"all\""}
 shellingham = {version = ">=1.3.0,<2.0.0", optional = true, markers = "extra == \"all\""}
+typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "typing-extensions"
@@ -4472,40 +4826,46 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "2.0.4"
 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"
 files = [
-    {file = "urllib3-1.26.14-py2.py3-none-any.whl", hash = "sha256:75edcdc2f7d85b137124a6c3c9fc3933cdeaa12ecb9a6a959f22797a0feca7e1"},
-    {file = "urllib3-1.26.14.tar.gz", hash = "sha256:076907bf8fd355cde77728471316625a4d2f7e713c125f51953bb5b3eecf4f72"},
+    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
 ]
 
 [package.dependencies]
-PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
+pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [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 = "validators"
-version = "0.20.0"
-description = "Python Data Validation for Humans™."
+version = "0.21.2"
+description = "Python Data Validation for Humans™"
 category = "main"
 optional = false
-python-versions = ">=3.4"
+python-versions = ">=3.8"
 files = [
-    {file = "validators-0.20.0.tar.gz", hash = "sha256:24148ce4e64100a2d5e267233e23e7afeb55316b47d30faae7eb6e7292bc226a"},
+    {file = "validators-0.21.2-py3-none-any.whl", hash = "sha256:6ad95131005a9d4c734a69dd4ef08cf66961e61222e60da25a9b5137cecd6fd4"},
+    {file = "validators-0.21.2.tar.gz", hash = "sha256:002ba1552076535176824e43149c18c06f6b611bc8b597ddbcf8770bcf5f9f5c"},
 ]
 
-[package.dependencies]
-decorator = ">=3.4.0"
-
 [package.extras]
-test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
+docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
+docs-online = ["mkdocs (>=1.5.2)", "mkdocs-material (>=9.1.21)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
+hooks = ["pre-commit (>=3.3.3)"]
+runner = ["tox (>=4.6.4)"]
+sast = ["bandit[toml] (>=1.7.5)"]
+testing = ["pytest (>=7.4.0)"]
+tooling = ["black (>=23.7.0)", "pyright (>=1.1.320)", "ruff (>=0.0.280)"]
+tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
 
 [[package]]
 name = "wcwidth"
@@ -4533,46 +4893,46 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.5.0"
+version = "1.6.2"
 description = "WebSocket client for Python with low level API options"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.5.0.tar.gz", hash = "sha256:561ca949e5bbb5d33409a37235db55c279235c78ee407802f1d2314fff8a8536"},
-    {file = "websocket_client-1.5.0-py3-none-any.whl", hash = "sha256:fb5d81b95d350f3a54838ebcb4c68a5353bbd1412ae8f068b1e5280faeb13074"},
+    {file = "websocket-client-1.6.2.tar.gz", hash = "sha256:53e95c826bf800c4c465f50093a8c4ff091c7327023b10bfaff40cf1ef170eaa"},
+    {file = "websocket_client-1.6.2-py3-none-any.whl", hash = "sha256:ce54f419dfae71f4bdba69ebe65bf7f0a93fe71bc009ad3a010aacc3eebad537"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
 [[package]]
 name = "wheel"
-version = "0.38.4"
+version = "0.41.2"
 description = "A built-package format for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.38.4-py3-none-any.whl", hash = "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"},
-    {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
+    {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+    {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
 ]
 
 [package.extras]
-test = ["pytest (>=3.0.0)"]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
 [[package]]
 name = "widgetsnbextension"
-version = "4.0.5"
+version = "4.0.8"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "widgetsnbextension-4.0.5-py3-none-any.whl", hash = "sha256:eaaaf434fb9b08bd197b2a14ffe45ddb5ac3897593d43c69287091e5f3147bf7"},
-    {file = "widgetsnbextension-4.0.5.tar.gz", hash = "sha256:003f716d930d385be3fd9de42dd9bf008e30053f73bddde235d14fbeaeff19af"},
+    {file = "widgetsnbextension-4.0.8-py3-none-any.whl", hash = "sha256:2e37f0ce9da11651056280c7efe96f2db052fe8fc269508e3724f5cbd6c93018"},
+    {file = "widgetsnbextension-4.0.8.tar.gz", hash = "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"},
 ]
 
 [[package]]
@@ -4669,15 +5029,15 @@ docs = ["sphinx"]
 test = ["pytest", "pytest-cov"]
 
