diff --git a/.github/workflows/ci-linux.yml b/.github/workflows/ci-linux.yml
index 9fd68d1..9001be1 100644
--- a/.github/workflows/ci-linux.yml
+++ b/.github/workflows/ci-linux.yml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.9, "3.10", "3.11"]
+        python-version: [3.9, "3.10", "3.11", "3.12"]
 
     steps:
 
diff --git a/.github/workflows/ci-pixi.yml b/.github/workflows/ci-pixi.yml
index 5cb647c..d4d3442 100644
--- a/.github/workflows/ci-pixi.yml
+++ b/.github/workflows/ci-pixi.yml
@@ -11,15 +11,15 @@ jobs:
       fail-fast: false
       matrix:
         os: ["windows-2022", "macos-latest"]
-        python-version: ["3.9", "3.10", "3.11"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
     defaults:
       run:
         shell: bash -l {0}
     steps:
     - uses: actions/checkout@v3
-    - uses: prefix-dev/setup-pixi@v0.4.1
+    - uses: prefix-dev/setup-pixi@v0.8.1
       with:
-        pixi-version: v0.11.1
+        pixi-version: v0.26.1
         cache: false
     - name: Install
       run: |
diff --git a/pdm.lock b/pdm.lock
index 6d2cf00..342be33 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -3,9 +3,12 @@
 
 [metadata]
 groups = ["default", "build", "dask", "dev", "doc", "lint", "mpi", "pyfftw", "test"]
-strategy = ["cross_platform", "inherit_metadata"]
-lock_version = "4.4.1"
-content_hash = "sha256:ac7197995dc40197c7ba45d3a4638cd0e5257c1795eccc4662bd3321594bbf56"
+strategy = ["inherit_metadata"]
+lock_version = "4.5.0"
+content_hash = "sha256:d8ae1716a6d84ba84fdf4ed0d304fe38810850a5861ef33672e77618f5a19ddd"
+
+[[metadata.targets]]
+requires_python = ">=3.9"
 
 [[package]]
 name = "alabaster"
@@ -20,7 +23,7 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 requires_python = ">=3.8"
 summary = "High level compatibility layer for multiple asynchronous event loop implementations"
 groups = ["doc"]
@@ -31,8 +34,8 @@ dependencies = [
     "typing-extensions>=4.1; python_version < \"3.11\"",
 ]
 files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
 ]
 
 [[package]]
@@ -55,6 +58,7 @@ summary = "Argon2 for Python"
 groups = ["doc"]
 dependencies = [
     "argon2-cffi-bindings",
+    "typing-extensions; python_version < \"3.8\"",
 ]
 files = [
     {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
@@ -82,16 +86,6 @@ files = [
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win32.whl", hash = "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082"},
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win_amd64.whl", hash = "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f"},
     {file = "argon2_cffi_bindings-21.2.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93"},
-    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3e385d1c39c520c08b53d63300c3ecc28622f076f4c2b0e6d7e796e9f6502194"},
-    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c3e3cc67fdb7d82c4718f19b4e7a87123caf8a93fde7e23cf66ac0337d3cb3f"},
-    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5"},
-    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"},
-    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7"},
-    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3b9ef65804859d335dc6b31582cad2c5166f0c3e7975f324d9ffaa34ee7e6583"},
-    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4966ef5848d820776f5f562a7d45fdd70c2f330c961d0d745b784034bd9f48d"},
-    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670"},
-    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
-    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a"},
 ]
 
 [[package]]
@@ -111,7 +105,7 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.1.0"
+version = "3.2.4"
 requires_python = ">=3.8.0"
 summary = "An abstract syntax tree for Python with inference support."
 groups = ["lint"]
@@ -119,8 +113,8 @@ dependencies = [
     "typing-extensions>=4.0.0; python_version < \"3.11\"",
 ]
 files = [
-    {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"},
-    {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"},
+    {file = "astroid-3.2.4-py3-none-any.whl", hash = "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"},
+    {file = "astroid-3.2.4.tar.gz", hash = "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a"},
 ]
 
 [[package]]
@@ -130,6 +124,7 @@ summary = "Annotate AST trees with source code positions"
 groups = ["dev", "doc"]
 dependencies = [
     "six>=1.12.0",
+    "typing; python_version < \"3.5\"",
 ]
 files = [
     {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
@@ -156,6 +151,9 @@ version = "23.2.0"
 requires_python = ">=3.7"
 summary = "Classes Without Boilerplate"
 groups = ["doc"]
+dependencies = [
+    "importlib-metadata; python_version < \"3.8\"",
+]
 files = [
     {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
@@ -163,28 +161,31 @@ files = [
 
