diff --git a/poetry.lock b/poetry.lock
index d07f84bd..109ee2ca 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -63,6 +63,18 @@ wrapt = ">=1.10.10"
 awscli = ["awscli (>=1.25.60,<1.25.61)"]
 boto3 = ["boto3 (>=1.24.59,<1.24.60)"]
 
+[[package]]
+name = "aiofiles"
+version = "22.1.0"
+description = "File support for asyncio."
+category = "dev"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "aiofiles-22.1.0-py3-none-any.whl", hash = "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad"},
+    {file = "aiofiles-22.1.0.tar.gz", hash = "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"},
+]
+
 [[package]]
 name = "aiohttp"
 version = "3.8.3"
@@ -202,16 +214,28 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "aiosqlite"
+version = "0.18.0"
+description = "asyncio bridge to the standard sqlite3 module"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "aiosqlite-0.18.0-py3-none-any.whl", hash = "sha256:c3511b841e3a2c5614900ba1d179f366826857586f78abd75e7cbeb88e75a557"},
+    {file = "aiosqlite-0.18.0.tar.gz", hash = "sha256:faa843ef5fb08bafe9a9b3859012d3d9d6f77ce3637899de20606b7fc39aa213"},
+]
+
 [[package]]
 name = "alabaster"
-version = "0.7.12"
+version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "alabaster-0.7.12-py2.py3-none-any.whl", hash = "sha256:446438bdcca0e05bd45ea2de1668c1d9b032e1a9154c2c259092d77031ddd359"},
-    {file = "alabaster-0.7.12.tar.gz", hash = "sha256:a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02"},
+    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
 ]
 
 [[package]]
@@ -382,14 +406,14 @@ tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy
 
 [[package]]
 name = "azure-core"
-version = "1.26.2"
+version = "1.26.3"
 description = "Microsoft Azure Core Library for Python"
 category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "azure-core-1.26.2.zip", hash = "sha256:986bfd8687889782d79481d4c5d0af04ab4a18ca2f210364804a88e4eaa1586a"},
-    {file = "azure_core-1.26.2-py3-none-any.whl", hash = "sha256:df306e6e4abc145610ca6744aef943129a6fd7a11977e56731f69ac0e00724f9"},
+    {file = "azure-core-1.26.3.zip", hash = "sha256:acbd0daa9675ce88623da35c80d819cdafa91731dee6b2695c64d7ca9da82db4"},
+    {file = "azure_core-1.26.3-py3-none-any.whl", hash = "sha256:f7bad0a7b4d800d6e73733ea7e13a616016221ac111ff9a344fe4cba41e51bbe"},
 ]
 
 [package.dependencies]
@@ -505,14 +529,14 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.11.1"
+version = "4.11.2"
 description = "Screen-scraping library"
 category = "dev"
 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 = "beautifulsoup4-4.11.2-py3-none-any.whl", hash = "sha256:0e79446b10b3ecb499c1556f7e228a53e64a2bfcebd455f370d8927cb5b59e39"},
+    {file = "beautifulsoup4-4.11.2.tar.gz", hash = "sha256:bc4bdda6717de5a2987436fb8d72f45dc90dd856bdfd512a1314ce90349a0106"},
 ]
 
 [package.dependencies]
@@ -560,14 +584,14 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "5.0.1"
+version = "6.0.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "bleach-5.0.1-py3-none-any.whl", hash = "sha256:085f7f33c15bd408dd9b17a4ad77c577db66d76203e5984b1bd59baeee948b2a"},
-    {file = "bleach-5.0.1.tar.gz", hash = "sha256:0d03255c47eb9bd2f26aa9bb7f2107732e7e8fe195ca2f64709fcf3b0a4a085c"},
+    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
+    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
 ]
 
 [package.dependencies]
@@ -576,7 +600,6 @@ webencodings = "*"
 
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.2)"]
-dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
 
 [[package]]
 name = "bokeh"
@@ -621,14 +644,14 @@ crt = ["awscrt (==0.14.0)"]
 
 [[package]]
 name = "cachetools"
-version = "5.2.0"
+version = "5.3.0"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = true
 python-versions = "~=3.7"
 files = [
-    {file = "cachetools-5.2.0-py3-none-any.whl", hash = "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"},
-    {file = "cachetools-5.2.0.tar.gz", hash = "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757"},
+    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
+    {file = "cachetools-5.3.0.tar.gz", hash = "sha256:13dfddc7b8df938c21a940dfa6557ce6e94a2f1cdfa58eb90c805721d58f2c14"},
 ]
 
 [[package]]
@@ -780,14 +803,14 @@ validators = ">=0.18,<0.19"
 
 [[package]]
 name = "cloudpickle"
-version = "2.2.0"
+version = "2.2.1"
 description = "Extended pickling support for Python objects"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "cloudpickle-2.2.0-py3-none-any.whl", hash = "sha256:7428798d5926d8fcbfd092d18d01a2a03daf8237d8fcdc8095d256b8490796f0"},
-    {file = "cloudpickle-2.2.0.tar.gz", hash = "sha256:3f4219469c55453cfe4737e564b67c2a149109dabf7f242478948b895f61106f"},
+    {file = "cloudpickle-2.2.1-py3-none-any.whl", hash = "sha256:61f594d1f4c295fa5cd9014ceb3a1fc4a70b0de1164b94fbc2d854ccba056f9f"},
+    {file = "cloudpickle-2.2.1.tar.gz", hash = "sha256:d89684b8de9e34a2a43b3460fbca07d09d6e25ce858df4d5a44240403b6178f5"},
 ]
 