 [[package]]
-name = "XlsxWriter"
-version = "3.0.7"
+name = "xlsxwriter"
+version = "3.1.2"
 description = "A Python module for creating Excel XLSX files."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "XlsxWriter-3.0.7-py3-none-any.whl", hash = "sha256:d79dadac9dcbff3c24281764b052b46bcdb391f3184f337c4c4e6ed8d2738d7d"},
-    {file = "XlsxWriter-3.0.7.tar.gz", hash = "sha256:1239958b12da12be6abf05b32f64ff162eb75fff0fdf00d901ca0f46dc0557cf"},
+    {file = "XlsxWriter-3.1.2-py3-none-any.whl", hash = "sha256:331508ff39d610ecdaf979e458840bc1eab6e6a02cfd5d08f044f0f73636236f"},
+    {file = "XlsxWriter-3.1.2.tar.gz", hash = "sha256:78751099a770273f1c98b8d6643351f68f98ae8e6acf9d09d37dc6798f8cd3de"},
 ]
 
 [[package]]
@@ -4695,4 +5055,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.11"
-content-hash = "3839561ca2068feddc97e917911e39760f27645af1c84a2430c3a9f1bcec4f4d"
+content-hash = "de6c7fb86b9c9bd35102629e19f111d0f2f403f30db5f75e5f67c9bd3166ef0b"
diff --git a/pyproject.toml b/pyproject.toml
index aa52717..a70ad02 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,7 @@ pyarrow = "^11.0.0"
 duckdb = "^0.6.1"
 sqlfluff = "^1.4.5"
 pydantic = "^2.3.0"
+geopandas = "^0.13.2"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/src/data_common/charting/download.py b/src/data_common/charting/download.py
index 76e6852..df56f50 100644
--- a/src/data_common/charting/download.py
+++ b/src/data_common/charting/download.py
@@ -39,12 +39,12 @@ def json_to_chart(json_spec: str) -> alt.Chart:
             del di_copy["datasets"]
             del di_copy["width"]
             c = Chart.from_dict(di_copy)
-            chart += c
+            chart += c  # type: ignore
     else:
         del di["width"]
         del di["config"]["view"]
         chart = Chart.from_dict(di)
-    return chart
+    return chart  # type: ignore
 
 
 def get_chart_from_url(url: str, n: int = 0) -> alt.Chart:
diff --git a/src/data_common/charting/sw_theme.py b/src/data_common/charting/sw_theme.py
index bc6d292..6ca81ae 100644
--- a/src/data_common/charting/sw_theme.py
+++ b/src/data_common/charting/sw_theme.py
@@ -118,7 +118,7 @@ def color_scale(
     use_palette = palette[: len(domain)]
     if reverse:
         use_palette = use_palette[::-1]
-    return alt.Scale(domain=domain, range=use_palette)
+    return alt.Scale(domain=domain, range=use_palette)  # type: ignore
 
 
 font = "Lato"
diff --git a/src/data_common/charting/theme.py b/src/data_common/charting/theme.py
index 3b2935a..2e1316a 100644
--- a/src/data_common/charting/theme.py
+++ b/src/data_common/charting/theme.py
@@ -131,7 +131,7 @@ def color_scale(
     use_palette = palette[: len(domain)]
     if reverse:
         use_palette = use_palette[::-1]
-    return alt.Scale(domain=domain, range=use_palette)
+    return alt.Scale(domain=domain, range=use_palette)  # type: ignore
 
 
 font = "Source Sans Pro"
diff --git a/src/data_common/dataset/jekyll_management.py b/src/data_common/dataset/jekyll_management.py
index ec0012c..39985ab 100644
--- a/src/data_common/dataset/jekyll_management.py
+++ b/src/data_common/dataset/jekyll_management.py
@@ -12,7 +12,6 @@
 def markdown_with_frontmatter(
     data: dict[str, Any], dest: Path, content: str = "", from_file: Path | None = None
 ):
-
     if content and from_file:
         raise ValueError("Trying to use contents and from_file arguments")
 
@@ -31,7 +30,6 @@ def markdown_with_frontmatter(
 
 
 def render_download_format_to_dir(items: list[dict[str, Any]], output_dir: Path):
-
     if output_dir.exists() is False:
         output_dir.mkdir()
     # remove existing files
@@ -52,7 +50,6 @@ def render_download_format_to_dir(items: list[dict[str, Any]], output_dir: Path)
 
 
 def render_sources_to_dir(items: list[dict[str, Any]], output_dir: Path):
-
     if output_dir.exists() is False:
         output_dir.mkdir()
     # remove existing files
@@ -103,7 +100,7 @@ def make_version_info_page(items: list[dict[str, Any]], output_dir: Path):
     df = pd.DataFrame(items)[["name", "title", "version", "full_version"]]
 
     for name, d in df.groupby("name"):
-        safe_name = name.replace("-", "_")
+        safe_name = str(name).replace("-", "_")
         data_dict = {
             "name": name,
             "title": d["title"].iloc[0],
diff --git a/src/data_common/dataset/resource_management.py b/src/data_common/dataset/resource_management.py
index 898831d..4f8bd75 100644
--- a/src/data_common/dataset/resource_management.py
+++ b/src/data_common/dataset/resource_management.py
@@ -11,8 +11,9 @@
 from dataclasses import dataclass
 from pathlib import Path
 from shutil import copyfile
-from typing import Any, Callable, Dict, Literal, TypedDict, TypeVar, cast
+from typing import Any, Callable, Literal, TypedDict, TypeVar, cast
 from urllib.parse import urlencode
+import geopandas as gpd
 
 import pandas as pd
 import pytest
@@ -20,9 +21,7 @@
 import xlsxwriter
 import re
 