 [[package]]
 name = "autopep8"
-version = "2.1.0"
+version = "2.3.1"
 requires_python = ">=3.8"
 summary = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
-groups = ["build", "default"]
+groups = ["default", "build"]
 dependencies = [
-    "pycodestyle>=2.11.0",
+    "pycodestyle>=2.12.0",
     "tomli; python_version < \"3.11\"",
 ]
 files = [
-    {file = "autopep8-2.1.0-py2.py3-none-any.whl", hash = "sha256:2bb76888c5edbcafe6aabab3c47ba534f5a2c2d245c2eddced4a30c4b4946357"},
-    {file = "autopep8-2.1.0.tar.gz", hash = "sha256:1fa8964e4618929488f4ec36795c7ff12924a68b8bf01366c094fc52f770b6e7"},
+    {file = "autopep8-2.3.1-py2.py3-none-any.whl", hash = "sha256:a203fe0fcad7939987422140ab17a930f684763bf7335bdb6709991dd7ef6c2d"},
+    {file = "autopep8-2.3.1.tar.gz", hash = "sha256:8d6c87eba648fdcfc83e29b788910b8643171c395d9c4bcf115ece035b9c9dda"},
 ]
 
 [[package]]
 name = "babel"
-version = "2.14.0"
-requires_python = ">=3.7"
+version = "2.15.0"
+requires_python = ">=3.8"
 summary = "Internationalization utilities"
 groups = ["doc"]
+dependencies = [
+    "pytz>=2015.7; python_version < \"3.9\"",
+]
 files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
+    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
 [[package]]
@@ -203,21 +204,21 @@ files = [
 
 [[package]]
 name = "beniget"
-version = "0.4.1"
-requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "0.4.2.post1"
+requires_python = ">=3.6"
 summary = "Extract semantic information about static Python code"
-groups = ["build", "default"]
+groups = ["default", "build"]
 dependencies = [
-    "gast~=0.5.0",
+    "gast>=0.5.0",
 ]
 files = [
-    {file = "beniget-0.4.1-py3-none-any.whl", hash = "sha256:cb061256631313f9d06031b824f7f403baecaf609b2d3d14d43f23356cf143f2"},
-    {file = "beniget-0.4.1.tar.gz", hash = "sha256:75554b3b8ad0553ce2f607627dad3d95c60c441189875b98e097528f8e23ac0c"},
+    {file = "beniget-0.4.2.post1-py3-none-any.whl", hash = "sha256:e1b336e7b5f2ae201e6cc21f533486669f1b9eccba018dcff5969cd52f1c20ba"},
+    {file = "beniget-0.4.2.post1.tar.gz", hash = "sha256:a0258537e65e7e14ec33a86802f865a667f949bb6c73646d55e42f7c45a052ae"},
 ]
 
 [[package]]
 name = "black"
-version = "24.3.0"
+version = "24.4.2"
 requires_python = ">=3.8"
 summary = "The uncompromising code formatter."
 groups = ["lint"]
@@ -231,24 +232,24 @@ dependencies = [
     "typing-extensions>=4.0.1; python_version < \"3.11\"",
 ]
 files = [
-    {file = "black-24.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7d5e026f8da0322b5662fa7a8e752b3fa2dac1c1cbc213c3d7ff9bdd0ab12395"},
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-    {file = "black-24.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2af80566f43c85f5797365077fb64a393861a3730bd110971ab7a0c94e873e7"},
-    {file = "black-24.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:4be5bb28e090456adfc1255e03967fb67ca846a03be7aadf6249096100ee32d0"},
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 ]
 
 [[package]]
@@ -268,13 +269,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.7.4"
 requires_python = ">=3.6"
 summary = "Python package for providing Mozilla's CA Bundle."
 groups = ["doc"]
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
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 groups = ["dask", "doc", "lint"]
 dependencies = [
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-marker = "sys_platform == \"win32\" or os_name == \"nt\" or platform_system == \"Windows\""
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 [[package]]
@@ -674,7 +676,7 @@ files = [
 
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 summary = "Parallel PyData with Task Scheduling"
 groups = ["dask"]
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+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
 ]
 
 [[package]]
@@ -1166,20 +1182,20 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.2"
+version = "8.1.3"
 requires_python = ">=3.7"
 summary = "Jupyter interactive widgets"
 groups = ["doc"]
 dependencies = [
     "comm>=0.1.3",
     "ipython>=6.1.0",
-    "jupyterlab-widgets~=3.0.10",
+    "jupyterlab-widgets~=3.0.11",
     "traitlets>=4.3.1",
-    "widgetsnbextension~=4.0.10",
+    "widgetsnbextension~=4.0.11",
 ]
 files = [
-    {file = "ipywidgets-8.1.2-py3-none-any.whl", hash = "sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60"},
-    {file = "ipywidgets-8.1.2.tar.gz", hash = "sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9"},
+    {file = "ipywidgets-8.1.3-py3-none-any.whl", hash = "sha256:efafd18f7a142248f7cb0ba890a68b96abd4d6e88ddbda483c9130d12667eaf2"},
+    {file = "ipywidgets-8.1.3.tar.gz", hash = "sha256:f5f9eeaae082b1823ce9eac2575272952f40d748893972956dc09700a6392d9c"},
 ]
 
