diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 0000000..fa5b2ca
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,36 @@
+name: Tests
+
+on:
+  push:
+      branches: [ "master" ]
+  pull_request:
+      branches: [ "master" ]
+
+jobs:
+  test:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest]
+        python-version: ['3.11', '3.12']
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install flake8 pytest
+        python -m pip install -e .
+    - name: Lint with flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings.
+        flake8 . --count --exit-zero --max-line-length=80 --statistics
+    - name: Test with pytest
+      run: |
+        pytest
\ No newline at end of file
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index abfed44..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1 +0,0 @@
-include src README.md
diff --git a/README.md b/README.md
index 603049a..0154d88 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ Requirements
 
 Before installing, make sure that you have installed all of the prerequiste dependancies:
 
-	Python 		- (Tested on 2.6 and 2.7)							(https://www.python.org/)
+	Python 		- (Tested on 3.11 and 3.12)							(https://www.python.org/)
 	Numpy		- For data processing and scientific computing		(http://www.numpy.org/)
 	Matplotlib	- For plotting										(http://matplotlib.org/)
 	H5Py		- For stable and cross platform data storage		(http://www.h5py.org/)
@@ -46,7 +46,7 @@ Can also use the setup file to install or create built distribution
 
 	python setup.py install
 
-or 
+or
 
 	python setup.py dist (--format=rpm/wininst/etc)
 
@@ -59,7 +59,7 @@ Or finally, for Window users, can download window installer exe from [https://dw
 
 Wrapper for combining numpy ndarrays with meta information. Also has useful utilities;
 for example, reading in data files from PZFlex, binary data from oscilloscopes, talking
-to impedance analysers, etc. 
+to impedance analysers, etc.
 
 Module comes with demonstration function to illustrate metaArray usage. In python shell:
 
@@ -67,3 +67,5 @@ Module comes with demonstration function to illustrate metaArray usage. In pytho
 >
 > demo()
 