-from frictionless import Schema, describe, validate
-from pyparsing import any_open_tag
-from rich.markdown import Markdown
+from frictionless import describe, validate
 from rich.table import Table
 from ruamel.yaml import YAML
 
@@ -168,16 +167,18 @@ def get_df(self) -> pd.DataFrame:
         else:
             raise ValueError(f"Unhandled file type {self.path.suffix}")
 
-    def get_resource(self, inline_data: bool = False) -> dict[str, Any]:
-
+    def get_resource(
+        self, inline_data: bool = False, is_geodata: bool = False
+    ) -> dict[str, Any]:
         if self.has_resource_yaml:
             yaml = YAML(typ="safe")
-            with open(self.resource_path, "r") as f:
+            with self.resource_path.open("r") as f:
                 resource = yaml.load(f)
             if inline_data:
-                resource["data"] = (
-                    self.get_df().fillna(value="").to_dict(orient="records")
-                )
+                df = self.get_df()
+                if is_geodata and "geometry" in df.columns:
+                    df = df.drop(columns=["geometry"])
+                resource["data"] = df.fillna(value="").to_dict(orient="records")
                 resource["format"] = "json"
                 del resource["scheme"]
                 del resource["path"]
@@ -205,12 +206,10 @@ def get_schema_from_file(
     ) -> SchemaValidator:
         return update_table_schema(self.path, existing_schema)
 
-    def rebuild_yaml(self):
+    def rebuild_yaml(self, is_geodata: bool = False):
         """
         Recreate yaml file from source file, preserving any custom values from previously existing yaml file
         """
-        from frictionless.resource.resource import Resource
-
         existing_desc = self.get_resource()
         desc = describe(self.path)
         desc.update(existing_desc)
@@ -218,6 +217,15 @@ def rebuild_yaml(self):
         desc["schema"] = self.get_schema_from_file(existing_desc.get("schema", None))
         desc["path"] = self.path.name
 
+        # if geodata - drop geometry example from schema
+        if is_geodata:
+            new_fields = []
+            for f in desc["schema"]["fields"]:
+                if f["name"] == "geometry":
+                    f["example"] = ""
+                new_fields.append(f)
+            desc["schema"]["fields"] = new_fields
+
         # ensure a blank title and description
         new_dict = {"title": None, "description": None, "custom": {}}
 
@@ -262,7 +270,7 @@ def rebuild_yaml(self):
         yaml_str = yaml_str.replace("- no\n", "- 'no'\n")
         yaml_str = yaml_str.replace("- yes\n", "- 'yes'\n")
 
-        with open(self.resource_path, "w") as f:
+        with self.resource_path.open("w") as f:
             f.write(yaml_str)
         print(f"Updated config for {self.slug} to {self.resource_path}")
 
@@ -337,7 +345,6 @@ def build_from_function(self):
             )
             return None
         if ":" in build_module and " " not in build_module:
-
             module, function = build_module.split(":")
             module = importlib.import_module(module)
             function = getattr(module, function)
@@ -680,7 +687,6 @@ def derive_bump_rule_from_change(self) -> tuple[version_rules, str] | None:
                         )
 
         if current_data != previous_data:
-
             dict_diff = diff_dicts(previous_data, current_data)
             rich.print(dict_diff)
 
@@ -809,8 +815,13 @@ def rebuild_resource(self, slug: str):
         resource.rebuild_yaml()
 
     def rebuild_all_resources(self):
+        is_geodata = self.is_geodata()
         for resource in self.resources().values():
-            resource.rebuild_yaml()
+            resource.rebuild_yaml(is_geodata=is_geodata)
+
+    def is_geodata(self) -> bool:
+        desc = self.get_datapackage()
+        return desc["custom"].get("is_geodata", False)
 
     def get_datapackage(self) -> dict[str, Any]:
         yaml = YAML(typ="safe")
@@ -897,15 +908,24 @@ def copy_resources(self):
         """
 
         desc = self.get_datapackage()
-        csv_value = desc.get("custom", {}).get("formats", {}).get("csv", True)
-        parquet_value = desc.get("custom", {}).get("formats", {}).get("parquet", True)
+        formats = desc.get("custom", {}).get("formats", {})
+        csv_value = formats.get("csv", True)
+        parquet_value = formats.get("parquet", True)
+        geojson_value = formats.get("geojson", False)
+        geopackage_value = formats.get("gpkg", False)
 
         csv_copy_query = """
         copy (select * from {{ source }}) to {{ dest }} (format PARQUET);
         """
 