 [[package]]
@@ -1223,7 +1239,7 @@ files = [
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 requires_python = ">=3.7"
 summary = "A very fast and expressive template engine."
 groups = ["doc"]
@@ -1231,47 +1247,49 @@ dependencies = [
     "MarkupSafe>=2.0",
 ]
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [[package]]
 name = "json5"
-version = "0.9.24"
+version = "0.9.25"
 requires_python = ">=3.8"
 summary = "A Python implementation of the JSON5 data format."
 groups = ["doc"]
 files = [
-    {file = "json5-0.9.24-py3-none-any.whl", hash = "sha256:4ca101fd5c7cb47960c055ef8f4d0e31e15a7c6c48c3b6f1473fc83b6c462a13"},
-    {file = "json5-0.9.24.tar.gz", hash = "sha256:0c638399421da959a20952782800e5c1a78c14e08e1dc9738fa10d8ec14d58c8"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
 [[package]]
 name = "jsonpointer"
-version = "2.4"
-requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+version = "3.0.0"
+requires_python = ">=3.7"
 summary = "Identify specific nodes in a JSON document (RFC 6901) "
 groups = ["doc"]
 files = [
-    {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
-    {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
+    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
+    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.23.0"
 requires_python = ">=3.8"
 summary = "An implementation of JSON Schema validation for Python"
 groups = ["doc"]
 dependencies = [
     "attrs>=22.2.0",
+    "importlib-resources>=1.4.0; python_version < \"3.9\"",
     "jsonschema-specifications>=2023.03.6",
+    "pkgutil-resolve-name>=1.3.10; python_version < \"3.9\"",
     "referencing>=0.28.4",
     "rpds-py>=0.7.1",
 ]
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [[package]]
@@ -1281,6 +1299,7 @@ requires_python = ">=3.8"
 summary = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 groups = ["doc"]
 dependencies = [
+    "importlib-resources>=1.4.0; python_version < \"3.9\"",
     "referencing>=0.31.0",
 ]
 files = [
@@ -1290,7 +1309,7 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.23.0"
 extras = ["format-nongpl"]
 requires_python = ">=3.8"
 summary = "An implementation of JSON Schema validation for Python"
@@ -1300,15 +1319,15 @@ dependencies = [
     "idna",
     "isoduration",
     "jsonpointer>1.13",
-    "jsonschema==4.21.1",
+    "jsonschema==4.23.0",
     "rfc3339-validator",
     "rfc3986-validator>0.1.0",
     "uri-template",
-    "webcolors>=1.11",
+    "webcolors>=24.6.0",
 ]
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [[package]]
@@ -1353,7 +1372,7 @@ files = [
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.1"
+version = "8.6.2"
 requires_python = ">=3.8"
 summary = "Jupyter protocol implementation and client libraries"
 groups = ["doc"]
@@ -1366,8 +1385,8 @@ dependencies = [
     "traitlets>=5.3",
 ]
 files = [
-    {file = "jupyter_client-8.6.1-py3-none-any.whl", hash = "sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f"},
-    {file = "jupyter_client-8.6.1.tar.gz", hash = "sha256:e842515e2bab8e19186d89fdfea7abd15e39dd581f94e399f00e2af5a1652d3f"},
+    {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"},
+    {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"},
 ]
 
 [[package]]
@@ -1429,7 +1448,7 @@ files = [
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.4"
+version = "2.2.5"
 requires_python = ">=3.8"
 summary = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 groups = ["doc"]
@@ -1438,40 +1457,40 @@ dependencies = [
     "jupyter-server>=1.1.2",
 ]
 files = [
-    {file = "jupyter-lsp-2.2.4.tar.gz", hash = "sha256:5e50033149344065348e688608f3c6d654ef06d9856b67655bd7b6bac9ee2d59"},
-    {file = "jupyter_lsp-2.2.4-py3-none-any.whl", hash = "sha256:da61cb63a16b6dff5eac55c2699cc36eac975645adee02c41bdfc03bf4802e77"},
+    {file = "jupyter-lsp-2.2.5.tar.gz", hash = "sha256:793147a05ad446f809fd53ef1cd19a9f5256fd0a2d6b7ce943a982cb4f545001"},
+    {file = "jupyter_lsp-2.2.5-py3-none-any.whl", hash = "sha256:45fbddbd505f3fbfb0b6cb2f1bc5e15e83ab7c79cd6e89416b248cb3c00c11da"},
 ]
 