+
+![Tests](https://github.com/UltrasoundSam/metaArray/actions/workflows/tests.yaml/badge.svg)
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..46573f1
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,966 @@
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+
+[[package]]
+name = "cachetools"
+version = "5.5.0"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
+]
+
+[[package]]
+name = "chardet"
+version = "5.2.0"
+description = "Universal encoding detector for Python 3"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
+    {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
+]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "contourpy"
+version = "1.3.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
+    {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
+    {file = "contourpy-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2f926efda994cdf3c8d3fdb40b9962f86edbc4457e739277b961eced3d0b4c1"},
+    {file = "contourpy-1.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:adce39d67c0edf383647a3a007de0a45fd1b08dedaa5318404f1a73059c2512b"},
+    {file = "contourpy-1.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:abbb49fb7dac584e5abc6636b7b2a7227111c4f771005853e7d25176daaf8453"},
+    {file = "contourpy-1.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0cffcbede75c059f535725c1680dfb17b6ba8753f0c74b14e6a9c68c29d7ea3"},
+    {file = "contourpy-1.3.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ab29962927945d89d9b293eabd0d59aea28d887d4f3be6c22deaefbb938a7277"},
+    {file = "contourpy-1.3.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:974d8145f8ca354498005b5b981165b74a195abfae9a8129df3e56771961d595"},
+    {file = "contourpy-1.3.1-cp310-cp310-win32.whl", hash = "sha256:ac4578ac281983f63b400f7fe6c101bedc10651650eef012be1ccffcbacf3697"},
+    {file = "contourpy-1.3.1-cp310-cp310-win_amd64.whl", hash = "sha256:174e758c66bbc1c8576992cec9599ce8b6672b741b5d336b5c74e35ac382b18e"},
+    {file = "contourpy-1.3.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3e8b974d8db2c5610fb4e76307e265de0edb655ae8169e8b21f41807ccbeec4b"},
+    {file = "contourpy-1.3.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:20914c8c973f41456337652a6eeca26d2148aa96dd7ac323b74516988bea89fc"},
+    {file = "contourpy-1.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19d40d37c1c3a4961b4619dd9d77b12124a453cc3d02bb31a07d58ef684d3d86"},
+    {file = "contourpy-1.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:113231fe3825ebf6f15eaa8bc1f5b0ddc19d42b733345eae0934cb291beb88b6"},
+    {file = "contourpy-1.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4dbbc03a40f916a8420e420d63e96a1258d3d1b58cbdfd8d1f07b49fcbd38e85"},
+    {file = "contourpy-1.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a04ecd68acbd77fa2d39723ceca4c3197cb2969633836ced1bea14e219d077c"},
+    {file = "contourpy-1.3.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c414fc1ed8ee1dbd5da626cf3710c6013d3d27456651d156711fa24f24bd1291"},
+    {file = "contourpy-1.3.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:31c1b55c1f34f80557d3830d3dd93ba722ce7e33a0b472cba0ec3b6535684d8f"},
+    {file = "contourpy-1.3.1-cp311-cp311-win32.whl", hash = "sha256:f611e628ef06670df83fce17805c344710ca5cde01edfdc72751311da8585375"},
+    {file = "contourpy-1.3.1-cp311-cp311-win_amd64.whl", hash = "sha256:b2bdca22a27e35f16794cf585832e542123296b4687f9fd96822db6bae17bfc9"},
+    {file = "contourpy-1.3.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:0ffa84be8e0bd33410b17189f7164c3589c229ce5db85798076a3fa136d0e509"},
+    {file = "contourpy-1.3.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:805617228ba7e2cbbfb6c503858e626ab528ac2a32a04a2fe88ffaf6b02c32bc"},
+    {file = "contourpy-1.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ade08d343436a94e633db932e7e8407fe7de8083967962b46bdfc1b0ced39454"},
+    {file = "contourpy-1.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:47734d7073fb4590b4a40122b35917cd77be5722d80683b249dac1de266aac80"},
+    {file = "contourpy-1.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2ba94a401342fc0f8b948e57d977557fbf4d515f03c67682dd5c6191cb2d16ec"},
+    {file = "contourpy-1.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efa874e87e4a647fd2e4f514d5e91c7d493697127beb95e77d2f7561f6905bd9"},
+    {file = "contourpy-1.3.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1bf98051f1045b15c87868dbaea84f92408337d4f81d0e449ee41920ea121d3b"},
+    {file = "contourpy-1.3.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:61332c87493b00091423e747ea78200659dc09bdf7fd69edd5e98cef5d3e9a8d"},
+    {file = "contourpy-1.3.1-cp312-cp312-win32.whl", hash = "sha256:e914a8cb05ce5c809dd0fe350cfbb4e881bde5e2a38dc04e3afe1b3e58bd158e"},
+    {file = "contourpy-1.3.1-cp312-cp312-win_amd64.whl", hash = "sha256:08d9d449a61cf53033612cb368f3a1b26cd7835d9b8cd326647efe43bca7568d"},
+    {file = "contourpy-1.3.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a761d9ccfc5e2ecd1bf05534eda382aa14c3e4f9205ba5b1684ecfe400716ef2"},
+    {file = "contourpy-1.3.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:523a8ee12edfa36f6d2a49407f705a6ef4c5098de4f498619787e272de93f2d5"},
+    {file = "contourpy-1.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece6df05e2c41bd46776fbc712e0996f7c94e0d0543af1656956d150c4ca7c81"},
+    {file = "contourpy-1.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:573abb30e0e05bf31ed067d2f82500ecfdaec15627a59d63ea2d95714790f5c2"},
+    {file = "contourpy-1.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9fa36448e6a3a1a9a2ba23c02012c43ed88905ec80163f2ffe2421c7192a5d7"},
+    {file = "contourpy-1.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ea9924d28fc5586bf0b42d15f590b10c224117e74409dd7a0be3b62b74a501c"},
+    {file = "contourpy-1.3.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5b75aa69cb4d6f137b36f7eb2ace9280cfb60c55dc5f61c731fdf6f037f958a3"},
+    {file = "contourpy-1.3.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:041b640d4ec01922083645a94bb3b2e777e6b626788f4095cf21abbe266413c1"},
+    {file = "contourpy-1.3.1-cp313-cp313-win32.whl", hash = "sha256:36987a15e8ace5f58d4d5da9dca82d498c2bbb28dff6e5d04fbfcc35a9cb3a82"},
+    {file = "contourpy-1.3.1-cp313-cp313-win_amd64.whl", hash = "sha256:a7895f46d47671fa7ceec40f31fae721da51ad34bdca0bee83e38870b1f47ffd"},
+    {file = "contourpy-1.3.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9ddeb796389dadcd884c7eb07bd14ef12408aaae358f0e2ae24114d797eede30"},
+    {file = "contourpy-1.3.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:19c1555a6801c2f084c7ddc1c6e11f02eb6a6016ca1318dd5452ba3f613a1751"},
+    {file = "contourpy-1.3.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:841ad858cff65c2c04bf93875e384ccb82b654574a6d7f30453a04f04af71342"},
+    {file = "contourpy-1.3.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4318af1c925fb9a4fb190559ef3eec206845f63e80fb603d47f2d6d67683901c"},
+    {file = "contourpy-1.3.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:14c102b0eab282427b662cb590f2e9340a9d91a1c297f48729431f2dcd16e14f"},
+    {file = "contourpy-1.3.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:05e806338bfeaa006acbdeba0ad681a10be63b26e1b17317bfac3c5d98f36cda"},
+    {file = "contourpy-1.3.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4d76d5993a34ef3df5181ba3c92fabb93f1eaa5729504fb03423fcd9f3177242"},
+    {file = "contourpy-1.3.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:89785bb2a1980c1bd87f0cb1517a71cde374776a5f150936b82580ae6ead44a1"},
+    {file = "contourpy-1.3.1-cp313-cp313t-win32.whl", hash = "sha256:8eb96e79b9f3dcadbad2a3891672f81cdcab7f95b27f28f1c67d75f045b6b4f1"},
+    {file = "contourpy-1.3.1-cp313-cp313t-win_amd64.whl", hash = "sha256:287ccc248c9e0d0566934e7d606201abd74761b5703d804ff3df8935f523d546"},
+    {file = "contourpy-1.3.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b457d6430833cee8e4b8e9b6f07aa1c161e5e0d52e118dc102c8f9bd7dd060d6"},
+    {file = "contourpy-1.3.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb76c1a154b83991a3cbbf0dfeb26ec2833ad56f95540b442c73950af2013750"},
+    {file = "contourpy-1.3.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:44a29502ca9c7b5ba389e620d44f2fbe792b1fb5734e8b931ad307071ec58c53"},
+    {file = "contourpy-1.3.1.tar.gz", hash = "sha256:dfd97abd83335045a913e3bcc4a09c0ceadbe66580cf573fe961f4a825efa699"},
+]
+
+[package.dependencies]
+numpy = ">=1.23"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
+
+[[package]]
+name = "coverage"
+version = "7.6.10"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "coverage-7.6.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5c912978f7fbf47ef99cec50c4401340436d200d41d714c7a4766f377c5b7b78"},
+    {file = "coverage-7.6.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a01ec4af7dfeb96ff0078ad9a48810bb0cc8abcb0115180c6013a6b26237626c"},
+    {file = "coverage-7.6.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3b204c11e2b2d883946fe1d97f89403aa1811df28ce0447439178cc7463448a"},
+    {file = "coverage-7.6.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:32ee6d8491fcfc82652a37109f69dee9a830e9379166cb73c16d8dc5c2915165"},
+    {file = "coverage-7.6.10-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:675cefc4c06e3b4c876b85bfb7c59c5e2218167bbd4da5075cbe3b5790a28988"},
+    {file = "coverage-7.6.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f4f620668dbc6f5e909a0946a877310fb3d57aea8198bde792aae369ee1c23b5"},
+    {file = "coverage-7.6.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:4eea95ef275de7abaef630c9b2c002ffbc01918b726a39f5a4353916ec72d2f3"},
+    {file = "coverage-7.6.10-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e2f0280519e42b0a17550072861e0bc8a80a0870de260f9796157d3fca2733c5"},
+    {file = "coverage-7.6.10-cp310-cp310-win32.whl", hash = "sha256:bc67deb76bc3717f22e765ab3e07ee9c7a5e26b9019ca19a3b063d9f4b874244"},
+    {file = "coverage-7.6.10-cp310-cp310-win_amd64.whl", hash = "sha256:0f460286cb94036455e703c66988851d970fdfd8acc2a1122ab7f4f904e4029e"},
+    {file = "coverage-7.6.10-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ea3c8f04b3e4af80e17bab607c386a830ffc2fb88a5484e1df756478cf70d1d3"},
+    {file = "coverage-7.6.10-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:507a20fc863cae1d5720797761b42d2d87a04b3e5aeb682ef3b7332e90598f43"},
+    {file = "coverage-7.6.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d37a84878285b903c0fe21ac8794c6dab58150e9359f1aaebbeddd6412d53132"},
+    {file = "coverage-7.6.10-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a534738b47b0de1995f85f582d983d94031dffb48ab86c95bdf88dc62212142f"},
+    {file = "coverage-7.6.10-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d7a2bf79378d8fb8afaa994f91bfd8215134f8631d27eba3e0e2c13546ce994"},
+    {file = "coverage-7.6.10-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:6713ba4b4ebc330f3def51df1d5d38fad60b66720948112f114968feb52d3f99"},
+    {file = "coverage-7.6.10-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ab32947f481f7e8c763fa2c92fd9f44eeb143e7610c4ca9ecd6a36adab4081bd"},
+    {file = "coverage-7.6.10-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7bbd8c8f1b115b892e34ba66a097b915d3871db7ce0e6b9901f462ff3a975377"},
+    {file = "coverage-7.6.10-cp311-cp311-win32.whl", hash = "sha256:299e91b274c5c9cdb64cbdf1b3e4a8fe538a7a86acdd08fae52301b28ba297f8"},
+    {file = "coverage-7.6.10-cp311-cp311-win_amd64.whl", hash = "sha256:489a01f94aa581dbd961f306e37d75d4ba16104bbfa2b0edb21d29b73be83609"},
+    {file = "coverage-7.6.10-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:27c6e64726b307782fa5cbe531e7647aee385a29b2107cd87ba7c0105a5d3853"},
+    {file = "coverage-7.6.10-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c56e097019e72c373bae32d946ecf9858fda841e48d82df7e81c63ac25554078"},
+    {file = "coverage-7.6.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7827a5bc7bdb197b9e066cdf650b2887597ad124dd99777332776f7b7c7d0d0"},
+    {file = "coverage-7.6.10-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:204a8238afe787323a8b47d8be4df89772d5c1e4651b9ffa808552bdf20e1d50"},
+    {file = "coverage-7.6.10-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e67926f51821b8e9deb6426ff3164870976fe414d033ad90ea75e7ed0c2e5022"},
+    {file = "coverage-7.6.10-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e78b270eadb5702938c3dbe9367f878249b5ef9a2fcc5360ac7bff694310d17b"},
+    {file = "coverage-7.6.10-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:714f942b9c15c3a7a5fe6876ce30af831c2ad4ce902410b7466b662358c852c0"},
+    {file = "coverage-7.6.10-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:abb02e2f5a3187b2ac4cd46b8ced85a0858230b577ccb2c62c81482ca7d18852"},
+    {file = "coverage-7.6.10-cp312-cp312-win32.whl", hash = "sha256:55b201b97286cf61f5e76063f9e2a1d8d2972fc2fcfd2c1272530172fd28c359"},
+    {file = "coverage-7.6.10-cp312-cp312-win_amd64.whl", hash = "sha256:e4ae5ac5e0d1e4edfc9b4b57b4cbecd5bc266a6915c500f358817a8496739247"},
+    {file = "coverage-7.6.10-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:05fca8ba6a87aabdd2d30d0b6c838b50510b56cdcfc604d40760dae7153b73d9"},
+    {file = "coverage-7.6.10-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9e80eba8801c386f72e0712a0453431259c45c3249f0009aff537a517b52942b"},
+    {file = "coverage-7.6.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a372c89c939d57abe09e08c0578c1d212e7a678135d53aa16eec4430adc5e690"},
+    {file = "coverage-7.6.10-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ec22b5e7fe7a0fa8509181c4aac1db48f3dd4d3a566131b313d1efc102892c18"},
+    {file = "coverage-7.6.10-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26bcf5c4df41cad1b19c84af71c22cbc9ea9a547fc973f1f2cc9a290002c8b3c"},
+    {file = "coverage-7.6.10-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e4630c26b6084c9b3cb53b15bd488f30ceb50b73c35c5ad7871b869cb7365fd"},
+    {file = "coverage-7.6.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2396e8116db77789f819d2bc8a7e200232b7a282c66e0ae2d2cd84581a89757e"},
+    {file = "coverage-7.6.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:79109c70cc0882e4d2d002fe69a24aa504dec0cc17169b3c7f41a1d341a73694"},
+    {file = "coverage-7.6.10-cp313-cp313-win32.whl", hash = "sha256:9e1747bab246d6ff2c4f28b4d186b205adced9f7bd9dc362051cc37c4a0c7bd6"},
+    {file = "coverage-7.6.10-cp313-cp313-win_amd64.whl", hash = "sha256:254f1a3b1eef5f7ed23ef265eaa89c65c8c5b6b257327c149db1ca9d4a35f25e"},
+    {file = "coverage-7.6.10-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:2ccf240eb719789cedbb9fd1338055de2761088202a9a0b73032857e53f612fe"},
+    {file = "coverage-7.6.10-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0c807ca74d5a5e64427c8805de15b9ca140bba13572d6d74e262f46f50b13273"},
+    {file = "coverage-7.6.10-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2bcfa46d7709b5a7ffe089075799b902020b62e7ee56ebaed2f4bdac04c508d8"},
+    {file = "coverage-7.6.10-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4e0de1e902669dccbf80b0415fb6b43d27edca2fbd48c74da378923b05316098"},
+    {file = "coverage-7.6.10-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3f7b444c42bbc533aaae6b5a2166fd1a797cdb5eb58ee51a92bee1eb94a1e1cb"},
+    {file = "coverage-7.6.10-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:b330368cb99ef72fcd2dc3ed260adf67b31499584dc8a20225e85bfe6f6cfed0"},
+    {file = "coverage-7.6.10-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:9a7cfb50515f87f7ed30bc882f68812fd98bc2852957df69f3003d22a2aa0abf"},
+    {file = "coverage-7.6.10-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6f93531882a5f68c28090f901b1d135de61b56331bba82028489bc51bdd818d2"},
+    {file = "coverage-7.6.10-cp313-cp313t-win32.whl", hash = "sha256:89d76815a26197c858f53c7f6a656686ec392b25991f9e409bcef020cd532312"},
+    {file = "coverage-7.6.10-cp313-cp313t-win_amd64.whl", hash = "sha256:54a5f0f43950a36312155dae55c505a76cd7f2b12d26abeebbe7a0b36dbc868d"},
+    {file = "coverage-7.6.10-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:656c82b8a0ead8bba147de9a89bda95064874c91a3ed43a00e687f23cc19d53a"},
+    {file = "coverage-7.6.10-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ccc2b70a7ed475c68ceb548bf69cec1e27305c1c2606a5eb7c3afff56a1b3b27"},
+    {file = "coverage-7.6.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5e37dc41d57ceba70956fa2fc5b63c26dba863c946ace9705f8eca99daecdc4"},
+    {file = "coverage-7.6.10-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0aa9692b4fdd83a4647eeb7db46410ea1322b5ed94cd1715ef09d1d5922ba87f"},
+    {file = "coverage-7.6.10-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa744da1820678b475e4ba3dfd994c321c5b13381d1041fe9c608620e6676e25"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c0b1818063dc9e9d838c09e3a473c1422f517889436dd980f5d721899e66f315"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:59af35558ba08b758aec4d56182b222976330ef8d2feacbb93964f576a7e7a90"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7ed2f37cfce1ce101e6dffdfd1c99e729dd2ffc291d02d3e2d0af8b53d13840d"},
+    {file = "coverage-7.6.10-cp39-cp39-win32.whl", hash = "sha256:4bcc276261505d82f0ad426870c3b12cb177752834a633e737ec5ee79bbdff18"},
+    {file = "coverage-7.6.10-cp39-cp39-win_amd64.whl", hash = "sha256:457574f4599d2b00f7f637a0700a6422243b3565509457b2dbd3f50703e11f59"},
+    {file = "coverage-7.6.10-pp39.pp310-none-any.whl", hash = "sha256:fd34e7b3405f0cc7ab03d54a334c17a9e802897580d964bd8c2001f4b9fd488f"},
+    {file = "coverage-7.6.10.tar.gz", hash = "sha256:7fb105327c8f8f0682e29843e2ff96af9dcbe5bab8eeb4b398c6a33a16d80a23"},
+]
+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
+]
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
+name = "distlib"
+version = "0.3.9"
+description = "Distribution utilities"
+optional = false
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
+    {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
+]
+
+[[package]]
+name = "filelock"
+version = "3.16.1"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
+    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
+]
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+typing = ["typing-extensions (>=4.12.2)"]
+
+[[package]]
+name = "flake8"
+version = "7.1.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+optional = false
+python-versions = ">=3.8.1"
+files = [
+    {file = "flake8-7.1.1-py2.py3-none-any.whl", hash = "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213"},
+    {file = "flake8-7.1.1.tar.gz", hash = "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38"},
+]
+
+[package.dependencies]
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.12.0,<2.13.0"
+pyflakes = ">=3.2.0,<3.3.0"
+
+[[package]]
+name = "flake8-pyproject"
+version = "1.2.3"
+description = "Flake8 plug-in loading the configuration from pyproject.toml"
+optional = false
+python-versions = ">= 3.6"
+files = [
+    {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
+]
+
+[package.dependencies]
+Flake8 = ">=5"
