diff --git a/poetry.lock b/poetry.lock
index d1073c9f..132c2925 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -14,25 +14,25 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+    {file = "anyio-4.0.0-py3-none-any.whl", hash = "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f"},
+    {file = "anyio-4.0.0.tar.gz", hash = "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-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)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "appnope"
@@ -48,30 +48,31 @@ 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"
+optional = true
+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"
 version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
@@ -106,18 +107,23 @@ tests = ["pytest"]
 
 [[package]]
 name = "arrow"
-version = "1.2.3"
+version = "1.3.0"
 description = "Better dates & times for Python"
 category = "main"
-optional = false
-python-versions = ">=3.6"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "arrow-1.2.3-py3-none-any.whl", hash = "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"},
-    {file = "arrow-1.2.3.tar.gz", hash = "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1"},
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
 ]
 
 [package.dependencies]
 python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (>=1.0.0,<2.0.0)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (>=3.0.0,<4.0.0)"]
 
 [[package]]
 name = "asciitree"
@@ -225,22 +231,37 @@ test-all = ["coverage[toml]", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", "
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "2.4.0"
 description = "Annotate AST trees with source code positions"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
+    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
 ]
 
 [package.dependencies]
-six = "*"
+six = ">=1.12.0"
 
 [package.extras]
 test = ["astroid", "pytest"]
 
+[[package]]
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
+category = "main"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
+    {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -262,19 +283,22 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.13.0"
 description = "Internationalization utilities"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
+    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
 ]
 
 [package.dependencies]
 pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -287,12 +311,41 @@ files = [
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
 ]
 
+[[package]]
+name = "backports-zoneinfo"
+version = "0.2.1"
+description = "Backport of the standard library zoneinfo module"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc"},
+    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722"},
+    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546"},
+    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-win32.whl", hash = "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08"},
+    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-win_amd64.whl", hash = "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7"},
+    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac"},
+    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf"},
+    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570"},
+    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-win32.whl", hash = "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b"},
+    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-win_amd64.whl", hash = "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582"},
+    {file = "backports.zoneinfo-0.2.1-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987"},
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+    {file = "backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9"},
+    {file = "backports.zoneinfo-0.2.1-cp38-cp38-win32.whl", hash = "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328"},
+    {file = "backports.zoneinfo-0.2.1-cp38-cp38-win_amd64.whl", hash = "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6"},
+    {file = "backports.zoneinfo-0.2.1.tar.gz", hash = "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"},
+]
+
+[package.extras]
+tzdata = ["tzdata"]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6.0"
 files = [
     {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
@@ -311,7 +364,7 @@ name = "bleach"
 version = "6.0.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
@@ -386,76 +439,64 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.15.1"
+version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -463,99 +504,114 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.3.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
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-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
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 ]
 
 [package.dependencies]
@@ -622,131 +678,136 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
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 [package.dependencies]
@@ -829,16 +890,20 @@ dev = ["black (==22.3.0)", "hypothesis", "numpy", "pytest (>=5.30)", "pytest-xdi
 
 [[package]]
 name = "cycler"
-version = "0.11.0"
+version = "0.12.0"
 description = "Composable style cycles"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "dask"
 version = "2022.12.1"
@@ -871,30 +936,30 @@ test = ["pandas[test]", "pre-commit", "pytest", "pytest-rerunfailures", "pytest-
 
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 name = "debugpy"
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 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "main"
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 ]
 
 [[package]]
@@ -914,7 +979,7 @@ name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
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@@ -1005,14 +1070,14 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.2"
+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]
@@ -1035,18 +1100,18 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "1.2.0"
+version = "2.0.0"
 description = "Get the currently executing AST node of a frame, and other information"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
-tests = ["asttokens", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fabio"
@@ -1106,26 +1171,26 @@ numpy = "*"
 
 [[package]]
 name = "fasteners"
-version = "0.18"
+version = "0.19"
 description = "A python package that provides useful locks"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.0"
+version = "2.18.1"
 description = "Fastest Python implementation of JSON schema"
 category = "main"
-optional = false
+optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -1190,46 +1255,54 @@ files = [
 
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 name = "fonttools"
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+version = "4.43.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -1251,7 +1324,7 @@ name = "fqdn"
 version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
 files = [
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@@ -1260,14 +1333,14 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.6.0"
+version = "2023.9.2"
 description = "File-system specification"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1296,14 +1369,14 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "furo"
-version = "2023.7.26"
+version = "2023.9.10"
 description = "A clean customisable Sphinx documentation theme."
 category = "main"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1340,42 +1413,21 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
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+version = "3.1.37"
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 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
-[[package]]
-name = "h5grove"
-version = "1.3.0"
-description = "Core utilities to serve HDF5 file contents"
-category = "main"
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-python-versions = ">=3.6"
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-
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-numpy = "*"
-orjson = "*"
-tifffile = "*"
-
 [package.extras]
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-fastapi = ["fastapi", "uvicorn"]
-flask = ["Flask", "Flask-Compress", "Flask-Cors"]
-tornado = ["tornado"]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
 
 [[package]]
 name = "h5py"
@@ -1582,22 +1634,22 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.1"
+version = "6.1.0"
 description = "Read resources from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -1613,14 +1665,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.1"
+version = "6.25.2"
 description = "IPython Kernel for Jupyter"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
-    {file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
+    {file = "ipykernel-6.25.2-py3-none-any.whl", hash = "sha256:2e2ee359baba19f10251b99415bb39de1e97d04e1fab385646f24f0596510b77"},
+    {file = "ipykernel-6.25.2.tar.gz", hash = "sha256:f468ddd1f17acb48c8ce67fcfa49ba6d46d4f9ac0438c1f441be7c3d1372230b"},
 ]
 
 [package.dependencies]
@@ -1704,14 +1756,14 @@ test = ["ipython[test]", "pytest", "pytest-asyncio", "pytest-cov", "testpath"]
 
 [[package]]
 name = "ipython"
-version = "8.12.2"
+version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipython-8.12.2-py3-none-any.whl", hash = "sha256:ea8801f15dfe4ffb76dea1b09b847430ffd70d827b41735c64a0638a04103bfc"},
-    {file = "ipython-8.12.2.tar.gz", hash = "sha256:c7b80eb7f5a855a88efc971fda506ff7a91c280b42cdae26643e0f601ea281ea"},
+    {file = "ipython-8.12.3-py3-none-any.whl", hash = "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"},
+    {file = "ipython-8.12.3.tar.gz", hash = "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363"},
 ]
 
 [package.dependencies]
@@ -1756,33 +1808,32 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "7.8.0"
-description = "IPython HTML widgets for Jupyter"
+version = "8.1.1"
+description = "Jupyter interactive widgets"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "ipywidgets-7.8.0-py2.py3-none-any.whl", hash = "sha256:47e5d57c2f73f6464ea422978106a119ab2721d88e2d4982282ebb54eb59a88e"},
-    {file = "ipywidgets-7.8.0.tar.gz", hash = "sha256:6412eb61d1ccde049f731084266b3c946117b3e8c2769923fc20ea35633ef77c"},
+    {file = "ipywidgets-8.1.1-py3-none-any.whl", hash = "sha256:2b88d728656aea3bbfd05d32c747cfd0078f9d7e159cf982433b58ad717eed7f"},
+    {file = "ipywidgets-8.1.1.tar.gz", hash = "sha256:40211efb556adec6fa450ccc2a77d59ca44a060f4f9f136833df59c9f538e6e8"},
 ]
 