+        # __index_level_0__ is an internal parquet column that duckdb has access to
+        # but we don't want to export
+        exclude = "EXCLUDE (__index_level_0__)"
+        if desc["custom"].get("is_geodata", False):
+            exclude = "EXCLUDE (__index_level_0__, geometry)"
+
         parquet_copy_query = """
-        copy (select * from {{ source }}) to {{ dest }} (HEADER, DELIMITER ',');
+        copy (select * {{ exclude }} from {{ source }}) to {{ dest }} (HEADER, DELIMITER ',');
         """
 
         for r in self.resources().values():
@@ -915,13 +935,30 @@ def copy_resources(self):
                     copyfile(r.path, self.build_path() / r.path.name)
                 if parquet_value:
                     parquet_file = self.build_path() / (r.path.stem + ".parquet")
-                    duck_query(csv_copy_query, source=r.path, dest=parquet_file)
+                    duck_query(csv_copy_query, source=r.path, dest=parquet_file).run()
+                if geojson_value or geopackage_value:
+                    raise ValueError(
+                        "Writing to geojson/geopackage from csv source not supported. Use parquet internally."
+                    )
             elif r.path.suffix == ".parquet":
                 if parquet_value:
                     copyfile(r.path, self.build_path() / r.path.name)
                 if csv_value:
                     csv_file = self.build_path() / (r.path.stem + ".csv")
-                    duck_query(parquet_copy_query, source=r.path, dest=csv_file)
+                    duck_query(
+                        parquet_copy_query,
+                        exclude=exclude,
+                        source=r.path,
+                        dest=csv_file,
+                    ).run()
+                if geojson_value:
+                    geojson_path = self.build_path() / (r.path.stem + ".geojson")
+                    gdf = gpd.read_parquet(r.path)
+                    gdf.to_file(geojson_path, driver="GeoJSON")
+                if geopackage_value:
+                    geopackage_path = self.build_path() / (r.path.stem + ".gpkg")
+                    gdf = gpd.read_parquet(r.path)
+                    gdf.to_file(geopackage_path, driver="GPKG")
 
     def get_datapackage_order(self) -> int:
         """
@@ -1103,7 +1140,7 @@ def get_composite_options(
 
         return composite_options
 
-    def build_excel(self):
+    def build_excel(self, is_geodata: bool = False):
         """
         Build a single excel file for all resources
         """
@@ -1134,6 +1171,9 @@ def build_excel(self):
 
         for sheet_name, df in sheets.items():
             short_sheet_name = sheet_name[-31:]  # only allow 31 characters
+            # if geometry is column - remove it
+            if is_geodata and "geometry" in df.columns:
+                df = df.drop(columns=["geometry"])
             df.to_excel(writer, sheet_name=short_sheet_name, index=False)
 
             for column in df:
@@ -1142,7 +1182,6 @@ def build_excel(self):
 
                 col_idx = df.columns.get_loc(column)
                 if column_length <= 50:
-
                     writer.sheets[short_sheet_name].set_column(
                         col_idx, col_idx, column_length
                     )
@@ -1153,7 +1192,7 @@ def build_excel(self):
 
         writer.save()
 
-    def build_sqlite(self):
+    def build_sqlite(self, is_geodata: bool = False):
         """
         Create a composite sqlite file for all resources
         with metadata as a seperate table.
@@ -1176,7 +1215,10 @@ def build_sqlite(self):
         for slug, resource in self.resources().items():
             if slug not in allowed_resource_slugs:
                 continue
-            sheets[slug] = resource.get_df()
+            df = resource.get_df()
+            if is_geodata and "geometry" in df.columns:
+                df = df.drop(columns=["geometry"])
+            sheets[slug] = df
             meta_df = resource.get_metadata_df()
             meta_df["resource"] = slug
             metadata.append(meta_df)
@@ -1192,7 +1234,7 @@ def build_sqlite(self):
             df.to_sql(name, con, index=False)
         con.close()
 