+
+[package.extras]
+dev = ["pyTest", "pyTest-cov"]
+
+[[package]]
+name = "fonttools"
+version = "4.55.3"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0"},
+    {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f"},
+    {file = "fonttools-4.55.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27e4ae3592e62eba83cd2c4ccd9462dcfa603ff78e09110680a5444c6925d841"},
+    {file = "fonttools-4.55.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:62d65a3022c35e404d19ca14f291c89cc5890032ff04f6c17af0bd1927299674"},
+    {file = "fonttools-4.55.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d342e88764fb201286d185093781bf6628bbe380a913c24adf772d901baa8276"},
+    {file = "fonttools-4.55.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:dd68c87a2bfe37c5b33bcda0fba39b65a353876d3b9006fde3adae31f97b3ef5"},
+    {file = "fonttools-4.55.3-cp310-cp310-win32.whl", hash = "sha256:1bc7ad24ff98846282eef1cbeac05d013c2154f977a79886bb943015d2b1b261"},
+    {file = "fonttools-4.55.3-cp310-cp310-win_amd64.whl", hash = "sha256:b54baf65c52952db65df39fcd4820668d0ef4766c0ccdf32879b77f7c804d5c5"},
+    {file = "fonttools-4.55.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:8c4491699bad88efe95772543cd49870cf756b019ad56294f6498982408ab03e"},
+    {file = "fonttools-4.55.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5323a22eabddf4b24f66d26894f1229261021dacd9d29e89f7872dd8c63f0b8b"},
+    {file = "fonttools-4.55.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5480673f599ad410695ca2ddef2dfefe9df779a9a5cda89503881e503c9c7d90"},
+    {file = "fonttools-4.55.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da9da6d65cd7aa6b0f806556f4985bcbf603bf0c5c590e61b43aa3e5a0f822d0"},
+    {file = "fonttools-4.55.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e894b5bd60d9f473bed7a8f506515549cc194de08064d829464088d23097331b"},
+    {file = "fonttools-4.55.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:aee3b57643827e237ff6ec6d28d9ff9766bd8b21e08cd13bff479e13d4b14765"},
+    {file = "fonttools-4.55.3-cp311-cp311-win32.whl", hash = "sha256:eb6ca911c4c17eb51853143624d8dc87cdcdf12a711fc38bf5bd21521e79715f"},
+    {file = "fonttools-4.55.3-cp311-cp311-win_amd64.whl", hash = "sha256:6314bf82c54c53c71805318fcf6786d986461622dd926d92a465199ff54b1b72"},
+    {file = "fonttools-4.55.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:f9e736f60f4911061235603a6119e72053073a12c6d7904011df2d8fad2c0e35"},
+    {file = "fonttools-4.55.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7a8aa2c5e5b8b3bcb2e4538d929f6589a5c6bdb84fd16e2ed92649fb5454f11c"},
+    {file = "fonttools-4.55.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:07f8288aacf0a38d174445fc78377a97fb0b83cfe352a90c9d9c1400571963c7"},
+    {file = "fonttools-4.55.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8d5e8916c0970fbc0f6f1bece0063363bb5857a7f170121a4493e31c3db3314"},
+    {file = "fonttools-4.55.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ae3b6600565b2d80b7c05acb8e24d2b26ac407b27a3f2e078229721ba5698427"},
+    {file = "fonttools-4.55.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:54153c49913f45065c8d9e6d0c101396725c5621c8aee744719300f79771d75a"},
+    {file = "fonttools-4.55.3-cp312-cp312-win32.whl", hash = "sha256:827e95fdbbd3e51f8b459af5ea10ecb4e30af50221ca103bea68218e9615de07"},
+    {file = "fonttools-4.55.3-cp312-cp312-win_amd64.whl", hash = "sha256:e6e8766eeeb2de759e862004aa11a9ea3d6f6d5ec710551a88b476192b64fd54"},
+    {file = "fonttools-4.55.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a430178ad3e650e695167cb53242dae3477b35c95bef6525b074d87493c4bf29"},
+    {file = "fonttools-4.55.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:529cef2ce91dc44f8e407cc567fae6e49a1786f2fefefa73a294704c415322a4"},
+    {file = "fonttools-4.55.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e75f12c82127486fac2d8bfbf5bf058202f54bf4f158d367e41647b972342ca"},
+    {file = "fonttools-4.55.3-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:859c358ebf41db18fb72342d3080bce67c02b39e86b9fbcf1610cca14984841b"},
+    {file = "fonttools-4.55.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:546565028e244a701f73df6d8dd6be489d01617863ec0c6a42fa25bf45d43048"},
+    {file = "fonttools-4.55.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:aca318b77f23523309eec4475d1fbbb00a6b133eb766a8bdc401faba91261abe"},
+    {file = "fonttools-4.55.3-cp313-cp313-win32.whl", hash = "sha256:8c5ec45428edaa7022f1c949a632a6f298edc7b481312fc7dc258921e9399628"},
+    {file = "fonttools-4.55.3-cp313-cp313-win_amd64.whl", hash = "sha256:11e5de1ee0d95af4ae23c1a138b184b7f06e0b6abacabf1d0db41c90b03d834b"},
+    {file = "fonttools-4.55.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:caf8230f3e10f8f5d7593eb6d252a37caf58c480b19a17e250a63dad63834cf3"},
+    {file = "fonttools-4.55.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b586ab5b15b6097f2fb71cafa3c98edfd0dba1ad8027229e7b1e204a58b0e09d"},
+    {file = "fonttools-4.55.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a8c2794ded89399cc2169c4d0bf7941247b8d5932b2659e09834adfbb01589aa"},
+    {file = "fonttools-4.55.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf4fe7c124aa3f4e4c1940880156e13f2f4d98170d35c749e6b4f119a872551e"},
+    {file = "fonttools-4.55.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:86721fbc389ef5cc1e2f477019e5069e8e4421e8d9576e9c26f840dbb04678de"},
+    {file = "fonttools-4.55.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:89bdc5d88bdeec1b15af790810e267e8332d92561dce4f0748c2b95c9bdf3926"},
+    {file = "fonttools-4.55.3-cp38-cp38-win32.whl", hash = "sha256:bc5dbb4685e51235ef487e4bd501ddfc49be5aede5e40f4cefcccabc6e60fb4b"},
+    {file = "fonttools-4.55.3-cp38-cp38-win_amd64.whl", hash = "sha256:cd70de1a52a8ee2d1877b6293af8a2484ac82514f10b1c67c1c5762d38073e56"},
+    {file = "fonttools-4.55.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:bdcc9f04b36c6c20978d3f060e5323a43f6222accc4e7fcbef3f428e216d96af"},
+    {file = "fonttools-4.55.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c3ca99e0d460eff46e033cd3992a969658c3169ffcd533e0a39c63a38beb6831"},
+    {file = "fonttools-4.55.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22f38464daa6cdb7b6aebd14ab06609328fe1e9705bb0fcc7d1e69de7109ee02"},
+    {file = "fonttools-4.55.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed63959d00b61959b035c7d47f9313c2c1ece090ff63afea702fe86de00dbed4"},
+    {file = "fonttools-4.55.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:5e8d657cd7326eeaba27de2740e847c6b39dde2f8d7cd7cc56f6aad404ddf0bd"},
+    {file = "fonttools-4.55.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:fb594b5a99943042c702c550d5494bdd7577f6ef19b0bc73877c948a63184a32"},
+    {file = "fonttools-4.55.3-cp39-cp39-win32.whl", hash = "sha256:dc5294a3d5c84226e3dbba1b6f61d7ad813a8c0238fceea4e09aa04848c3d851"},
+    {file = "fonttools-4.55.3-cp39-cp39-win_amd64.whl", hash = "sha256:aedbeb1db64496d098e6be92b2e63b5fac4e53b1b92032dfc6988e1ea9134a4d"},
+    {file = "fonttools-4.55.3-py3-none-any.whl", hash = "sha256:f412604ccbeee81b091b420272841e5ec5ef68967a9790e80bffd0e30b8e2977"},
+    {file = "fonttools-4.55.3.tar.gz", hash = "sha256:3983313c2a04d6cc1fe9251f8fc647754cf49a61dac6cb1e7249ae67afaafc45"},
+]
+
+[package.extras]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["munkres", "pycairo", "scipy"]
+lxml = ["lxml (>=4.0)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+
+[[package]]
+name = "h5py"
+version = "3.12.1"
+description = "Read and write HDF5 files from Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "h5py-3.12.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f0f1a382cbf494679c07b4371f90c70391dedb027d517ac94fa2c05299dacda"},
+    {file = "h5py-3.12.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cb65f619dfbdd15e662423e8d257780f9a66677eae5b4b3fc9dca70b5fd2d2a3"},
+    {file = "h5py-3.12.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3b15d8dbd912c97541312c0e07438864d27dbca857c5ad634de68110c6beb1c2"},
+    {file = "h5py-3.12.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:59685fe40d8c1fbbee088c88cd4da415a2f8bee5c270337dc5a1c4aa634e3307"},
+    {file = "h5py-3.12.1-cp310-cp310-win_amd64.whl", hash = "sha256:577d618d6b6dea3da07d13cc903ef9634cde5596b13e832476dd861aaf651f3e"},
+    {file = "h5py-3.12.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ccd9006d92232727d23f784795191bfd02294a4f2ba68708825cb1da39511a93"},
+    {file = "h5py-3.12.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ad8a76557880aed5234cfe7279805f4ab5ce16b17954606cca90d578d3e713ef"},
+    {file = "h5py-3.12.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1473348139b885393125126258ae2d70753ef7e9cec8e7848434f385ae72069e"},
+    {file = "h5py-3.12.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:018a4597f35092ae3fb28ee851fdc756d2b88c96336b8480e124ce1ac6fb9166"},
+    {file = "h5py-3.12.1-cp311-cp311-win_amd64.whl", hash = "sha256:3fdf95092d60e8130ba6ae0ef7a9bd4ade8edbe3569c13ebbaf39baefffc5ba4"},
+    {file = "h5py-3.12.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:06a903a4e4e9e3ebbc8b548959c3c2552ca2d70dac14fcfa650d9261c66939ed"},
+    {file = "h5py-3.12.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7b3b8f3b48717e46c6a790e3128d39c61ab595ae0a7237f06dfad6a3b51d5351"},
+    {file = "h5py-3.12.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:050a4f2c9126054515169c49cb900949814987f0c7ae74c341b0c9f9b5056834"},
+    {file = "h5py-3.12.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c4b41d1019322a5afc5082864dfd6359f8935ecd37c11ac0029be78c5d112c9"},
+    {file = "h5py-3.12.1-cp312-cp312-win_amd64.whl", hash = "sha256:e4d51919110a030913201422fb07987db4338eba5ec8c5a15d6fab8e03d443fc"},
+    {file = "h5py-3.12.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:513171e90ed92236fc2ca363ce7a2fc6f2827375efcbb0cc7fbdd7fe11fecafc"},
+    {file = "h5py-3.12.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:59400f88343b79655a242068a9c900001a34b63e3afb040bd7cdf717e440f653"},
+    {file = "h5py-3.12.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3e465aee0ec353949f0f46bf6c6f9790a2006af896cee7c178a8c3e5090aa32"},
+    {file = "h5py-3.12.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba51c0c5e029bb5420a343586ff79d56e7455d496d18a30309616fdbeed1068f"},
+    {file = "h5py-3.12.1-cp313-cp313-win_amd64.whl", hash = "sha256:52ab036c6c97055b85b2a242cb540ff9590bacfda0c03dd0cf0661b311f522f8"},
+    {file = "h5py-3.12.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d2b8dd64f127d8b324f5d2cd1c0fd6f68af69084e9e47d27efeb9e28e685af3e"},
+    {file = "h5py-3.12.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4532c7e97fbef3d029735db8b6f5bf01222d9ece41e309b20d63cfaae2fb5c4d"},
+    {file = "h5py-3.12.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6fdf6d7936fa824acfa27305fe2d9f39968e539d831c5bae0e0d83ed521ad1ac"},
+    {file = "h5py-3.12.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84342bffd1f82d4f036433e7039e241a243531a1d3acd7341b35ae58cdab05bf"},
+    {file = "h5py-3.12.1-cp39-cp39-win_amd64.whl", hash = "sha256:62be1fc0ef195891949b2c627ec06bc8e837ff62d5b911b6e42e38e0f20a897d"},
+    {file = "h5py-3.12.1.tar.gz", hash = "sha256:326d70b53d31baa61f00b8aa5f95c2fcb9621a3ee8365d770c551a13dbbcbfdf"},
+]
+
+[package.dependencies]
+numpy = ">=1.19.3"
+
+[[package]]
+name = "iniconfig"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+]
+
+[[package]]
+name = "kiwisolver"
+version = "1.4.8"
+description = "A fast implementation of the Cassowary constraint solver"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ce2cf1e5688edcb727fdf7cd1bbd0b6416758996826a8be1d958f91880d0809d"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:c8bf637892dc6e6aad2bc6d4d69d08764166e5e3f69d469e55427b6ac001b19d"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:034d2c891f76bd3edbdb3ea11140d8510dca675443da7304205a2eaa45d8334c"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d47b28d1dfe0793d5e96bce90835e17edf9a499b53969b03c6c47ea5985844c3"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:eb158fe28ca0c29f2260cca8c43005329ad58452c36f0edf298204de32a9a3ed"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d5536185fce131780ebd809f8e623bf4030ce1b161353166c49a3c74c287897f"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:369b75d40abedc1da2c1f4de13f3482cb99e3237b38726710f4a793432b1c5ff"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:641f2ddf9358c80faa22e22eb4c9f54bd3f0e442e038728f500e3b978d00aa7d"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:d561d2d8883e0819445cfe58d7ddd673e4015c3c57261d7bdcd3710d0d14005c"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:1732e065704b47c9afca7ffa272f845300a4eb959276bf6970dc07265e73b605"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bcb1ebc3547619c3b58a39e2448af089ea2ef44b37988caf432447374941574e"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-win_amd64.whl", hash = "sha256:89c107041f7b27844179ea9c85d6da275aa55ecf28413e87624d033cf1f6b751"},
+    {file = "kiwisolver-1.4.8-cp310-cp310-win_arm64.whl", hash = "sha256:b5773efa2be9eb9fcf5415ea3ab70fc785d598729fd6057bea38d539ead28271"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a4d3601908c560bdf880f07d94f31d734afd1bb71e96585cace0e38ef44c6d84"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:856b269c4d28a5c0d5e6c1955ec36ebfd1651ac00e1ce0afa3e28da95293b561"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c2b9a96e0f326205af81a15718a9073328df1173a2619a68553decb7097fd5d7"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c5020c83e8553f770cb3b5fc13faac40f17e0b205bd237aebd21d53d733adb03"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dace81d28c787956bfbfbbfd72fdcef014f37d9b48830829e488fdb32b49d954"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:11e1022b524bd48ae56c9b4f9296bce77e15a2e42a502cceba602f804b32bb79"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3b9b4d2892fefc886f30301cdd80debd8bb01ecdf165a449eb6e78f79f0fabd6"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a96c0e790ee875d65e340ab383700e2b4891677b7fcd30a699146f9384a2bb0"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:23454ff084b07ac54ca8be535f4174170c1094a4cff78fbae4f73a4bcc0d4dab"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:87b287251ad6488e95b4f0b4a79a6d04d3ea35fde6340eb38fbd1ca9cd35bbbc"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:b21dbe165081142b1232a240fc6383fd32cdd877ca6cc89eab93e5f5883e1c25"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:768cade2c2df13db52475bd28d3a3fac8c9eff04b0e9e2fda0f3760f20b3f7fc"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d47cfb2650f0e103d4bf68b0b5804c68da97272c84bb12850d877a95c056bd67"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-win_amd64.whl", hash = "sha256:ed33ca2002a779a2e20eeb06aea7721b6e47f2d4b8a8ece979d8ba9e2a167e34"},
+    {file = "kiwisolver-1.4.8-cp311-cp311-win_arm64.whl", hash = "sha256:16523b40aab60426ffdebe33ac374457cf62863e330a90a0383639ce14bf44b2"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:d6af5e8815fd02997cb6ad9bbed0ee1e60014438ee1a5c2444c96f87b8843502"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bade438f86e21d91e0cf5dd7c0ed00cda0f77c8c1616bd83f9fc157fa6760d31"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b83dc6769ddbc57613280118fb4ce3cd08899cc3369f7d0e0fab518a7cf37fdb"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:111793b232842991be367ed828076b03d96202c19221b5ebab421ce8bcad016f"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:257af1622860e51b1a9d0ce387bf5c2c4f36a90594cb9514f55b074bcc787cfc"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:69b5637c3f316cab1ec1c9a12b8c5f4750a4c4b71af9157645bf32830e39c03a"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:782bb86f245ec18009890e7cb8d13a5ef54dcf2ebe18ed65f795e635a96a1c6a"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc978a80a0db3a66d25767b03688f1147a69e6237175c0f4ffffaaedf744055a"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:36dbbfd34838500a31f52c9786990d00150860e46cd5041386f217101350f0d3"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:eaa973f1e05131de5ff3569bbba7f5fd07ea0595d3870ed4a526d486fe57fa1b"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:a66f60f8d0c87ab7f59b6fb80e642ebb29fec354a4dfad687ca4092ae69d04f4"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:858416b7fb777a53f0c59ca08190ce24e9abbd3cffa18886a5781b8e3e26f65d"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:085940635c62697391baafaaeabdf3dd7a6c3643577dde337f4d66eba021b2b8"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-win_amd64.whl", hash = "sha256:01c3d31902c7db5fb6182832713d3b4122ad9317c2c5877d0539227d96bb2e50"},
+    {file = "kiwisolver-1.4.8-cp312-cp312-win_arm64.whl", hash = "sha256:a3c44cb68861de93f0c4a8175fbaa691f0aa22550c331fefef02b618a9dcb476"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:1c8ceb754339793c24aee1c9fb2485b5b1f5bb1c2c214ff13368431e51fc9a09"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:54a62808ac74b5e55a04a408cda6156f986cefbcf0ada13572696b507cc92fa1"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:68269e60ee4929893aad82666821aaacbd455284124817af45c11e50a4b42e3c"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:34d142fba9c464bc3bbfeff15c96eab0e7310343d6aefb62a79d51421fcc5f1b"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ddc373e0eef45b59197de815b1b28ef89ae3955e7722cc9710fb91cd77b7f47"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:77e6f57a20b9bd4e1e2cedda4d0b986ebd0216236f0106e55c28aea3d3d69b16"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08e77738ed7538f036cd1170cbed942ef749137b1311fa2bbe2a7fda2f6bf3cc"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a5ce1e481a74b44dd5e92ff03ea0cb371ae7a0268318e202be06c8f04f4f1246"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:fc2ace710ba7c1dfd1a3b42530b62b9ceed115f19a1656adefce7b1782a37794"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:3452046c37c7692bd52b0e752b87954ef86ee2224e624ef7ce6cb21e8c41cc1b"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:7e9a60b50fe8b2ec6f448fe8d81b07e40141bfced7f896309df271a0b92f80f3"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:918139571133f366e8362fa4a297aeba86c7816b7ecf0bc79168080e2bd79957"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e063ef9f89885a1d68dd8b2e18f5ead48653176d10a0e324e3b0030e3a69adeb"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-win_amd64.whl", hash = "sha256:a17b7c4f5b2c51bb68ed379defd608a03954a1845dfed7cc0117f1cc8a9b7fd2"},