 [package.dependencies]
 comm = ">=0.1.3"
-ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
-ipython-genutils = ">=0.2.0,<0.3.0"
-jupyterlab-widgets = {version = ">=1.0.0,<3", markers = "python_version >= \"3.6\""}
+ipython = ">=6.1.0"
+jupyterlab-widgets = ">=3.0.9,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.5,<3.7.0"
+widgetsnbextension = ">=4.0.9,<4.1.0"
 
 [package.extras]
-test = ["ipykernel", "mock", "pytest (>=3.6.0)", "pytest-cov"]
+test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"},
@@ -1794,14 +1845,14 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jedi"
-version = "0.19.0"
+version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
-    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
 ]
 
 [package.dependencies]
@@ -1810,7 +1861,7 @@ 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 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -1847,7 +1898,7 @@ name = "json5"
 version = "0.9.14"
 description = "A Python implementation of the JSON5 data format."
 category = "main"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "json5-0.9.14-py2.py3-none-any.whl", hash = "sha256:740c7f1b9e584a468dbb2939d8d458db3427f2c93ae2139d05f47e453eae964f"},
@@ -1862,7 +1913,7 @@ name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
     {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
@@ -1871,14 +1922,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.19.0"
+version = "4.19.1"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
-    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
+    {file = "jsonschema-4.19.1-py3-none-any.whl", hash = "sha256:cd5f1f9ed9444e554b38ba003af06c0a8c2868131e56bfbef0550fb450c0330e"},
+    {file = "jsonschema-4.19.1.tar.gz", hash = "sha256:ec84cc37cfa703ef7cd4928db24f9cb31428a5d0fa77747b8b51a847458e0bbf"},
 ]
 
 [package.dependencies]
@@ -1906,7 +1957,7 @@ name = "jsonschema-specifications"
 version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
@@ -1940,14 +1991,14 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.3.0"
+version = "8.3.1"
 description = "Jupyter protocol implementation and client libraries"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.3.0-py3-none-any.whl", hash = "sha256:7441af0c0672edc5d28035e92ba5e32fadcfa8a4e608a434c228836a89df6158"},
-    {file = "jupyter_client-8.3.0.tar.gz", hash = "sha256:3af69921fe99617be1670399a0b857ad67275eefcfa291e2c81a160b7b650f5f"},
+    {file = "jupyter_client-8.3.1-py3-none-any.whl", hash = "sha256:5eb9f55eb0650e81de6b7e34308d8b92d04fe4ec41cd8193a913979e33d8e1a5"},
+    {file = "jupyter_client-8.3.1.tar.gz", hash = "sha256:60294b2d5b869356c893f57b1a877ea6510d60d45cf4b38057f1672d85699ac9"},
 ]
 
 [package.dependencies]
@@ -1989,14 +2040,14 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.1"
+version = "5.3.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.3.1-py3-none-any.whl", hash = "sha256:ae9036db959a71ec1cac33081eeb040a79e681f08ab68b0883e9a676c7a90dce"},
-    {file = "jupyter_core-5.3.1.tar.gz", hash = "sha256:5ba5c7938a7f97a6b0481463f7ff0dbac7c15ba48cf46fa4035ca6e838aa1aba"},
+    {file = "jupyter_core-5.3.2-py3-none-any.whl", hash = "sha256:a4af53c3fa3f6330cebb0d9f658e148725d15652811d1c32dc0f63bb96f2e6d6"},
+    {file = "jupyter_core-5.3.2.tar.gz", hash = "sha256:0c28db6cbe2c37b5b398e1a1a5b22f84fd64cd10afc1f6c05b02fb09481ba45f"},
 ]
 
 [package.dependencies]
@@ -2013,7 +2064,7 @@ name = "jupyter-events"
 version = "0.7.0"
 description = "Jupyter Event System library"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_events-0.7.0-py3-none-any.whl", hash = "sha256:4753da434c13a37c3f3c89b500afa0c0a6241633441421f6adafe2fb2e2b924e"},
@@ -2034,16 +2085,32 @@ cli = ["click", "rich"]
 docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
 test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
 
+[[package]]
+name = "jupyter-lsp"
+version = "2.2.0"
+description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
+category = "main"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter-lsp-2.2.0.tar.gz", hash = "sha256:8ebbcb533adb41e5d635eb8fe82956b0aafbf0fd443b6c4bfa906edeeb8635a1"},
+    {file = "jupyter_lsp-2.2.0-py3-none-any.whl", hash = "sha256:9e06b8b4f7dd50300b70dd1a78c0c3b0c3d8fa68e0f2d8a5d1fbab62072aca3f"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-server = ">=1.1.2"
+
 [[package]]
 name = "jupyter-server"
-version = "2.7.0"
+version = "2.7.3"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.7.0-py3-none-any.whl", hash = "sha256:6a77912aff643e53fa14bdb2634884b52b784a4be77ce8e93f7283faed0f0849"},
-    {file = "jupyter_server-2.7.0.tar.gz", hash = "sha256:36da0a266d31a41ac335a366c88933c17dfa5bb817a48f5c02c16d303bc9477f"},
+    {file = "jupyter_server-2.7.3-py3-none-any.whl", hash = "sha256:8e4b90380b59d7a1e31086c4692231f2a2ea4cb269f5516e60aba72ce8317fc9"},
+    {file = "jupyter_server-2.7.3.tar.gz", hash = "sha256:d4916c8581c4ebbc534cebdaa8eca2478d9f3bfdd88eae29fcab0120eac57649"},
 ]
 
 [package.dependencies]
@@ -2061,7 +2128,7 @@ packaging = "*"
 prometheus-client = "*"
 pywinpty = {version = "*", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
-send2trash = "*"
+send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
@@ -2076,7 +2143,7 @@ name = "jupyter-server-terminals"
 version = "0.4.4"
 description = "A Jupyter Server Extension Providing Terminals."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_server_terminals-0.4.4-py3-none-any.whl", hash = "sha256:75779164661cec02a8758a5311e18bb8eb70c4e86c6b699403100f1585a12a36"},
@@ -2093,57 +2160,44 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 
 [[package]]
 name = "jupyterlab"
-version = "3.5.3"
+version = "4.0.6"
 description = "JupyterLab computational environment"
 category = "main"
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-3.5.3-py3-none-any.whl", hash = "sha256:8e1a4414b681dafd3f19bd45cb0c79cb713bc78ef4e8440b95d86881c23a9fe5"},
-    {file = "jupyterlab-3.5.3.tar.gz", hash = "sha256:51e889448ae194eeef8e50f63f5c4f487f728f477befe436e9749672f7511dbe"},
+    {file = "jupyterlab-4.0.6-py3-none-any.whl", hash = "sha256:7d9dacad1e3f30fe4d6d4efc97fda25fbb5012012b8f27cc03a2283abcdee708"},
+    {file = "jupyterlab-4.0.6.tar.gz", hash = "sha256:6c43ae5a6a1fd2fdfafcb3454004958bde6da76331abb44cffc6f9e436b19ba1"},
 ]
 