 [[package]]
 name = "jupyter-server"
-version = "2.13.0"
+version = "2.14.2"
 requires_python = ">=3.8"
 summary = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 groups = ["doc"]
 dependencies = [
     "anyio>=3.1.0",
-    "argon2-cffi",
-    "jinja2",
+    "argon2-cffi>=21.1",
+    "jinja2>=3.0.3",
     "jupyter-client>=7.4.4",
     "jupyter-core!=5.0.*,>=4.12",
     "jupyter-events>=0.9.0",
-    "jupyter-server-terminals",
+    "jupyter-server-terminals>=0.4.4",
     "nbconvert>=6.4.4",
     "nbformat>=5.3.0",
-    "overrides",
-    "packaging",
-    "prometheus-client",
-    "pywinpty; os_name == \"nt\"",
+    "overrides>=5.0",
+    "packaging>=22.0",
+    "prometheus-client>=0.9",
+    "pywinpty>=2.0.1; os_name == \"nt\"",
     "pyzmq>=24",
     "send2trash>=1.8.2",
     "terminado>=0.8.3",
     "tornado>=6.2.0",
     "traitlets>=5.6.0",
-    "websocket-client",
+    "websocket-client>=1.7",
 ]
 files = [
-    {file = "jupyter_server-2.13.0-py3-none-any.whl", hash = "sha256:77b2b49c3831fbbfbdb5048cef4350d12946191f833a24e5f83e5f8f4803e97b"},
-    {file = "jupyter_server-2.13.0.tar.gz", hash = "sha256:c80bfb049ea20053c3d9641c2add4848b38073bf79f1729cea1faed32fc1c78e"},
+    {file = "jupyter_server-2.14.2-py3-none-any.whl", hash = "sha256:47ff506127c2f7851a17bf4713434208fc490955d0e8632e95014a9a9afbeefd"},
+    {file = "jupyter_server-2.14.2.tar.gz", hash = "sha256:66095021aa9638ced276c248b1d81862e4c50f292d575920bbe960de1c56b12b"},
 ]
 
 [[package]]
@@ -1491,7 +1510,7 @@ files = [
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.5"
+version = "4.2.4"
 requires_python = ">=3.8"
 summary = "JupyterLab computational environment"
 groups = ["doc"]
@@ -1499,21 +1518,23 @@ dependencies = [
     "async-lru>=1.0.0",
     "httpx>=0.25.0",
     "importlib-metadata>=4.8.3; python_version < \"3.10\"",
-    "ipykernel",
+    "importlib-resources>=1.4; python_version < \"3.9\"",
+    "ipykernel>=6.5.0",
     "jinja2>=3.0.3",
     "jupyter-core",
     "jupyter-lsp>=2.0.0",
     "jupyter-server<3,>=2.4.0",
-    "jupyterlab-server<3,>=2.19.0",
+    "jupyterlab-server<3,>=2.27.1",
     "notebook-shim>=0.2",
     "packaging",
-    "tomli; python_version < \"3.11\"",
+    "setuptools>=40.1.0",
+    "tomli>=1.2.2; python_version < \"3.11\"",
     "tornado>=6.2.0",
     "traitlets",
 ]
 files = [
-    {file = "jupyterlab-4.1.5-py3-none-any.whl", hash = "sha256:3bc843382a25e1ab7bc31d9e39295a9f0463626692b7995597709c0ab236ab2c"},
-    {file = "jupyterlab-4.1.5.tar.gz", hash = "sha256:c9ad75290cb10bfaff3624bf3fbb852319b4cce4c456613f8ebbaa98d03524db"},
+    {file = "jupyterlab-4.2.4-py3-none-any.whl", hash = "sha256:807a7ec73637744f879e112060d4b9d9ebe028033b7a429b2d1f4fc523d00245"},
+    {file = "jupyterlab-4.2.4.tar.gz", hash = "sha256:343a979fb9582fd08c8511823e320703281cd072a0049bcdafdc7afeda7f2537"},
 ]
 