+    {file = "kiwisolver-1.4.8-cp313-cp313-win_arm64.whl", hash = "sha256:3cd3bc628b25f74aedc6d374d5babf0166a92ff1317f46267f12d2ed54bc1d30"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:370fd2df41660ed4e26b8c9d6bbcad668fbe2560462cba151a721d49e5b6628c"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:84a2f830d42707de1d191b9490ac186bf7997a9495d4e9072210a1296345f7dc"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:7a3ad337add5148cf51ce0b55642dc551c0b9d6248458a757f98796ca7348712"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7506488470f41169b86d8c9aeff587293f530a23a23a49d6bc64dab66bedc71e"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f0121b07b356a22fb0414cec4666bbe36fd6d0d759db3d37228f496ed67c880"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d6d6bd87df62c27d4185de7c511c6248040afae67028a8a22012b010bc7ad062"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:291331973c64bb9cce50bbe871fb2e675c4331dab4f31abe89f175ad7679a4d7"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:893f5525bb92d3d735878ec00f781b2de998333659507d29ea4466208df37bed"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:b47a465040146981dc9db8647981b8cb96366fbc8d452b031e4f8fdffec3f26d"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:99cea8b9dd34ff80c521aef46a1dddb0dcc0283cf18bde6d756f1e6f31772165"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:151dffc4865e5fe6dafce5480fab84f950d14566c480c08a53c663a0020504b6"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:577facaa411c10421314598b50413aa1ebcf5126f704f1e5d72d7e4e9f020d90"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:be4816dc51c8a471749d664161b434912eee82f2ea66bd7628bd14583a833e85"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:e7a019419b7b510f0f7c9dceff8c5eae2392037eae483a7f9162625233802b0a"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:286b18e86682fd2217a48fc6be6b0f20c1d0ed10958d8dc53453ad58d7be0bf8"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4191ee8dfd0be1c3666ccbac178c5a05d5f8d689bbe3fc92f3c4abec817f8fe0"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7cd2785b9391f2873ad46088ed7599a6a71e762e1ea33e87514b1a441ed1da1c"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c07b29089b7ba090b6f1a669f1411f27221c3662b3a1b7010e67b59bb5a6f10b"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:65ea09a5a3faadd59c2ce96dc7bf0f364986a315949dc6374f04396b0d60e09b"},
+    {file = "kiwisolver-1.4.8.tar.gz", hash = "sha256:23d5f023bdc8c7e54eb65f03ca5d5bb25b601eac4d7f1a042888a1f45237987e"},
+]
+
+[[package]]
+name = "matplotlib"
+version = "3.10.0"
+description = "Python plotting package"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"},
+    {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"},
+    {file = "matplotlib-3.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:607b16c8a73943df110f99ee2e940b8a1cbf9714b65307c040d422558397dac5"},
+    {file = "matplotlib-3.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:01d2b19f13aeec2e759414d3bfe19ddfb16b13a1250add08d46d5ff6f9be83c6"},
+    {file = "matplotlib-3.10.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e6c6461e1fc63df30bf6f80f0b93f5b6784299f721bc28530477acd51bfc3d1"},
+    {file = "matplotlib-3.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:994c07b9d9fe8d25951e3202a68c17900679274dadfc1248738dcfa1bd40d7f3"},
+    {file = "matplotlib-3.10.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:fd44fc75522f58612ec4a33958a7e5552562b7705b42ef1b4f8c0818e304a363"},
+    {file = "matplotlib-3.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c58a9622d5dbeb668f407f35f4e6bfac34bb9ecdcc81680c04d0258169747997"},
+    {file = "matplotlib-3.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:845d96568ec873be63f25fa80e9e7fae4be854a66a7e2f0c8ccc99e94a8bd4ef"},
+    {file = "matplotlib-3.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5439f4c5a3e2e8eab18e2f8c3ef929772fd5641876db71f08127eed95ab64683"},
+    {file = "matplotlib-3.10.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4673ff67a36152c48ddeaf1135e74ce0d4bce1bbf836ae40ed39c29edf7e2765"},
+    {file = "matplotlib-3.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:7e8632baebb058555ac0cde75db885c61f1212e47723d63921879806b40bec6a"},
+    {file = "matplotlib-3.10.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4659665bc7c9b58f8c00317c3c2a299f7f258eeae5a5d56b4c64226fca2f7c59"},
+    {file = "matplotlib-3.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d44cb942af1693cced2604c33a9abcef6205601c445f6d0dc531d813af8a2f5a"},
+    {file = "matplotlib-3.10.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a994f29e968ca002b50982b27168addfd65f0105610b6be7fa515ca4b5307c95"},
+    {file = "matplotlib-3.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9b0558bae37f154fffda54d779a592bc97ca8b4701f1c710055b609a3bac44c8"},
+    {file = "matplotlib-3.10.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:503feb23bd8c8acc75541548a1d709c059b7184cde26314896e10a9f14df5f12"},
+    {file = "matplotlib-3.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:c40ba2eb08b3f5de88152c2333c58cee7edcead0a2a0d60fcafa116b17117adc"},
+    {file = "matplotlib-3.10.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:96f2886f5c1e466f21cc41b70c5a0cd47bfa0015eb2d5793c88ebce658600e25"},
+    {file = "matplotlib-3.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:12eaf48463b472c3c0f8dbacdbf906e573013df81a0ab82f0616ea4b11281908"},
+    {file = "matplotlib-3.10.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2fbbabc82fde51391c4da5006f965e36d86d95f6ee83fb594b279564a4c5d0d2"},
+    {file = "matplotlib-3.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad2e15300530c1a94c63cfa546e3b7864bd18ea2901317bae8bbf06a5ade6dcf"},
+    {file = "matplotlib-3.10.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3547d153d70233a8496859097ef0312212e2689cdf8d7ed764441c77604095ae"},
+    {file = "matplotlib-3.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:c55b20591ced744aa04e8c3e4b7543ea4d650b6c3c4b208c08a05b4010e8b442"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9ade1003376731a971e398cc4ef38bb83ee8caf0aee46ac6daa4b0506db1fd06"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:95b710fea129c76d30be72c3b38f330269363fbc6e570a5dd43580487380b5ff"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5cdbaf909887373c3e094b0318d7ff230b2ad9dcb64da7ade654182872ab2593"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d907fddb39f923d011875452ff1eca29a9e7f21722b873e90db32e5d8ddff12e"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:3b427392354d10975c1d0f4ee18aa5844640b512d5311ef32efd4dd7db106ede"},
+    {file = "matplotlib-3.10.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5fd41b0ec7ee45cd960a8e71aea7c946a28a0b8a4dcee47d2856b2af051f334c"},
+    {file = "matplotlib-3.10.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:81713dd0d103b379de4516b861d964b1d789a144103277769238c732229d7f03"},
+    {file = "matplotlib-3.10.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:359f87baedb1f836ce307f0e850d12bb5f1936f70d035561f90d41d305fdacea"},
+    {file = "matplotlib-3.10.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae80dc3a4add4665cf2faa90138384a7ffe2a4e37c58d83e115b54287c4f06ef"},
+    {file = "matplotlib-3.10.0.tar.gz", hash = "sha256:b886d02a581b96704c9d1ffe55709e49b4d2d52709ccebc4be42db856e511278"},
+]
+
+[package.dependencies]
+contourpy = ">=1.0.1"
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.23"
+packaging = ">=20.0"
+pillow = ">=8"
+pyparsing = ">=2.3.1"
+python-dateutil = ">=2.7"
+
+[package.extras]
+dev = ["meson-python (>=0.13.1,<0.17.0)", "pybind11 (>=2.13.2,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
+]
+
+[[package]]
+name = "numpy"
+version = "2.2.1"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "numpy-2.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5edb4e4caf751c1518e6a26a83501fda79bff41cc59dac48d70e6d65d4ec4440"},
+    {file = "numpy-2.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aa3017c40d513ccac9621a2364f939d39e550c542eb2a894b4c8da92b38896ab"},
+    {file = "numpy-2.2.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:61048b4a49b1c93fe13426e04e04fdf5a03f456616f6e98c7576144677598675"},
+    {file = "numpy-2.2.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:7671dc19c7019103ca44e8d94917eba8534c76133523ca8406822efdd19c9308"},
+    {file = "numpy-2.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4250888bcb96617e00bfa28ac24850a83c9f3a16db471eca2ee1f1714df0f957"},
+    {file = "numpy-2.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a7746f235c47abc72b102d3bce9977714c2444bdfaea7888d241b4c4bb6a78bf"},
+    {file = "numpy-2.2.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:059e6a747ae84fce488c3ee397cee7e5f905fd1bda5fb18c66bc41807ff119b2"},
+    {file = "numpy-2.2.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f62aa6ee4eb43b024b0e5a01cf65a0bb078ef8c395e8713c6e8a12a697144528"},
+    {file = "numpy-2.2.1-cp310-cp310-win32.whl", hash = "sha256:48fd472630715e1c1c89bf1feab55c29098cb403cc184b4859f9c86d4fcb6a95"},
+    {file = "numpy-2.2.1-cp310-cp310-win_amd64.whl", hash = "sha256:b541032178a718c165a49638d28272b771053f628382d5e9d1c93df23ff58dbf"},
+    {file = "numpy-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:40f9e544c1c56ba8f1cf7686a8c9b5bb249e665d40d626a23899ba6d5d9e1484"},
+    {file = "numpy-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f9b57eaa3b0cd8db52049ed0330747b0364e899e8a606a624813452b8203d5f7"},
+    {file = "numpy-2.2.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:bc8a37ad5b22c08e2dbd27df2b3ef7e5c0864235805b1e718a235bcb200cf1cb"},
+    {file = "numpy-2.2.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:9036d6365d13b6cbe8f27a0eaf73ddcc070cae584e5ff94bb45e3e9d729feab5"},
+    {file = "numpy-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51faf345324db860b515d3f364eaa93d0e0551a88d6218a7d61286554d190d73"},
+    {file = "numpy-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:38efc1e56b73cc9b182fe55e56e63b044dd26a72128fd2fbd502f75555d92591"},
+    {file = "numpy-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:31b89fa67a8042e96715c68e071a1200c4e172f93b0fbe01a14c0ff3ff820fc8"},
+    {file = "numpy-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4c86e2a209199ead7ee0af65e1d9992d1dce7e1f63c4b9a616500f93820658d0"},
+    {file = "numpy-2.2.1-cp311-cp311-win32.whl", hash = "sha256:b34d87e8a3090ea626003f87f9392b3929a7bbf4104a05b6667348b6bd4bf1cd"},
+    {file = "numpy-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:360137f8fb1b753c5cde3ac388597ad680eccbbbb3865ab65efea062c4a1fd16"},
+    {file = "numpy-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:694f9e921a0c8f252980e85bce61ebbd07ed2b7d4fa72d0e4246f2f8aa6642ab"},
+    {file = "numpy-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3683a8d166f2692664262fd4900f207791d005fb088d7fdb973cc8d663626faa"},
+    {file = "numpy-2.2.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:780077d95eafc2ccc3ced969db22377b3864e5b9a0ea5eb347cc93b3ea900315"},
+    {file = "numpy-2.2.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:55ba24ebe208344aa7a00e4482f65742969a039c2acfcb910bc6fcd776eb4355"},
+    {file = "numpy-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b1d07b53b78bf84a96898c1bc139ad7f10fda7423f5fd158fd0f47ec5e01ac7"},
+    {file = "numpy-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5062dc1a4e32a10dc2b8b13cedd58988261416e811c1dc4dbdea4f57eea61b0d"},
+    {file = "numpy-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:fce4f615f8ca31b2e61aa0eb5865a21e14f5629515c9151850aa936c02a1ee51"},
+    {file = "numpy-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:67d4cda6fa6ffa073b08c8372aa5fa767ceb10c9a0587c707505a6d426f4e046"},
+    {file = "numpy-2.2.1-cp312-cp312-win32.whl", hash = "sha256:32cb94448be47c500d2c7a95f93e2f21a01f1fd05dd2beea1ccd049bb6001cd2"},
+    {file = "numpy-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:ba5511d8f31c033a5fcbda22dd5c813630af98c70b2661f2d2c654ae3cdfcfc8"},
+    {file = "numpy-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f1d09e520217618e76396377c81fba6f290d5f926f50c35f3a5f72b01a0da780"},
+    {file = "numpy-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3ecc47cd7f6ea0336042be87d9e7da378e5c7e9b3c8ad0f7c966f714fc10d821"},
+    {file = "numpy-2.2.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:f419290bc8968a46c4933158c91a0012b7a99bb2e465d5ef5293879742f8797e"},
+    {file = "numpy-2.2.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:5b6c390bfaef8c45a260554888966618328d30e72173697e5cabe6b285fb2348"},
+    {file = "numpy-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:526fc406ab991a340744aad7e25251dd47a6720a685fa3331e5c59fef5282a59"},
+    {file = "numpy-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f74e6fdeb9a265624ec3a3918430205dff1df7e95a230779746a6af78bc615af"},
+    {file = "numpy-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:53c09385ff0b72ba79d8715683c1168c12e0b6e84fb0372e97553d1ea91efe51"},
+    {file = "numpy-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f3eac17d9ec51be534685ba877b6ab5edc3ab7ec95c8f163e5d7b39859524716"},
+    {file = "numpy-2.2.1-cp313-cp313-win32.whl", hash = "sha256:9ad014faa93dbb52c80d8f4d3dcf855865c876c9660cb9bd7553843dd03a4b1e"},
+    {file = "numpy-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:164a829b6aacf79ca47ba4814b130c4020b202522a93d7bff2202bfb33b61c60"},
+    {file = "numpy-2.2.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4dfda918a13cc4f81e9118dea249e192ab167a0bb1966272d5503e39234d694e"},
+    {file = "numpy-2.2.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:733585f9f4b62e9b3528dd1070ec4f52b8acf64215b60a845fa13ebd73cd0712"},
+    {file = "numpy-2.2.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:89b16a18e7bba224ce5114db863e7029803c179979e1af6ad6a6b11f70545008"},
+    {file = "numpy-2.2.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:676f4eebf6b2d430300f1f4f4c2461685f8269f94c89698d832cdf9277f30b84"},
+    {file = "numpy-2.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27f5cdf9f493b35f7e41e8368e7d7b4bbafaf9660cba53fb21d2cd174ec09631"},
+    {file = "numpy-2.2.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c1ad395cf254c4fbb5b2132fee391f361a6e8c1adbd28f2cd8e79308a615fe9d"},
+    {file = "numpy-2.2.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:08ef779aed40dbc52729d6ffe7dd51df85796a702afbf68a4f4e41fafdc8bda5"},
+    {file = "numpy-2.2.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:26c9c4382b19fcfbbed3238a14abf7ff223890ea1936b8890f058e7ba35e8d71"},
+    {file = "numpy-2.2.1-cp313-cp313t-win32.whl", hash = "sha256:93cf4e045bae74c90ca833cba583c14b62cb4ba2cba0abd2b141ab52548247e2"},
+    {file = "numpy-2.2.1-cp313-cp313t-win_amd64.whl", hash = "sha256:bff7d8ec20f5f42607599f9994770fa65d76edca264a87b5e4ea5629bce12268"},
+    {file = "numpy-2.2.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7ba9cc93a91d86365a5d270dee221fdc04fb68d7478e6bf6af650de78a8339e3"},
+    {file = "numpy-2.2.1-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:3d03883435a19794e41f147612a77a8f56d4e52822337844fff3d4040a142964"},
+    {file = "numpy-2.2.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4511d9e6071452b944207c8ce46ad2f897307910b402ea5fa975da32e0102800"},
+    {file = "numpy-2.2.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5c5cc0cbabe9452038ed984d05ac87910f89370b9242371bd9079cb4af61811e"},
+    {file = "numpy-2.2.1.tar.gz", hash = "sha256:45681fd7128c8ad1c379f0ca0776a8b0c6583d2f69889ddac01559dfe4390918"},
+]
+
+[[package]]
+name = "packaging"
+version = "24.2"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
+    {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
+]
+
+[[package]]
+name = "pillow"
+version = "11.1.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
+    {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
+    {file = "pillow-11.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a07dba04c5e22824816b2615ad7a7484432d7f540e6fa86af60d2de57b0fcee2"},
+    {file = "pillow-11.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e267b0ed063341f3e60acd25c05200df4193e15a4a5807075cd71225a2386e26"},
+    {file = "pillow-11.1.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:bd165131fd51697e22421d0e467997ad31621b74bfc0b75956608cb2906dda07"},
+    {file = "pillow-11.1.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:abc56501c3fd148d60659aae0af6ddc149660469082859fa7b066a298bde9482"},
+    {file = "pillow-11.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:54ce1c9a16a9561b6d6d8cb30089ab1e5eb66918cb47d457bd996ef34182922e"},
+    {file = "pillow-11.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:73ddde795ee9b06257dac5ad42fcb07f3b9b813f8c1f7f870f402f4dc54b5269"},
+    {file = "pillow-11.1.0-cp310-cp310-win32.whl", hash = "sha256:3a5fe20a7b66e8135d7fd617b13272626a28278d0e578c98720d9ba4b2439d49"},
+    {file = "pillow-11.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:b6123aa4a59d75f06e9dd3dac5bf8bc9aa383121bb3dd9a7a612e05eabc9961a"},
+    {file = "pillow-11.1.0-cp310-cp310-win_arm64.whl", hash = "sha256:a76da0a31da6fcae4210aa94fd779c65c75786bc9af06289cd1c184451ef7a65"},
+    {file = "pillow-11.1.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:e06695e0326d05b06833b40b7ef477e475d0b1ba3a6d27da1bb48c23209bf457"},
+    {file = "pillow-11.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:96f82000e12f23e4f29346e42702b6ed9a2f2fea34a740dd5ffffcc8c539eb35"},
+    {file = "pillow-11.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3cd561ded2cf2bbae44d4605837221b987c216cff94f49dfeed63488bb228d2"},
+    {file = "pillow-11.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f189805c8be5ca5add39e6f899e6ce2ed824e65fb45f3c28cb2841911da19070"},
+    {file = "pillow-11.1.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:dd0052e9db3474df30433f83a71b9b23bd9e4ef1de13d92df21a52c0303b8ab6"},
+    {file = "pillow-11.1.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:837060a8599b8f5d402e97197d4924f05a2e0d68756998345c829c33186217b1"},
+    {file = "pillow-11.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:aa8dd43daa836b9a8128dbe7d923423e5ad86f50a7a14dc688194b7be5c0dea2"},
+    {file = "pillow-11.1.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0a2f91f8a8b367e7a57c6e91cd25af510168091fb89ec5146003e424e1558a96"},
+    {file = "pillow-11.1.0-cp311-cp311-win32.whl", hash = "sha256:c12fc111ef090845de2bb15009372175d76ac99969bdf31e2ce9b42e4b8cd88f"},
+    {file = "pillow-11.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:fbd43429d0d7ed6533b25fc993861b8fd512c42d04514a0dd6337fb3ccf22761"},
+    {file = "pillow-11.1.0-cp311-cp311-win_arm64.whl", hash = "sha256:f7955ecf5609dee9442cbface754f2c6e541d9e6eda87fad7f7a989b0bdb9d71"},
+    {file = "pillow-11.1.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2062ffb1d36544d42fcaa277b069c88b01bb7298f4efa06731a7fd6cc290b81a"},
+    {file = "pillow-11.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a85b653980faad27e88b141348707ceeef8a1186f75ecc600c395dcac19f385b"},
+    {file = "pillow-11.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9409c080586d1f683df3f184f20e36fb647f2e0bc3988094d4fd8c9f4eb1b3b3"},
+    {file = "pillow-11.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7fdadc077553621911f27ce206ffcbec7d3f8d7b50e0da39f10997e8e2bb7f6a"},
+    {file = "pillow-11.1.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:93a18841d09bcdd774dcdc308e4537e1f867b3dec059c131fde0327899734aa1"},