 [[package]]
@@ -822,92 +845,78 @@ test = ["pytest"]
 
 [[package]]
 name = "contourpy"
-version = "1.0.6"
+version = "1.0.7"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
-test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
-test-minimal = ["pytest"]
-test-no-codebase = ["Pillow", "matplotlib", "pytest"]
+bokeh = ["bokeh", "chromedriver", "selenium"]
+docs = ["furo", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
+test = ["Pillow", "matplotlib", "pytest"]
+test-no-images = ["pytest"]
 
 [[package]]
 name = "coverage"
@@ -977,47 +986,47 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "39.0.0"
+version = "39.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = true
 python-versions = ">=3.6"
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 ssh = ["bcrypt (>=3.1.5)"]
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+test-randomorder = ["pytest-randomly"]
+tox = ["tox"]
 
 [[package]]
 name = "cycler"
@@ -1045,14 +1054,14 @@ files = [
 
 [[package]]
 name = "dask"
-version = "2022.12.1"
+version = "2023.1.1"
 description = "Parallel PyData with Task Scheduling"
 category = "main"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 [package.extras]
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-complete = ["bokeh (>=2.4.2,<3)", "distributed (==2022.12.1)", "jinja2", "numpy (>=1.18)", "pandas (>=1.0)"]
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 diagnostics = ["bokeh (>=2.4.2,<3)", "jinja2"]
-distributed = ["distributed (==2022.12.1)"]
+distributed = ["distributed (==2023.1.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-rerunfailures", "pytest-xdist"]
 
 [[package]]
@@ -1092,30 +1101,30 @@ jupyterlab = ">=3.0.0"
 
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 name = "debugpy"
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 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
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 python-versions = ">=3.7"
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 ]
 
 [[package]]
@@ -1156,32 +1165,32 @@ files = [
 
 [[package]]
 name = "distributed"
-version = "2022.12.1"
+version = "2023.1.1"
 description = "Distributed scheduler for Dask"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 click = ">=7.0"
 cloudpickle = ">=1.5.0"
-dask = "2022.12.1"
-jinja2 = "*"
+dask = "2023.1.1"
+jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
-msgpack = ">=0.6.0"
+msgpack = ">=1.0.0"
 packaging = ">=20.0"
-psutil = ">=5.0"
-pyyaml = "*"
-sortedcontainers = "<2.0.0 || >2.0.0,<2.0.1 || >2.0.1"
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+pyyaml = ">=5.3.1"
+sortedcontainers = ">=2.0.5"
 tblib = ">=1.6.0"
 toolz = ">=0.10.0"
 tornado = ">=6.0.3"
-urllib3 = "*"
-zict = ">=0.1.3"
+urllib3 = ">=1.24.3"
+zict = ">=2.1.0"
 
 [[package]]
 name = "docutils"
@@ -1354,14 +1363,14 @@ dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "tox"]
 
 [[package]]
 name = "flake8-docstrings"
-version = "1.6.0"
+version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1640,14 +1649,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
 
 [[package]]
 name = "google-auth"
-version = "2.15.0"
+version = "2.16.0"
 description = "Google Authentication Library"
 category = "main"
 optional = true
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 files = [
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 ]
 
 [package.dependencies]
@@ -1661,17 +1670,18 @@ aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
 enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "0.8.0"
+version = "1.0.0"
 description = "Google Authentication Library"
 category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "google-auth-oauthlib-0.8.0.tar.gz", hash = "sha256:81056a310fb1c4a3e5a7e1a443e1eb96593c6bbc55b26c0261e4d3295d3e6593"},
-    {file = "google_auth_oauthlib-0.8.0-py2.py3-none-any.whl", hash = "sha256:40cc612a13c3336d5433e94e2adb42a0c88f6feb6c55769e44500fc70043a576"},
+    {file = "google-auth-oauthlib-1.0.0.tar.gz", hash = "sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5"},
+    {file = "google_auth_oauthlib-1.0.0-py2.py3-none-any.whl", hash = "sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb"},
 ]
 
 [package.dependencies]
@@ -1805,14 +1815,14 @@ testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "2.4.0"
+version = "2.4.1"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "google-resumable-media-2.4.0.tar.gz", hash = "sha256:8d5518502f92b9ecc84ac46779bd4f09694ecb3ba38a3e7ca737a86d15cbca1f"},
-    {file = "google_resumable_media-2.4.0-py2.py3-none-any.whl", hash = "sha256:2aa004c16d295c8f6c33b2b4788ba59d366677c0a25ae7382436cb30f776deaa"},
+    {file = "google-resumable-media-2.4.1.tar.gz", hash = "sha256:15b8a2e75df42dc6502d1306db0bce2647ba6013f9cd03b6e17368c0886ee90a"},
+    {file = "google_resumable_media-2.4.1-py2.py3-none-any.whl", hash = "sha256:831e86fd78d302c1a034730a0c6e5369dd11d37bad73fa69ca8998460d5bae8d"},
 ]
 