-    def build_composite_json(self):
+    def build_composite_json(self, is_geodata: bool = False):
         """
         This builds a composite json file that inlines the data as json.
         It can have less resources than the total, and some modifiers on the data.
@@ -1211,7 +1253,7 @@ def build_composite_json(self):
         ]
 
         datapackage["resources"] = [
-            x.get_resource(inline_data=True)
+            x.get_resource(inline_data=True, is_geodata=is_geodata)
             for x in self.resources().values()
             if x.slug in allowed_resource_slugs
         ]
@@ -1236,7 +1278,6 @@ def convert_to_array_from_comma(value: t) -> list[t]:
         # for instance splitting comma seperated fields to arrays
         for resource_slug, modify_maps in composite_options["modify"].items():
             for column, modify_type in modify_maps.items():
-
                 # split specified columns to arrays and update the schema
                 if modify_type == "comma-to-array":
                     for resource in datapackage["resources"]:
@@ -1271,9 +1312,10 @@ def build_composites(self):
         """
         Create composite files for the datapackage
         """
-        self.build_excel()
-        self.build_sqlite()
-        self.build_composite_json()
+        is_geodata = self.is_geodata()
+        self.build_excel(is_geodata)
+        self.build_sqlite(is_geodata)
+        self.build_composite_json(is_geodata)
 
     def build_markdown(self):
         """
@@ -1282,7 +1324,6 @@ def build_markdown(self):
         ...
 
     def print_status(self):
-
         resources = list(self.resources().values())
 
         df = pd.DataFrame(
diff --git a/src/data_common/db/duck.py b/src/data_common/db/duck.py
index d4dfbfb..6121705 100644
--- a/src/data_common/db/duck.py
+++ b/src/data_common/db/duck.py
@@ -1,14 +1,23 @@
-import inspect
 from functools import lru_cache
 from pathlib import Path
-from typing import Any, Literal, Callable
-
+from typing import Any, Literal, Callable, Protocol, runtime_checkable, Union
 import duckdb
 import jinja2
 import pandas as pd
 import toml
 
 
+@runtime_checkable
+class DuckView(Protocol):
+    query: str
+
+
+@runtime_checkable
+class DuckMacro(Protocol):
+    args: list[str]
+    macro: str
+
+
 @lru_cache
 def get_settings(toml_file: str = "pyproject.toml") -> dict:
     """
@@ -122,17 +131,57 @@ def __truediv__(self, other: str) -> "DuckUrl":
         return DuckUrl(f"{url}/{other}")
 
 
+SourceType = Path | DuckUrl | pd.DataFrame
+
+
+@runtime_checkable
+class SourceView(Protocol):
+    @property
+    def source(self) -> SourceType:
+        ...
+
+
 class DuckQuery:
     def __init__(self):
         self.ddb = duckdb.connect(":memory:")
         self.https: bool = False
+        self.variables = {}
+        self._last_query: DuckResponse | None = None
+
+    def set_jinja_variable(self, name: str, value: Any) -> "DuckQuery":
+        """
+        Set jinja variables that can then be used in queries
+        """
+        self.variables[name] = value
+        return self
+
+    @property
+    def last_query(self):
+        """
+        Get query for last view registered
+        """
+        if not self._last_query:
+            raise ValueError("No previous query to execute")
+        return self._last_query
 
     def activate_https(self) -> None:
         if self.https is False:
             self.ddb.execute("install httpfs; load httpfs")
 
-    def register(self, name: str, item: pd.DataFrame | DuckUrl | Path) -> None:
+    def as_source(self, item: SourceView) -> "DuckResponse":
+        """
+        Decorator to convert something implementing SourceView to a DuckResponse
+        """
+        name = item.__name__  # type: ignore
+        source = getattr(item, "source", None)
+
+        if source is None:
+            raise ValueError("Class must have a source attribute")
 
+        self.register(name, source)
+        return self.view(name)
+
+    def register(self, name: str, item: SourceType) -> None:
         if isinstance(item, DuckUrl):
             self.activate_https()
             self.ddb.execute(
@@ -156,14 +205,38 @@ def add_view(self, name: str, query: str) -> "DuckQuery":
         self.ddb.execute(f"CREATE OR REPLACE VIEW {name} AS {query}")
         return self
 
+    def as_view(self, cls: DuckView) -> "DuckResponse":
+        """
+        Decorator to convert something implementing DuckView to a DuckResponse
+        """
+
+        query = getattr(cls, "query", None)
+
+        if query is None:
+            raise ValueError("Class must have a query method")
+
+        store_as_view = getattr(cls, "store_as_view", None)  # type: ignore
+
+        if store_as_view is None:
+            store_as_view: str = cls.__name__  # type: ignore
+
+        return self.query(query, store_as=store_as_view)
+
+    def view(self, view_name: str):
+        """ """
+        return self.query(f"SELECT * FROM {view_name}")
+
     def query(
-        self, query: str | Path, store_as: str | None = None, **kwargs: Any
+        self, query: str | Path | DuckView, store_as: str | None = None, **kwargs: Any
     ) -> DuckResponse:
         """
         Execute a query
         """
+        if isinstance(query, DuckView):
+            return self.as_view(query)
+
+        query_vars = self.variables | kwargs
 