+    {file = "pillow-11.1.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:9aa9aeddeed452b2f616ff5507459e7bab436916ccb10961c4a382cd3e03f47f"},
+    {file = "pillow-11.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3cdcdb0b896e981678eee140d882b70092dac83ac1cdf6b3a60e2216a73f2b91"},
+    {file = "pillow-11.1.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:36ba10b9cb413e7c7dfa3e189aba252deee0602c86c309799da5a74009ac7a1c"},
+    {file = "pillow-11.1.0-cp312-cp312-win32.whl", hash = "sha256:cfd5cd998c2e36a862d0e27b2df63237e67273f2fc78f47445b14e73a810e7e6"},
+    {file = "pillow-11.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:a697cd8ba0383bba3d2d3ada02b34ed268cb548b369943cd349007730c92bddf"},
+    {file = "pillow-11.1.0-cp312-cp312-win_arm64.whl", hash = "sha256:4dd43a78897793f60766563969442020e90eb7847463eca901e41ba186a7d4a5"},
+    {file = "pillow-11.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ae98e14432d458fc3de11a77ccb3ae65ddce70f730e7c76140653048c71bfcbc"},
+    {file = "pillow-11.1.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cc1331b6d5a6e144aeb5e626f4375f5b7ae9934ba620c0ac6b3e43d5e683a0f0"},
+    {file = "pillow-11.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:758e9d4ef15d3560214cddbc97b8ef3ef86ce04d62ddac17ad39ba87e89bd3b1"},
+    {file = "pillow-11.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b523466b1a31d0dcef7c5be1f20b942919b62fd6e9a9be199d035509cbefc0ec"},
+    {file = "pillow-11.1.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:9044b5e4f7083f209c4e35aa5dd54b1dd5b112b108648f5c902ad586d4f945c5"},
+    {file = "pillow-11.1.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:3764d53e09cdedd91bee65c2527815d315c6b90d7b8b79759cc48d7bf5d4f114"},
+    {file = "pillow-11.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:31eba6bbdd27dde97b0174ddf0297d7a9c3a507a8a1480e1e60ef914fe23d352"},
+    {file = "pillow-11.1.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b5d658fbd9f0d6eea113aea286b21d3cd4d3fd978157cbf2447a6035916506d3"},
+    {file = "pillow-11.1.0-cp313-cp313-win32.whl", hash = "sha256:f86d3a7a9af5d826744fabf4afd15b9dfef44fe69a98541f666f66fbb8d3fef9"},
+    {file = "pillow-11.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:593c5fd6be85da83656b93ffcccc2312d2d149d251e98588b14fbc288fd8909c"},
+    {file = "pillow-11.1.0-cp313-cp313-win_arm64.whl", hash = "sha256:11633d58b6ee5733bde153a8dafd25e505ea3d32e261accd388827ee987baf65"},
+    {file = "pillow-11.1.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:70ca5ef3b3b1c4a0812b5c63c57c23b63e53bc38e758b37a951e5bc466449861"},
+    {file = "pillow-11.1.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:8000376f139d4d38d6851eb149b321a52bb8893a88dae8ee7d95840431977081"},
+    {file = "pillow-11.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ee85f0696a17dd28fbcfceb59f9510aa71934b483d1f5601d1030c3c8304f3c"},
+    {file = "pillow-11.1.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:dd0e081319328928531df7a0e63621caf67652c8464303fd102141b785ef9547"},
+    {file = "pillow-11.1.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e63e4e5081de46517099dc30abe418122f54531a6ae2ebc8680bcd7096860eab"},
+    {file = "pillow-11.1.0-cp313-cp313t-win32.whl", hash = "sha256:dda60aa465b861324e65a78c9f5cf0f4bc713e4309f83bc387be158b077963d9"},
+    {file = "pillow-11.1.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ad5db5781c774ab9a9b2c4302bbf0c1014960a0a7be63278d13ae6fdf88126fe"},
+    {file = "pillow-11.1.0-cp313-cp313t-win_arm64.whl", hash = "sha256:67cd427c68926108778a9005f2a04adbd5e67c442ed21d95389fe1d595458756"},
+    {file = "pillow-11.1.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:bf902d7413c82a1bfa08b06a070876132a5ae6b2388e2712aab3a7cbc02205c6"},
+    {file = "pillow-11.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c1eec9d950b6fe688edee07138993e54ee4ae634c51443cfb7c1e7613322718e"},
+    {file = "pillow-11.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e275ee4cb11c262bd108ab2081f750db2a1c0b8c12c1897f27b160c8bd57bbc"},
+    {file = "pillow-11.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4db853948ce4e718f2fc775b75c37ba2efb6aaea41a1a5fc57f0af59eee774b2"},
+    {file = "pillow-11.1.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:ab8a209b8485d3db694fa97a896d96dd6533d63c22829043fd9de627060beade"},
+    {file = "pillow-11.1.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:54251ef02a2309b5eec99d151ebf5c9904b77976c8abdcbce7891ed22df53884"},
+    {file = "pillow-11.1.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:5bb94705aea800051a743aa4874bb1397d4695fb0583ba5e425ee0328757f196"},
+    {file = "pillow-11.1.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:89dbdb3e6e9594d512780a5a1c42801879628b38e3efc7038094430844e271d8"},
+    {file = "pillow-11.1.0-cp39-cp39-win32.whl", hash = "sha256:e5449ca63da169a2e6068dd0e2fcc8d91f9558aba89ff6d02121ca8ab11e79e5"},
+    {file = "pillow-11.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:3362c6ca227e65c54bf71a5f88b3d4565ff1bcbc63ae72c34b07bbb1cc59a43f"},
+    {file = "pillow-11.1.0-cp39-cp39-win_arm64.whl", hash = "sha256:b20be51b37a75cc54c2c55def3fa2c65bb94ba859dde241cd0a4fd302de5ae0a"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:8c730dc3a83e5ac137fbc92dfcfe1511ce3b2b5d7578315b63dbbb76f7f51d90"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:7d33d2fae0e8b170b6a6c57400e077412240f6f5bb2a342cf1ee512a787942bb"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a8d65b38173085f24bc07f8b6c505cbb7418009fa1a1fcb111b1f4961814a442"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:015c6e863faa4779251436db398ae75051469f7c903b043a48f078e437656f83"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d44ff19eea13ae4acdaaab0179fa68c0c6f2f45d66a4d8ec1eda7d6cecbcc15f"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:d3d8da4a631471dfaf94c10c85f5277b1f8e42ac42bade1ac67da4b4a7359b73"},
+    {file = "pillow-11.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:4637b88343166249fe8aa94e7c4a62a180c4b3898283bb5d3d2fd5fe10d8e4e0"},
+    {file = "pillow-11.1.0.tar.gz", hash = "sha256:368da70808b36d73b4b390a8ffac11069f8a5c85f29eff1f1b01bcf3ef5b2a20"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
+
+[[package]]
+name = "platformdirs"
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
+]
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
+
+[[package]]
+name = "pluggy"
+version = "1.5.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
+    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "pycodestyle"
+version = "2.12.1"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"},
+    {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"},
+]
+
+[[package]]
+name = "pyflakes"
+version = "3.2.0"
+description = "passive checker of Python programs"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"},
+    {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"},
+]
+
+[[package]]
+name = "pyparsing"
+version = "3.2.1"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
+    {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "pyproject-api"
+version = "1.8.0"
+description = "API to interact with the python pyproject.toml based projects"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyproject_api-1.8.0-py3-none-any.whl", hash = "sha256:3d7d347a047afe796fd5d1885b1e391ba29be7169bd2f102fcd378f04273d228"},
+    {file = "pyproject_api-1.8.0.tar.gz", hash = "sha256:77b8049f2feb5d33eefcc21b57f1e279636277a8ac8ad6b5871037b243778496"},
+]
+
+[package.dependencies]
+packaging = ">=24.1"
+
+[package.extras]
+docs = ["furo (>=2024.8.6)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "pytest (>=8.3.3)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "setuptools (>=75.1)"]
+
+[[package]]
+name = "pyserial"
+version = "3.5"
+description = "Python Serial Port Extension"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyserial-3.5-py2.py3-none-any.whl", hash = "sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0"},
+    {file = "pyserial-3.5.tar.gz", hash = "sha256:3c77e014170dfffbd816e6ffc205e9842efb10be9f58ec16d3e8675b4925cddb"},
+]
+
+[package.extras]
+cp2110 = ["hidapi"]
+
+[[package]]
+name = "pytest"
+version = "8.3.4"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
+    {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=1.5,<2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-cov"
+version = "6.0.0"
+description = "Pytest plugin for measuring coverage."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"},
+    {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"},
+]
+
+[package.dependencies]
+coverage = {version = ">=7.5", extras = ["toml"]}
+pytest = ">=4.6"
+
+[package.extras]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "scipy"
+version = "1.15.0"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "scipy-1.15.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:aeac60d3562a7bf2f35549bdfdb6b1751c50590f55ce7322b4b2fc821dc27fca"},
+    {file = "scipy-1.15.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5abbdc6ede5c5fed7910cf406a948e2c0869231c0db091593a6b2fa78be77e5d"},
+    {file = "scipy-1.15.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:eb1533c59f0ec6c55871206f15a5c72d1fae7ad3c0a8ca33ca88f7c309bbbf8c"},
+    {file = "scipy-1.15.0-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:de112c2dae53107cfeaf65101419662ac0a54e9a088c17958b51c95dac5de56d"},
+    {file = "scipy-1.15.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2240e1fd0782e62e1aacdc7234212ee271d810f67e9cd3b8d521003a82603ef8"},
+    {file = "scipy-1.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d35aef233b098e4de88b1eac29f0df378278e7e250a915766786b773309137c4"},
+    {file = "scipy-1.15.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1b29e4fc02e155a5fd1165f1e6a73edfdd110470736b0f48bcbe48083f0eee37"},
+    {file = "scipy-1.15.0-cp310-cp310-win_amd64.whl", hash = "sha256:0e5b34f8894f9904cc578008d1a9467829c1817e9f9cb45e6d6eeb61d2ab7731"},
+    {file = "scipy-1.15.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:46e91b5b16909ff79224b56e19cbad65ca500b3afda69225820aa3afbf9ec020"},
+    {file = "scipy-1.15.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:82bff2eb01ccf7cea8b6ee5274c2dbeadfdac97919da308ee6d8e5bcbe846443"},
+    {file = "scipy-1.15.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:9c8254fe21dd2c6c8f7757035ec0c31daecf3bb3cffd93bc1ca661b731d28136"},
+    {file = "scipy-1.15.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:c9624eeae79b18cab1a31944b5ef87aa14b125d6ab69b71db22f0dbd962caf1e"},
+    {file = "scipy-1.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d13bbc0658c11f3d19df4138336e4bce2c4fbd78c2755be4bf7b8e235481557f"},
+    {file = "scipy-1.15.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bdca4c7bb8dc41307e5f39e9e5d19c707d8e20a29845e7533b3bb20a9d4ccba0"},
+    {file = "scipy-1.15.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6f376d7c767731477bac25a85d0118efdc94a572c6b60decb1ee48bf2391a73b"},
+    {file = "scipy-1.15.0-cp311-cp311-win_amd64.whl", hash = "sha256:61513b989ee8d5218fbeb178b2d51534ecaddba050db949ae99eeb3d12f6825d"},
+    {file = "scipy-1.15.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:5beb0a2200372b7416ec73fdae94fe81a6e85e44eb49c35a11ac356d2b8eccc6"},
+    {file = "scipy-1.15.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:fde0f3104dfa1dfbc1f230f65506532d0558d43188789eaf68f97e106249a913"},
+    {file = "scipy-1.15.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:35c68f7044b4e7ad73a3e68e513dda946989e523df9b062bd3cf401a1a882192"},
+    {file = "scipy-1.15.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:52475011be29dfcbecc3dfe3060e471ac5155d72e9233e8d5616b84e2b542054"},
+    {file = "scipy-1.15.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5972e3f96f7dda4fd3bb85906a17338e65eaddfe47f750e240f22b331c08858e"},
+    {file = "scipy-1.15.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fe00169cf875bed0b3c40e4da45b57037dc21d7c7bf0c85ed75f210c281488f1"},
+    {file = "scipy-1.15.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:161f80a98047c219c257bf5ce1777c574bde36b9d962a46b20d0d7e531f86863"},
+    {file = "scipy-1.15.0-cp312-cp312-win_amd64.whl", hash = "sha256:327163ad73e54541a675240708244644294cb0a65cca420c9c79baeb9648e479"},
+    {file = "scipy-1.15.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0fcb16eb04d84670722ce8d93b05257df471704c913cb0ff9dc5a1c31d1e9422"},
+    {file = "scipy-1.15.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:767e8cf6562931f8312f4faa7ddea412cb783d8df49e62c44d00d89f41f9bbe8"},
+    {file = "scipy-1.15.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:37ce9394cdcd7c5f437583fc6ef91bd290014993900643fdfc7af9b052d1613b"},
+    {file = "scipy-1.15.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:6d26f17c64abd6c6c2dfb39920f61518cc9e213d034b45b2380e32ba78fde4c0"},
+    {file = "scipy-1.15.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e2448acd79c6374583581a1ded32ac71a00c2b9c62dfa87a40e1dd2520be111"},
+    {file = "scipy-1.15.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:36be480e512d38db67f377add5b759fb117edd987f4791cdf58e59b26962bee4"},
+    {file = "scipy-1.15.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ccb6248a9987193fe74363a2d73b93bc2c546e0728bd786050b7aef6e17db03c"},
+    {file = "scipy-1.15.0-cp313-cp313-win_amd64.whl", hash = "sha256:952d2e9eaa787f0a9e95b6e85da3654791b57a156c3e6609e65cc5176ccfe6f2"},
+    {file = "scipy-1.15.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:b1432102254b6dc7766d081fa92df87832ac25ff0b3d3a940f37276e63eb74ff"},
+    {file = "scipy-1.15.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:4e08c6a36f46abaedf765dd2dfcd3698fa4bd7e311a9abb2d80e33d9b2d72c34"},
+    {file = "scipy-1.15.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:ec915cd26d76f6fc7ae8522f74f5b2accf39546f341c771bb2297f3871934a52"},
+    {file = "scipy-1.15.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:351899dd2a801edd3691622172bc8ea01064b1cada794f8641b89a7dc5418db6"},
+    {file = "scipy-1.15.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e9baff912ea4f78a543d183ed6f5b3bea9784509b948227daaf6f10727a0e2e5"},
+    {file = "scipy-1.15.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:cd9d9198a7fd9a77f0eb5105ea9734df26f41faeb2a88a0e62e5245506f7b6df"},
+    {file = "scipy-1.15.0-cp313-cp313t-win_amd64.whl", hash = "sha256:129f899ed275c0515d553b8d31696924e2ca87d1972421e46c376b9eb87de3d2"},
+    {file = "scipy-1.15.0.tar.gz", hash = "sha256:300742e2cc94e36a2880ebe464a1c8b4352a7b0f3e36ec3d2ac006cdbe0219ac"},
+]
+
+[package.dependencies]
+numpy = ">=1.23.5,<2.5"
+
+[package.extras]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
+doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
+[[package]]
+name = "tox"
+version = "4.23.2"
+description = "tox is a generic virtualenv management and test command line tool"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tox-4.23.2-py3-none-any.whl", hash = "sha256:452bc32bb031f2282881a2118923176445bac783ab97c874b8770ab4c3b76c38"},
+    {file = "tox-4.23.2.tar.gz", hash = "sha256:86075e00e555df6e82e74cfc333917f91ecb47ffbc868dcafbd2672e332f4a2c"},
+]
+
+[package.dependencies]
+cachetools = ">=5.5"
+chardet = ">=5.2"
+colorama = ">=0.4.6"
+filelock = ">=3.16.1"
+packaging = ">=24.1"
+platformdirs = ">=4.3.6"
+pluggy = ">=1.5"
+pyproject-api = ">=1.8"
+virtualenv = ">=20.26.6"
+
+[package.extras]
+test = ["devpi-process (>=1.0.2)", "pytest (>=8.3.3)", "pytest-mock (>=3.14)"]
+
+[[package]]
+name = "virtualenv"
+version = "20.28.1"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "virtualenv-20.28.1-py3-none-any.whl", hash = "sha256:412773c85d4dab0409b83ec36f7a6499e72eaf08c80e81e9576bca61831c71cb"},
+    {file = "virtualenv-20.28.1.tar.gz", hash = "sha256:5d34ab240fdb5d21549b76f9e8ff3af28252f5499fb6d6f031adac4e5a8c5329"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.11"
+content-hash = "e2dfba9b890120dc726d822137c094618592f0204440b71be9ff16d58408e7fc"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..6794349
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,38 @@
+[tool.poetry]
+name = "metaarray"
+version = "2.0.1"
+description = "Meta-info container for numpy ndarray, with associate libraries"
+authors = [ "Sam Hill <s.hill@yorksj.ac.uk>" ]
+license = "GPL-2.0-only"
+readme = "README.md"
+packages = [{include = "metaArray", from = "src"}]
+
+[tool.poetry.dependencies]
+python = ">=3.11"
+numpy = ">=1.21"
+scipy = ">=1.7"
+matplotlib = ">=3.4"
+h5py = ">=3.4"
+pyserial = ">=3.4"
+
+[tool.poetry.group.dev.dependencies]
+pytest = ">=6.1"
+pytest-cov = ">=2.12"
+tox = ">=3.24"
+flake8 = ">=5.0"
+flake8-pyproject = ">=1.2"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.pytest.ini_options]
+pythonpath = [
+  ".", "src",
+]
+
+[tool.flake8]
+per-file-ignores = [
+    'src/metaArray/__init__.py:F401',
+    'src/metaArray/drv_hp4294.py:E221',
+]
diff --git a/requirements_dev.txt b/requirements_dev.txt
index 3d39354..2b5b6ad 100644
--- a/requirements_dev.txt
+++ b/requirements_dev.txt
@@ -2,4 +2,5 @@ tox>=3
 pytest>=6.2
 pytest-cov>=2.12
 flake8>=3.8
+flake8-pyproject>=1.2
 Sphinx>=5.0.1
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 685971d..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,43 +0,0 @@
-[metadata]
-name = metaArray
-version = attr: metaArray.__version__
-description = Meta-info container for numpy ndarray, with associate libraries
-long_description = file: README.md,
-author = Sam Hill, Charley (Yichao) Fan
-platforms = unix, linux, osx, cygwin, win32
-classifiers =
-    Programming Language :: Python :: 3
-    Programming Language :: Python :: 3 :: Only
-    Programming Language :: Python :: 3.8
-    Programming Language :: Python :: 3.9
-    Programming Language :: Python :: 3.10
-    Programming Language :: Python :: 3.11
-    Programming Language :: Python :: 3.12
-
-[options]
-packages =
-    metaArray
-install_requires =
-    numpy>=1.21
-    scipy>=1.7
-    matplotlib>=3.4
-    h5py>=3.4
-    pyserial>=3.4
-
-python_requires = >=3.8
-package_dir =
-    =src
-zip_safe = no
-
-[options.extras_require]
-testing =
-    pytest>=6.1
-    pytest-cov>=2.12
-    tox>=3.24
-	flake8>=5.0
-
-[flake8]
-per-file-ignores =
-    src/metaArray/__init__.py:F401
-    src/metaArray/drv_hp4294.py:E221
-max-line-length = 80
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 40db3e0..0000000
--- a/setup.py
+++ /dev/null
@@ -1,11 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-Created on Mon Mar  2 14:14:28 2020
-
-@author: samhill
-"""
-
-from setuptools import setup
-
-if __name__ == "__main__":
-    setup()
diff --git a/src/metaArray/core.py b/src/metaArray/core.py
index 40ab9be..9b942e7 100644
--- a/src/metaArray/core.py
+++ b/src/metaArray/core.py
@@ -1021,7 +1021,7 @@ def ptp(self, axis: int = None) -> typing.Union[float, npt.NDArray]:
         """
         Peak to peak value of the data array
         """
-        return self.data.ptp(axis)
+        return np.ptp(self.data, axis=axis)
 