 [package.dependencies]
@@ -1824,14 +1834,14 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.57.1"
+version = "1.58.0"
 description = "Common protobufs used in Google APIs"
 category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.57.1.tar.gz", hash = "sha256:e877f2f041b640b4888b6917dde4f44515ab938bf744c4dbc06f11f0e8ed56b5"},
-    {file = "googleapis_common_protos-1.57.1-py2.py3-none-any.whl", hash = "sha256:2672d6b3a7b6188b70a5a4c70def7ddbb9000852dfbf49daf52fc7306c09db0c"},
+    {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"},
 ]
 
 [package.dependencies]
@@ -1854,14 +1864,14 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.12"
+version = "2.5.17"
 description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "identify-2.5.12-py2.py3-none-any.whl", hash = "sha256:e8a400c3062d980243d27ce10455a52832205649bbcaf27ffddb3dfaaf477bad"},
-    {file = "identify-2.5.12.tar.gz", hash = "sha256:0bc96b09c838310b6fcfcc61f78a981ea07f94836ef6ef553da5bb5d4745d662"},
+    {file = "identify-2.5.17-py2.py3-none-any.whl", hash = "sha256:7d526dd1283555aafcc91539acc061d8f6f59adb0a7bba462735b0a318bff7ed"},
+    {file = "identify-2.5.17.tar.gz", hash = "sha256:93cc61a861052de9d4c541a7acb7e3dcc9c11b398a2144f6e52ae5285f5f4f06"},
 ]
 
 [package.extras]
@@ -1932,34 +1942,35 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 
 [[package]]
 name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
-    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
 [[package]]
 name = "ipykernel"
-version = "6.19.4"
+version = "6.21.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.19.4-py3-none-any.whl", hash = "sha256:0ecdae0060da61c5222ad221681f3b99b5bef739e11a3b1eb5778aa47f056f1f"},
-    {file = "ipykernel-6.19.4.tar.gz", hash = "sha256:4140c282a6c71cdde59abe5eae2c71bf1eeb4a69316ab76e1c4c25150a49722b"},
+    {file = "ipykernel-6.21.1-py3-none-any.whl", hash = "sha256:1a04bb359212e23e46adc0116ec82ea128c1e5bd532fde4fbe679787ff36f0cf"},
+    {file = "ipykernel-6.21.1.tar.gz", hash = "sha256:a0f8eece39cab1ee352c9b59ec67bbe44d8299f8238e4c16ff7f4cf0052d3378"},
 ]
 
 [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 = "*"
@@ -1970,7 +1981,9 @@ traitlets = ">=5.4.0"
 
 [package.extras]
 cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+pyqt5 = ["pyqt5"]
+pyside6 = ["pyside6"]
 test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -1999,14 +2012,14 @@ docs = ["Sphinx (>=1.5)", "myst-nb", "sphinx-book-theme", "sphinx-copybutton", "
 
 [[package]]
 name = "ipython"
-version = "8.8.0"
+version = "8.9.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 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-8.9.0-py3-none-any.whl", hash = "sha256:9c207b0ef2d276d1bfcfeb9a62804336abbe4b170574ea061500952319b1d78c"},
+    {file = "ipython-8.9.0.tar.gz", hash = "sha256:71618e82e6d59487bea059626e7c79fb4a5b760d1510d02fab1160db6fdfa1f7"},
 ]
 
 [package.dependencies]
@@ -2018,7 +2031,7 @@ 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,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
@@ -2102,19 +2115,19 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "isort"
-version = "5.11.4"
+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 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"]
 
@@ -2227,39 +2240,38 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jupyter-client"
-version = "7.4.8"
+version = "8.0.2"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-7.4.8-py3-none-any.whl", hash = "sha256:d4a67ae86ee014bcb96bd8190714f6af921f2b0f52f4208b086aa5acfd9f8d65"},
-    {file = "jupyter_client-7.4.8.tar.gz", hash = "sha256:109a3c33b62a9cf65aa8325850a0999a795fac155d9de4f7555aef5f310ee35a"},
+    {file = "jupyter_client-8.0.2-py3-none-any.whl", hash = "sha256:c53731eb590b68839b0ce04bf46ff8c4f03278f5d9fe5c3b0f268a57cc2bd97e"},
+    {file = "jupyter_client-8.0.2.tar.gz", hash = "sha256:47ac9f586dbcff4d79387ec264faf0fdeb5f14845fa7345fd7d1e378f8096011"},
 ]
 
 [package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
-traitlets = "*"
+traitlets = ">=5.3"
 
 [package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["codecov", "coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.1.2"
+version = "5.2.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.1.2-py3-none-any.whl", hash = "sha256:0f99cc639c8d00d591acfcc028aeea81473ea6c72fabe86426398220e2d91b1d"},
-    {file = "jupyter_core-5.1.2.tar.gz", hash = "sha256:62b00d52f030643d29f86aafdfd9b36d42421823599a272eb4c2df1d1cc7f723"},
+    {file = "jupyter_core-5.2.0-py3-none-any.whl", hash = "sha256:4bdc2928c37f6917130c667d8b8708f20aee539d8283c6be72aabd2a4b4c83b0"},
+    {file = "jupyter_core-5.2.0.tar.gz", hash = "sha256:1407cdb4c79ee467696c04b76633fc1884015fa109323365a6372c8e890cc83f"},
 ]
 