 [[package]]
@@ -1529,7 +1550,7 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.4"
+version = "2.27.3"
 requires_python = ">=3.8"
 summary = "A set of server components for JupyterLab and JupyterLab like applications."
 groups = ["doc"]
@@ -1544,19 +1565,19 @@ dependencies = [
     "requests>=2.31",
 ]
 files = [
-    {file = "jupyterlab_server-2.25.4-py3-none-any.whl", hash = "sha256:eb645ecc8f9b24bac5decc7803b6d5363250e16ec5af814e516bc2c54dd88081"},
-    {file = "jupyterlab_server-2.25.4.tar.gz", hash = "sha256:2098198e1e82e0db982440f9b5136175d73bea2cd42a6480aa6fd502cb23c4f9"},
+    {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"},
+    {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"},
 ]
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.10"
+version = "3.0.11"
 requires_python = ">=3.7"
 summary = "Jupyter interactive widgets for JupyterLab"
 groups = ["doc"]
 files = [
-    {file = "jupyterlab_widgets-3.0.10-py3-none-any.whl", hash = "sha256:dd61f3ae7a5a7f80299e14585ce6cf3d6925a96c9103c978eda293197730cb64"},
-    {file = "jupyterlab_widgets-3.0.10.tar.gz", hash = "sha256:04f2ac04976727e4f9d0fa91cdc2f1ab860f965e504c29dbd6a65c882c9d04c0"},
+    {file = "jupyterlab_widgets-3.0.11-py3-none-any.whl", hash = "sha256:78287fd86d20744ace330a61625024cf5521e1c012a352ddc0a3cdc2348becd0"},
+    {file = "jupyterlab_widgets-3.0.11.tar.gz", hash = "sha256:dd5ac679593c969af29c9bed054c24f26842baa51352114736756bc035deee27"},
 ]
 
 [[package]]
@@ -1565,6 +1586,9 @@ version = "1.4.5"
 requires_python = ">=3.7"
 summary = "A fast implementation of the Cassowary constraint solver"
 groups = ["default"]
+dependencies = [
+    "typing-extensions; python_version < \"3.8\"",
+]
 files = [
     {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af"},
     {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3"},
@@ -1626,16 +1650,6 @@ files = [
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     {file = "kiwisolver-1.4.5-cp39-cp39-win_amd64.whl", hash = "sha256:59415f46a37f7f2efeec758353dd2eae1b07640d8ca0f0c42548ec4125492635"},
-    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5c7b3b3a728dc6faf3fc372ef24f21d1e3cee2ac3e9596691d746e5a536de920"},
-    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:620ced262a86244e2be10a676b646f29c34537d0d9cc8eb26c08f53d98013390"},
-    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:378a214a1e3bbf5ac4a8708304318b4f890da88c9e6a07699c4ae7174c09a68d"},
-    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aaf7be1207676ac608a50cd08f102f6742dbfc70e8d60c4db1c6897f62f71523"},
-    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:ba55dce0a9b8ff59495ddd050a0225d58bd0983d09f87cfe2b6aec4f2c1234e4"},
-    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:fd32ea360bcbb92d28933fc05ed09bffcb1704ba3fc7942e81db0fd4f81a7892"},
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-    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9bf3325c47b11b2e51bca0824ea217c7cd84491d8ac4eefd1e409705ef092bd"},
-    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5794cf59533bc3f1b1c821f7206a3617999db9fbefc345360aafe2e067514929"},
     {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e368f200bbc2e4f905b8e71eb38b3c04333bddaa6a2464a6355487b02bb7fb09"},
     {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5d706eba36b4c4d5bc6c6377bb6568098765e990cfc21ee16d13963fab7b3e7"},
     {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85267bd1aa8880a9c88a8cb71e18d3d64d2751a790e6ca6c27b8ccc724bcd5ad"},
@@ -1721,7 +1735,7 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.8.3"
+version = "3.9.1"
 requires_python = ">=3.9"
 summary = "Python plotting package"
 groups = ["default"]
@@ -1731,55 +1745,56 @@ dependencies = [
     "fonttools>=4.22.0",
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 summary = "Library for building powerful interactive command lines in Python"
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 [[package]]
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 [[package]]
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 ]
 
 [[package]]
@@ -3268,16 +3301,16 @@ files = [
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
-requires_python = ">=3.7"
+version = "1.3.0"
+requires_python = ">=3.8"
 summary = "A tiny CSS parser"
 groups = ["doc"]
 dependencies = [
     "webencodings>=0.4",
 ]
 files = [
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 ]
 
 [[package]]
@@ -3285,7 +3318,7 @@ name = "tomli"
 version = "2.0.1"
 requires_python = ">=3.7"
 summary = "A lil' TOML parser"
-groups = ["build", "default", "doc", "lint", "test"]
+groups = ["default", "build", "doc", "lint", "test"]
 marker = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
@@ -3294,13 +3327,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.4"
-requires_python = ">=3.7"
+version = "0.13.0"
+requires_python = ">=3.8"
 summary = "Style preserving TOML library"
 groups = ["lint"]
 files = [
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+    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
 ]
 