     def sum(self, axis: int = None) -> typing.Union[float, npt.NDArray]:
         """
diff --git a/src/metaArray/drv_Tek.py b/src/metaArray/drv_Tek.py
index 8b53789..6bba1c7 100644
--- a/src/metaArray/drv_Tek.py
+++ b/src/metaArray/drv_Tek.py
@@ -11,7 +11,7 @@
 import numpy.typing as npt
 from operator import itemgetter
 from itertools import groupby
-from numpy import array, float_
+from numpy import array, float64
 from struct import unpack
 from decimal import Decimal
 
@@ -322,7 +322,8 @@ def __init__(self, path: str, debug: bool = False,
                     # Very bad, found header but no data!
                     # Show debug info if requested, ignore otherwise
                     if debug:
-                        debug_str += 'Failed to find the following data stream!'
+                        msg = 'Failed to find the following data stream!'
+                        debug_str += msg
                         print(debug_str)
 
                     f_pos += 6
@@ -445,7 +446,7 @@ def __repr__(self) -> str:
                 index_str = "\t" + str(i) + " : "
                 hdr_pos, hdr_len, data_pos, data_len, hdr_dict, unpack_str = entry  # noqa: E501
 
-                desc += index_str + "Header location: " + str(hdr_pos) + linesep
+                desc += index_str + "Header location: " + str(hdr_pos) + linesep  # noqa: E501
                 desc += index_str + "Header length: " + str(hdr_len) + linesep
                 desc += index_str + "Data location: " + str(data_pos) + linesep
                 desc += index_str + "Data length: " + str(data_len) + linesep
@@ -748,8 +749,8 @@ def __init__(self, path: str, debug: bool = False) -> None:
 