 [package.dependencies]
@@ -2295,18 +2307,18 @@ test = ["click", "coverage", "pre-commit", "pytest (>=6.1.0)", "pytest-asyncio (
 
 [[package]]
 name = "jupyter-server"
-version = "2.0.6"
+version = "2.2.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.0.6-py3-none-any.whl", hash = "sha256:6a4c9a3f9fa8679015954586944a568b911a98d7480ae1d56ff55a6a4f055254"},
-    {file = "jupyter_server-2.0.6.tar.gz", hash = "sha256:8dd75992e90b7ca556794a1ed5cca51263c697abc6d0df561af574aa1c0a033f"},
+    {file = "jupyter_server-2.2.1-py3-none-any.whl", hash = "sha256:854fb7d49f6b7f545d4f8354172b004dcda887ba0699def7112daf785ba3c9ce"},
+    {file = "jupyter_server-2.2.1.tar.gz", hash = "sha256:5afb8a0cdfee37d02d69bdf470ae9cbb1dee5d4788f9bc6cc8e54bd8c83fb096"},
 ]
 
 [package.dependencies]
-anyio = ">=3.1.0,<4"
+anyio = ">=3.1.0"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
@@ -2326,9 +2338,29 @@ traitlets = ">=5.6.0"
 websocket-client = "*"
 
 [package.extras]
-docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
+docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
 test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
 
+[[package]]
+name = "jupyter-server-fileid"
+version = "0.6.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server_fileid-0.6.0-py3-none-any.whl", hash = "sha256:ac36436611b281cebbb5b9936a6f4850271bb411e13a287780a022dd0d2c3bf7"},
+    {file = "jupyter_server_fileid-0.6.0.tar.gz", hash = "sha256:a12209bdef4f2f9d57051b7556a089299fb9f26b501f643946854220c955be14"},
+]
+
+[package.dependencies]
+jupyter-events = ">=0.5.0,<0.6.0"
+jupyter-server = ">=1.15,<3"
+
+[package.extras]
+cli = ["click"]
+test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov"]
+
 [[package]]
 name = "jupyter-server-proxy"
 version = "3.2.2"
@@ -2352,14 +2384,14 @@ test = ["pytest", "pytest-cov", "pytest-html"]
 
 [[package]]
 name = "jupyter-server-terminals"
-version = "0.4.3"
+version = "0.4.4"
 description = "A Jupyter Server Extension Providing Terminals."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server_terminals-0.4.3-py3-none-any.whl", hash = "sha256:ec67d3f1895d25cfb586a87a50b8eee13b709898a4afd721058e551e0a0f480d"},
-    {file = "jupyter_server_terminals-0.4.3.tar.gz", hash = "sha256:8421438d95a1f1f6994c48dd5dc10ad167ea7c196972bb5d1d7a9da1e30fde02"},
+    {file = "jupyter_server_terminals-0.4.4-py3-none-any.whl", hash = "sha256:75779164661cec02a8758a5311e18bb8eb70c4e86c6b699403100f1585a12a36"},
+    {file = "jupyter_server_terminals-0.4.4.tar.gz", hash = "sha256:57ab779797c25a7ba68e97bcfb5d7740f2b5e8a83b5e8102b10438041a7eac5d"},
 ]
 
 [package.dependencies]
@@ -2367,19 +2399,58 @@ pywinpty = {version = ">=2.0.3", markers = "os_name == \"nt\""}
 terminado = ">=0.8.3"
 
 [package.extras]
-docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxemoji", "tornado"]
+docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
 test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
 
+[[package]]
+name = "jupyter-server-ydoc"
+version = "0.6.1"
+description = "A Jupyter Server Extension Providing Y Documents."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server_ydoc-0.6.1-py3-none-any.whl", hash = "sha256:18275ff1ce7e93bbda2301ca066273b3951fc50b0d9c8fc33788374134ad7920"},
+    {file = "jupyter_server_ydoc-0.6.1.tar.gz", hash = "sha256:ab10864708c81fa41ab9f2ed3626b54ff6926eaf14545d1d439714978dad6e9f"},
+]
+
+[package.dependencies]
+jupyter-server-fileid = ">=0.6.0,<1"
+jupyter-ydoc = ">=0.2.0,<0.4.0"
+ypy-websocket = ">=0.8.2,<0.9.0"
+
+[package.extras]
+test = ["coverage", "jupyter-server[test] (>=2.0.0a0)", "pytest (>=7.0)", "pytest-cov", "pytest-timeout", "pytest-tornasync"]
+
+[[package]]
+name = "jupyter-ydoc"
+version = "0.2.2"
+description = "Document structures for collaborative editing using Ypy"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_ydoc-0.2.2-py3-none-any.whl", hash = "sha256:596a9ae5986b59f8776c42430b5ad516405963574078ab801781933c9690be93"},
+    {file = "jupyter_ydoc-0.2.2.tar.gz", hash = "sha256:3163bd4745eedd46d4bba6df52ab26be3c5c44c3a8aaf247635062486ea8f84f"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
+y-py = ">=0.5.3,<0.6.0"
+
+[package.extras]
+test = ["pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)", "ypy-websocket (>=0.3.1,<0.4.0)"]
+
 [[package]]
 name = "jupyterlab"
-version = "3.5.2"
+version = "3.6.1"
 description = "JupyterLab computational environment"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2387,15 +2458,17 @@ ipython = "*"
 jinja2 = ">=2.1"
 jupyter-core = "*"
 jupyter-server = ">=1.16.0,<3"
-jupyterlab-server = ">=2.10,<3.0"
+jupyter-server-ydoc = ">=0.6.0,<0.7.0"
+jupyter-ydoc = ">=0.2.2,<0.3.0"
+jupyterlab-server = ">=2.19,<3.0"
 nbclassic = "*"
 notebook = "<7"
 packaging = "*"
-tomli = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 tornado = ">=6.1.0"
 