 [package.dependencies]
-ipython = "*"
-jinja2 = ">=2.1"
+async-lru = ">=1.0.0"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""}
+ipykernel = "*"
+jinja2 = ">=3.0.3"
 jupyter-core = "*"
-jupyter-server = ">=1.16.0,<3"
-jupyterlab-server = ">=2.10,<3.0"
-nbclassic = "*"
-notebook = "<7"
+jupyter-lsp = ">=2.0.0"
+jupyter-server = ">=2.4.0,<3"
+jupyterlab-server = ">=2.19.0,<3"
+notebook-shim = ">=0.2"
 packaging = "*"
-tomli = "*"
-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"]
-
-[[package]]
-name = "jupyterlab-h5web"
-version = "10.0.0"
-description = "A JupyterLab extension to explore and visualize HDF5 file contents."
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "jupyterlab_h5web-10.0.0-py3-none-any.whl", hash = "sha256:8345d0e9e9e98e204c71c5d78a8a3ad63b48ca2a8439c7b8da55ebdd6f05f84c"},
-    {file = "jupyterlab_h5web-10.0.0.tar.gz", hash = "sha256:3c378ce94a35249c9b0b6db93169ff33df7fdd8705c1b4b1c9297cefec5af2bd"},
-]
-
-[package.dependencies]
-h5grove = "1.3.0"
-h5py = ">=3.5"
-jupyter-server = ">=1.6,<3"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
+tornado = ">=6.2.0"
+traitlets = "*"
 
 [package.extras]
-full = ["hdf5plugin"]
+dev = ["black[jupyter] (==23.7.0)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.286)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8,<7.2.0)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
+test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
 version = "0.2.2"
 description = "Pygments theme using JupyterLab CSS variables"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
@@ -2152,14 +2206,14 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.24.0"
+version = "2.25.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 category = "main"
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.24.0-py3-none-any.whl", hash = "sha256:5f077e142bb8dc9b843d960f940c513581bceca3793a0d80f9c67d9522c4e876"},
-    {file = "jupyterlab_server-2.24.0.tar.gz", hash = "sha256:4e6f99e0a5579bbbc32e449c4dbb039561d4f1a7827d5733273ed56738f21f07"},
+    {file = "jupyterlab_server-2.25.0-py3-none-any.whl", hash = "sha256:c9f67a98b295c5dee87f41551b0558374e45d449f3edca153dd722140630dcb2"},
+    {file = "jupyterlab_server-2.25.0.tar.gz", hash = "sha256:77c2f1f282d610f95e496e20d5bf1d2a7706826dfb7b18f3378ae2870d272fb7"},
 ]
 
 [package.dependencies]
@@ -2167,26 +2221,26 @@ babel = ">=2.10"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0.3"
 json5 = ">=0.9.0"
-jsonschema = ">=4.17.3"
+jsonschema = ">=4.18.0"
 jupyter-server = ">=1.21,<3"
 packaging = ">=21.3"
-requests = ">=2.28"
+requests = ">=2.31"
 
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
-openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
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+    {file = "matplotlib-3.7.3.tar.gz", hash = "sha256:f09b3dd6bdeb588de91f853bbb2d6f0ff8ab693485b0c49035eaa510cb4f142e"},
 ]
 
 [package.dependencies]
@@ -2564,11 +2650,12 @@ cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.0.1"
-numpy = ">=1.20"
+numpy = ">=1.20,<2"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.3.1,<3.1"
+pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
@@ -2614,14 +2701,14 @@ files = [
 
 [[package]]
 name = "mistune"
-version = "3.0.1"
+version = "3.0.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
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+    {file = "mistune-3.0.2-py3-none-any.whl", hash = "sha256:71481854c30fdbc938963d3605b72501f5c10a9320ecd412c121c163a1c7d205"},
+    {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"},
 ]
 
 [[package]]
@@ -2658,48 +2745,12 @@ files = [
 fast = ["fastnumbers (>=2.0.0)"]
 icu = ["PyICU (>=1.0.0)"]
 
-[[package]]
-name = "nbclassic"
-version = "1.0.0"
-description = "Jupyter Notebook as a Jupyter Server extension."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.2.3"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-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-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
-
 [[package]]
 name = "nbclient"
 version = "0.8.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8.0"
 files = [
     {file = "nbclient-0.8.0-py3-none-any.whl", hash = "sha256:25e861299e5303a0477568557c4045eccc7a34c17fc08e7959558707b9ebe548"},
@@ -2719,14 +2770,14 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.7.3"
+version = "7.9.2"
 description = "Converting Jupyter Notebooks"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.7.3-py3-none-any.whl", hash = "sha256:3022adadff3f86578a47fab7c2228bb3ca9c56a24345642a22f917f6168b48fc"},
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+    {file = "nbconvert-7.9.2-py3-none-any.whl", hash = "sha256:39fe4b8bdd1b0104fdd86fc8a43a9077ba64c720bda4c6132690d917a0a154ee"},
+    {file = "nbconvert-7.9.2.tar.gz", hash = "sha256:e56cc7588acc4f93e2bb5a34ec69028e4941797b2bfaf6462f18a41d1cc258c9"},
 ]
 
 [package.dependencies]
@@ -2753,7 +2804,7 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest", "pytest-dependency"]
 webpdf = ["playwright"]
 
 [[package]]
@@ -2761,7 +2812,7 @@ name = "nbformat"
 version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "nbformat-5.9.2-py3-none-any.whl", hash = "sha256:1c5172d786a41b82bcfd0c23f9e6b6f072e8fb49c39250219e4acfff1efe89e9"},
@@ -2780,14 +2831,14 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.7"
+version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
 category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "nest_asyncio-1.5.7-py3-none-any.whl", hash = "sha256:5301c82941b550b3123a1ea772ba9a1c80bad3a182be8c1a5ae6ad3be57a9657"},
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+    {file = "nest_asyncio-1.5.8-py3-none-any.whl", hash = "sha256:accda7a339a70599cb08f9dd09a67e0c2ef8d8d6f4c07f96ab203f2ae254e48d"},
+    {file = "nest_asyncio-1.5.8.tar.gz", hash = "sha256:25aa2ca0d2a5b5531956b9e273b45cf664cae2b145101d73b86b199978d48fdb"},
 ]
 