         if debug:
             if self.cols != 6:
-                print("\t*** Warning, the file does not contain exactly 6 data \
-                        columns, it may not be a valid TDS2000 csv file.")
+                print("\t*** Warning, the file does not contain exactly 6 \
+                        data columns, it may not be a valid TDS2000 csv file.")
 
             model = self.getrow(15)[:2]
             if (model[0] != 'Model Number') or (model[1][:4] != 'TDS2'):
@@ -845,7 +846,7 @@ def __call__(self) -> metaArray:
         ary.update_range()
         return ary
 
-    def __getitem__(self, key: int) -> npt.NDArray[float_]:
+    def __getitem__(self, key: int) -> npt.NDArray[float64]:
         """
         Return the requested data as numpy array.
 
@@ -921,8 +922,8 @@ def __init__(self, path: str, data_col: int = 1,
 
         if debug:
             if self.cols != 2:
-                print("\t*** Warning, the file does not contain exactly 2 data \
-                        columns, it may not be a valid DPO2000 csv file.")
+                print("\t*** Warning, the file does not contain exactly 2 \
+                        data columns, it may not be a valid DPO2000 csv file.")
 
             model = self.getrow(0)[:2]
             if (model[0] != 'Model') or (model[1][:4] != 'DPO2'):
diff --git a/src/metaArray/drv_csv.py b/src/metaArray/drv_csv.py
index dbf85a9..7c4b6ed 100644
--- a/src/metaArray/drv_csv.py
+++ b/src/metaArray/drv_csv.py
@@ -159,7 +159,8 @@ def getcolumn(self, key: int) -> list[str]:
         Return the column of data as is
         """
         if key > self.cols:
-            raise IndexError(f"list index ({key}) out of range ({self.cols-1})")
+            msg = f"list index ({key}) out of range ({self.cols-1})"
+            raise IndexError(msg)
 
         with open(self.file_path, 'r') as f:
             idx = self.idx
@@ -386,7 +387,7 @@ def to_csv(metAry: metaArray, path: str, debug: bool = False,
 
             f.write(key + FD + val + LS)
 
-        # Write out the content, format depends on the number of data dimensions
+        # Format depends on the number of data dimensions
         if data.ndim == 1:
             # One dimentional data, write out the index - value pairs
 
diff --git a/src/metaArray/drv_flex.py b/src/metaArray/drv_flex.py
index 1bc09e3..6821845 100644
--- a/src/metaArray/drv_flex.py
+++ b/src/metaArray/drv_flex.py
@@ -447,7 +447,7 @@ def __init__(self, path: str = None, debug: bool = False) -> None:
         self.A1 = None          # A1 record structure
 
         self.A_idx = None       # An index of all the A records
-        self.nentry = None      # Number of record entries, i.e. len(self.A_idx)
+        self.nentry = None      # Number of record entries: len(self.A_idx)
 
         # The list of data record descriptions (index)
         self.desc_lst = None
@@ -463,8 +463,8 @@ def __init__(self, path: str = None, debug: bool = False) -> None:
 
         # Check if this agree with the spec
         if header2[0].strip() != 'dat1':
-            print('The first header record do not match description, ' +
-                  'this binary record do not seem to be a Flex data out1 file.')
+            print('The first header record do not match description, this ' +
+                  'binary record do not seem to be a Flex data out1 file.')
 
             raise ValueError(f'Header record 1, {hdr2[0][0]} should be: ' +
                              f'"dat1", got "{header2[0]}" instead.')
@@ -697,7 +697,7 @@ def _index_A_(self) -> None:
                 B[2] = length                       # Length of the array
                 B[3] = (irange, jrange, krange)   # Shape of the array
 
-                # In B1 records, data is truncated in to 1,000,000 length pieces
+                # In B1 records, data is truncated in to 1M length pieces
                 B_parts = 0             # Number of fortran record for B
                 B_pos = i + 1
                 # Difficult to do byte count, could be double precision
@@ -746,7 +746,7 @@ def _index_A_(self) -> None:
             # A_idx[n][2] = time        # Problem time when data was saved
             # A_idx[n][3] = B           # B record structure (type, length,
             #                                                 shape)
-            # A_idx[n][4] = B_pos       # Position of the first Fortran B record
+            # A_idx[n][4] = B_pos       # Position of the 1st Fortran B record
             # A_idx[n][5] = B_parts     # Number of Fortran record parts
             # A_idx[n][6] = [ibegin, jbegin, kbegin]
             # A_idx[n][7] = [iend, jend, kend]
@@ -977,8 +977,8 @@ def __init__(self, path: str = None,
 
         # Check if this agree with the spec
         if header2[0].strip() != 'hist':
-            print('The first header record do not match description, ' +
-                  'this binary record do not seem to be a Flex data out1 file.')
+            print('The first header record do not match description, this ' +
+                  'binary record do not seem to be a Flex data out1 file.')
 
             raise ValueError(f'Header record 1, {hdr2[0][0]} should be: "dat1", got "{header2[0]}" instead')  # noqa: E501
 
@@ -1308,7 +1308,7 @@ def showIndex(self) -> str:
         desc += 'This flex pout hist file is generated at: ' + self.date
         desc += linesep
 
-        desc += 'This file has ' + str(self.nrecd) + ' data records: ' + linesep
+        desc += f'This file has {self.nrecd} data records: {linesep}'
 
         for i in range(len(desc_lst)):
             desc += 'Record number ' + str(i) + ':' + linesep
diff --git a/src/metaArray/drv_hp4294.py b/src/metaArray/drv_hp4294.py
index 829ae79..8a5a53e 100644
--- a/src/metaArray/drv_hp4294.py
+++ b/src/metaArray/drv_hp4294.py
@@ -28,7 +28,7 @@
 
 
 # Alias for type hinting
-np_fc = npt.NDArray[typing.Union[np.float_, np.complex_]]
+np_fc = npt.NDArray[typing.Union[np.float64, np.complex128]]
 
 
 class HP4294A:
@@ -359,8 +359,8 @@ def send_cmd(self, cmd_lst: list[str],
 
         ################################################################
 
-        if reply is False:                  # Not expecting to receive anything,
-            sock.close()                    # close socket straight away
+        if reply is False:              # Not expecting to receive anything,
+            sock.close()                # close socket straight away
             if debug:
                 print('*** Reply is not expected.')
                 print('(-x Closed socket to instrument.')
@@ -461,7 +461,7 @@ def receive(self, sock: socket.socket,
                             # 3 Got enough to analyse the header
                             try:
                                 # 4 Assemble the message received so far
-                                # 4 Try to guess the expected single-data length
+                                # 4 Guess the expected single-data length
                                 exp_len = int(msg[2:8])
                             except ValueError:
                                 # 4 Really couldnt guess, assume ASCII
@@ -547,8 +547,8 @@ def cmd_meas(self, measurement: str = 'IMPH') -> str:
         """
         Set measurement type.
 