 [package.extras]
-test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.6.0)", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -2411,14 +2484,14 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.18.0"
+version = "2.19.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "jupyterlab_server-2.19.0.tar.gz", hash = "sha256:9aec21a2183bbedd9f91a86628355449575f1862d88b28ad5f905019d31e6c21"},
 ]
 
 [package.dependencies]
@@ -2619,103 +2692,113 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
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+    {file = "matplotlib-3.6.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:9ceebaf73f1a3444fa11014f38b9da37ff7ea328d6efa1652241fe3777bfdab9"},
+    {file = "matplotlib-3.6.3.tar.gz", hash = "sha256:1f4d69707b1677560cd952544ee4962f68ff07952fb9069ff8c12b56353cb8c9"},
 ]
 
 [package.dependencies]
@@ -2790,26 +2873,26 @@ files = [
 
 [[package]]
 name = "mistune"
-version = "2.0.4"
+version = "2.0.5"
 description = "A sane Markdown parser with useful plugins and renderers"
 category = "dev"
 optional = false
 python-versions = "*"
 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-2.0.5-py2.py3-none-any.whl", hash = "sha256:bad7f5d431886fcbaf5f758118ecff70d31f75231b34024a1341120340a65ce8"},
+    {file = "mistune-2.0.5.tar.gz", hash = "sha256:0246113cb2492db875c6be56974a7c893333bf26cd92891c85f63151cee09d34"},
 ]
 
 [[package]]
 name = "msal"
-version = "1.20.0"
+version = "1.21.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "msal-1.20.0-py2.py3-none-any.whl", hash = "sha256:d2f1c26368ecdc28c8657d457352faa0b81b1845a7b889d8676787721ba86792"},
-    {file = "msal-1.20.0.tar.gz", hash = "sha256:78344cd4c91d6134a593b5e3e45541e666e37b747ff8a6316c3668dd1e6ab6b2"},
+    {file = "msal-1.21.0-py2.py3-none-any.whl", hash = "sha256:e8444617c1eccdff7bb73f5d4f94036002accea4a2c05f8f39c9efb5bd2b0c6a"},
+    {file = "msal-1.21.0.tar.gz", hash = "sha256:96b5c867830fd116e5f7d0ec8ef1b238b4cda4d1aea86d8fecf518260e136fbf"},
 ]
 
 [package.dependencies]
@@ -2818,7 +2901,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.11.2,<0.14)"]
+broker = ["pymsalruntime (>=0.13.2,<0.14)"]
 
 [[package]]
 name = "msal-extensions"
@@ -3052,14 +3135,14 @@ reports = ["lxml"]
 
 [[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 = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
-    {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
-    {file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
+    {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]]
@@ -3091,14 +3174,14 @@ testing = ["beautifulsoup4", "coverage[toml]", "pytest (>=6,<7)", "pytest-cov",
 
 [[package]]
 name = "nbclassic"
-version = "0.4.8"
-description = "A web-based notebook environment for interactive computing"
+version = "0.5.1"
+description = "Jupyter Notebook as a Jupyter Server extension."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "nbclassic-0.4.8-py3-none-any.whl", hash = "sha256:cbf05df5842b420d5cece0143462380ea9d308ff57c2dc0eb4d6e035b18fbfb3"},
-    {file = "nbclassic-0.4.8.tar.gz", hash = "sha256:c74d8a500f8e058d46b576a41e5bc640711e1032cf7541dde5f73ea49497e283"},
+    {file = "nbclassic-0.5.1-py3-none-any.whl", hash = "sha256:32c235e1f22f4048f3b877d354c198202898797cf9c2085856827598cead001b"},
+    {file = "nbclassic-0.5.1.tar.gz", hash = "sha256:8e8ffce7582bb7a4baf11fa86a3d88b184e8e7df78eed4ead69f15aa4fc0e323"},
 ]
 
 [package.dependencies]
@@ -3108,7 +3191,7 @@ ipython-genutils = "*"
 jinja2 = "*"
 jupyter-client = ">=6.1.1"
 jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
+jupyter-server = ">=1.17.0"
 nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
@@ -3123,7 +3206,7 @@ traitlets = ">=4.2.1"
 [package.extras]
 docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
+test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
 
 [[package]]
 name = "nbclient"
@@ -3150,14 +3233,14 @@ test = ["ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.2.7"
+version = "7.2.9"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "nbconvert-7.2.7-py3-none-any.whl", hash = "sha256:e057f1f87a6ac50629b724d9a46b40e2ba394d6f20ee7f33f4acef1928a15af3"},
-    {file = "nbconvert-7.2.7.tar.gz", hash = "sha256:8b727b0503bf4e0ff3907c8bea030d3fc4015fbee8669ac6ac2a5a6668b49d5e"},
+    {file = "nbconvert-7.2.9-py3-none-any.whl", hash = "sha256:495638c5e06005f4a5ce828d8a81d28e34f95c20f4384d5d7a22254b443836e7"},
+    {file = "nbconvert-7.2.9.tar.gz", hash = "sha256:a42c3ac137c64f70cbe4d763111bf358641ea53b37a01a5c202ed86374af5234"},
 ]
 