 [[package]]
@@ -2810,46 +2861,124 @@ extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.1
 test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
-name = "notebook"
-version = "6.5.4"
-description = "A web-based notebook environment for interactive computing"
+name = "niondata"
+version = "0.15.3"
+description = "A data processing library for Nion Swift."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = "~=3.8"
 files = [
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+    {file = "niondata-0.15.3-py3-none-any.whl", hash = "sha256:b4eb68fd515544148fb95c54b6deb3f6026c1271f55015db56f90f852e7c614f"},
+    {file = "niondata-0.15.3.tar.gz", hash = "sha256:8016e17c7efe6542f1d7f90fac5e1259ccf352e4b9ec9992a33cf9bb31fe513a"},
 ]
 
 [package.dependencies]
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-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbclassic = ">=0.4.7"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+nionutils = ">=0.4.5,<0.5.0"
+numpy = ">=1.21,<2.0"
+scipy = "*"
+
+[[package]]
+name = "nionswift"
+version = "0.16.8"
+description = "Nion Swift: Scientific Image Processing."
+category = "main"
+optional = false
+python-versions = "<3.12,>=3.8"
+files = [
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+
+[package.dependencies]
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+imageio = ">=2.19.0"
+niondata = ">=0.15.3,<0.16.0"
+nionswift-io = ">=0.15.0"
+nionui = ">=0.6.6,<0.7.0"
+nionutils = ">=0.4.5,<0.5.0"
+numpy = ">=1.21,<2.0"
+pillow = "*"
+pytz = "*"
+scipy = "*"
+tzlocal = "*"
+
+[[package]]
+name = "nionswift-io"
+version = "0.15.1"
+description = "NionSwift IO handlers."
+category = "main"
+optional = false
+python-versions = "~=3.8"
+files = [
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+    {file = "nionswift_io-0.15.1-py3-none-any.whl", hash = "sha256:e6d4eebb51e11d501fe78313d07747bfe77b677ef00931c8f203c559b178230f"},
+]
+
+[package.dependencies]
+imageio = "*"
+niondata = ">=0.14.0,<0.16.0"
+nionutils = ">=0.4.0,<0.5.0"
+numpy = ">=1.21,<2.0"
+
+[[package]]
+name = "nionui"
+version = "0.6.10"
+description = "Nion UI framework."
+category = "main"
+optional = false
+python-versions = "~=3.8"
+files = [
+    {file = "nionui-0.6.10-py3-none-any.whl", hash = "sha256:497defc0687ffb4eaa4e48ba7fc7606fe6573b94a0b3c4b0ab0d4fcf35ab2aea"},
+    {file = "nionui-0.6.10.tar.gz", hash = "sha256:7aba19cbd17a7761194770053a71c45c7701585865336dc7cbc97c146d314461"},
+]
+
+[package.dependencies]
+imageio = ">=2.19.0"
+nionutils = ">=0.4.5,<0.5.0"
+numpy = ">=1.21,<2.0"
+
+[[package]]
+name = "nionutils"
+version = "0.4.6"
+description = "Nion utility classes."
+category = "main"
+optional = false
+python-versions = "~=3.8"
+files = [
+    {file = "nionutils-0.4.6-py3-none-any.whl", hash = "sha256:9a3ac99a45b17cd2f7a39fd68ea3de833133c05791ec7c0558726419bfd94abf"},
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+]
+
+[[package]]
+name = "notebook"
+version = "7.0.4"
+description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
+category = "main"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "notebook-7.0.4-py3-none-any.whl", hash = "sha256:ee738414ac01773c1ad6834cf76cc6f1ce140ac8197fd13b3e2d44d89e257f72"},
+    {file = "notebook-7.0.4.tar.gz", hash = "sha256:0c1b458f72ce8774445c8ef9ed2492bd0b9ce9605ac996e2b066114f69795e71"},
+]
+
+[package.dependencies]
+jupyter-server = ">=2.4.0,<3"
+jupyterlab = ">=4.0.2,<5"
+jupyterlab-server = ">=2.22.1,<3"
+notebook-shim = ">=0.2,<0.3"
+tornado = ">=6.2.0"
 
 [package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
+dev = ["hatch", "pre-commit"]
+docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
 version = "0.2.3"
 description = "A shim layer for notebook traits and config"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "notebook_shim-0.2.3-py3-none-any.whl", hash = "sha256:a83496a43341c1674b093bfcebf0fe8e74cbe7eda5fd2bbc56f8e39e1486c0c7"},
@@ -2940,42 +3069,42 @@ zfpy = ["zfpy (>=1.0.0)"]
 
 [[package]]
 name = "numexpr"
-version = "2.8.5"
+version = "2.8.6"
 description = "Fast numerical expression evaluator for NumPy"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 description = "A decorator to automatically detect mismatch when overriding a method."
 category = "main"
-optional = false
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 python-versions = ">=3.6"
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 name = "packaging"
-version = "23.1"
+version = "23.2"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
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 description = "Utilities for writing pandoc filters in python"
 category = "main"
-optional = false
+optional = true
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 category = "main"
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 [package.dependencies]
@@ -3827,14 +3888,14 @@ plugins = ["importlib-metadata"]
 
 [[package]]
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+version = "0.0.5"
 description = "Extend NeXus for materials science experiment and serve as a NOMAD parser implementation for NeXus."
 category = "main"
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 python-versions = "<3.11,>=3.8"
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 hyperspy = ">=1.7.4"
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 kikuchipy = ">=0.8.2"
 lark = ">=1.1.5"
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 numpy = ">=1.21.2"
 pandas = ">=1.3.2"
 pytz = ">=2021.1"
@@ -3857,6 +3917,7 @@ PyYAML = ">=6.0"
 requests = "*"
 requests-cache = "*"
 scipy = ">=1.7.1"
+tzlocal = "<=4.3"
 xarray = ">=0.20.2"
 zipfile37 = "0.1.3"
 
@@ -3865,14 +3926,14 @@ dev = ["mypy", "pip-tools", "pycodestyle", "pylint", "pytest", "pytest-cov", "py
 
 [[package]]
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 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
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 python-versions = ">=3.6.8"
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 [package.extras]
@@ -3880,14 +3941,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
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+version = "7.4.2"
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 [package.dependencies]
@@ -3994,7 +4055,7 @@ name = "python-json-logger"
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 description = "A python library adding a json log formatter"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6"
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+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
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+tzdata = {version = "*", markers = "python_version >= \"3.6\""}
+
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@@ -4293,14 +4360,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.3"
+version = "5.4.4"
 description = "Jupyter Qt console"
 category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -4311,7 +4378,7 @@ jupyter-core = "*"
 packaging = "*"
 pygments = "*"
 pyzmq = ">=17.1"
-qtpy = ">=2.0.1"
+qtpy = ">=2.4.0"
 traitlets = "<5.2.1 || >5.2.1,<5.2.2 || >5.2.2"
 
 [package.extras]
@@ -4320,14 +4387,14 @@ test = ["flaky", "pytest", "pytest-qt"]
 