 [[package]]
@@ -3316,41 +3349,41 @@ files = [
 
 [[package]]
 name = "tornado"
-version = "6.4"
-requires_python = ">= 3.8"
+version = "6.4.1"
+requires_python = ">=3.8"
 summary = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 groups = ["doc"]
 files = [
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+    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
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+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842"},
+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4"},
+    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698"},
+    {file = "tornado-6.4.1-cp38-abi3-win32.whl", hash = "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"},
+    {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"},
+    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
 ]
 
 [[package]]
 name = "traitlets"
-version = "5.14.2"
+version = "5.14.3"
 requires_python = ">=3.8"
 summary = "Traitlets Python configuration system"
 groups = ["dev", "doc"]
 files = [
-    {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
-    {file = "traitlets-5.14.2.tar.gz", hash = "sha256:8cdd83c040dab7d1dee822678e5f5d100b514f7b72b01615b26fc5718916fdf9"},
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [[package]]
 name = "transonic"
-version = "0.6.4"
+version = "0.7.0"
 requires_python = ">=3.9"
 summary = "Make your Python code fly at transonic speeds!"
-groups = ["build", "default"]
+groups = ["default", "build"]
 dependencies = [
     "autopep8",
     "beniget~=0.4.0",
@@ -3358,8 +3391,8 @@ dependencies = [
     "numpy",
 ]
 files = [
-    {file = "transonic-0.6.4-py3-none-any.whl", hash = "sha256:e7966e04e3db823628af3f935e3b46ad55403bd40c9e64027674d8fd3f6fb3e9"},
-    {file = "transonic-0.6.4.tar.gz", hash = "sha256:6c135e256a45797e8e0b83551b1e739cf45b6cc315cd111c0edd7fc4c52fa614"},
+    {file = "transonic-0.7.0-py3-none-any.whl", hash = "sha256:ef9bdfdb8e51509ccb6a1f35668349a51a27008881568fa2a4a5e0d470fd03d1"},
+    {file = "transonic-0.7.0.tar.gz", hash = "sha256:51de47d018b4c54ba37710cb004cb93646ae9163fbc3fa3d200133fd9262abfe"},
 ]
 
 [[package]]
@@ -3375,13 +3408,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.12.2"
 requires_python = ">=3.8"
 summary = "Backported and Experimental Type Hints for Python 3.8+"
 groups = ["dev", "doc", "lint"]
 files = [
-    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
-    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
@@ -3408,13 +3441,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.1"
+version = "2.2.2"
 requires_python = ">=3.8"
 summary = "HTTP library with thread-safe connection pooling, file post, and more."
 groups = ["doc"]
 files = [
-    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
-    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
+    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
 ]
 
 [[package]]
@@ -3422,6 +3455,9 @@ name = "wcwidth"
 version = "0.2.13"
 summary = "Measures the displayed width of unicode strings in a terminal"
 groups = ["dev", "doc"]
+dependencies = [
+    "backports-functools-lru-cache>=1.2.1; python_version < \"3.2\"",
+]
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -3429,13 +3465,13 @@ files = [
 
 [[package]]
 name = "webcolors"
-version = "1.13"
-requires_python = ">=3.7"
+version = "24.6.0"
+requires_python = ">=3.8"
 summary = "A library for working with the color formats defined by HTML and CSS."
 groups = ["doc"]
 files = [
-    {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
-    {file = "webcolors-1.13.tar.gz", hash = "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"},
+    {file = "webcolors-24.6.0-py3-none-any.whl", hash = "sha256:8cf5bc7e28defd1d48b9e83d5fc30741328305a8195c29a8e668fa45586568a1"},
+    {file = "webcolors-24.6.0.tar.gz", hash = "sha256:1d160d1de46b3e81e58d0a280d0c78b467dc80f47294b91b1ad8029d2cedb55b"},
 ]
 
 [[package]]
@@ -3450,33 +3486,33 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.7.0"
+version = "1.8.0"
 requires_python = ">=3.8"
 summary = "WebSocket client for Python with low level API options"
 groups = ["doc"]
 files = [
-    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
-    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
+    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
+    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
 ]
 