 [package.dependencies]
@@ -3180,7 +3263,7 @@ traitlets = ">=5.0"
 
 [package.extras]
 all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
-docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)"]
+docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
@@ -3189,14 +3272,14 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
 name = "nbformat"
-version = "5.7.1"
+version = "5.7.3"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "nbformat-5.7.1-py3-none-any.whl", hash = "sha256:e52ab802ce7f7a2863861e914642f021b9d7c23ad9726d14c36df92a79acd754"},
-    {file = "nbformat-5.7.1.tar.gz", hash = "sha256:3810a0130453ed031970521d20989b8a592f3c2e73283a8280ae34ae1f75b3f8"},
+    {file = "nbformat-5.7.3-py3-none-any.whl", hash = "sha256:22a98a6516ca216002b0a34591af5bcb8072ca6c63910baffc901cfa07fefbf0"},
+    {file = "nbformat-5.7.3.tar.gz", hash = "sha256:4b021fca24d3a747bf4e626694033d792d594705829e5e35b14ee3369f9f6477"},
 ]
 
 [package.dependencies]
@@ -3206,7 +3289,7 @@ jupyter-core = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
 test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
@@ -3423,19 +3506,16 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "23.0"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
-    {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
+    {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"},
+    {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"},
 ]
 
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
-
 [[package]]
 name = "pandocfilters"
 version = "1.5.0"
@@ -3485,26 +3565,26 @@ complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
 
 [[package]]
 name = "pathspec"
-version = "0.10.3"
+version = "0.11.0"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pathspec-0.10.3-py3-none-any.whl", hash = "sha256:3c95343af8b756205e2aba76e843ba9520a24dd84f68c22b9f93251507509dd6"},
-    {file = "pathspec-0.10.3.tar.gz", hash = "sha256:56200de4077d9d0791465aa9095a01d421861e405b5096955051deefd697d6f6"},
+    {file = "pathspec-0.11.0-py3-none-any.whl", hash = "sha256:3a66eb970cbac598f9e5ccb5b2cf58930cd8e3ed86d393d541eaf2d8b1705229"},
+    {file = "pathspec-0.11.0.tar.gz", hash = "sha256:64d338d4e0914e91c1792321e6907b5a593f1ab1851de7fc269557a21b30ebbc"},
 ]
 
 [[package]]
 name = "pbr"
-version = "5.11.0"
+version = "5.11.1"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
 python-versions = ">=2.6"
 files = [
-    {file = "pbr-5.11.0-py2.py3-none-any.whl", hash = "sha256:db2317ff07c84c4c63648c9064a79fe9d9f5c7ce85a9099d4b6258b3db83225a"},
-    {file = "pbr-5.11.0.tar.gz", hash = "sha256:b97bc6695b2aff02144133c2e7399d5885223d42b7912ffaec2ca3898e673bfe"},
+    {file = "pbr-5.11.1-py2.py3-none-any.whl", hash = "sha256:567f09558bae2b3ab53cb3c1e2e33e726ff3338e7bae3db5dc954b3a44eef12b"},
+    {file = "pbr-5.11.1.tar.gz", hash = "sha256:aefc51675b0b533d56bb5fd1c8c6c0522fe31896679882e1c4c63d5e4a0fccb3"},
 ]
 
 [[package]]
@@ -3654,19 +3734,19 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
+version = "3.0.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-2.6.2-py3-none-any.whl", hash = "sha256:83c8f6d04389165de7c9b6f0c682439697887bca0aa2f1c87ef1826be3584490"},
-    {file = "platformdirs-2.6.2.tar.gz", hash = "sha256:e1fea1fe471b9ff8332e229df3cb7de4f53eeea4998d3b6bfff542115e998bd2"},
+    {file = "platformdirs-3.0.0-py3-none-any.whl", hash = "sha256:b1d5eb14f221506f50d6604a561f4c5786d9e80355219694a1b244bcd96f4567"},
+    {file = "platformdirs-3.0.0.tar.gz", hash = "sha256:8a1228abb1ef82d788f74139988b137e78692984ec7b08eaa6c65f1723af28f9"},
 ]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -3686,14 +3766,14 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portalocker"
-version = "2.6.0"
+version = "2.7.0"
 description = "Wraps the portalocker recipe for easy usage"
 category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
-    {file = "portalocker-2.6.0-py2.py3-none-any.whl", hash = "sha256:102ed1f2badd8dec9af3d732ef70e94b215b85ba45a8d7ff3c0003f19b442f4e"},
-    {file = "portalocker-2.6.0.tar.gz", hash = "sha256:964f6830fb42a74b5d32bce99ed37d8308c1d7d44ddf18f3dd89f4680de97b39"},
+    {file = "portalocker-2.7.0-py2.py3-none-any.whl", hash = "sha256:a07c5b4f3985c3cf4798369631fb7011adb498e2a46d8440efc75a8f29a0f983"},
+    {file = "portalocker-2.7.0.tar.gz", hash = "sha256:032e81d534a88ec1736d03f780ba073f047a06c478b06e2937486f334e955c51"},
 ]
 