-        # if the query is a path, read it in
         if isinstance(query, Path) or query.endswith(".sql"):
             path = Path(query)
             if not path.exists():
@@ -189,11 +262,11 @@ def process_kwarg(key: str, value: Any) -> Any:
 
             return value
 
-        if kwargs:
+        if query_vars:
             env = jinja2.Environment()
             template = env.from_string(query)
 
-            args = {k: process_kwarg(k, v) for k, v in kwargs.items()}
+            args = {k: process_kwarg(k, v) for k, v in query_vars.items()}
 
             rendered_query = template.render(**args)
         else:
@@ -202,9 +275,36 @@ def process_kwarg(key: str, value: Any) -> Any:
         if store_as:
             self.ddb.execute(f"CREATE OR REPLACE VIEW {store_as} AS {rendered_query}")
             rendered_query = f"SELECT * FROM {store_as}"
-        return DuckResponse(self, rendered_query)
+
+        response = DuckResponse(self, rendered_query)
+
+        self._last_query = response
+        return response
+
+    def as_macro(self, item: DuckMacro):
+        name = item.__name__  # type: ignore
+
+        args = getattr(item, "args", None)
+
+        if args is None:
+            raise ValueError("Macro must have an args attribute")
+
+        macro = getattr(item, "macro", None)
+
+        if macro is None:
+            raise ValueError("Macro must have a macro method")
+
+        macro_query = f"""
+        CREATE OR REPLACE MACRO {name}({", ".join(args)}) AS
+        {macro}
+        """
+        self.query(macro_query).run()
+
+        return item
 