 [[package]]
 name = "qtpy"
-version = "2.3.1"
+version = "2.4.0"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 category = "main"
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -4338,14 +4405,14 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "radioactivedecay"
-version = "0.4.20"
+version = "0.4.21"
 description = "A Python package for radioactive decay modelling that supports 1252 radionuclides, decay chains, branching, and metastable states."
 category = "main"
 optional = false
 python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
@@ -4379,7 +4446,7 @@ name = "referencing"
 version = "0.30.2"
 description = "JSON Referencing + Python"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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@@ -4448,7 +4515,7 @@ name = "rfc3339-validator"
 version = "0.1.4"
 description = "A pure python RFC3339 validator"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
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@@ -4463,7 +4530,7 @@ name = "rfc3986-validator"
 version = "0.1.1"
 description = "Pure python rfc3986 validator"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
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@@ -4472,14 +4539,14 @@ files = [
 
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 name = "rich"
-version = "13.5.2"
+version = "13.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
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 ]
 
 [package.dependencies]
@@ -4492,109 +4559,111 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.9.2"
+version = "0.10.4"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.8"
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+    {file = "scikit_learn-1.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:1ec668ce003a5b3d12d020d2cde0abd64b262ac5f098b5c84cf9657deb9996a8"},
+    {file = "scikit_learn-1.3.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ccbbedae99325628c1d1cbe3916b7ef58a1ce949672d8d39c8b190e10219fd32"},
+    {file = "scikit_learn-1.3.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:845f81c7ceb4ea6bac64ab1c9f2ce8bef0a84d0f21f3bece2126adcc213dfecd"},
+    {file = "scikit_learn-1.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8454d57a22d856f1fbf3091bd86f9ebd4bff89088819886dc0c72f47a6c30652"},
+    {file = "scikit_learn-1.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d993fb70a1d78c9798b8f2f28705bfbfcd546b661f9e2e67aa85f81052b9c53"},
+    {file = "scikit_learn-1.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:66f7bb1fec37d65f4ef85953e1df5d3c98a0f0141d394dcdaead5a6de9170347"},
 ]
 
 [package.dependencies]
 joblib = ">=1.1.1"
-numpy = ">=1.17.3"
+numpy = ">=1.17.3,<2.0"
 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -4735,7 +4804,7 @@ name = "send2trash"
 version = "1.8.2"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 category = "main"
-optional = false
+optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
     {file = "Send2Trash-1.8.2-py3-none-any.whl", hash = "sha256:a384719d99c07ce1eefd6905d2decb6f8b7ed054025bb0e618919f945de4f679"},
@@ -4749,20 +4818,43 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "68.0.0"
+version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.0.0-py3-none-any.whl", hash = "sha256:11e52c67415a381d10d6b462ced9cfb97066179f0e871399e006c4ab101fc85f"},
-    {file = "setuptools-68.0.0.tar.gz", hash = "sha256:baf1fdb41c6da4cd2eae722e135500da913332ab3f2f5c7d33af9b492acb5235"},
+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "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] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "setuptools-scm"
+version = "8.0.4"
+description = "the blessed package to manage your versions by scm tags"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-scm-8.0.4.tar.gz", hash = "sha256:b5f43ff6800669595193fd09891564ee9d1d7dcb196cab4b2506d53a2e1c95c7"},
+    {file = "setuptools_scm-8.0.4-py3-none-any.whl", hash = "sha256:b47844cd2a84b83b3187a5782c71128c28b4c94cad8bfb871da2784a5cb54c4f"},
+]
+
+[package.dependencies]
+packaging = ">=20"
+setuptools = "*"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
+typing-extensions = "*"
+
+[package.extras]
+docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
+rich = ["rich"]
+test = ["build", "pytest", "rich", "wheel"]
 
 [[package]]
 name = "silx"
@@ -4825,14 +4917,14 @@ files = [
 
 [[package]]
 name = "smmap"
-version = "5.0.0"
+version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "smmap-5.0.0-py3-none-any.whl", hash = "sha256:2aba19d6a040e78d8b09de5c57e96207b09ed71d8e55ce0959eeee6c8e190d94"},
-    {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
+    {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"},
+    {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
 ]
 
 [[package]]
@@ -4840,7 +4932,7 @@ name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
@@ -4861,14 +4953,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "main"
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.4.1-py3-none-any.whl", hash = "sha256:1c1bfee6819544a3447586c889157365a27e10d88cde3ad3da0cf0ddf646feb8"},
-    {file = "soupsieve-2.4.1.tar.gz", hash = "sha256:89d12b2d5dfcd2c9e8c22326da9d9aa9cb3dfab0a83a024f05704076ee8d35ea"},
+    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
 ]
 
 [[package]]
@@ -5121,14 +5213,14 @@ test = ["Sphinx", "pytest", "sqlalchemy", "whoosh"]
 
 [[package]]
 name = "stack-data"
-version = "0.6.2"
+version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "stack_data-0.6.2-py3-none-any.whl", hash = "sha256:cbb2a53eb64e5785878201a97ed7c7b94883f48b87bfb0bbe8b623c74679e4a8"},
-    {file = "stack_data-0.6.2.tar.gz", hash = "sha256:32d2dd0376772d01b6cb9fc996f3c8b57a357089dec328ed4b6553d037eaf815"},
+    {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
+    {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
 ]
 
 [package.dependencies]
@@ -5183,7 +5275,7 @@ name = "terminado"
 version = "0.17.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "terminado-0.17.1-py3-none-any.whl", hash = "sha256:8650d44334eba354dd591129ca3124a6ba42c3d5b70df5051b6921d506fdaeae"},
@@ -5234,7 +5326,7 @@ name = "tinycss2"
 version = "1.2.1"
 description = "A tiny CSS parser"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
@@ -5286,23 +5378,23 @@ files = [
 