 [package.dependencies]
@@ -3702,7 +3782,7 @@ pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
 [package.extras]
 docs = ["sphinx (>=1.7.1)"]
 redis = ["redis"]
-tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=3.0.3)"]
+tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "pytest-timeout (>=2.1.0)", "redis", "sphinx (>=6.0.0)"]
 
 [[package]]
 name = "pre-commit"
@@ -3741,14 +3821,14 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "prometheus-client"
-version = "0.15.0"
+version = "0.16.0"
 description = "Python client for the Prometheus monitoring system."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "prometheus_client-0.15.0-py3-none-any.whl", hash = "sha256:db7c05cbd13a0f79975592d112320f2605a325969b270a94b71dcabc47b931d2"},
-    {file = "prometheus_client-0.15.0.tar.gz", hash = "sha256:be26aa452490cfcf6da953f9436e95a9f2b4d578ca80094b4458930e5f584ab1"},
+    {file = "prometheus_client-0.16.0-py3-none-any.whl", hash = "sha256:0836af6eb2c8f4fed712b2f279f6c0a8bbab29f9f4aa15276b91c7cb0d1616ab"},
+    {file = "prometheus_client-0.16.0.tar.gz", hash = "sha256:a03e35b359f14dd1630898543e2120addfdeacd1a6069c1367ae90fd93ad3f48"},
 ]
 
 [package.extras]
@@ -3847,18 +3927,6 @@ files = [
 [package.extras]
 tests = ["pytest"]
 
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-files = [
-    {file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"},
-    {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
-]
-
 [[package]]
 name = "pyasn1"
 version = "0.4.8"
@@ -3912,14 +3980,14 @@ files = [
 
 [[package]]
 name = "pydocstyle"
-version = "6.2.2"
+version = "6.3.0"
 description = "Python docstring style checker"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pydocstyle-6.2.2-py3-none-any.whl", hash = "sha256:021b33525927b43b4469c2715694c38082cb98146b52342df652b30806e3cb61"},
-    {file = "pydocstyle-6.2.2.tar.gz", hash = "sha256:5714e3a96f6ece848a1c35f581e89f3164867733609f0dd8a99f7e7c6b526bdd"},
+    {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
+    {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
 ]
 
 [package.dependencies]
@@ -3980,7 +4048,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -4030,14 +4098,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.2.0"
+version = "7.2.1"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.2.0-py3-none-any.whl", hash = "sha256:892f933d339f068883b6fd5a459f03d85bfcb355e4981e146d2c7616c21fef71"},
-    {file = "pytest-7.2.0.tar.gz", hash = "sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59"},
+    {file = "pytest-7.2.1-py3-none-any.whl", hash = "sha256:c7c6ca206e93355074ae32f7403e8ea12163b1163c976fee7d4d84027c162be5"},
+    {file = "pytest-7.2.1.tar.gz", hash = "sha256:d45e0952f3727241918b8fd0f376f5ff6b301cc0777c6f9a556935c92d8a7d42"},
 ]
 
 [package.dependencies]
@@ -4081,14 +4149,14 @@ files = [
 
 [[package]]
 name = "pytz"
-version = "2022.7"
+version = "2022.7.1"
 description = "World timezone definitions, modern and historical"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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-py = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "requests"
-version = "2.28.1"
+version = "2.28.2"
 description = "Python HTTP for Humans."
 category = "main"
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 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<1.27"
 
@@ -4467,20 +4537,20 @@ boto3 = ["aiobotocore[boto3] (>=2.4.0,<2.5.0)"]
 
 [[package]]
 name = "safety"
-version = "2.3.5"
+version = "2.3.4"
 description = "Checks installed dependencies for known vulnerabilities and licenses."
 category = "dev"
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 requests = "*"
 "ruamel.yaml" = ">=0.17.21"
 setuptools = ">=19.3"
@@ -4557,18 +4627,18 @@ win32 = ["pywin32"]
 
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@@ -4768,14 +4838,14 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 
 [[package]]
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-version = "1.0.2"
-description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books"
+version = "1.0.4"
+description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 category = "dev"
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+python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -4800,14 +4870,14 @@ test = ["pytest"]
 
 [[package]]
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-version = "2.0.0"
+version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -5040,14 +5110,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.8.0"
+version = "5.9.0"
 description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
+    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
 ]
 
 [package.extras]
@@ -5099,14 +5169,14 @@ dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas
 
 [[package]]
 name = "urllib3"
-version = "1.26.13"
+version = "1.26.14"
 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.*"
 files = [
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+    {file = "urllib3-1.26.14.tar.gz", hash = "sha256:076907bf8fd355cde77728471316625a4d2f7e713c125f51953bb5b3eecf4f72"},
 ]
 
 [package.extras]
@@ -5135,35 +5205,35 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.17.1"
+version = "20.19.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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+    {file = "virtualenv-20.19.0.tar.gz", hash = "sha256:37a640ba82ed40b226599c522d411e4be5edb339a0c0de030c0dc7b646d61590"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
-platformdirs = ">=2.4,<3"
+platformdirs = ">=2.4,<4"
 
 [package.extras]
-docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
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+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
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 [[package]]
 name = "wcwidth"
-version = "0.2.5"
+version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
 ]
 