     def macro(self, func: Callable[..., str]) -> None:
+        # depricated: converts a function
+        # prefer 'as_macro' for clarity
         # get function name
         name = func.__name__
         # get arguments
diff --git a/src/data_common/helpers/parquet.py b/src/data_common/helpers/parquet.py
new file mode 100644
index 0000000..92c12e9
--- /dev/null
+++ b/src/data_common/helpers/parquet.py
@@ -0,0 +1,104 @@
+from pathlib import Path
+import pyarrow as pa
+import pyarrow.parquet as pq
+import pandas as pd
+import geopandas as gpd
+import math
+from tqdm import tqdm
+from geopandas.io.arrow import _arrow_to_geopandas
+
+
+def write_split_parquet(
+    from_file: Path,
+    output_path: Path,
+    chunk_size: int = 1000,
+    compression: str = "GZIP",
+    silent: bool = False,
+):
+    """
+    Split a Parquet file into multiple Parquet files.
+    """
+    # initialize output directory
+    if not output_path.exists():
+        output_path.mkdir(parents=True)
+
+    if output_path.exists() and not output_path.is_dir():
+        raise ValueError("Output path is not a directory.")
+
+    else:
+        for file in output_path.iterdir():
+            file.unlink()
+    table = pa.parquet.read_table(from_file)
+
+    # Calculate the total number of records
+    total_records = table.num_rows
+
+    # Calculate the number of chunks needed
+    num_chunks = math.ceil(total_records / chunk_size)
+
+    # Split the table into chunks and write to separate Parquet files
+    for chunk_idx in tqdm(list(range(num_chunks)), disable=silent):
+        start_idx = chunk_idx * chunk_size
+        end_idx = min((chunk_idx + 1) * chunk_size, total_records)
+
+        # Slice the table to create a new chunk
+        chunk_table = table.slice(start_idx, end_idx - start_idx)
+
+        # Write the chunk to a Parquet file
+        output_file = output_path / f"{chunk_idx}.parquet"
+        pq.write_table(chunk_table, output_file, compression=compression)
+
+
+def read_parquet_directory_to_table(directory_path: Path) -> pa.Table:
+    """
+    Read all Parquet files in a directory and combine them into a single PyArrow Table.
+    """
+    parquet_files = [
+        file for file in directory_path.iterdir() if file.suffix == ".parquet"
+    ]
+    if not parquet_files:
+        raise ValueError("No Parquet files found in the directory.")
+
+    # Read Parquet files and combine them into a single DataFrame
+    tables = []
+    for file in parquet_files:
+        table = pq.read_table(file)
+        tables.append(table)
+
+    return pa.concat_tables(tables)
+
+
+def read_parquet_directory(directory_path: Path) -> pd.DataFrame:
+    """
+    Read all Parquet files in a directory and combine them into a single Pandas DataFrame.
+    """
+    table = read_parquet_directory_to_table(directory_path)
+    return table.to_pandas()
+
+
+def read_split_geoparquet(fromdir: Path) -> gpd.GeoDataFrame:
+    """
+    Read all Parquet files in a directory and combine them into a single GeoPandas DataFrame.
+    """
+    table = read_parquet_directory_to_table(fromdir)
+    # convert pyarrow table to geopandas dataframe
+    return _arrow_to_geopandas(table)
+
+
+def open_geo_file(file_path: Path) -> gpd.GeoDataFrame:
+    """
+    Open a GeoFile (GeoJSON, Shapefile, GeoPackage, etc.) and return a GeoDataFrame.
+    """
+
+    # if the file_path is a directory return a GeoDataFrame
+    if file_path.is_dir():
+        return read_split_geoparquet(file_path)
+    # if the file_name is "*.parquet", get the parent directory and return a GeoDataFrame
+    elif file_path.name == "*.parquet":
+        return read_split_geoparquet(file_path.parent)
+    # if it's another parquet file, return that using the normal method
+    elif file_path.suffix == ".parquet":
+        return gpd.read_parquet(file_path)
+    # if it's a GeoJSON, Shapefile, GeoPackage, etc. return that using the normal method
+    else:
+        return gpd.read_file(file_path)
diff --git a/src/data_common/helpers/typing.py b/src/data_common/helpers/typing.py
new file mode 100644
index 0000000..85ae348
--- /dev/null
+++ b/src/data_common/helpers/typing.py
@@ -0,0 +1,119 @@
+from typing import (
+    get_args,
+    Any,
+    Type,
+    TypeVar,
+    Callable,
+    Generic,
+    ParamSpec,
+    get_type_hints,
+)
+
+from inspect import signature
+
+T = TypeVar("T")
+P = ParamSpec("P")
+
+
+class ValidationTest(Generic[T]):
+    root_type: Type[T]
+    test: Callable[[T], Any]
+    error: Callable[[T], Exception]
+
+    def __init__(
+        self,
+        root_type: Type[T],
+        test: Callable[[T], Any],
+        error: Callable[[T], Exception],
+    ):
+        self.root_type = root_type
+        self.test = test
+        self.error = error
+
+    def __call__(self, *args, **kwargs):
+        return self.test(*args, **kwargs)
+
+
+def inspect_function(func):
+    sig = signature(func)
+    parameters = sig.parameters
+    args = []
+    kwargs = {}
+
+    for param_name, param in parameters.items():
+        if param.default == param.empty:
+            args.append(param_name)
+        else:
+            kwargs[param_name] = param.default
+
+    return args, kwargs
+
+
+def merge_args_kwargs(func, *args, **kwargs):
+    expected_args, expected_kwargs = inspect_function(func)
+
+    if len(args) > len(expected_args):
+        raise ValueError(
+            f"Function expects {len(expected_args)} positional arguments, but {len(args)} were provided."
+        )
+
+    merged_kwargs = expected_kwargs.copy()
+
+    for i, arg in enumerate(args):
+        merged_kwargs[expected_args[i]] = arg
+
+    merged_kwargs.update(kwargs)
+
+    return merged_kwargs
+
+
+def enforce_types(func: Callable[P, T]) -> Callable[P, T]:
+    """
+    This lets us move some basic validation items into the type hint structure
+    """
+    type_hints = get_type_hints(func, include_extras=True)
+    expected_args, expected_kwargs = inspect_function(func)
+
+    def wrapper(*args: P.args, **kwargs: P.kwargs):
+        if len(args) > len(expected_args):
+            raise ValueError(
+                f"Function expects {len(expected_args)} positional arguments, but {len(args)} were provided."
+            )
+
+        merged_kwargs = expected_kwargs.copy()
+
+        for i, arg in enumerate(args):
+            merged_kwargs[expected_args[i]] = arg
+
+        merged_kwargs.update(kwargs)
+
+        for arg, type_ in type_hints.items():
+            if arg == "return":
+                continue
+            parameter_value = merged_kwargs[arg]
+            enforce_type(parameter_value, type_)
+        value = func(*args, **kwargs)
+        if "return" in type_hints:
+            enforce_type(value, type_hints["return"])
+        return value
+
+    return wrapper
+
+
+def enforce_type(object: T, annotated_type: Type[T]) -> None:
+    meta_data = get_args(annotated_type)
+
+    if not meta_data:
+        if not isinstance(object, annotated_type):
+            raise TypeError(f"Expected {annotated_type} but got {type(object)}")
+
+    if meta_data:
+        type_ = meta_data[0]
+
+        if not isinstance(object, type_):
+            raise TypeError(f"Expected {type_} but got {type(object)}")
+        tests = meta_data[1:]
+
+        for test in tests:
+            if not test(object):
+                raise test.error(object)
diff --git a/src/data_common/management/run_notebook.py b/src/data_common/management/run_notebook.py
index 27058aa..0cb12eb 100644
--- a/src/data_common/management/run_notebook.py
+++ b/src/data_common/management/run_notebook.py
@@ -3,7 +3,7 @@
 from pathlib import Path
 