 [[package]]
 name = "tornado"
-version = "6.3.2"
+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 = ">= 3.8"
 files = [
-    {file = "tornado-6.3.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:c367ab6c0393d71171123ca5515c61ff62fe09024fa6bf299cd1339dc9456829"},
-    {file = "tornado-6.3.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:b46a6ab20f5c7c1cb949c72c1994a4585d2eaa0be4853f50a03b5031e964fc7c"},
-    {file = "tornado-6.3.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c2de14066c4a38b4ecbbcd55c5cc4b5340eb04f1c5e81da7451ef555859c833f"},
-    {file = "tornado-6.3.2-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:05615096845cf50a895026f749195bf0b10b8909f9be672f50b0fe69cba368e4"},
-    {file = "tornado-6.3.2-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5b17b1cf5f8354efa3d37c6e28fdfd9c1c1e5122f2cb56dac121ac61baa47cbe"},
-    {file = "tornado-6.3.2-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:29e71c847a35f6e10ca3b5c2990a52ce38b233019d8e858b755ea6ce4dcdd19d"},
-    {file = "tornado-6.3.2-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:834ae7540ad3a83199a8da8f9f2d383e3c3d5130a328889e4cc991acc81e87a0"},
-    {file = "tornado-6.3.2-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:6a0848f1aea0d196a7c4f6772197cbe2abc4266f836b0aac76947872cd29b411"},
-    {file = "tornado-6.3.2-cp38-abi3-win32.whl", hash = "sha256:7efcbcc30b7c654eb6a8c9c9da787a851c18f8ccd4a5a3a95b05c7accfa068d2"},
-    {file = "tornado-6.3.2-cp38-abi3-win_amd64.whl", hash = "sha256:0c325e66c8123c606eea33084976c832aa4e766b7dff8aedd7587ea44a604cdf"},
-    {file = "tornado-6.3.2.tar.gz", hash = "sha256:4b927c4f19b71e627b13f3db2324e4ae660527143f9e1f2e2fb404f3a187e2ba"},
+    {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:502fba735c84450974fec147340016ad928d29f1e91f49be168c0a4c18181e1d"},
+    {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:805d507b1f588320c26f7f097108eb4023bbaa984d63176d1652e184ba24270a"},
+    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bd19ca6c16882e4d37368e0152f99c099bad93e0950ce55e71daed74045908f"},
+    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ac51f42808cca9b3613f51ffe2a965c8525cb1b00b7b2d56828b8045354f76a"},
+    {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]]
@@ -5328,19 +5420,19 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.9.0"
+version = "5.11.2"
 description = "Traitlets Python configuration system"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
-    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
+    {file = "traitlets-5.11.2-py3-none-any.whl", hash = "sha256:98277f247f18b2c5cabaf4af369187754f4fb0e85911d473f72329db8a7f4fae"},
+    {file = "traitlets-5.11.2.tar.gz", hash = "sha256:7564b5bf8d38c40fa45498072bf4dc5e8346eb087bbf1e2ae2d8774f6a0f078e"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.5.1)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "traits"
@@ -5418,18 +5510,62 @@ files = [
     {file = "transforms3d-0.4.1.tar.gz", hash = "sha256:31c755266a0b0a222488b8d039f6f325cf486c52728c03e307ce047b2fad1179"},
 ]
 
+[[package]]
+name = "types-python-dateutil"
+version = "2.8.19.14"
+description = "Typing stubs for python-dateutil"
+category = "main"
+optional = true
+python-versions = "*"
+files = [
+    {file = "types-python-dateutil-2.8.19.14.tar.gz", hash = "sha256:1f4f10ac98bb8b16ade9dbee3518d9ace017821d94b057a425b069f834737f4b"},
+    {file = "types_python_dateutil-2.8.19.14-py3-none-any.whl", hash = "sha256:f977b8de27787639986b4e28963263fd0e5158942b3ecef91b9335c130cb1ce9"},
+]
+
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+]
+
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
+[[package]]
+name = "tzlocal"
+version = "4.3"
+description = "tzinfo object for the local timezone"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "tzlocal-4.3-py3-none-any.whl", hash = "sha256:b44c4388f3d34f25862cfbb387578a4d70fec417649da694a132f628a23367e2"},
+    {file = "tzlocal-4.3.tar.gz", hash = "sha256:3f21d09e1b2aa9f2dacca12da240ca37de3ba5237a93addfd6d593afe9073355"},
 ]
 
+[package.dependencies]
+"backports.zoneinfo" = {version = "*", markers = "python_version < \"3.9\""}
+pytz-deprecation-shim = "*"
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
+
 [[package]]
 name = "uncertainties"
 version = "3.1.7"
@@ -5456,7 +5592,7 @@ name = "uri-template"
 version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
@@ -5483,14 +5619,14 @@ six = "*"
 
 [[package]]
 name = "urllib3"
-version = "2.0.4"
+version = "2.0.6"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
-    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
+    {file = "urllib3-2.0.6-py3-none-any.whl", hash = "sha256:7a7c7003b000adf9e7ca2a377c9688bbc54ed41b985789ed576570342a375cd2"},
+    {file = "urllib3-2.0.6.tar.gz", hash = "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"},
 ]
 
 [package.extras]
@@ -5501,14 +5637,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "wcwidth"
-version = "0.2.6"
+version = "0.2.8"
 description = "Measures the displayed width of unicode strings in a terminal"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
-    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+    {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"},
+    {file = "wcwidth-0.2.8.tar.gz", hash = "sha256:8705c569999ffbb4f6a87c6d1b80f324bd6db952f5eb0b95bc07517f4c1813d4"},
 ]
 
 [[package]]
@@ -5516,7 +5652,7 @@ name = "webcolors"
 version = "1.13"
 description = "A library for working with the color formats defined by HTML and CSS."
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
@@ -5532,7 +5668,7 @@ name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 category = "main"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
@@ -5541,36 +5677,33 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.6.3"
 description = "WebSocket client for Python with low level API options"
 category = "main"
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
-    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+    {file = "websocket-client-1.6.3.tar.gz", hash = "sha256:3aad25d31284266bcfcfd1fd8a743f63282305a364b8d0948a43bd606acc652f"},
+    {file = "websocket_client-1.6.3-py3-none-any.whl", hash = "sha256:6cfc30d051ebabb73a5fa246efdcc14c8fbebbd0330f8984ac3bb6d9edd2ad03"},
 ]
 
 [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 = "widgetsnbextension"
-version = "3.6.5"
-description = "IPython HTML widgets for Jupyter"
+version = "4.0.9"
+description = "Jupyter interactive widgets for Jupyter Notebook"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "widgetsnbextension-3.6.5-py2.py3-none-any.whl", hash = "sha256:a5ae5e8ac0a85b9c527bee8ecb60b3e4b9ce499ed2900c9335b4d94e59f2e086"},
-    {file = "widgetsnbextension-3.6.5.tar.gz", hash = "sha256:601352aa4df7b15717fc57ab59fd9f2795003e53c477dca0d53171c4ee933b35"},
+    {file = "widgetsnbextension-4.0.9-py3-none-any.whl", hash = "sha256:91452ca8445beb805792f206e560c1769284267a30ceb1cec9f5bcc887d15175"},
+    {file = "widgetsnbextension-4.0.9.tar.gz", hash = "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385"},
 ]
 
-[package.dependencies]
-notebook = ">=4.4.1"
-
 [[package]]
 name = "xarray"
 version = "0.20.2"
@@ -5597,23 +5730,24 @@ viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
 [[package]]
 name = "zarr"
-version = "2.16.0"
+version = "2.16.1"
 description = "An implementation of chunked, compressed, N-dimensional arrays for Python"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zarr-2.16.0-py3-none-any.whl", hash = "sha256:6cf9e6e4c58b9233262e024394e68921a438a6af5a7428bd6bdb1e4e8d05b69a"},
-    {file = "zarr-2.16.0.tar.gz", hash = "sha256:84e36b695bda0ecea52af9861271984cb22a5c864679907b7b9ba3f79b684f7e"},
+    {file = "zarr-2.16.1-py3-none-any.whl", hash = "sha256:de4882433ccb5b42cc1ec9872b95e64ca3a13581424666b28ed265ad76c7056f"},
+    {file = "zarr-2.16.1.tar.gz", hash = "sha256:4276cf4b4a653431042cd53ff2282bc4d292a6842411e88529964504fb073286"},
 ]
 
 [package.dependencies]
 asciitree = "*"
 fasteners = "*"
 numcodecs = ">=0.10.0"
-numpy = ">=1.20"
+numpy = ">=1.20,<1.21.0 || >1.21.0"
 