 [[package]]
 name = "widgetsnbextension"
-version = "4.0.10"
+version = "4.0.11"
 requires_python = ">=3.7"
 summary = "Jupyter interactive widgets for Jupyter Notebook"
 groups = ["doc"]
 files = [
-    {file = "widgetsnbextension-4.0.10-py3-none-any.whl", hash = "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"},
-    {file = "widgetsnbextension-4.0.10.tar.gz", hash = "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f"},
+    {file = "widgetsnbextension-4.0.11-py3-none-any.whl", hash = "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36"},
+    {file = "widgetsnbextension-4.0.11.tar.gz", hash = "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.2"
 requires_python = ">=3.8"
 summary = "Backport of pathlib-compatible object wrapper for zip files"
-groups = ["dask", "default", "doc"]
+groups = ["default", "dask", "doc"]
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
diff --git a/pixi.lock b/pixi.lock
index 3f45982..e9db1bb 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,2391 +1,2163 @@
-version: 3
-metadata:
-  content_hash:
-    linux-64: e90c2ee71ad70fc0a1c8302029533a7d1498f2bffcd0eaa8d2934700e775dc1d
-    osx-64: e90c2ee71ad70fc0a1c8302029533a7d1498f2bffcd0eaa8d2934700e775dc1d
-    win-64: e90c2ee71ad70fc0a1c8302029533a7d1498f2bffcd0eaa8d2934700e775dc1d
-  channels:
-  - url: https://conda.anaconda.org/conda-forge/
-    used_env_vars: []
-  platforms:
-  - linux-64
-  - osx-64
-  - win-64
-  sources: []
-  time_metadata: null
-  git_metadata: null
-  inputs_metadata: null
-  custom_metadata: null
-package:
-- platform: linux-64
+version: 5
+environments:
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
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   - bzip2 >=1.0.8,<2.0a0
-  - c-blosc2 >=2.13.2,<3.0a0
+  - c-blosc2 >=2.15.0,<2.16.0a0
   - charls >=2.4.2,<2.5.0a0
-  - giflib >=5.2.1,<5.3.0a0
+  - giflib >=5.2.2,<5.3.0a0
   - jxrlib >=1.1,<1.2.0a0
   - lcms2 >=2.16,<3.0a0
   - lerc >=4.0.0,<5.0a0
   - libaec >=1.1.3,<2.0a0
-  - libavif >=1.0.1,<1.0.2.0a0
+  - libavif16 >=1.0.4,<2.0a0
   - libbrotlicommon >=1.1.0,<1.2.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
@@ -3702,429 +3134,142 @@ package:
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   - libpng >=1.6.43,<1.7.0a0
   - libtiff >=4.6.0,<4.7.0a0
-  - libwebp-base >=1.3.2,<2.0a0
-  - libzlib >=1.2.13,<1.3.0a0
+  - libwebp-base >=1.4.0,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
   - libzopfli >=1.0.3,<1.1.0a0
   - lz4-c >=1.9.3,<1.10.0a0
-  - numpy >=1.22.4,<2.0a0
+  - numpy >=1.19,<3
   - openjpeg >=2.5.2,<3.0a0
-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
-  - snappy >=1.1.10,<2.0a0
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - snappy >=1.2.0,<1.3.0a0
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   - xz >=5.2.6,<6.0a0
   - zfp >=1.0.1,<2.0a0
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-  build: py310hda7f504_3
-  arch: x86_64
-  subdir: win-64
-  build_number: 3
+  - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
   license_family: BSD
-  size: 1579418
-  timestamp: 1711243735862
-  purls:
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-- platform: linux-64
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   purls:
-  - pkg:pypi/imageio
-- platform: win-64
+  - pkg:pypi/imagecodecs?source=conda-forge-mapping
+  size: 1590186
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+- kind: conda
   name: imageio
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+  build: pyh12aca89_0
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-  license: Apache-2.0
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-- platform: osx-64
+  - pkg:pypi/imageio?source=conda-forge-mapping
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-- platform: win-64
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-- platform: win-64
+  purls:
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-- platform: linux-64
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   purls:
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-- platform: osx-64
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-- platform: win-64
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-- platform: linux-64
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-- platform: win-64
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   name: intel-openmp
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   license_family: Proprietary
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   purls:
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-- platform: win-64
+  - pkg:pypi/ipython?source=conda-forge-mapping
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   license: LGPL-2.1 and GPL-2.0
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   size: 217804
   timestamp: 1660346976440
-- platform: linux-64
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   version: 1.0.1
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   license_family: BSD
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-  timestamp: 1702765714384
-- platform: osx-64
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   version: 1.0.1
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+  purls: []
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   version: 1.0.1
-  category: main
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+  build_number: 1
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+  url: https://conda.anaconda.org/conda-forge/win-64/zfp-1.0.1-he0c23c2_1.conda
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-  noarch: python
-  size: 18954
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-  purls:
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-- platform: osx-64
+  purls: []
+  size: 236038
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   name: zipp
-  version: 3.17.0
-  category: main
-  manager: conda
-  dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
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   build: pyhd8ed1ab_0
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-  license: MIT
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   noarch: python
-  size: 18954
-  timestamp: 1695255262261
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-- platform: win-64
-  name: zipp
-  version: 3.17.0
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   license_family: MIT
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-  size: 18954
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-- platform: linux-64
+  - pkg:pypi/zipp?source=conda-forge-mapping
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   name: zlib
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-  category: main
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-  - libgcc-ng >=12
-  - libzlib 1.2.13 hd590300_5
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+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.1-h4ab18f5_1.conda
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   license: Zlib
   license_family: Other
-  size: 92825
-  timestamp: 1686575231103
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+  purls: []
+  size: 93004
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   name: zlib-ng
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-  category: main
-  manager: conda
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-  - libgcc-ng >=12
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda
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+  build: he02047a_0
   subdir: linux-64
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+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.1-he02047a_0.conda
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+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
   license: Zlib
   license_family: Other
-  size: 94553
-  timestamp: 1679094841423
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+  size: 104865
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   name: zlib-ng
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-  category: main
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-  dependencies: []
-  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-ng-2.0.7-hb7f2c08_0.conda
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+  version: 2.2.1
+  build: he0c23c2_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zlib-ng-2.2.1-he0c23c2_0.conda
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   license: Zlib
   license_family: Other
-  size: 93171
-  timestamp: 1679095009343
-- platform: win-64
+  purls: []
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   name: zlib-ng
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-  category: main
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-  - vc >=14.2,<15
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-  build: hcfcfb64_0
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+  version: 2.2.1
+  build: hf036a51_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-ng-2.2.1-hf036a51_0.conda
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+  - libcxx >=16
   license: Zlib
   license_family: Other
-  size: 90788
-  timestamp: 1679095380986
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+  purls: []
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   name: zstd
-  version: 1.5.5
-  category: main
-  manager: conda
-  dependencies:
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-  - libstdcxx-ng >=12
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+  build: h0ea2cb4_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
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   license: BSD-3-Clause
   license_family: BSD
-  size: 545199
-  timestamp: 1693151163452
-- platform: osx-64
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   name: zstd
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-  category: main
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-  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.5-h829000d_0.conda
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-  build: h829000d_0
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+  build: h915ae27_0
   subdir: osx-64
-  build_number: 0
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.6-h915ae27_0.conda
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   license: BSD-3-Clause
   license_family: BSD
-  size: 499383
-  timestamp: 1693151312586
-- platform: win-64
+  purls: []
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+- kind: conda
   name: zstd
-  version: 1.5.5
-  category: main
-  manager: conda
-  dependencies:
-  - libzlib >=1.2.13,<1.3.0a0
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-  - vc >=14.2,<15
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-  build: h12be248_0
-  arch: x86_64
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-  build_number: 0
+  version: 1.5.6
+  build: ha6fb4c9_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+  sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+  md5: 4d056880988120e29d75bfff282e0f45
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
-  size: 343428
-  timestamp: 1693151615801
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diff --git a/pixi.toml b/pixi.toml
index 4d62181..9ff42cb 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -18,9 +18,9 @@ install-mpi_with_fftw = "pip install -e plugins/fluidfft-mpi_with_fftw --no-buil
 install-fftwmpi = "pip install -e plugins/fluidfft-fftwmpi --no-build-isolation -v"
 