 [[package]]
@@ -5192,14 +5262,14 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.4.2"
+version = "1.5.1"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "websocket-client-1.5.1.tar.gz", hash = "sha256:3f09e6d8230892547132177f575a4e3e73cfdf06526e20cc02aa1c3b47184d40"},
+    {file = "websocket_client-1.5.1-py3-none-any.whl", hash = "sha256:cdf5877568b7e83aa7cf2244ab56a3213de587bbe0ce9d8b9600fc77b455d89e"},
 ]
 
 [package.extras]
@@ -5295,14 +5365,14 @@ files = [
 
 [[package]]
 name = "xdoctest"
-version = "1.1.0"
+version = "1.1.1"
 description = "A rewrite of the builtin doctest module"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -5311,15 +5381,62 @@ Pygments = {version = "*", optional = true, markers = "python_version >= \"3.5.0
 six = "*"
 
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+    {file = "y_py-0.5.5-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e6ec7744ec1614fbcd5fdd9cfe2b1b7755c8fc9e2766782d0c3960b1f71fb4f"},
+    {file = "y_py-0.5.5-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:400691bdf3be9ee950d73806a18fa81128b8ed3c74fde6b12f9d26ef311df877"},
+    {file = "y_py-0.5.5-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:410bfd166c8fcd6384655471e02449abc6051f0510d75954c3fa7f0aa43cf8aa"},
+    {file = "y_py-0.5.5-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:743b69a1920fa38696961d04e2921621f5794945b95e43797110830732c9f092"},
+    {file = "y_py-0.5.5-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b0abfffed321b63850bbafb6223815db7336e86068f8ac841c2dbf5bf6326cd"},
+    {file = "y_py-0.5.5-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0a14b9293a94a75d4659001fb6d7dba9c5386c8b752968f32a573830645c4e14"},
+    {file = "y_py-0.5.5.tar.gz", hash = "sha256:f222bab71d8d3df9a40b2e5ab3a767d734c6ce11998e9a30a02fb83ab3e090b3"},
+]
 
 [[package]]
 name = "yarl"
@@ -5409,26 +5526,46 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "ypy-websocket"
+version = "0.8.2"
+description = "WebSocket connector for Ypy"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ypy_websocket-0.8.2-py3-none-any.whl", hash = "sha256:9049d5a7d61c26c2b5a39757c9ffcbe2274bf3553adeea8de7fe1c04671d4145"},
+    {file = "ypy_websocket-0.8.2.tar.gz", hash = "sha256:491b2cc4271df4dde9be83017c15f4532b597dc43148472eb20c5aeb838a5b46"},
+]
+
+[package.dependencies]
+aiofiles = ">=22.1.0,<23"
+aiosqlite = ">=0.17.0,<1"
+y-py = ">=0.5.3,<0.6.0"
+
+[package.extras]
+test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"]
+
 [[package]]
 name = "zarr"
-version = "2.13.3"
-description = "An implementation of chunked, compressed, N-dimensional arrays for Python."
+version = "2.13.6"
+description = "An implementation of chunked, compressed, N-dimensional arrays for Python"
 category = "main"
 optional = false
-python-versions = ">=3.8, <4"
+python-versions = ">=3.8"
 files = [
-    {file = "zarr-2.13.3-py3-none-any.whl", hash = "sha256:883305e8ded972e25992269b0355436f11d7057b2943d278bf33cdcd2debfe2d"},
-    {file = "zarr-2.13.3.tar.gz", hash = "sha256:db24b090616c638f65e33a6bc5d956d642221182961515ccbc28b17fb0d0b48c"},
+    {file = "zarr-2.13.6-py3-none-any.whl", hash = "sha256:ce5d88e5e0e07487d7872e381e69593edb18b750c216a961d838a818c54bb6ed"},
+    {file = "zarr-2.13.6.tar.gz", hash = "sha256:f079444d5126db7ba5895a682797d86d02813f49b35854ee2d89c7503dc3677e"},
 ]
 
 [package.dependencies]
 asciitree = "*"
 fasteners = "*"
 numcodecs = ">=0.10.0"
-numpy = ">=1.7"
+numpy = ">=1.20"
 
 [package.extras]
-jupyter = ["ipytree", "notebook"]
+jupyter = ["ipytree (>=0.2.2)", "ipywidgets (>=8.0.0)", "notebook"]
 
 [[package]]
 name = "zfpy"
@@ -5472,18 +5609,18 @@ heapdict = "*"
 
 [[package]]
 name = "zipp"
-version = "3.11.0"
+version = "3.12.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
-    {file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
+    {file = "zipp-3.12.1-py3-none-any.whl", hash = "sha256:6c4fe274b8f85ec73c37a8e4e3fa00df9fb9335da96fb789e3b96b318e5097b3"},
+    {file = "zipp-3.12.1.tar.gz", hash = "sha256:a3cac813d40993596b39ea9e93a18e8a2076d5c378b8bc88ec32ab264e04ad02"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [extras]
diff --git a/pyproject.toml b/pyproject.toml
index 472a62e3..17a99fe8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "multidimio"
-version = "0.2.6"
+version = "0.2.7"
 description = "Cloud-native, scalable, and user-friendly multi dimensional energy data!"
 authors = ["TGS <sys-opensource@tgs.com>"]
 maintainers = [