-        # MEAS {IMPH|IRIM|LSR|LSQ|CSR|CSQ|CSD|AMPH|ARIM|LPG|LPQ|CPG|CPQ|CPD|COMP
-        #       |IMLS|IMCS|IMLP|IMCP|IMRS|IMQ|IMD|LPR|CPR}
+        # MEAS {IMPH|IRIM|LSR|LSQ|CSR|CSQ|CSD|AMPH|ARIM|LPG|LPQ|CPG|CPQ|CPD|
+        #       COMP|IMLS|IMCS|IMLP|IMCP|IMRS|IMQ|IMD|LPR|CPR}
         """
 
         if measurement in self.meas_dict:
@@ -624,7 +624,7 @@ def cmd_bandwidth(self, bandwidth: int = 1) -> str:
         2 Specifies bandwidth 2.
         3 Specifies bandwidth 3.
         4 Specifies bandwidth 4.
-        5 Specifies bandwidth 5 (longest measurement time, accurate measurement)
+        5 Specifies bandwidth 5 (longest time, accurate measurement)
         """
 
         bw = int(round(bandwidth))
@@ -1234,7 +1234,7 @@ def get_powe(self) -> float:
 
         Sets the oscillator (OSC) power level. To set the oscillator power
         level of each segment when creating the list sweep table, also use this
-        command. To select voltage or current to set the level, use the “POWMOD”
+        command. To select voltage or current to set the level, use “POWMOD”
         command on page 404.
         POWE?
 
diff --git a/src/metaArray/drv_pylab.py b/src/metaArray/drv_pylab.py
index 9478998..db57ae1 100644
--- a/src/metaArray/drv_pylab.py
+++ b/src/metaArray/drv_pylab.py
@@ -675,7 +675,8 @@ def plot2d(metaAry: metaArray, size: tuple[float, float] = (10, 7.5),
 
     extent = (x0, x1, y0, y1)
     cax = ax.imshow(data.transpose()[::-1], cmap=cmap, extent=extent,
-                    interpolation=interpolation, vmin=v0, vmax=v1, aspect=ratio)
+                    interpolation=interpolation, vmin=v0, vmax=v1,
+                    aspect=ratio)
     if show_cbar:
         cbar = fig.colorbar(cax, ticks=ticks, orientation=corient,
                             format=cformat)
diff --git a/src/metaArray/example.py b/src/metaArray/example.py
index 770b7d8..94ad86a 100644
--- a/src/metaArray/example.py
+++ b/src/metaArray/example.py
@@ -172,7 +172,7 @@ def prcs_demo(code: str, summary: str = '') -> str:
 # Begin example codes
 ########################
 main_menu = DemoMenu(title='metaArray demos')
-main_menu.info = 'This is a list of demos to illustrate the usage of metaArray.'
+main_menu.info = 'This is a list of demos to illustrate the usage of metaArray'
 
 ###############################################################################
 # I/O demos
@@ -388,7 +388,8 @@ def data_out1_demo() -> str:
     return prcs_demo(code)
 
 
-demo_data_out1 = DemoItem(title='Read PZFlex flxdato file.', exe=data_out1_demo)
+demo_data_out1 = DemoItem(title='Read PZFlex flxdato file.',
+                          exe=data_out1_demo)
 demo_data_out1.info = 'This demo will illustrate the usage of PZFlex flxdato \
  file interpreter. flxdato files are generated by invoking the DATA OUT1 \
  command in the PZFlex input file.'
@@ -520,8 +521,8 @@ def plot1d_demo() -> str:
 
 
 demo_plot1d = DemoItem(title='Plotting of 1D (A-scan) data.', exe=plot1d_demo)
-demo_plot1d.info = 'This demo will illustrate the usage of the plot1d function \
-for metaArray.'
+demo_plot1d.info = 'This demo will illustrate the usage of the plot1d \
+function for metaArray.'
 plot_menu.add_item(demo_plot1d)
 
 
@@ -572,8 +573,8 @@ def plot2d_demo() -> str:
 
 
 demo_plot2d = DemoItem(title='Plotting of 2D (B-scan) data.', exe=plot2d_demo)
-demo_plot2d.info = 'This demo will illustrate the usage of the plot2d function \
-for metaArray.'
+demo_plot2d.info = 'This demo will illustrate the usage of the plot2d \
+function for metaArray.'
 plot_menu.add_item(demo_plot2d)
 
 
@@ -652,7 +653,7 @@ def cplx_trig_func_demo() -> str:
     return prcs_demo(code)
 
 
-demo_cplx_trig_func = DemoItem(title='Complex trigonometry function generator.',
+demo_cplx_trig_func = DemoItem(title='Complex trigonometry function generator',
                                exe=cplx_trig_func_demo)
 demo_cplx_trig_func.info = 'This demo will illustrate the usage of the \
 cplx_trig_func object, it will return a complex numpy ndarray based on the \
diff --git a/src/metaArray/metaFunc.py b/src/metaArray/metaFunc.py
index 2ded6fa..120323e 100644
--- a/src/metaArray/metaFunc.py
+++ b/src/metaArray/metaFunc.py
@@ -23,7 +23,8 @@
 ####################
 
 
-def padding_calc(metAry: metaArray, min_freq: float = 0., max_freq: float = 1e6,
+def padding_calc(metAry: metaArray, min_freq: float = 0.,
+                 max_freq: float = 1e6,
                  resolution: float = 2048) -> int:
     """
     For a given 1D metaArray, work out the overall length of array necessary
@@ -62,7 +63,7 @@ def meta_fir_len(metAry: metaArray, length: float = 0.005) -> int:
 
     Input:
         metAry      Targed metaArray
-        length      Desire length/duration of the filter as ratio to len(metAry)
+        length      Desire length/duration of filter as ratio to len(metAry)
 
     Output:
         length      Length of the desire FIR filter (Int)
@@ -139,7 +140,8 @@ def meta_lowpass(metAry: metaArray, cut_freq: float,
     Nyquist = ary.get_smp_rate() / 2
 
     # Normalise frequency
-    name_str = 'Low pass filtered at ' + eng_unit(cut_freq, unit='Hz', sigfig=3)
+    name_str = 'Low pass filtered at ' + eng_unit(cut_freq, unit='Hz',
+                                                  sigfig=3)
     freq = float(cut_freq) / Nyquist
 
     # Number of taps
@@ -148,7 +150,8 @@ def meta_lowpass(metAry: metaArray, cut_freq: float,
     elif type(length) is int:
         pass
     else:
-        raise ValueError(f'Unexpected variable type for length: {type(length)}')
+        msg = f'Unexpected variable type for length: {type(length)}'
+        raise ValueError(msg)
 
     # a = [1.]
     b = ss.firwin(length, freq, window=window)
diff --git a/src/metaArray/metaTrans.py b/src/metaArray/metaTrans.py
index 8f979b1..99deed2 100644
--- a/src/metaArray/metaTrans.py
+++ b/src/metaArray/metaTrans.py
@@ -122,7 +122,7 @@ def stfft(metAry: metaArray, tres: int = 100, fres: int = None,
         if gfres > lfres:
             n = (gfres - 1) * 2
         elif gfres < lfres:
-            # No need for padding, but throwing away freq resolution for nothing
+            # No need for padding, but throwing away freq resolution for nada
             if debug:
                 print("Warning, frequency resolution is artificially limited")
         # else gfres = lfres, no need for padding, native fres is just right
@@ -310,7 +310,8 @@ def cwt(x: metaArray, wavelet: MotherMorlet, scale0: typing.Union[int, float],
             print(f"\t line number: {i}\t scale: {str(scl_lst[i])}" +
                   f"\t data length: {len(x.data)}\t wavelet length: " +
                   str(len(d_wavelet)))
-            raise ValueError("Warning: Daughter wavelet is longer than itself!")
+            msg = "Warning: Daughter wavelet is longer than itself!"
+            raise ValueError(msg)
         else:
             line = sp.signal.convolve(data, d_wavelet, mode='same')
 
diff --git a/src/metaArray/misc.py b/src/metaArray/misc.py
index 8d635f5..bdb9a09 100644
--- a/src/metaArray/misc.py
+++ b/src/metaArray/misc.py
@@ -95,8 +95,8 @@ def __init__(self, file_path: str) -> None:
         self.exist = os.access(path, os.F_OK)
         self.baseDir, fname = os.path.split(path)
 
-        # Modify the behaviour if the file does not exit, check if the directory
-        # is writable instead
+        # Modify the behaviour if the file does not exit, check if
+        # the directory is writable instead
         if not self.exist:
             self.write = os.access(self.baseDir, os.W_OK)
 
@@ -152,7 +152,7 @@ def __init__(self, nLambda: float = False, pts: int = False,
         # Private vars
         self.flg_resolved = False
 
-    def __call__(self) -> npt.NDArray[np.complex_]:
+    def __call__(self) -> npt.NDArray[np.complex128]:
         """
         Retrun the complex trigonometic oscillation function
         """
@@ -205,7 +205,7 @@ def __repr__(self) -> str:
 
         return desc
 
-    def get_radian_space(self) -> npt.NDArray[np.float_]:
+    def get_radian_space(self) -> npt.NDArray[np.float64]:
         """
         Return the radian space array of the complex trigonometic
         oscillation object.
@@ -364,7 +364,7 @@ def __init__(self, M: int, w: float = 5.0, s: float = 1.0,
         self.flg_complete = complete
         self.flg_same_len = same_len
 
-    def __call__(self, scale: float) -> npt.NDArray[np.complex_]:
+    def __call__(self, scale: float) -> npt.NDArray[np.complex128]:
         """
         Scale relative to the mother wavelet
 
@@ -393,7 +393,7 @@ def __repr__(self) -> str:
             desc += f"\t {self.name}{os.linesep}"
 
         desc += f"\t Number of points: {self.length}{os.linesep}"
-        desc += f"\t Window range: -{self.s:1.2f}𝜋 to {self.s:1.2}𝜋{os.linesep}"
+        desc += f"\t Window range: -{self.s:1.2f}𝜋 to {self.s:1.2}𝜋{os.linesep}"  # noqa: E501
         desc += f"\t Unit Amplitude: {self.Amplitude}{os.linesep}"
         desc += f"\t Has a characteristic scale of: {self.scale}*2*𝜋"
         desc += os.linesep
@@ -620,7 +620,7 @@ def resample(time: npt.ArrayLike, data: npt.ArrayLike,
 
 def filtfilt(b: npt.ArrayLike, a: npt.ArrayLike, x: npt.ArrayLike,
              axis: int = -1, padtype: str = 'odd',
-             padlen: int = None) -> npt.NDArray[np.float_]:
+             padlen: int = None) -> npt.NDArray[np.float64]:
     """
     Local substitution of the scipy.signal.filtfilt funtion.
 
diff --git a/tests/test_core.py b/tests/test_core.py
index 77dff04..762b647 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -15,7 +15,7 @@
 
 
 @pytest.fixture
-def magic_square() -> npt.NDArray[np.float_]:
+def magic_square() -> npt.NDArray[np.float64]:
     '''Create a magic square for data to pass into metaArray
 
     Creates a 2d array of with length 5 that each column/row sums
@@ -108,7 +108,7 @@ def test_ptp(meta_square: ma.metaArray, magic_square: npt.NDArray[np.int_],
              axis: int) -> None:
     '''Tests to see whether metaArray behaves the same as numpy'''
     meta_max = meta_square.ptp(axis=axis)
-    np_max = magic_square.ptp(axis=axis)
+    np_max = np.ptp(magic_square, axis=axis)
     assert np.array_equal(meta_max, np_max)
 
 
diff --git a/tox.ini b/tox.ini
index edb120d..79f2735 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
-minversion = 3.9
-envlist = clean, py39, py310, py311, py312, flake8
+minversion = 3.11
+envlist = clean, py311, py312, flake8
 isolated_build = true
 
 [testenv]