 [dependencies]
-python = ">=3.9,<3.11"
+python = ">=3.9"
 numpy = ">=1.26.3"
-transonic = ">=0.6.4,<0.7"
+transonic = ">=0.6.4"
 fluiddyn = ">=0.5.2"
 fluidsim-core = ">=0.7.4"
 h5netcdf = ">=1.3.0"
@@ -35,13 +35,13 @@ ipython = ">=8.20.0"
 coverage = ">=7.4.0"
 pytest-cov = ">=4.1.0"
 pytest-mock = ">=3.12.0"
-ninja = ">=1.11.1,<1.12"
-meson = ">=1.3.1,<1.4"
-meson-python = ">=0.15.0,<0.16"
-cython = ">=3.0.8,<3.1"
-fftw = ">=3.3.10,<3.4"
-pkg-config = ">=0.29.2,<0.30"
-pyfftw = ">=0.13.1,<0.14"
+ninja = ">=1.11.1"
+meson = ">=1.3.1"
+meson-python = ">=0.15.0"
+cython = ">=3.0.8"
+fftw = ">=3.3.10"
+pkg-config = ">=0.29.2"
+pyfftw = ">=0.13.1"
 
 [pypi-dependencies]
 pymech = "*"
diff --git a/pyproject.toml b/pyproject.toml
index 05b1b8f..eab6dec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,6 +74,7 @@ test = [
     "pytest-cov",
     "cython", # needed at run time for coverage
     # needed to build the plugins
+    "flit_core",
     "pip",
     "-e fluidfft-builder @ file:///${PROJECT_ROOT}/plugins/fluidfft-builder",
 ]