 [package.extras]
+docs = ["numcodecs[msgpack]", "numpydoc", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx-issues", "sphinx-rtd-theme"]
 jupyter = ["ipytree (>=0.2.2)", "ipywidgets (>=8.0.0)", "notebook"]
 
 [[package]]
@@ -5629,25 +5763,25 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
-docs = ["sphinx", "sphinx-rtd-theme", "tomlkit", "sphinx-autodoc-typehints"]
-notebook = ["jupyter", "ipykernel"]
+docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "tomlkit"]
+notebook = ["ipykernel", "jupyter"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.11"
-content-hash = "9477cb466f2fd33e340ce705e8106180d638586696ce74be39ac2a4232ff6c70"
+content-hash = "d0ffb3199374ca1e88d3f03cc425b5a0cfcc60abac23b1dcd4fdd4f66267492a"
diff --git a/pyproject.toml b/pyproject.toml
index e362ea2a..45b9b400 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,8 +11,8 @@ dask = ">=2021.12.0, <2023.0.0"
 fastdtw = "^0.3.4"
 fastparquet = "^0.8.0"
 h5py = "^3.6.0"
-ipympl = "^0.9.1"
-ipywidgets = "^7.7.1"
+ipympl = ">=0.9.1"
+ipywidgets = ">=7.7.1"
 lmfit = "^1.0.3"
 matplotlib = "^3.5.1"
 natsort = "^8.1.0"
@@ -21,7 +21,7 @@ numpy = ">=1.18,<1.22"
 opencv-python = "<=4.8.0.74"
 pandas = "^1.4.1"
 psutil = "^5.9.0"
-pynxtools = "^0.0.2"
+pynxtools = ">=0.0.2"
 pyyaml = "^6.0.0"
 scipy = "^1.8.0"
 symmetrize = "^0.5.5"
diff --git a/sed/calibrator/momentum.py b/sed/calibrator/momentum.py
index 9ee81eb6..7fb585de 100644
--- a/sed/calibrator/momentum.py
+++ b/sed/calibrator/momentum.py
@@ -99,6 +99,8 @@ def __init__(
         self.vvdist: float = np.nan
         self.rdeform_field: np.ndarray = None
         self.cdeform_field: np.ndarray = None
+        self.rdeform_field_bkp: np.ndarray = None
+        self.cdeform_field_bkp: np.ndarray = None
         self.inverse_dfield: np.ndarray = None
         self.dfield_updated: bool = False
         self.transformations: Dict[Any, Any] = {}
@@ -108,12 +110,8 @@ def __init__(
 
         self.x_column = self._config["dataframe"]["x_column"]
         self.y_column = self._config["dataframe"]["y_column"]
-        self.corrected_x_column = self._config["dataframe"][
-            "corrected_x_column"
-        ]
-        self.corrected_y_column = self._config["dataframe"][
-            "corrected_y_column"
-        ]
+        self.corrected_x_column = self._config["dataframe"]["corrected_x_column"]
+        self.corrected_y_column = self._config["dataframe"]["corrected_y_column"]
         self.kx_column = self._config["dataframe"]["kx_column"]
         self.ky_column = self._config["dataframe"]["ky_column"]
 
@@ -613,6 +611,7 @@ def spline_warp_estimate(
         use_center: bool = None,
         fixed_center: bool = True,
         interp_order: int = 1,
+        verbose: bool = True,
         **kwds,
     ) -> np.ndarray:
         """Estimate the spline deformation field using thin plate spline registration.
@@ -629,6 +628,8 @@ def spline_warp_estimate(
             interp_order (int, optional):
                 Order of interpolation (see ``scipy.ndimage.map_coordinates()``).
                 Defaults to 1.
+            verbose (bool, optional): Option to report the used landmarks for correction.
+                Defaults to True.
             **kwds: keyword arguments:
 
                 - **landmarks**: (list/array): Landmark positions (row, column) used
@@ -712,6 +713,10 @@ def spline_warp_estimate(
             splinewarp[1],
         )
 
+        # save backup copies to reset transformations
+        self.rdeform_field_bkp = self.rdeform_field
+        self.cdeform_field_bkp = self.cdeform_field
+
         self.correction["applied"] = True
         self.correction["pouter"] = self.pouter_ord
         self.correction["pcent"] = np.asarray(self.pcent)
@@ -723,6 +728,12 @@ def spline_warp_estimate(
         if self.slice is not None:
             self.slice_corrected = corrected_image
 
+        if verbose:
+            print("Calulated thin spline correction based on the following landmarks:")
+            print(f"pouter: {self.pouter}")
+            if use_center:
+                print(f"pcent: {self.pcent}")
+
         return corrected_image
 
     def apply_correction(
@@ -966,6 +977,8 @@ def pose_adjustment(
         ytrans: float = 0,
         angle: float = 0,
         apply: bool = False,
+        reset: bool = True,
+        verbose: bool = True,
     ):
         """Interactive panel to adjust transformations that are applied to the image.
         Applies first a scaling, next a x/y translation, and last a rotation around
@@ -983,12 +996,23 @@ def pose_adjustment(
             apply (bool, optional):
                 Option to directly apply the provided transformations.
                 Defaults to False.
+            reset (bool, optional):
+                Option to reset the correction before transformation. Defaults to True.
+            verbose (bool, optional):
+                Option to report the performed transformations. Defaults to True.
         """
         matplotlib.use("module://ipympl.backend_nbagg")
         source_image = self.slice_corrected
 
         transformed_image = source_image
 
+        if reset:
+            if self.rdeform_field_bkp is not None and self.cdeform_field_bkp is not None:
+                self.rdeform_field = self.rdeform_field_bkp
+                self.cdeform_field = self.cdeform_field_bkp
+            else:
+                self.reset_deformation()
+
         fig, ax = plt.subplots(1, 1)
         img = ax.imshow(transformed_image.T, origin="lower", cmap="terrain_r")
         center = self._config["momentum"]["center_pixel"]
@@ -1050,6 +1074,7 @@ def update(scale: float, xtrans: float, ytrans: float, angle: float):
             step=1,
         )
         angle_slider = ipw.FloatSlider(value=angle, min=-180, max=180, step=1)
+        results_box = ipw.Output()
         ipw.interact(
             update,
             scale=scale_slider,
@@ -1066,6 +1091,9 @@ def apply_func(apply: bool):  # pylint: disable=unused-argument
                     yscale=self.transformations["scale"],
                     keep=True,
                 )
+                if verbose:
+                    with results_box:
+                        print(f"Applied scaling with scale={self.transformations['scale']}.")
             if (
                 self.transformations.get("xtrans", 0) != 0
                 or self.transformations.get("ytrans", 0) != 0
@@ -1076,6 +1104,12 @@ def apply_func(apply: bool):  # pylint: disable=unused-argument
                     ytrans=self.transformations["ytrans"],
                     keep=True,
                 )
+                if verbose:
+                    with results_box:
+                        print(
+                            f"Applied translation with (xtrans={self.transformations['xtrans']},",
+                            f"ytrans={self.transformations['ytrans']}).",
+                        )
             if self.transformations.get("angle", 0) != 0:
                 self.coordinate_transform(
                     transform_type="rotation",
@@ -1083,6 +1117,11 @@ def apply_func(apply: bool):  # pylint: disable=unused-argument
                     center=center,
                     keep=True,
                 )
+                if verbose:
+                    with results_box:
+                        print(f"Applied rotation with angle={self.transformations['angle']}.")
+
+                display(results_box)
 