 
-def run_notebook(notebook_filename: Path):
+def run_notebook(notebook_filename: Path, save: bool = True):
     """
     Run a notebook as part of another process
     """
@@ -12,6 +12,8 @@ def run_notebook(notebook_filename: Path):
         nb = nbformat.read(f, as_version=4)
         ep = ExecutePreprocessor(timeout=600)
         ep.preprocess(nb, {"metadata": {"path": "notebooks/"}})
-    with open(notebook_filename, "w", encoding="utf-8") as f:
-        nbformat.write(nb, f)
+    if save:
+        print(f"Saving notebook: {notebook_filename}")
+        with open(notebook_filename, "w", encoding="utf-8") as f:
+            nbformat.write(nb, f)
     print("Done")
diff --git a/src/data_common/management/settings.py b/src/data_common/management/settings.py
index 7ab85b0..41aa195 100644
--- a/src/data_common/management/settings.py
+++ b/src/data_common/management/settings.py
@@ -25,7 +25,11 @@ def get_settings(
 
     settings_file = Path(*top_level, toml_file)
 
-    data = toml.load(settings_file)["notebook"]["settings"]
+    try:
+        data = toml.load(settings_file)["tool"]["notebook"]["settings"]
+    except KeyError:
+        # backward compatibiiity for invalid toml
+        data = toml.load(settings_file)["notebook"]["settings"]
 
     env_data = {}
     if env_file and Path(*top_level, env_file).exists():
diff --git a/src/data_common/pandas/df_extensions/space.py b/src/data_common/pandas/df_extensions/space.py
index 6df9673..d7042dd 100644
--- a/src/data_common/pandas/df_extensions/space.py
+++ b/src/data_common/pandas/df_extensions/space.py
@@ -125,14 +125,12 @@ def t(x):
         self.label_df = label_df
 
     def set_k(self, k: int) -> "Cluster":
-
         new = copy.deepcopy(self)
 
         new.k = k
         return new
 
     def get_label_name(self, n, include_short=True) -> str:
-
         short_label = n
         name = self.label_names.get(self.k, {}).get(n, short_label)
         if include_short:
@@ -205,7 +203,6 @@ def map_from_anchor(self, anchor: pd.DataFrame | Path) -> dict[int, int]:
         return mapping.to_dict()
 
     def get_label_options(self) -> list:
-
         return [self.get_label_name(x) for x in range(1, self.k + 1)]
 
     def get_cluster_label_ids(self) -> pd.Series:
@@ -215,7 +212,6 @@ def get_cluster_label_ids(self) -> pd.Series:
         return labels
 
     def get_cluster_labels(self, include_short=True) -> ArrayLike:
-
         labels = self.get_cluster_label_ids()
 
         def f(x):
@@ -227,7 +223,6 @@ def f(x):
     label_array = get_cluster_labels
 
     def get_cluster_descs(self) -> ArrayLike:
-
         labels = self.get_cluster_label_ids()
         labels = labels.apply(lambda x: self.get_label_desc(n=x))
         return np.array(labels)
@@ -331,7 +326,7 @@ def _get_clusters(self, k: int):
         """
         fetch k means results for this cluster
         """
-        km = KMeans(n_clusters=k, random_state=self.default_seed, n_init=10)
+        km = KMeans(n_clusters=k, random_state=self.default_seed, n_init=10)  # type: ignore
         return km.fit(self.df)
 
     def get_clusters(self, k: int):
@@ -622,7 +617,6 @@ def join_distance(df_label_dict: Dict[str, pd.DataFrame]) -> pd.DataFrame:
     """
 
     def prepare(df, label):
-
         return (
             df.set_index(list(df.columns[:2]))
             .rename(columns={"distance": label})
diff --git a/src/data_common/resources/dataset_template/{{cookiecutter.slug}}/datapackage.yaml b/src/data_common/resources/dataset_template/{{cookiecutter.slug}}/datapackage.yaml
index 94cce6d..89c9176 100644
--- a/src/data_common/resources/dataset_template/{{cookiecutter.slug}}/datapackage.yaml
+++ b/src/data_common/resources/dataset_template/{{cookiecutter.slug}}/datapackage.yaml
@@ -31,6 +31,9 @@ custom:
   formats:
     csv: true
     parquet: true
+    gpkg: false
+    geojson: false
+  is_geodata: false
   composite:
     xlsx:
       include: all