             img.set_data(self.slice_transformed.T)
             axmin = np.min(self.slice_transformed, axis=(0, 1))
diff --git a/sed/core/processor.py b/sed/core/processor.py
index d95a7e5d..9069215c 100644
--- a/sed/core/processor.py
+++ b/sed/core/processor.py
@@ -512,6 +512,7 @@ def pose_adjustment(
         angle: float = 0,
         apply: bool = False,
         use_correction: bool = True,
+        reset: bool = True,
     ):
         """3. step of the distortion correction workflow: Generate an interactive panel
         to adjust affine transformations that are applied to the image. Applies first
@@ -531,6 +532,8 @@ def pose_adjustment(
                 transformations. Defaults to False.
             use_correction (bool, option): Whether to use the spline warp correction
                 or not. Defaults to True.
+            reset (bool, optional):
+                Option to reset the correction before transformation. Defaults to True.
         """
         # Generate homomorphy as default if no distortion correction has been applied
         if self.mc.slice_corrected is None:
@@ -544,7 +547,7 @@ def pose_adjustment(
             self.mc.reset_deformation()
 
         if self.mc.cdeform_field is None or self.mc.rdeform_field is None:
-            # Generate default distortion correction
+            # Generate distortion correction from config values
             self.mc.add_features()
             self.mc.spline_warp_estimate()
 
@@ -554,6 +557,7 @@ def pose_adjustment(
             ytrans=ytrans,
             angle=angle,
             apply=apply,
+            reset=reset,
         )
 
     # 5. Apply the momentum correction to the dataframe
@@ -1483,6 +1487,8 @@ def save(
                   config["nexus"]["definition"]
                 - **input_files**: A list of input files to pass to the reader.
                   Defaults to config["nexus"]["input_files"]
+                - **eln_data**: An electronic-lab-notebook file in '.yaml' format
+                  to add to the list of files to pass to the reader.
         """
         if self._binned is None:
             raise NameError("Need to bin data first!")
@@ -1520,6 +1526,9 @@ def save(
             if isinstance(input_files, str):
                 input_files = [input_files]
 
+            if "eln_data" in kwds:
+                input_files.append(kwds.pop("eln_data"))
+
             to_nexus(
                 data=self._binned,
                 faddr=faddr,
diff --git a/sed/loader/mpes/loader.py b/sed/loader/mpes/loader.py
index d1126a73..965abe91 100644
--- a/sed/loader/mpes/loader.py
+++ b/sed/loader/mpes/loader.py
@@ -4,6 +4,7 @@
 @author: L. Rettig
 """
 import datetime
+import glob
 import json
 import os
 import urllib
@@ -19,6 +20,7 @@
 import h5py
 import numpy as np
 import scipy.interpolate as sint
+from natsort import natsorted
 
 from sed.loader.base.loader import BaseLoader
 
@@ -362,14 +364,30 @@ def read_dataframe(
             Tuple[ddf.DataFrame, dict]: Dask dataframe and metadata read from specified
             files.
         """
-        # pylint: disable=duplicate-code
-        super().read_dataframe(
-            files=files,
-            folders=folders,
-            runs=runs,
-            ftype=ftype,
-            metadata=metadata,
-        )
+        # if runs is provided, try to locate the respective files relative to the provided folder.
+        if runs is not None:  # pylint: disable=duplicate-code
+            files = []
+            if isinstance(runs, (str, int)):
+                runs = [runs]
+            for run in runs:
+                files.extend(
+                    self.get_files_from_run_id(run_id=run, folders=folders, extension=ftype),
+                )
+            self.runs = list(runs)
+            super().read_dataframe(
+                files=files,
+                ftype=ftype,
+                metadata=metadata,
+            )
+        else:
+            # pylint: disable=duplicate-code
+            super().read_dataframe(
+                files=files,
+                folders=folders,
+                runs=runs,
+                ftype=ftype,
+                metadata=metadata,
+            )
 
         hdf5_groupnames = kwds.pop(
             "hdf5_groupnames",
@@ -425,7 +443,7 @@ def get_files_from_run_id(
         self,
         run_id: str,
         folders: Union[str, Sequence[str]] = None,
-        extension: str = None,
+        extension: str = "h5",
         **kwds,
     ) -> List[str]:
         """Locate the files for a given run identifier.
@@ -433,14 +451,37 @@ def get_files_from_run_id(
         Args:
             run_id (str): The run identifier to locate.
             folders (Union[str, Sequence[str]], optional): The directory(ies) where the raw
-                data is located. Defaults to None.
+                data is located. Defaults to config["core"]["base_folder"]
             extension (str, optional): The file extension. Defaults to "h5".
             kwds: Keyword arguments
 
         Return:
-            str: Path to the location of run data.
+            List[str]: List of file path strings to the location of run data.
         """
-        raise NotImplementedError
+        if folders is None:
+            folders = self._config["core"]["paths"]["data_raw_dir"]
+
+        if isinstance(folders, str):
+            folders = [folders]
+
+        files: List[str] = []
+        for folder in folders:
+            run_files = natsorted(
+                glob.glob(
+                    folder + "/**/Scan" + str(run_id).zfill(4) + "_*." + extension,
+                    recursive=True,
+                ),
+            )
+            files.extend(run_files)
+
+        # Check if any files are found
+        if not files:
+            raise FileNotFoundError(
+                f"No files found for run {run_id} in directory {str(folders)}",
+            )
+
+        # Return the list of found files
+        return files
 
     def gather_metadata(
         self,
diff --git a/tests/data/loader/mpes/config.yaml b/tests/data/loader/mpes/config.yaml
index e901b4d3..877c531a 100644
--- a/tests/data/loader/mpes/config.yaml
+++ b/tests/data/loader/mpes/config.yaml
@@ -1 +1,3 @@
-test:
+core:
+  paths:
+    data_raw_dir: "tests/data/loader/mpes/"
diff --git a/tests/loader/test_loaders.py b/tests/loader/test_loaders.py
index 1ab85cff..1d744088 100644
--- a/tests/loader/test_loaders.py
+++ b/tests/loader/test_loaders.py
@@ -22,7 +22,7 @@
 test_data_dir = os.path.join(package_dir, "..", "tests", "data")
 
 read_types = ["one_file", "files", "one_folder", "folders", "one_run", "runs"]
-runs = {"generic": None, "mpes": None, "flash": ["43878", "43878"]}
+runs = {"generic": None, "mpes": ["30", "50"], "flash": ["43878", "43878"]}
 
 
 def get_loader_name_from_loader_object(loader: BaseLoader) -> str: