From 8f493a3059636b4c34561f68d6a31dc3bc5fea6c Mon Sep 17 00:00:00 2001
From: muxator <antonio.muci@bancaditalia.it>
Date: Thu, 5 Sep 2024 15:01:21 +0200
Subject: [PATCH 1/8] build: regenerate poetry.lock

---
 poetry.lock | 3449 +++++++++++++++++++++++++++------------------------
 1 file changed, 1822 insertions(+), 1627 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 01b39371..7c66c23f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 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.dependencies]
@@ -158,32 +158,32 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 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-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
 [package.dependencies]
@@ -203,15 +203,30 @@ files = [
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
 ]
 
+[[package]]
+name = "backports-tarfile"
+version = "1.2.0"
+description = "Backport of CPython tarfile module"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
+    {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
+
 [[package]]
 name = "bandit"
-version = "1.7.7"
+version = "1.7.9"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "bandit-1.7.7-py3-none-any.whl", hash = "sha256:17e60786a7ea3c9ec84569fd5aee09936d116cb0cb43151023258340dbffb7ed"},
-    {file = "bandit-1.7.7.tar.gz", hash = "sha256:527906bec6088cb499aae31bc962864b4e77569e9d529ee51df3a93b4b8ab28a"},
+    {file = "bandit-1.7.9-py3-none-any.whl", hash = "sha256:52077cb339000f337fb25f7e045995c4ad01511e716e5daac37014b9752de8ec"},
+    {file = "bandit-1.7.9.tar.gz", hash = "sha256:7c395a436743018f7be0a4cbb0a4ea9b902b6d87264ddecf8cfdc73b4f78ff61"},
 ]
 
 [package.dependencies]
@@ -222,6 +237,7 @@ stevedore = ">=1.20.0"
 
 [package.extras]
 baseline = ["GitPython (>=3.1.30)"]
+sarif = ["jschema-to-python (>=1.2.3)", "sarif-om (>=1.0.4)"]
 test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)"]
 toml = ["tomli (>=1.1.0)"]
 yaml = ["PyYAML"]
@@ -382,85 +398,100 @@ xyzservices = ">=2021.09.1"
 
 [[package]]
 name = "cachetools"
-version = "5.3.2"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.2-py3-none-any.whl", hash = "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"},
-    {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -854,7 +900,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.1)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -874,69 +920,77 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "cython"
-version = "3.0.8"
+version = "3.0.11"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 [[package]]
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@@ -1064,13 +1115,13 @@ tqdm = "*"
 
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 [package.extras]
@@ -1078,13 +1129,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
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 [package.extras]
@@ -1092,13 +1143,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
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 [package.extras]
@@ -1106,69 +1157,69 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
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 [package.extras]
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 [[package]]
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-version = "3.1.42"
+version = "3.1.43"
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 python-versions = ">=3.7"
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 [package.dependencies]
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 [[package]]
 name = "gymnasium"
@@ -1311,13 +1363,13 @@ files = [
 
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 ]
 
 [package.dependencies]
@@ -1328,17 +1380,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1353,16 +1405,17 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "humanize"
-version = "4.9.0"
+version = "4.10.0"
 description = "Python humanize utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1370,13 +1423,13 @@ tests = ["freezegun", "pytest", "pytest-cov"]
 
 [[package]]
 name = "hypothesis"
-version = "6.98.10"
+version = "6.112.0"
 description = "A library for property-based testing"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1385,9 +1438,10 @@ exceptiongroup = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
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 cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"]
 codemods = ["libcst (>=0.3.16)"]
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 dateutil = ["python-dateutil (>=1.4)"]
 django = ["django (>=3.2)"]
 dpcontracts = ["dpcontracts (>=0.4)"]
@@ -1402,58 +1456,61 @@ zoneinfo = ["backports.zoneinfo (>=0.2.1)", "tzdata (>=2024.1)"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
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+    {file = "igraph-0.11.6-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:2b9cc69ede53f76ffae03b066609aa90184dd68ef15da8c104a97cebb9210838"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:591e1e447c3f0092daf7613a3eaedab83f9a0b0adbaf7702724c5117ded038a5"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:ca558eb331bc687bc33e5cd23717e22676e9412f8cda3a31d30c996a0487610d"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf43c30e08debb087c9e3da69aa5cf1b6732968da34d55a614e3421b9a452146"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1d38e8d7db72b187d9d2211d0d06b3271fa9f32b04d49d789e2859b5480db0d0"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a318b059051ff78144a1c3cb880f4d933c812bcdb3d833a49cd7168d0427672"},
+    {file = "igraph-0.11.6-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2c54027add809b3c5b6685b8deca4ea4763fd000b9ea45c7ee46b7c9d61ff15e"},
+    {file = "igraph-0.11.6.tar.gz", hash = "sha256:837f233256c3319f2a35a6a80d94eafe47b43791ef4c6f9e9871061341ac8e28"},
 ]
 
 [package.dependencies]
@@ -1470,40 +1527,44 @@ test-musl = ["cairocffi (>=1.2.0)", "networkx (>=2.5)", "pytest (>=7.0.1)", "pyt
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.0.1-py3-none-any.whl", hash = "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e"},
-    {file = "importlib_metadata-7.0.1.tar.gz", hash = "sha256:f238736bb06590ae52ac1fab06a3a9ef1d8dce2b7a35b5ab329371d6c8f5d2cc"},
+    {file = "importlib_metadata-8.4.0-py3-none-any.whl", hash = "sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1"},
+    {file = "importlib_metadata-8.4.0.tar.gz", hash = "sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.1"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.1.1-py3-none-any.whl", hash = "sha256:e8bf90d8213b486f428c9c39714b920041cb02c184686a3dee24905aaa8105d6"},
-    {file = "importlib_resources-6.1.1.tar.gz", hash = "sha256:3893a00122eafde6894c59914446a512f728a0c1a45f9bb9b63721b6bacf0b4a"},
+    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
+    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -1518,13 +1579,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.2"
+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.2-py3-none-any.whl", hash = "sha256:50384f5c577a260a1d53f1f59a828c7266d321c9b7d00d345693783f66616055"},
-    {file = "ipykernel-6.29.2.tar.gz", hash = "sha256:3bade28004e3ff624ed57974948116670604ac5f676d12339693f3142176d3f0"},
+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
 ]
 
 [package.dependencies]
@@ -1547,7 +1608,7 @@ cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (==0.23.4)", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
@@ -1590,13 +1651,13 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 
 [[package]]
 name = "ipyvue"
-version = "1.10.1"
+version = "1.11.1"
 description = "Jupyter widgets base for Vue libraries"
 optional = false
 python-versions = "*"
 files = [
-    {file = "ipyvue-1.10.1-py2.py3-none-any.whl", hash = "sha256:572057b4b003b5a1b8cbe04eef2c41baa561fa74199cd2b9dd76cc4b5f2c5985"},
-    {file = "ipyvue-1.10.1.tar.gz", hash = "sha256:20615ce86ba516cf0b7aad84cc607e4e2c9104232e954cd0eccbf33530a5e1d4"},
+    {file = "ipyvue-1.11.1-py2.py3-none-any.whl", hash = "sha256:220371f40bd870df8c3f374c4b357dbc33ee05e55387132b203c70fb44c3b5a3"},
+    {file = "ipyvue-1.11.1.tar.gz", hash = "sha256:030804ff91a044ad3fa07ae34e3952a3d2319837678434aaa99ae488ba749a5b"},
 ]
 
 [package.dependencies]
@@ -1608,13 +1669,13 @@ test = ["solara[pytest]"]
 
 [[package]]
 name = "ipyvuetify"
-version = "1.9.0"
+version = "1.10.0"
 description = "Jupyter widgets based on vuetify UI components"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "ipyvuetify-1.9.0-py2.py3-none-any.whl", hash = "sha256:a190f62a10e89e92a0e25641c84c739e31f66680858d987b8a180b24e2278dec"},
-    {file = "ipyvuetify-1.9.0.tar.gz", hash = "sha256:9c537e218299de32194b1da949d6b96bffe6c00f36bb6035409f2485feb881e7"},
+    {file = "ipyvuetify-1.10.0-py2.py3-none-any.whl", hash = "sha256:f867941a9b6a65dc560e9616d2ab3be79af2fcb4846eac93c7d5f74a58d96ee0"},
+    {file = "ipyvuetify-1.10.0.tar.gz", hash = "sha256:87dee6aaadf316ee27ed89a79b3d3c3f5e0f2e5b638da0681736048532545ac1"},
 ]
 
 [package.dependencies]
@@ -1622,26 +1683,26 @@ ipyvue = ">=1.7,<2"
 
 [package.extras]
 dev = ["mypy", "nox", "pre-commit"]
-doc = ["ipykernel", "jupyter-sphinx", "pydata-sphinx-theme", "sphinx (<7)"]
-test = ["jupyterlab (<4)", "pytest", "pytest-playwright", "solara[pytest]"]
+doc = ["ipykernel", "jupyter-sphinx", "pydata-sphinx-theme", "sphinx (<7)", "sphinx-design", "sphinx-rtd-theme"]
+test = ["jupyterlab (<4)", "nbformat (<5.10)", "pytest", "pytest-playwright", "solara[pytest]"]
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.2"
+version = "8.1.5"
 description = "Jupyter interactive widgets"
 optional = false
 python-versions = ">=3.7"
 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-8.1.5-py3-none-any.whl", hash = "sha256:3290f526f87ae6e77655555baba4f36681c555b8bdbbff430b70e52c34c86245"},
+    {file = "ipywidgets-8.1.5.tar.gz", hash = "sha256:870e43b1a35656a80c18c9503bbf2d16802db1cb487eec6fab27d683381dde17"},
 ]
 
 [package.dependencies]
 comm = ">=0.1.3"
 ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0.10,<3.1.0"
+jupyterlab-widgets = ">=3.0.12,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.10,<4.1.0"
+widgetsnbextension = ">=4.0.12,<4.1.0"
 
 [package.extras]
 test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
@@ -1662,22 +1723,58 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jaraco-classes"
-version = "3.3.1"
+version = "3.4.0"
 description = "Utility functions for Python class constructs"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jaraco.classes-3.3.1-py3-none-any.whl", hash = "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206"},
-    {file = "jaraco.classes-3.3.1.tar.gz", hash = "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"},
+    {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"},
+    {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"},
 ]
 
 [package.dependencies]
 more-itertools = "*"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
+[[package]]
+name = "jaraco-context"
+version = "6.0.1"
+description = "Useful decorators and context managers"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.context-6.0.1-py3-none-any.whl", hash = "sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4"},
+    {file = "jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3"},
+]
+
+[package.dependencies]
+"backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[[package]]
+name = "jaraco-functools"
+version = "4.0.2"
+description = "Functools like those found in stdlib"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.functools-4.0.2-py3-none-any.whl", hash = "sha256:c9d16a3ed4ccb5a889ad8e0b7a343401ee5b2a71cee6ed192d3f68bc351e94e3"},
+    {file = "jaraco_functools-4.0.2.tar.gz", hash = "sha256:3460c74cd0d32bf82b9576bbb3527c4364d5b27a21f5158a62aed6c4b42e23f5"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["jaraco.classes", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
 [[package]]
 name = "jax-jumpy"
 version = "1.0.0"
@@ -1732,13 +1829,13 @@ trio = ["async_generator", "trio"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 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.dependencies]
@@ -1749,49 +1846,46 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.2"
+version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
-    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
 [[package]]
 name = "json5"
-version = "0.9.17"
+version = "0.9.25"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.17-py2.py3-none-any.whl", hash = "sha256:f8ec1ecf985951d70f780f6f877c4baca6a47b6e61e02c4cd190138d10a7805a"},
-    {file = "json5-0.9.17.tar.gz", hash = "sha256:717d99d657fa71b7094877b1d921b1cce40ab444389f6d770302563bb7dfd9ae"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
-[package.extras]
-dev = ["hypothesis"]
-
 [[package]]
 name = "jsonpointer"
-version = "2.4"
+version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 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"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 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.dependencies]
@@ -1808,11 +1902,11 @@ rfc3339-validator = {version = "*", optional = true, markers = "extra == \"forma
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
 rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
+webcolors = {version = ">=24.6.0", optional = true, markers = "extra == \"format-nongpl\""}
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -1831,33 +1925,32 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter"
-version = "1.0.0"
+version = "1.1.1"
 description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
 files = [
-    {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
-    {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
-    {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
+    {file = "jupyter-1.1.1-py2.py3-none-any.whl", hash = "sha256:7a59533c22af65439b24bbe60373a4e95af8f16ac65a6c00820ad378e3f7cc83"},
+    {file = "jupyter-1.1.1.tar.gz", hash = "sha256:d55467bceabdea49d7e3624af7e33d59c37fff53ed3a350e1ac957bed731de7a"},
 ]
 
 [package.dependencies]
 ipykernel = "*"
 ipywidgets = "*"
 jupyter-console = "*"
+jupyterlab = "*"
 nbconvert = "*"
 notebook = "*"
-qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.0"
+version = "8.6.2"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
-    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
+    {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.dependencies]
@@ -1870,7 +1963,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
@@ -1898,13 +1991,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
-    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
+    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
 ]
 
 [package.dependencies]
@@ -1914,17 +2007,17 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.9.0"
+version = "0.10.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.9.0-py3-none-any.whl", hash = "sha256:d853b3c10273ff9bc8bb8b30076d65e2c9685579db736873de6c2232dde148bf"},
-    {file = "jupyter_events-0.9.0.tar.gz", hash = "sha256:81ad2e4bc710881ec274d31c6c50669d71bbaa5dd9d01e600b56faa85700d399"},
+    {file = "jupyter_events-0.10.0-py3-none-any.whl", hash = "sha256:4b72130875e59d57716d327ea70d3ebc3af1944d3717e5a498b8a06c6c159960"},
+    {file = "jupyter_events-0.10.0.tar.gz", hash = "sha256:670b8229d3cc882ec782144ed22e0d29e1c2d639263f92ca8383e66682845e22"},
 ]
 
 [package.dependencies]
@@ -1943,13 +2036,13 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.2"
+version = "2.2.5"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.2.tar.gz", hash = "sha256:256d24620542ae4bba04a50fc1f6ffe208093a07d8e697fea0a8d1b8ca1b7e5b"},
-    {file = "jupyter_lsp-2.2.2-py3-none-any.whl", hash = "sha256:3b95229e4168355a8c91928057c1621ac3510ba98b2a925e82ebd77f078b1aa5"},
+    {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.dependencies]
@@ -1958,49 +2051,49 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.12.5"
+version = "2.14.2"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.12.5-py3-none-any.whl", hash = "sha256:184a0f82809a8522777cfb6b760ab6f4b1bb398664c5860a27cec696cb884923"},
-    {file = "jupyter_server-2.12.5.tar.gz", hash = "sha256:0edb626c94baa22809be1323f9770cf1c00a952b17097592e40d03e6a3951689"},
+    {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.dependencies]
 anyio = ">=3.1.0"
-argon2-cffi = "*"
-jinja2 = "*"
+argon2-cffi = ">=21.1"
+jinja2 = ">=3.0.3"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 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 = {version = "*", markers = "os_name == \"nt\""}
+overrides = ">=5.0"
+packaging = ">=22.0"
+prometheus-client = ">=0.9"
+pywinpty = {version = ">=2.0.1", markers = "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"
 
 [package.extras]
-docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
+docs = ["ipykernel", "jinja2", "jupyter-client", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-terminals"
-version = "0.5.2"
+version = "0.5.3"
 description = "A Jupyter Server Extension Providing Terminals."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server_terminals-0.5.2-py3-none-any.whl", hash = "sha256:1b80c12765da979513c42c90215481bbc39bd8ae7c0350b4f85bc3eb58d0fa80"},
-    {file = "jupyter_server_terminals-0.5.2.tar.gz", hash = "sha256:396b5ccc0881e550bf0ee7012c6ef1b53edbde69e67cab1d56e89711b46052e8"},
+    {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"},
+    {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"},
 ]
 
 [package.dependencies]
@@ -2013,13 +2106,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.2"
+version = "4.2.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.1.2-py3-none-any.whl", hash = "sha256:aa88193f03cf4d3555f6712f04d74112b5eb85edd7d222c588c7603a26d33c5b"},
-    {file = "jupyterlab-4.1.2.tar.gz", hash = "sha256:5d6348b3ed4085181499f621b7dfb6eb0b1f57f3586857aadfc8e3bf4c4885f9"},
+    {file = "jupyterlab-4.2.5-py3-none-any.whl", hash = "sha256:73b6e0775d41a9fee7ee756c80f58a6bed4040869ccc21411dc559818874d321"},
+    {file = "jupyterlab-4.2.5.tar.gz", hash = "sha256:ae7f3a1b8cb88b4f55009ce79fa7c06f99d70cd63601ee4aa91815d054f46f75"},
 ]
 
 [package.dependencies]
@@ -2027,23 +2120,25 @@ async-lru = ">=1.0.0"
 httpx = ">=0.25.0"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""}
-ipykernel = "*"
+ipykernel = ">=6.5.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
 jupyter-server = ">=2.4.0,<3"
-jupyterlab-server = ">=2.19.0,<3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-tomli = {version = "*", markers = "python_version < \"3.11\""}
+setuptools = ">=40.1.0"
+tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.2.0)"]
+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
-docs-screenshots = ["altair (==5.2.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.1)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post6)", "matplotlib (==3.8.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.0)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
+docs-screenshots = ["altair (==5.3.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.2)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.1.post2)", "matplotlib (==3.8.3)", "nbconvert (>=7.0.0)", "pandas (==2.2.1)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -2058,13 +2153,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.3"
+version = "2.27.3"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.25.3-py3-none-any.whl", hash = "sha256:c48862519fded9b418c71645d85a49b2f0ec50d032ba8316738e9276046088c1"},
-    {file = "jupyterlab_server-2.25.3.tar.gz", hash = "sha256:846f125a8a19656611df5b03e5912c8393cea6900859baa64fa515eb64a8dc40"},
+    {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.dependencies]
@@ -2080,165 +2175,177 @@ requests = ">=2.31"
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
 openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0,<8)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.10"
+version = "3.0.13"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = false
 python-versions = ">=3.7"
 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-3.0.13-py3-none-any.whl", hash = "sha256:e3cda2c233ce144192f1e29914ad522b2f4c40e77214b0cc97377ca3d323db54"},
+    {file = "jupyterlab_widgets-3.0.13.tar.gz", hash = "sha256:a2966d385328c1942b683a8cd96b89b8dd82c8b8f81dda902bb2bc06d46f5bed"},
 ]
 
 [[package]]
 name = "keyring"
-version = "24.3.0"
+version = "25.3.0"
 description = "Store and access your passwords safely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "keyring-24.3.0-py3-none-any.whl", hash = "sha256:4446d35d636e6a10b8bce7caa66913dd9eca5fd222ca03a3d42c38608ac30836"},
-    {file = "keyring-24.3.0.tar.gz", hash = "sha256:e730ecffd309658a08ee82535a3b5ec4b4c8669a9be11efb66249d8e0aeb9a25"},
+    {file = "keyring-25.3.0-py3-none-any.whl", hash = "sha256:8d963da00ccdf06e356acd9bf3b743208878751032d8599c6cc89eb51310ffae"},
+    {file = "keyring-25.3.0.tar.gz", hash = "sha256:8d85a1ea5d6db8515b59e1c5d1d1678b03cf7fc8b8dcfb1651e8c4a524eb42ef"},
 ]
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
 importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 "jaraco.classes" = "*"
+"jaraco.context" = "*"
+"jaraco.functools" = "*"
 jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
 pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
 completion = ["shtab (>=1.1.0)"]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.5"
+version = "1.4.7"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.7"
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 ]
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Markdown-3.5.2-py3-none-any.whl", hash = "sha256:d43323865d89fc0cb9b20c75fc8ad313af307cc087e84b657d9eec768eddeadd"},
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 ]
 
 [package.dependencies]
@@ -2360,22 +2467,21 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.20.2"
+version = "3.22.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 packaging = ">=17.0"
 
 [package.extras]
-dev = ["pre-commit (>=2.4,<4.0)", "pytest", "pytz", "simplejson", "tox"]
-docs = ["alabaster (==0.7.15)", "autodocsumm (==0.2.12)", "sphinx (==7.2.6)", "sphinx-issues (==3.0.1)", "sphinx-version-warning (==1.1.2)"]
-lint = ["pre-commit (>=2.4,<4.0)"]
+dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
@@ -2448,13 +2554,13 @@ python-dateutil = ">=2.7"
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2527,13 +2633,13 @@ dev = ["black", "ruff (==0.0.275)"]
 
 [[package]]
 name = "mistletoe"
-version = "1.3.0"
+version = "1.4.0"
 description = "A fast, extensible Markdown parser in pure Python."
 optional = false
 python-versions = "~=3.5"
 files = [
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+    {file = "mistletoe-1.4.0.tar.gz", hash = "sha256:1630f906e5e4bbe66fdeb4d29d277e2ea515d642bb18a9b49b136361a9818c9d"},
 ]
 
 [[package]]
@@ -2549,34 +2655,34 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.6.1"
 description = "Project documentation with Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1"
+markdown = ">=3.3.6"
 markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
 pathspec = ">=0.11.1"
-platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
@@ -2593,15 +2699,32 @@ files = [
 Markdown = ">=3.3"
 mkdocs = ">=1.1"
 
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
+
 [[package]]
 name = "mkdocs-material"
-version = "9.5.10"
+version = "9.5.34"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.10-py3-none-any.whl", hash = "sha256:3c6c46b57d2ee3c8890e6e0406e68b6863cf65768f0f436990a742702d198442"},
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+    {file = "mkdocs_material-9.5.34-py3-none-any.whl", hash = "sha256:54caa8be708de2b75167fd4d3b9f3d949579294f49cb242515d4653dbee9227e"},
+    {file = "mkdocs_material-9.5.34.tar.gz", hash = "sha256:1e60ddf716cfb5679dfd65900b8a25d277064ed82d9a53cd5190e3f894df7840"},
 ]
 
 [package.dependencies]
@@ -2609,7 +2732,7 @@ babel = ">=2.10,<3.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
-mkdocs = ">=1.5.3,<1.6.0"
+mkdocs = ">=1.6,<2.0"
 mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
@@ -2693,120 +2816,128 @@ nbconvert = ">=6.0.0"
 
 [[package]]
 name = "more-itertools"
-version = "10.2.0"
+version = "10.5.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "more-itertools-10.5.0.tar.gz", hash = "sha256:5482bfef7849c25dc3c6dd53a6173ae4795da2a41a80faea6700d9f5846c5da6"},
+    {file = "more_itertools-10.5.0-py3-none-any.whl", hash = "sha256:037b0d3203ce90cca8ab1defbbdac29d5f993fc20131f3664dc8d6acfa872aef"},
 ]
 
 [[package]]
 name = "msgpack"
-version = "1.0.7"
+version = "1.1.0"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
 files = [
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 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -2848,13 +2979,13 @@ test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets
 
 [[package]]
 name = "nbconvert"
-version = "7.16.1"
+version = "7.16.4"
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 ]
 
 [package.dependencies]
@@ -2876,29 +3007,29 @@ tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
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-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
 webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.2"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -2907,13 +3038,13 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nbmake"
-version = "1.5.0"
+version = "1.5.4"
 description = "Pytest plugin for testing notebooks"
 optional = false
-python-versions = ">=3.8.0,<4.0.0"
+python-versions = "<4.0.0,>=3.8.0"
 files = [
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+    {file = "nbmake-1.5.4.tar.gz", hash = "sha256:56417fe80d50069671122955532df6e26369a23f68b9c6e2191ae9cfef19abb2"},
 ]
 
 [package.dependencies]
@@ -2990,51 +3121,51 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nh3"
-version = "0.2.15"
+version = "0.2.18"
 description = "Python bindings to the ammonia HTML sanitization library."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "notebook"
-version = "7.1.0"
+version = "7.2.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "notebook-7.2.2.tar.gz", hash = "sha256:2ef07d4220421623ad3fe88118d687bc0450055570cdd160814a59cf3a1c516e"},
 ]
 
 [package.dependencies]
 jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.1.1,<4.2"
-jupyterlab-server = ">=2.22.1,<3"
+jupyterlab = ">=4.2.0,<4.3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
 
 [package.extras]
 dev = ["hatch", "pre-commit"]
 docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.27.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -3145,25 +3276,30 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.2"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"},
+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
 name = "paginate"
-version = "0.5.6"
+version = "0.5.7"
 description = "Divides large result sets into pages for easier browsing"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "paginate-0.5.7-py2.py3-none-any.whl", hash = "sha256:b885e2af73abcf01d9559fd5216b57ef722f8c42affbb63942377668e35c7591"},
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 ]
 
+[package.extras]
+dev = ["pytest", "tox"]
+lint = ["black"]
+
 [[package]]
 name = "pandas"
 version = "1.5.3"
@@ -3225,18 +3361,18 @@ files = [
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pathspec"
@@ -3269,13 +3405,13 @@ test = ["pytest", "pytest-cov", "scipy"]
 
 [[package]]
 name = "pbr"
-version = "6.0.0"
+version = "6.1.0"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 files = [
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 ]
 
 [[package]]
@@ -3305,83 +3441,95 @@ files = [
 
 [[package]]
 name = "pillow"
-version = "10.2.0"
+version = "10.4.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
@@ -3390,17 +3538,17 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pkginfo"
-version = "1.9.6"
+version = "1.11.1"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-testing = ["pytest", "pytest-cov"]
+testing = ["pytest", "pytest-cov", "wheel"]
 
 [[package]]
 name = "pkgutil-resolve-name"
@@ -3415,28 +3563,29 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.3.2"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+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 = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3459,13 +3608,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.43"
+version = "3.0.47"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -3473,27 +3622,28 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "5.9.8"
+version = "6.0.0"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
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 ]
 
 [package.extras]
@@ -3512,13 +3662,13 @@ files = [
 
 [[package]]
 name = "pure-eval"
-version = "0.2.2"
+version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -3537,13 +3687,13 @@ files = [
 
 [[package]]
 name = "pycparser"
-version = "2.21"
+version = "2.22"
 description = "C parser in Python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.8"
 files = [
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-    {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
+    {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
+    {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
 
 [[package]]
@@ -3565,32 +3715,31 @@ toml = ["tomli (>=1.2.3)"]
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.7"
+version = "10.9"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-markdown = ">=3.5"
+markdown = ">=3.6"
 pyyaml = "*"
 
 [package.extras]
@@ -3598,13 +3747,13 @@ extra = ["pygments (>=2.12)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.1"
+version = "3.1.4"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 ]
 
 [package.extras]
@@ -3612,22 +3761,22 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyproject-api"
-version = "1.6.1"
+version = "1.7.1"
 description = "API to interact with the python pyproject.toml based projects"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-packaging = ">=23.1"
+packaging = ">=24.1"
 tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-docs = ["furo (>=2023.8.19)", "sphinx (<7.2)", "sphinx-autodoc-typehints (>=1.24)"]
-testing = ["covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "setuptools (>=68.1.2)", "wheel (>=0.41.2)"]
+docs = ["furo (>=2024.5.6)", "sphinx-autodoc-typehints (>=2.2.1)"]
+testing = ["covdefaults (>=2.3)", "pytest (>=8.2.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "setuptools (>=70.1)"]
 
 [[package]]
 name = "pytest"
@@ -3686,13 +3835,13 @@ pytest = "*"
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+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 = [
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 ]
 
 [package.dependencies]
@@ -3700,17 +3849,17 @@ six = ">=1.5"
 
 [[package]]
 name = "python-igraph"
-version = "0.11.4"
+version = "0.11.6"
 description = "High performance graph data structures and algorithms (legacy package)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
-igraph = "0.11.4"
+igraph = "0.11.6"
 
 [package.extras]
 cairo = ["cairocffi (>=1.2.0)"]
@@ -3748,13 +3897,13 @@ unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
 name = "pytkdocs"
-version = "0.16.1"
+version = "0.16.2"
 description = "Load Python objects documentation."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3799,87 +3948,90 @@ files = [
 
 [[package]]
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-version = "0.2.2"
+version = "0.2.3"
 description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
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 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
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 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -3898,160 +4050,134 @@ pyyaml = "*"
 
 [[package]]
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 description = "Python bindings for 0MQ"
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 [package.dependencies]
-packaging = "*"
-
-[package.extras]
-test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "reacton"
-version = "1.8.2"
+version = "1.8.3"
 description = ""
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -4064,13 +4190,13 @@ generate = ["black", "bqplot", "jinja2", "mypy"]
 
 [[package]]
 name = "readme-renderer"
-version = "42.0"
+version = "43.0"
 description = "readme_renderer is a library for rendering readme descriptions for Warehouse"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4083,13 +4209,13 @@ md = ["cmarkgfm (>=0.8.0)"]
 
 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4098,115 +4224,101 @@ rpds-py = ">=0.7.0"
 
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 name = "regex"
-version = "2023.12.25"
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 description = "Alternative regular expression module, to replace re."
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 [[package]]
@@ -4670,13 +4787,13 @@ jeepney = ">=0.6"
 
 [[package]]
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-version = "1.8.2"
+version = "1.8.3"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
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-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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 [package.extras]
@@ -4686,19 +4803,23 @@ win32 = ["pywin32"]
 
 [[package]]
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+version = "74.1.2"
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 [[package]]
 name = "six"
@@ -4724,13 +4845,13 @@ files = [
 
 [[package]]
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+version = "1.3.1"
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 [[package]]
@@ -4746,46 +4867,88 @@ files = [
 
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+version = "1.39.0"
+description = ""
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+python-versions = "*"
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+[package.dependencies]
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+solara-ui = {version = "1.39.0", extras = ["all"]}
+
+[package.extras]
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+assets = ["solara-assets (==1.39.0)"]
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+pytest = ["pytest-ipywidgets[all] (==1.39.0)"]
+
+[[package]]
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-requests = "*"
 rich-click = "*"
-starlette = "*"
-uvicorn = "*"
-watchdog = "*"
-watchfiles = {version = "*", markers = "python_version > \"3.6\""}
-websockets = "*"
+solara-ui = "*"
+starlette = {version = "*", optional = true, markers = "extra == \"starlette\""}
+uvicorn = {version = "*", optional = true, markers = "extra == \"starlette\""}
+watchdog = {version = "*", optional = true, markers = "extra == \"dev\""}
+watchfiles = {version = "*", optional = true, markers = "python_version > \"3.6\" and extra == \"dev\""}
+websockets = {version = "*", optional = true, markers = "extra == \"starlette\""}
 
 [package.extras]
-assets = ["solara-assets (==1.28.0)"]
-dev = ["black", "bqplot", "bqplot-image-gl", "bump2version", "codespell", "dask[dataframe]", "flake8", "ipyreact", "mdit-py-plugins", "mypy", "playwright", "plotly", "polars", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytest-playwright", "pytest-timeout", "python-dotenv", "types-markdown", "types-pyyaml", "types-requests", "vaex-core", "vaex-hdf5", "vaex-jupyter"]
-documentation = ["altair", "bqplot", "folium", "ipycanvas", "ipyleaflet", "matplotlib", "numpy", "openai", "plotly", "tiktoken", "vaex-core", "vaex-hdf5", "vega-datasets"]
-extra = ["numpy", "pillow", "pygments", "pygments (==2.10)"]
+all = ["solara-server[dev]", "solara-server[flask]", "solara-server[starlette]"]
+dev = ["watchdog", "watchfiles"]
 flask = ["flask", "flask-sock"]
-pytest = ["jupyterlab", "pillow", "pixelmatch", "playwright", "pytest", "pytest-playwright", "voila"]
+starlette = ["starlette", "uvicorn", "websockets"]
+
+[[package]]
+name = "solara-ui"
+version = "1.39.0"
+description = ""
+optional = false
+python-versions = "*"
+files = [
+    {file = "solara_ui-1.39.0-py2.py3-none-any.whl", hash = "sha256:87fd10fd08573af1e1237160b4a043f84073afdf89e73f337fb44526238d26b6"},
+    {file = "solara_ui-1.39.0.tar.gz", hash = "sha256:586a8d10ac23526ad62ab819bcbba4de1432738eaef96e371ce2a076f3fdcd6c"},
+]
+
+[package.dependencies]
+cachetools = {version = "*", optional = true, markers = "extra == \"cache\""}
+humanize = "*"
+ipyvue = ">=1.9.0"
+ipyvuetify = ">=1.6.10"
+ipywidgets = ">=7.7"
+markdown = {version = "*", optional = true, markers = "extra == \"markdown\""}
+numpy = {version = "*", optional = true, markers = "extra == \"extra\""}
+pillow = {version = "*", optional = true, markers = "extra == \"extra\""}
+pygments = {version = "*", optional = true, markers = "extra == \"markdown\""}
+pymdown-extensions = {version = "*", optional = true, markers = "extra == \"markdown\""}
+reacton = ">=1.7.1"
+requests = "*"
+
+[package.extras]
+all = ["solara-ui[cache]", "solara-ui[extra]", "solara-ui[markdown]"]
+cache = ["cachetools"]
+extra = ["numpy", "pillow"]
+markdown = ["markdown", "pygments", "pygments (==2.10)", "pymdown-extensions"]
 
 [[package]]
 name = "sortedcontainers"
@@ -4800,13 +4963,13 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
-    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
+    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
 ]
 
 [[package]]
@@ -4830,13 +4993,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.37.1"
+version = "0.38.5"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.37.1-py3-none-any.whl", hash = "sha256:92a816002d4e8c552477b089520e3085bb632e854eb32cef99acb6f6f7830b69"},
-    {file = "starlette-0.37.1.tar.gz", hash = "sha256:345cfd562236b557e76a045715ac66fdc355a1e7e617b087834a76a87dcc6533"},
+    {file = "starlette-0.38.5-py3-none-any.whl", hash = "sha256:632f420a9d13e3ee2a6f18f437b0a9f1faecb0bc42e1942aa2ea0e379a4c4206"},
+    {file = "starlette-0.38.5.tar.gz", hash = "sha256:04a92830a9b6eb1442c766199d62260c3d4dc9c4f9188360626b1e0273cb7077"},
 ]
 
 [package.dependencies]
@@ -4941,17 +5104,17 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n
 
 [[package]]
 name = "stevedore"
-version = "5.2.0"
+version = "5.3.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "stevedore-5.2.0-py3-none-any.whl", hash = "sha256:1c15d95766ca0569cad14cb6272d4d31dae66b011a929d7c18219c176ea1b5c9"},
-    {file = "stevedore-5.2.0.tar.gz", hash = "sha256:46b93ca40e1114cea93d738a6c1e365396981bb6bb78c27045b7587c9473544d"},
+    {file = "stevedore-5.3.0-py3-none-any.whl", hash = "sha256:1efd34ca08f474dad08d9b19e934a22c68bb6fe416926479ba29e5013bcc8f78"},
+    {file = "stevedore-5.3.0.tar.gz", hash = "sha256:9a64265f4060312828151c204efbe9b7a9852a0d9228756344dbc7e4023e375a"},
 ]
 
 [package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+pbr = ">=2.0.0"
 
 [[package]]
 name = "tables"
@@ -4992,13 +5155,13 @@ doc = ["ipython", "numpydoc", "sphinx (>=1.1)", "sphinx-rtd-theme"]
 
 [[package]]
 name = "terminado"
-version = "0.18.0"
+version = "0.18.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "terminado-0.18.0-py3-none-any.whl", hash = "sha256:87b0d96642d0fe5f5abd7783857b9cab167f221a39ff98e3b9619a788a3c0f2e"},
-    {file = "terminado-0.18.0.tar.gz", hash = "sha256:1ea08a89b835dd1b8c0c900d92848147cef2537243361b2e3f4dc15df9b6fded"},
+    {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"},
+    {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"},
 ]
 
 [package.dependencies]
@@ -5035,24 +5198,24 @@ files = [
 
 [[package]]
 name = "threadpoolctl"
-version = "3.3.0"
+version = "3.5.0"
 description = "threadpoolctl"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "threadpoolctl-3.3.0-py3-none-any.whl", hash = "sha256:6155be1f4a39f31a18ea70f94a77e0ccd57dced08122ea61109e7da89883781e"},
-    {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"},
+    {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
+    {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
 ]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.3.0"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
-    {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
+    {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"},
+    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
 ]
 
 [package.dependencies]
@@ -5060,7 +5223,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
 [[package]]
 name = "tomli"
@@ -5075,60 +5238,60 @@ files = [
 
 [[package]]
 name = "tornado"
-version = "6.4"
+version = "6.4.1"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
-    {file = "tornado-6.4-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:27787de946a9cffd63ce5814c33f734c627a87072ec7eed71f7fc4417bb16263"},
-    {file = "tornado-6.4-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f7894c581ecdcf91666a0912f18ce5e757213999e183ebfc2c3fdbf4d5bd764e"},
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-    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
-    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
-    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
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-    {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
+    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
+    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"},
+    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"},
+    {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 = "tox"
-version = "4.13.0"
+version = "4.18.1"
 description = "tox is a generic virtualenv management and test command line tool"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tox-4.13.0-py3-none-any.whl", hash = "sha256:1143c7e2489c68026a55d3d4ae84c02c449f073b28e62f80e3e440a3b72a4afa"},
-    {file = "tox-4.13.0.tar.gz", hash = "sha256:dd789a554c16c4b532924ba393c92fc8991323c4b3d466712bfecc8c9b9f24f7"},
+    {file = "tox-4.18.1-py3-none-any.whl", hash = "sha256:35d472032ee1f73fe20c3e0e73d7073a4e85075c86ff02c576f9fc7c6a15a578"},
+    {file = "tox-4.18.1.tar.gz", hash = "sha256:3c0c96bc3a568a5c7e66387a4cfcf8c875b52e09f4d47c9f7a277ec82f1a0b11"},
 ]
 
 [package.dependencies]
-cachetools = ">=5.3.2"
+cachetools = ">=5.5"
 chardet = ">=5.2"
 colorama = ">=0.4.6"
-filelock = ">=3.13.1"
-packaging = ">=23.2"
-platformdirs = ">=4.1"
-pluggy = ">=1.3"
-pyproject-api = ">=1.6.1"
+filelock = ">=3.15.4"
+packaging = ">=24.1"
+platformdirs = ">=4.2.2"
+pluggy = ">=1.5"
+pyproject-api = ">=1.7.1"
 tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
-virtualenv = ">=20.25"
+virtualenv = ">=20.26.3"
 
 [package.extras]
-docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-argparse-cli (>=1.11.1)", "sphinx-autodoc-typehints (>=1.25.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.11)"]
-testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=8.0.2)", "distlib (>=0.3.8)", "flaky (>=3.7)", "hatch-vcs (>=0.4)", "hatchling (>=1.21)", "psutil (>=5.9.7)", "pytest (>=7.4.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-xdist (>=3.5)", "re-assert (>=1.1)", "time-machine (>=2.13)", "wheel (>=0.42)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-argparse-cli (>=1.17)", "sphinx-autodoc-typehints (>=2.4)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=24.8)"]
+testing = ["build[virtualenv] (>=1.2.2)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=9.1.1)", "distlib (>=0.3.8)", "flaky (>=3.8.1)", "hatch-vcs (>=0.4)", "hatchling (>=1.25)", "psutil (>=6)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-xdist (>=3.6.1)", "re-assert (>=1.1)", "setuptools (>=74.1.2)", "time-machine (>=2.15)", "wheel (>=0.44)"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
-    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -5142,18 +5305,18 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.1"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
-    {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "twine"
@@ -5179,24 +5342,24 @@ urllib3 = ">=1.26.0"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.19.20240106"
+version = "2.9.0.20240906"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -5215,13 +5378,13 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "2.2.1"
+version = "2.2.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -5232,13 +5395,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.27.1"
+version = "0.30.6"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5251,13 +5414,13 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "20.25.1"
+version = "20.26.4"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -5266,7 +5429,7 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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+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)"]
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 [[package]]
@@ -5285,40 +5448,46 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "watchdog"
-version = "4.0.0"
+version = "4.0.2"
 description = "Filesystem events monitoring"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -5326,86 +5495,94 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "watchfiles"
-version = "0.21.0"
+version = "0.24.0"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -5424,18 +5601,18 @@ files = [
 
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 description = "A library for working with the color formats defined by HTML and CSS."
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-tests = ["pytest", "pytest-cov"]
+tests = ["coverage[toml]"]
 
 [[package]]
 name = "webencodings"
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 name = "websocket-client"
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 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
 [[package]]
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+    {file = "websockets-13.0.1-py3-none-any.whl", hash = "sha256:b80f0c51681c517604152eb6a572f5a9378f877763231fddb883ba2f968e8817"},
+    {file = "websockets-13.0.1.tar.gz", hash = "sha256:4d6ece65099411cfd9a48d13701d7438d9c34f479046b34c50ff60bb8834e43e"},
 ]
 
 [[package]]
 name = "wheel"
-version = "0.42.0"
+version = "0.44.0"
 description = "A built-package format for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "wheel-0.42.0-py3-none-any.whl", hash = "sha256:177f9c9b0d45c47873b619f5b650346d632cdc35fb5e4d25058e09c9e581433d"},
-    {file = "wheel-0.42.0.tar.gz", hash = "sha256:c45be39f7882c9d34243236f2d63cbd58039e360f85d0913425fbd7ceea617a8"},
+    {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"},
+    {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"},
 ]
 
 [package.extras]
@@ -5561,13 +5752,13 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
 [[package]]
 name = "widgetsnbextension"
-version = "4.0.10"
+version = "4.0.13"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 optional = false
 python-versions = ">=3.7"
 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-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"},
+    {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"},
 ]
 
 [[package]]
@@ -5599,29 +5790,33 @@ scikit-learn = ["scikit-learn"]
 
 [[package]]
 name = "xyzservices"
-version = "2023.10.1"
+version = "2024.9.0"
 description = "Source of XYZ tiles providers"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "xyzservices-2023.10.1-py3-none-any.whl", hash = "sha256:6a4c38d3a9f89d3e77153eff9414b36a8ee0850c9e8b85796fd1b2a85b8dfd68"},
-    {file = "xyzservices-2023.10.1.tar.gz", hash = "sha256:091229269043bc8258042edbedad4fcb44684b0473ede027b5672ad40dc9fa02"},
+    {file = "xyzservices-2024.9.0-py3-none-any.whl", hash = "sha256:776ae82b78d6e5ca63dd6a94abb054df8130887a4a308473b54a6bd364de8644"},
+    {file = "xyzservices-2024.9.0.tar.gz", hash = "sha256:68fb8353c9dbba4f1ff6c0f2e5e4e596bb9e1db7f94f4f7dfbcb26e25aa66fde"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.20.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
+    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"

From fb2e2bb71f6bf4409a692ec88f449728f17050bf Mon Sep 17 00:00:00 2001
From: muxator <antonio.muci@bancaditalia.it>
Date: Fri, 6 Sep 2024 09:10:54 +0200
Subject: [PATCH 2/8] deps: update black 23.12.1 -> 24.8.0
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Before this change, "make safety" would complain of the following vulnerability:

-> Vulnerability found in black version 23.12.1
   Vulnerability ID: 66742
   Affected spec: <24.3.0
   ADVISORY: Affected versions of Black are vulnerable to Regular Expression Denial of Service (ReDoS) via the lines_with_leading_tabs_expanded function in the strings.py file. An attacker could exploit this vulnerability by
   crafting a malicious input that causes a denial of service.
   CVE-2024-21503
   For more information about this vulnerability, visit https://data.safetycli.com/v/66742/97c
   To ignore this vulnerability, use PyUp vulnerability id 66742 in safety’s ignore command-line argument or add the ignore to your safety policy file.
---
 poetry.lock    | 48 ++++++++++++++++++++++++------------------------
 pyproject.toml |  2 +-
 2 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7c66c23f..3e5bf8c3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -279,33 +279,33 @@ chardet = ">=3.0.2"
 
 [[package]]
 name = "black"
-version = "23.12.1"
+version = "24.8.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "black-23.12.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0aaf6041986767a5e0ce663c7a2f0e9eaf21e6ff87a5f95cbf3675bfd4c41d2"},
-    {file = "black-23.12.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c88b3711d12905b74206227109272673edce0cb29f27e1385f33b0163c414bba"},
-    {file = "black-23.12.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a920b569dc6b3472513ba6ddea21f440d4b4c699494d2e972a1753cdc25df7b0"},
-    {file = "black-23.12.1-cp310-cp310-win_amd64.whl", hash = "sha256:3fa4be75ef2a6b96ea8d92b1587dd8cb3a35c7e3d51f0738ced0781c3aa3a5a3"},
-    {file = "black-23.12.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8d4df77958a622f9b5a4c96edb4b8c0034f8434032ab11077ec6c56ae9f384ba"},
-    {file = "black-23.12.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:602cfb1196dc692424c70b6507593a2b29aac0547c1be9a1d1365f0d964c353b"},
-    {file = "black-23.12.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c4352800f14be5b4864016882cdba10755bd50805c95f728011bcb47a4afd59"},
-    {file = "black-23.12.1-cp311-cp311-win_amd64.whl", hash = "sha256:0808494f2b2df923ffc5723ed3c7b096bd76341f6213989759287611e9837d50"},
-    {file = "black-23.12.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:25e57fd232a6d6ff3f4478a6fd0580838e47c93c83eaf1ccc92d4faf27112c4e"},
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+    {file = "black-24.8.0-py3-none-any.whl", hash = "sha256:972085c618ee94f402da1af548a4f218c754ea7e5dc70acb168bfaca4c2542ed"},
+    {file = "black-24.8.0.tar.gz", hash = "sha256:2500945420b6784c38b9ee885af039f5e7471ef284ab03fa35ecdde4688cd83f"},
 ]
 
 [package.dependencies]
@@ -5821,4 +5821,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "2d0fc06b1f42c31f7cabc0beddd0f47f77730586ac38251392eda82bd4c43586"
+content-hash = "c41ea9abf40ba7c01ca0b272b8f55fd5548d7943e339e580df6b7515ed225ffb"
diff --git a/pyproject.toml b/pyproject.toml
index c8364c8c..73b55a24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ gymnasium = "^0.27.1"
 
 [tool.poetry.dev-dependencies]
 bandit = "^1.7.5"
-black = "^23.9.1"
+black = "^24.8.0"
 codecov = "^2.1.13"
 darglint = "^1.8.1"
 hypothesis = "^6.86.2"

From 2a2d3d08d5744258536ab193772e902d63c7f374 Mon Sep 17 00:00:00 2001
From: Aldo <ealdoglielmo@gmail.com>
Date: Fri, 6 Sep 2024 10:21:17 +0200
Subject: [PATCH 3/8] lint: remove Safety checks (not open source anymore)

Safety (https://github.com/pyupio/safety) has become a purely commercial
platform for all practical puposes. Versions < 3.0.1 are unsupported and have
grave configurability issues. Let's remove the dependency altogether.

See: https://github.com/bancaditalia/black-it/pull/82#issuecomment-2333497964
---
 .github/workflows/lint.yml |   2 +-
 CONTRIBUTING.md            |   1 -
 Makefile                   |   6 +-
 poetry.lock                | 143 +------------------------------------
 pyproject.toml             |   1 -
 tox.ini                    |   8 +--
 6 files changed, 4 insertions(+), 157 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 0d674423..871d0728 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -36,4 +36,4 @@ jobs:
       run: tox -e check-copyright
     - name: Misc checks
       run: |
-        tox -e bandit,safety
\ No newline at end of file
+        tox -e bandit
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 3f52e803..d66a4461 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -66,7 +66,6 @@ We have various commands which are helpful during development.
 ```
 make lint-all
 make static
-make safety
 make bandit
 ```
 
diff --git a/Makefile b/Makefile
index aab08496..c7006698 100644
--- a/Makefile
+++ b/Makefile
@@ -67,7 +67,7 @@ clean-test: ## remove test and coverage artifacts
 	rm -fr coverage.xml
 
 .PHONY: lint-all
-lint-all: black check-copyright ruff static bandit safety vulture darglint ## run all linters
+lint-all: black check-copyright ruff static bandit vulture darglint ## run all linters
 
 .PHONY: lint-all-files
 lint-all-files: black-files ruff-files static-files bandit-files vulture-files darglint-files ## run all linters for specific files (specified with files="file1 file2 somedir ...")
@@ -130,10 +130,6 @@ bandit-files: ## run bandit for specific files (specified with files="file1 file
 	$(call check_defined, files)
 	bandit $(files)
 
-.PHONY: safety
-safety: ## run safety
-	safety check
-
 .PHONY: vulture
 vulture: ## run vulture
 	vulture black_it scripts/whitelists/package_whitelist.py
diff --git a/poetry.lock b/poetry.lock
index 3e5bf8c3..03867d13 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1076,25 +1076,6 @@ optional = false
 python-versions = "*"
 files = []
 
-[[package]]
-name = "dparse"
-version = "0.6.3"
-description = "A parser for Python dependency files"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "dparse-0.6.3-py3-none-any.whl", hash = "sha256:0d8fe18714056ca632d98b24fbfc4e9791d4e47065285ab486182288813a5318"},
-    {file = "dparse-0.6.3.tar.gz", hash = "sha256:27bb8b4bcaefec3997697ba3f6e06b2447200ba273c0b085c3d012a04571b528"},
-]
-
-[package.dependencies]
-packaging = "*"
-tomli = {version = "*", markers = "python_version < \"3.11\""}
-
-[package.extras]
-conda = ["pyyaml"]
-pipenv = ["pipenv (<=2022.12.19)"]
-
 [[package]]
 name = "dynetx"
 version = "0.3.2"
@@ -2465,25 +2446,6 @@ files = [
     {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
-[[package]]
-name = "marshmallow"
-version = "3.22.0"
-description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "marshmallow-3.22.0-py3-none-any.whl", hash = "sha256:71a2dce49ef901c3f97ed296ae5051135fd3febd2bf43afe0ae9a82143a494d9"},
-    {file = "marshmallow-3.22.0.tar.gz", hash = "sha256:4972f529104a220bb8637d595aa4c9762afbe7f7a77d82dc58c1615d70c5823e"},
-]
-
-[package.dependencies]
-packaging = ">=17.0"
-
-[package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
-docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
-tests = ["pytest", "pytz", "simplejson"]
-
 [[package]]
 name = "matplotlib"
 version = "3.7.5"
@@ -4535,83 +4497,6 @@ files = [
     {file = "rpds_py-0.20.0.tar.gz", hash = "sha256:d72a210824facfdaf8768cf2d7ca25a042c30320b3020de2fa04640920d4e121"},
 ]
 
-[[package]]
-name = "ruamel-yaml"
-version = "0.18.6"
-description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "ruamel.yaml-0.18.6-py3-none-any.whl", hash = "sha256:57b53ba33def16c4f3d807c0ccbc00f8a6081827e81ba2491691b76882d0c636"},
-    {file = "ruamel.yaml-0.18.6.tar.gz", hash = "sha256:8b27e6a217e786c6fbe5634d8f3f11bc63e0f80f6a5890f28863d9c45aac311b"},
-]
-
-[package.dependencies]
-"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.13\""}
-
-[package.extras]
-docs = ["mercurial (>5.7)", "ryd"]
-jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
-
-[[package]]
-name = "ruamel-yaml-clib"
-version = "0.2.8"
-description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b42169467c42b692c19cf539c38d4602069d8c1505e97b86387fcf7afb766e1d"},
-    {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:07238db9cbdf8fc1e9de2489a4f68474e70dffcb32232db7c08fa61ca0c7c462"},
-    {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:fff3573c2db359f091e1589c3d7c5fc2f86f5bdb6f24252c2d8e539d4e45f412"},
-    {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-manylinux_2_24_aarch64.whl", hash = "sha256:aa2267c6a303eb483de8d02db2871afb5c5fc15618d894300b88958f729ad74f"},
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-    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a75879bacf2c987c003368cf14bed0ffe99e8e85acfa6c0bfffc21a090f16880"},
-    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win32.whl", hash = "sha256:84b554931e932c46f94ab306913ad7e11bba988104c5cff26d90d03f68258cd5"},
-    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win_amd64.whl", hash = "sha256:25ac8c08322002b06fa1d49d1646181f0b2c72f5cbc15a85e80b4c30a544bb15"},
-    {file = "ruamel.yaml.clib-0.2.8.tar.gz", hash = "sha256:beb2e0404003de9a4cab9753a8805a8fe9320ee6673136ed7f04255fe60bb512"},
-]
-
 [[package]]
 name = "ruff"
 version = "0.0.290"
@@ -4638,32 +4523,6 @@ files = [
     {file = "ruff-0.0.290.tar.gz", hash = "sha256:949fecbc5467bb11b8db810a7fa53c7e02633856ee6bd1302b2f43adcd71b88d"},
 ]
 
-[[package]]
-name = "safety"
-version = "2.4.0b2"
-description = "Checks installed dependencies for known vulnerabilities and licenses."
-optional = false
-python-versions = "*"
-files = [
-    {file = "safety-2.4.0b2-py3-none-any.whl", hash = "sha256:63773ce92e17f5f80e7dff4c8a25d8abb7d62d375897b5f3bb4afe9313b100ff"},
-    {file = "safety-2.4.0b2.tar.gz", hash = "sha256:9907010c6ca7720861ca7fa1496bdb80449b0619ca136eb7ac7e02bd3516cd4f"},
-]
-
-[package.dependencies]
-Click = ">=8.0.2"
-dparse = ">=0.6.2"
-jinja2 = {version = ">=3.1.0", markers = "python_version >= \"3.7\""}
-marshmallow = {version = ">=3.15.0", markers = "python_version >= \"3.7\""}
-packaging = ">=21.0"
-requests = "*"
-"ruamel.yaml" = ">=0.17.21"
-setuptools = {version = ">=65.5.1", markers = "python_version >= \"3.7\""}
-urllib3 = ">=1.26.5"
-
-[package.extras]
-github = ["pygithub (>=1.43.3)"]
-gitlab = ["python-gitlab (>=1.3.0)"]
-
 [[package]]
 name = "scikit-learn"
 version = "1.3.2"
@@ -5821,4 +5680,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "c41ea9abf40ba7c01ca0b272b8f55fd5548d7943e339e580df6b7515ed225ffb"
+content-hash = "88d10fa073d620356873181c8b4d24d6207f6e15d4f69edd582906d411cabdb8"
diff --git a/pyproject.toml b/pyproject.toml
index 73b55a24..cb7d70b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,6 @@ pytest = "^7.4.2"
 pytest-cov = "^4.1.0"
 pytest-randomly = "^3.15.0"
 ruff = "^0.0.290"
-safety = "^2.4.0b1"
 tox = "^4.4.12"
 twine = "^4.0.2"
 vulture = "^2.9.1"
diff --git a/tox.ini b/tox.ini
index 7ac942b5..ca94059d 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 isolated_build = True
-envlist = bandit, safety, check-copyright, black-check, vulture, mypy, py3{8,9,10,11}, docs
+envlist = bandit, check-copyright, black-check, vulture, mypy, py3{8,9,10,11}, docs
 
 [tox:.package]
 # note tox will use the same python version as under what tox is installed to package
@@ -79,12 +79,6 @@ skip_install = True
 deps = bandit==1.7.5
 commands = bandit --configfile .bandit.yaml --recursive black_it tests scripts examples
 
-[testenv:safety]
-skipsdist = False
-skip_install = False
-deps = safety==2.4.0b1
-commands = safety check
-
 [testenv:vulture]
 skipsdist = True
 skip_install = True

From 5d96fb8c96103a47e8ca3983a4f245611a9ecab7 Mon Sep 17 00:00:00 2001
From: muxator <antonio.muci@bancaditalia.it>
Date: Tue, 10 Sep 2024 14:36:22 +0200
Subject: [PATCH 4/8] deps: update numpy and statsmodels in preparation to
 solving python3.12 incompatibilities

The issue with numpy is documented here, and officially solved with numpy 1.26:
https://numpy.org/devdocs/reference/distutils_status_migration.html

The upgrade on statsmodel probaby uncovers a bug in its MacOS build: the values
computed by MethodOfMomentsLoss are slightly different there, and lead to a
different result in the test.

Let's accept it for now; we can eventually file a bug on statsmodel later.
---
 poetry.lock                      | 118 ++++++++++---------------------
 pyproject.toml                   |   4 +-
 tests/test_examples/test_main.py |   9 +++
 3 files changed, 50 insertions(+), 81 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 03867d13..0a347445 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4870,95 +4870,55 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "statsmodels"
-version = "0.13.2"
+version = "0.14.1"
 description = "Statistical computations and models for Python"
 optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "statsmodels-0.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3e7ca5b7e678c0bb7a24f5c735d58ac104a50eb61b17c484cce0e221a095560f"},
-    {file = "statsmodels-0.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:066a75d5585378b2df972f81a90b9a3da5e567b7d4833300c1597438c1a35e29"},
-    {file = "statsmodels-0.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f15f38dfc9c5c091662cb619e12322047368c67aef449c7554d9b324a15f7a94"},
-    {file = "statsmodels-0.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c4ccc6b4744613367e8a233bd952c8a838db8f528f9fe033bda25aa13fc7d08"},
-    {file = "statsmodels-0.13.2-cp310-cp310-win_amd64.whl", hash = "sha256:855b1cc2a91ab140b9bcf304b1731705805ce73223bf500b988804968554c0ed"},
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-    {file = "statsmodels-0.13.2-cp39-cp39-win_amd64.whl", hash = "sha256:39daab5a8a9332c8ea83d6464d065080c9ba65f236daf6a64aa18f64ef776fad"},
-    {file = "statsmodels-0.13.2.tar.gz", hash = "sha256:77dc292c9939c036a476f1770f9d08976b05437daa229928da73231147cde7d4"},
-]
-
-[package.dependencies]
-numpy = ">=1.17"
-packaging = ">=21.3"
-pandas = ">=0.25"
-patsy = ">=0.5.2"
-scipy = ">=1.3"
-
-[package.extras]
-build = ["cython (>=0.29.26)"]
-develop = ["cython (>=0.29.26)"]
-docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
-
-[[package]]
-name = "statsmodels"
-version = "0.13.5"
-description = "Statistical computations and models for Python"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "statsmodels-0.14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e278fe74da5ed5e06c11a30851eda1af08ef5af6be8507c2c45d2e08f7550dde"},
+    {file = "statsmodels-0.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0564d92cb05b219b4538ed09e77d96658a924a691255e1f7dd23ee338df441b"},
+    {file = "statsmodels-0.14.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:5385e22e72159a09c099c4fb975f350a9f3afeb57c1efce273b89dcf1fe44c0f"},
+    {file = "statsmodels-0.14.1-cp310-cp310-win_amd64.whl", hash = "sha256:0a8aae75a2e08ebd990e5fa394f8e32738b55785cb70798449a3f4207085e667"},
+    {file = "statsmodels-0.14.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b69a63ad6c979a6e4cde11870ffa727c76a318c225a7e509f031fbbdfb4e416a"},
+    {file = "statsmodels-0.14.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7562cb18a90a114f39fab6f1c25b9c7b39d9cd5f433d0044b430ca9d44a8b52c"},
+    {file = "statsmodels-0.14.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b3abaca4b963259a2bf349c7609cfbb0ce64ad5fb3d92d6f08e21453e4890248"},
+    {file = "statsmodels-0.14.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0f727fe697f6406d5f677b67211abe5a55101896abdfacdb3f38410405f6ad8"},
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+    {file = "statsmodels-0.14.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f32a7cd424cf33304a54daee39d32cccf1d0265e652c920adeaeedff6d576457"},
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+    {file = "statsmodels-0.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3420f88289c593ba2bca33619023059c476674c160733bd7d858564787c83d3"},
+    {file = "statsmodels-0.14.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:c008e16096f24f0514e53907890ccac6589a16ad6c81c218f2ee6752fdada555"},
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+    {file = "statsmodels-0.14.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bf293ada63b2859d95210165ad1dfcd97bd7b994a5266d6fbeb23659d8f0bf68"},
+    {file = "statsmodels-0.14.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:44ca8cb88fa3d3a4ffaff1fb8eb0e98bbf83fc936fcd9b9eedee258ecc76696a"},
+    {file = "statsmodels-0.14.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d5373d176239993c095b00d06036690a50309a4e00c2da553b65b840f956ae6"},
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+    {file = "statsmodels-0.14.1-cp38-cp38-win_amd64.whl", hash = "sha256:4fe0a60695952b82139ae8750952786a700292f9e0551d572d7685070944487b"},
+    {file = "statsmodels-0.14.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:04293890f153ffe577e60a227bd43babd5f6c1fc50ea56a3ab1862ae85247a95"},
+    {file = "statsmodels-0.14.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3e70a2e93d54d40b2cb6426072acbc04f35501b1ea2569f6786964adde6ca572"},
+    {file = "statsmodels-0.14.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab3a73d16c0569adbba181ebb967e5baaa74935f6d2efe86ac6fc5857449b07d"},
+    {file = "statsmodels-0.14.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eefa5bcff335440ee93e28745eab63559a20cd34eea0375c66d96b016de909b3"},
+    {file = "statsmodels-0.14.1-cp39-cp39-win_amd64.whl", hash = "sha256:bc43765710099ca6a942b5ffa1bac7668965052542ba793dd072d26c83453572"},
+    {file = "statsmodels-0.14.1.tar.gz", hash = "sha256:2260efdc1ef89f39c670a0bd8151b1d0843567781bcafec6cda0534eb47a94f6"},
 ]
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.17", markers = "python_version != \"3.10\" or platform_system != \"Windows\" or platform_python_implementation == \"PyPy\""},
-    {version = ">=1.22.3", markers = "python_version == \"3.10\" and platform_system == \"Windows\" and platform_python_implementation != \"PyPy\""},
+    {version = ">=1.18,<2", markers = "python_version != \"3.10\" or platform_system != \"Windows\" or platform_python_implementation == \"PyPy\""},
+    {version = ">=1.22.3,<2", markers = "python_version == \"3.10\" and platform_system == \"Windows\" and platform_python_implementation != \"PyPy\""},
 ]
 packaging = ">=21.3"
-pandas = ">=0.25"
-patsy = ">=0.5.2"
-scipy = {version = ">=1.3", markers = "python_version > \"3.9\" and python_version < \"3.12\" or platform_system != \"Windows\" and python_version < \"3.12\" or platform_machine != \"x86\" and python_version < \"3.12\""}
+pandas = ">=1.0,<2.1.0 || >2.1.0"
+patsy = ">=0.5.4"
+scipy = ">=1.4,<1.9.2 || >1.9.2"
 
 [package.extras]
-build = ["cython (>=0.29.32)"]
-develop = ["Jinja2", "colorama", "cython (>=0.29.32)", "cython (>=0.29.32,<3.0.0)", "flake8", "isort", "joblib", "matplotlib (>=3)", "oldest-supported-numpy (>=2022.4.18)", "pytest (>=7.0.1,<7.1.0)", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=7.0.0,<7.1.0)"]
+build = ["cython (>=0.29.33)"]
+develop = ["colorama", "cython (>=0.29.33)", "cython (>=0.29.33,<4.0.0)", "flake8", "isort", "joblib", "matplotlib (>=3)", "oldest-supported-numpy (>=2022.4.18)", "pytest (>=7.3.0)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=8.0,<9.0)"]
 docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
@@ -5680,4 +5640,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "88d10fa073d620356873181c8b4d24d6207f6e15d4f69edd582906d411cabdb8"
+content-hash = "73577b52f0ea3a28f23b9ea5ab0569d0a8794bc7c3f547b18a7910febed4772d"
diff --git a/pyproject.toml b/pyproject.toml
index cb7d70b6..d21cef08 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,11 +42,11 @@ classifiers = [
 python = ">=3.8,<3.12"
 ipywidgets = "^8.1.2"
 matplotlib = "^3.7.3"
-numpy = ">=1.24.4,<1.25.0"
+numpy = ">=1.24.4,<1.27.0"
 pandas = "^1.5.3"
 scikit-learn = "^1.3.1"
 seaborn = "^0.12.2"
-statsmodels = "^0.13.2"
+statsmodels = "^0.14.1"
 tables = "^3.8.0"
 xgboost = "^1.7.6"
 scipy = "^1.10.1"
diff --git a/tests/test_examples/test_main.py b/tests/test_examples/test_main.py
index 9cbb41e2..6afa0194 100644
--- a/tests/test_examples/test_main.py
+++ b/tests/test_examples/test_main.py
@@ -17,6 +17,8 @@
 """Test the main example."""
 from __future__ import annotations
 
+import sys
+
 from tests.conftest import DEFAULT_SUBPROCESS_TIMEOUT, ROOT_DIR
 from tests.test_examples.base import BaseMainExampleTestClass
 
@@ -33,6 +35,13 @@ class TestMainExample(BaseMainExampleTestClass):
     script_path = EXAMPLE_MAIN_SCRIPT_PATH
     timeout = DEFAULT_SUBPROCESS_TIMEOUT
     nb_batches = 5
+    if sys.platform == "darwin":
+        # 2024-09-10: MethodOfMomentsLoss started giving slightly different
+        # values on MacOS when statsmodels was updated from 0.13 to 0.14. This
+        # captures the change, so that when a fix arrives upstream we can update
+        # the test again.
+        BEST_PARAMETERS_STR = "Best parameters found: [0.21 0.19 0.76]"
+
     expected_lines: tuple[str, ...] = (
         "PARAMS SAMPLED: 0",
         "METHOD: HaltonSampler",

From 06a5cc83fb279875d19943d51745a941c22d51b4 Mon Sep 17 00:00:00 2001
From: muxator <antonio.muci@bancaditalia.it>
Date: Sat, 24 Feb 2024 10:41:54 +0100
Subject: [PATCH 5/8] env: introduce support for python 3.12, but drop support
 for python 3.8 due to SciPy

As of 2024-02, Python 3.8 is still going to be supproted for 6 months (until
2024-10, see https://devguide.python.org/versions).

At the same time, Python 3.12 was released four months ago, on 2023-10, and will
be supported for five years.

We cannot support both, because SciPy 1.10 does not work with python 3.12, and
scipy 1.11 drops python 3.8.

Having to make a choiche, it is probably better to go with the more recent
versions, thus 3.8 has to go down the drain.

This commit introduces some failures on the mypy check, that are going to be
fixed in the next commit.
---
 .github/workflows/docs.yml |    4 +-
 .github/workflows/lint.yml |    2 +-
 .github/workflows/test.yml |    2 +-
 poetry.lock                | 1039 ++++++++++++++++--------------------
 pyproject.toml             |    6 +-
 tox.ini                    |    6 +-
 6 files changed, 470 insertions(+), 589 deletions(-)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index c01b1441..02293af1 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -25,7 +25,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: [3.8]
+        python-version: [3.9]
 
     timeout-minutes: 30
 
@@ -37,7 +37,7 @@ jobs:
     - name: Install dependencies
       run: |
         pip install tox
-        
+
         # Install markdown-spellcheck
         sudo npm install -g markdown-spellcheck
     - name: Generate Documentation
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 871d0728..6264bf4b 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -14,7 +14,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: [3.8]
+        python-version: [3.9]
 
     timeout-minutes: 30
 
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 18c1deca..6087e1b7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,7 +14,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: [3.8, 3.9, "3.10", "3.11"]
+        python-version: [3.9, "3.10", "3.11", "3.12"]
 
     timeout-minutes: 30
 
diff --git a/poetry.lock b/poetry.lock
index 0a347445..58823655 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -127,21 +127,6 @@ six = ">=1.12.0"
 astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
 test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
-[[package]]
-name = "astunparse"
-version = "1.6.3"
-description = "An AST unparser for Python"
-optional = false
-python-versions = "*"
-files = [
-    {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
-    {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
-]
-
-[package.dependencies]
-six = ">=1.6.1,<2.0"
-wheel = ">=0.23.0,<1.0"
-
 [[package]]
 name = "async-lru"
 version = "2.0.4"
@@ -186,23 +171,9 @@ files = [
     {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
-[package.dependencies]
-pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "backports-tarfile"
 version = "1.2.0"
@@ -343,57 +314,68 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "blosc2"
-version = "2.0.0"
-description = "Python wrapper for the C-Blosc2 library."
-optional = false
-python-versions = ">=3.8, <4"
-files = [
-    {file = "blosc2-2.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4085e5c1df186e1747d8a8578b0cc1c8b7668391d635e9f89e17156912fba85a"},
-    {file = "blosc2-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cec4c0570543921ce6b8c9ffdbf9f2170de37ecaf8e2b213e867e3130b81f205"},
-    {file = "blosc2-2.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fbecd7ef4876811719aa58d84e4b414f430f329162c18578b870f5e77b59864"},
-    {file = "blosc2-2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96dd63eb7641594208e6a865fd60a0bdde24568a180180beb8af4d6608796f3a"},
-    {file = "blosc2-2.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:659e18d5e606a0ca4d80766f86d87e640818051911d01679eed11022243a7e4f"},
-    {file = "blosc2-2.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c58990ab2bcd0f412496acf1d05c65d955d963197bbaa57b10b2ace31c29181a"},
-    {file = "blosc2-2.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f206e6a01a8167b441bf886ff022eb20e0f085b09300f49f3018f566c14d918a"},
-    {file = "blosc2-2.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ec63269428aa3fb45f7d4881b2d11b428c4cb62e854caf54a767a64da4df83e"},
-    {file = "blosc2-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98ab1cd57f9d7422f1636a6b290f2940113ee8be26bfe3823e8c011826972b9c"},
-    {file = "blosc2-2.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:54c5614b18f9f01473758fa64e3bc699adbe31b307a45eca0e07fa2204e4d4a1"},
-    {file = "blosc2-2.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f465b8ab54ecde6b8654672a50a4c3699aafd8e2de0dfcd84ed53f8a34c1734a"},
-    {file = "blosc2-2.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:0497793f55db0b75de08eb4c047a0bc5b96dbe5e405b53803dd3368e36336188"},
-    {file = "blosc2-2.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5c52649837d514669107c77e8f172e9e5ecfa030eef0d378bb47ce1689921c9"},
-    {file = "blosc2-2.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8eb02f67d4ed8ac8f0ce5f3c8cafc0059255bb6899fd35127e4076925640f239"},
-    {file = "blosc2-2.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:32c365bf744353103ed91dc1f03889de03b986588181601594aa7ee773818cb4"},
-    {file = "blosc2-2.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d98e850f0de55e15c402c6e27105ba850f8954e784e30a7f8bde89eb70a08574"},
-    {file = "blosc2-2.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6545d6d7e7365a2a3533d4bdf7095856443aed7d5ddc577ecd0e78083790bff1"},
-    {file = "blosc2-2.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c193959a984e7814833c8be6b9026d7744d2cff4d450476561583a87152e13e"},
-    {file = "blosc2-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea3396de7757092d502fb297a44a8d019d92e750e5aebcd9d39a157fde8785b3"},
-    {file = "blosc2-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:ef018926b55799cf23345127dde8f29356b4451b3e067e1b07f0d186213bd821"},
-    {file = "blosc2-2.0.0.tar.gz", hash = "sha256:f19b0b3674f6c825b490f00d8264b0c540c2cdc11ec7e81178d38b83c57790a1"},
+version = "2.5.1"
+description = "Python wrapper for the C-Blosc2 library"
+optional = false
+python-versions = "<4,>=3.8"
+files = [
+    {file = "blosc2-2.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c861262b7fe317c1614a9b59b6c9edf409532b4a6aaf5b2f4ad0d79c6f800b57"},
+    {file = "blosc2-2.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f35b5d69a7a41e9d5054297d2540c25f8af5ea3c62e4a80ca7359292d783c04"},
+    {file = "blosc2-2.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:546fa39f397dd54b13d7c42a4f890afaf16c70fe478712070942d464c440ce03"},
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 [package.extras]
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+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
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 name = "cookiecutter"
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 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
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-
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 name = "darglint"
 version = "1.8.1"
@@ -1070,11 +990,14 @@ files = [
 
 [[package]]
 name = "docutils"
-version = "0.20.1"
+version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
-python-versions = "*"
-files = []
+python-versions = ">=3.9"
+files = [
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+]
 
 [[package]]
 name = "dynetx"
@@ -1593,42 +1516,40 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.12.3"
+version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
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 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
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 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
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 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
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+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
 [[package]]
 name = "ipyvue"
@@ -1873,11 +1794,9 @@ files = [
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 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
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 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
@@ -1901,7 +1820,6 @@ files = [
 ]
 
 [package.dependencies]
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
 [[package]]
@@ -2100,7 +2018,6 @@ files = [
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 httpx = ">=0.25.0"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
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 ipykernel = ">=6.5.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
@@ -2182,7 +2099,6 @@ files = [
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
-importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 "jaraco.classes" = "*"
 "jaraco.context" = "*"
 "jaraco.functools" = "*"
@@ -2448,58 +2364,51 @@ files = [
 
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-version = "3.7.5"
+version = "3.9.2"
 description = "Python plotting package"
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-python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -2507,13 +2416,16 @@ contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
-kiwisolver = ">=1.0.1"
-numpy = ">=1.20,<2"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.23"
 packaging = ">=20.0"
-pillow = ">=6.2.0"
+pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[package.extras]
+dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.7"
@@ -2552,13 +2464,13 @@ files = [
 
 [[package]]
 name = "mesa"
-version = "2.1.5"
-description = "Agent-based modeling (ABM) in Python 3+"
+version = "2.3.4"
+description = "Agent-based modeling (ABM) in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2573,8 +2485,8 @@ solara = "*"
 tqdm = "*"
 
 [package.extras]
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-docs = ["ipykernel", "ipython", "myst-nb", "myst-parser", "pydata-sphinx-theme", "seaborn", "sphinx"]
+dev = ["pytest (>=4.6)", "pytest-cov", "pytest-mock", "ruff (>=0.1.1,<0.2.0)", "sphinx"]
+docs = ["ipython", "myst-nb", "myst-parser", "pydata-sphinx-theme", "seaborn", "sphinx"]
 
 [[package]]
 name = "mesa-viz-tornado"
@@ -3016,6 +2928,20 @@ nbformat = ">=5.0.8,<6.0.0"
 Pygments = ">=2.7.3,<3.0.0"
 pytest = ">=6.1.0"
 
+[[package]]
+name = "ndindex"
+version = "1.8"
+description = "A Python library for manipulating indices of ndarrays."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+arrays = ["numpy"]
+
 [[package]]
 name = "ndlib"
 version = "5.1.1"
@@ -3065,21 +2991,21 @@ python-igraph = "*"
 
 [[package]]
 name = "networkx"
-version = "3.1"
+version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.extras]
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-developer = ["mypy (>=1.1)", "pre-commit (>=3.2)"]
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-test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
+default = ["matplotlib (>=3.5)", "numpy (>=1.22)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
+developer = ["changelist (==0.4)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
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+extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nh3"
@@ -3148,81 +3074,88 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numexpr"
-version = "2.8.6"
+version = "2.10.1"
 description = "Fast numerical expression evaluator for NumPy"
 optional = false
-python-versions = ">=3.7"
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-    {file = "watchdog-4.0.2-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:2d468028a77b42cc685ed694a7a550a8d1771bb05193ba7b24006b8241a571a1"},
-    {file = "watchdog-4.0.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f15edcae3830ff20e55d1f4e743e92970c847bcddc8b7509bcd172aa04de506e"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:936acba76d636f70db8f3c66e76aa6cb5136a936fc2a5088b9ce1c7a3508fc83"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_armv7l.whl", hash = "sha256:e252f8ca942a870f38cf785aef420285431311652d871409a64e2a0a52a2174c"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_i686.whl", hash = "sha256:0e83619a2d5d436a7e58a1aea957a3c1ccbf9782c43c0b4fed80580e5e4acd1a"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_ppc64.whl", hash = "sha256:88456d65f207b39f1981bf772e473799fcdc10801062c36fd5ad9f9d1d463a73"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:32be97f3b75693a93c683787a87a0dc8db98bb84701539954eef991fb35f5fbc"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_s390x.whl", hash = "sha256:c82253cfc9be68e3e49282831afad2c1f6593af80c0daf1287f6a92657986757"},
-    {file = "watchdog-4.0.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:c0b14488bd336c5b1845cee83d3e631a1f8b4e9c5091ec539406e4a324f882d8"},
-    {file = "watchdog-4.0.2-py3-none-win32.whl", hash = "sha256:0d8a7e523ef03757a5aa29f591437d64d0d894635f8a50f370fe37f913ce4e19"},
-    {file = "watchdog-4.0.2-py3-none-win_amd64.whl", hash = "sha256:c344453ef3bf875a535b0488e3ad28e341adbd5a9ffb0f7d62cefacc8824ef2b"},
-    {file = "watchdog-4.0.2-py3-none-win_ia64.whl", hash = "sha256:baececaa8edff42cd16558a639a9b0ddf425f93d892e8392a56bf904f5eff22c"},
-    {file = "watchdog-4.0.2.tar.gz", hash = "sha256:b4dfbb6c49221be4535623ea4474a4d6ee0a9cef4a80b20c28db4d858b64e270"},
+python-versions = ">=3.9"
+files = [
+    {file = "watchdog-5.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d961f4123bb3c447d9fcdcb67e1530c366f10ab3a0c7d1c0c9943050936d4877"},
+    {file = "watchdog-5.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72990192cb63872c47d5e5fefe230a401b87fd59d257ee577d61c9e5564c62e5"},
+    {file = "watchdog-5.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6bec703ad90b35a848e05e1b40bf0050da7ca28ead7ac4be724ae5ac2653a1a0"},
+    {file = "watchdog-5.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:dae7a1879918f6544201d33666909b040a46421054a50e0f773e0d870ed7438d"},
+    {file = "watchdog-5.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c4a440f725f3b99133de610bfec93d570b13826f89616377715b9cd60424db6e"},
+    {file = "watchdog-5.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f8b2918c19e0d48f5f20df458c84692e2a054f02d9df25e6c3c930063eca64c1"},
+    {file = "watchdog-5.0.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:aa9cd6e24126d4afb3752a3e70fce39f92d0e1a58a236ddf6ee823ff7dba28ee"},
+    {file = "watchdog-5.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f627c5bf5759fdd90195b0c0431f99cff4867d212a67b384442c51136a098ed7"},
+    {file = "watchdog-5.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d7594a6d32cda2b49df3fd9abf9b37c8d2f3eab5df45c24056b4a671ac661619"},
+    {file = "watchdog-5.0.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ba32efcccfe2c58f4d01115440d1672b4eb26cdd6fc5b5818f1fb41f7c3e1889"},
+    {file = "watchdog-5.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:963f7c4c91e3f51c998eeff1b3fb24a52a8a34da4f956e470f4b068bb47b78ee"},
+    {file = "watchdog-5.0.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:8c47150aa12f775e22efff1eee9f0f6beee542a7aa1a985c271b1997d340184f"},
+    {file = "watchdog-5.0.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:14dd4ed023d79d1f670aa659f449bcd2733c33a35c8ffd88689d9d243885198b"},
+    {file = "watchdog-5.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b84bff0391ad4abe25c2740c7aec0e3de316fdf7764007f41e248422a7760a7f"},
+    {file = "watchdog-5.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3e8d5ff39f0a9968952cce548e8e08f849141a4fcc1290b1c17c032ba697b9d7"},
+    {file = "watchdog-5.0.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:fb223456db6e5f7bd9bbd5cd969f05aae82ae21acc00643b60d81c770abd402b"},
+    {file = "watchdog-5.0.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9814adb768c23727a27792c77812cf4e2fd9853cd280eafa2bcfa62a99e8bd6e"},
+    {file = "watchdog-5.0.2-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:901ee48c23f70193d1a7bc2d9ee297df66081dd5f46f0ca011be4f70dec80dab"},
+    {file = "watchdog-5.0.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:638bcca3d5b1885c6ec47be67bf712b00a9ab3d4b22ec0881f4889ad870bc7e8"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:5597c051587f8757798216f2485e85eac583c3b343e9aa09127a3a6f82c65ee8"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_armv7l.whl", hash = "sha256:53ed1bf71fcb8475dd0ef4912ab139c294c87b903724b6f4a8bd98e026862e6d"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_i686.whl", hash = "sha256:29e4a2607bd407d9552c502d38b45a05ec26a8e40cc7e94db9bb48f861fa5abc"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_ppc64.whl", hash = "sha256:b6dc8f1d770a8280997e4beae7b9a75a33b268c59e033e72c8a10990097e5fde"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:d2ab34adc9bf1489452965cdb16a924e97d4452fcf88a50b21859068b50b5c3b"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_s390x.whl", hash = "sha256:7d1aa7e4bb0f0c65a1a91ba37c10e19dabf7eaaa282c5787e51371f090748f4b"},
+    {file = "watchdog-5.0.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:726eef8f8c634ac6584f86c9c53353a010d9f311f6c15a034f3800a7a891d941"},
+    {file = "watchdog-5.0.2-py3-none-win32.whl", hash = "sha256:bda40c57115684d0216556671875e008279dea2dc00fcd3dde126ac8e0d7a2fb"},
+    {file = "watchdog-5.0.2-py3-none-win_amd64.whl", hash = "sha256:d010be060c996db725fbce7e3ef14687cdcc76f4ca0e4339a68cc4532c382a73"},
+    {file = "watchdog-5.0.2-py3-none-win_ia64.whl", hash = "sha256:3960136b2b619510569b90f0cd96408591d6c251a75c97690f4553ca88889769"},
+    {file = "watchdog-5.0.2.tar.gz", hash = "sha256:dcebf7e475001d2cdeb020be630dc5b687e9acdd60d16fea6bb4508e7b94cf76"},
 ]
 
 [package.extras]
@@ -5555,20 +5450,6 @@ files = [
     {file = "websockets-13.0.1.tar.gz", hash = "sha256:4d6ece65099411cfd9a48d13701d7438d9c34f479046b34c50ff60bb8834e43e"},
 ]
 
-[[package]]
-name = "wheel"
-version = "0.44.0"
-description = "A built-package format for Python"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"},
-    {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"},
-]
-
-[package.extras]
-test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
-
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.13"
@@ -5639,5 +5520,5 @@ type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8,<3.12"
-content-hash = "73577b52f0ea3a28f23b9ea5ab0569d0a8794bc7c3f547b18a7910febed4772d"
+python-versions = ">=3.9,<3.13"
+content-hash = "fb8978e54bfb79c61c66694fc9d61ef468234ffcd4ca7456b5f6c75d2709b80d"
diff --git a/pyproject.toml b/pyproject.toml
index d21cef08..80daa597 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,10 +27,10 @@ classifiers = [
     'License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)',
     'Natural Language :: English',
     'Programming Language :: Python :: 3',
-    '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',
     'Topic :: Scientific/Engineering'
 ]
 
@@ -39,7 +39,7 @@ classifiers = [
 "Pull Requests" = "https://github.com/bancaditalia/black-it/pulls"
 
 [tool.poetry.dependencies]
-python = ">=3.8,<3.12"
+python = ">=3.9,<3.13"
 ipywidgets = "^8.1.2"
 matplotlib = "^3.7.3"
 numpy = ">=1.24.4,<1.27.0"
@@ -49,7 +49,7 @@ seaborn = "^0.12.2"
 statsmodels = "^0.14.1"
 tables = "^3.8.0"
 xgboost = "^1.7.6"
-scipy = "^1.10.1"
+scipy = "^1.11.4"
 joblib = "^1.3.2"
 gymnasium = "^0.27.1"
 
diff --git a/tox.ini b/tox.ini
index ca94059d..e5b93d81 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 isolated_build = True
-envlist = bandit, check-copyright, black-check, vulture, mypy, py3{8,9,10,11}, docs
+envlist = bandit, check-copyright, black-check, vulture, mypy, py3{9,10,11,12}, docs
 
 [tox:.package]
 # note tox will use the same python version as under what tox is installed to package
@@ -29,12 +29,12 @@ commands =
         --cov-report=html \
         --cov-report=term {posargs}
 
-[testenv:py{38,39,310,311}]
+[testenv:py{39,310,311,312}]
 commands =
     {[testenv]commands}
 
 # test environment for notebooks
-[testenv:py{38,39,310,311}-nb]
+[testenv:py{39,310,311,312}-nb]
 deps =
     pytest==7.4.2
     mesa==2.1.1

From 2c83b4212f2ac5bfce2716de23299d2a5a0cc3de Mon Sep 17 00:00:00 2001
From: Aldo <ealdoglielmo@gmail.com>
Date: Thu, 5 Sep 2024 11:56:28 +0200
Subject: [PATCH 6/8] lint: solve mypy errors introduced in the previous commit

---
 black_it/calibrator.py                |  8 +++++---
 black_it/loss_functions/gsl_div.py    |  2 +-
 black_it/loss_functions/likelihood.py | 12 ++++++++----
 black_it/plot/plot_results.py         |  4 +++-
 black_it/samplers/xgboost.py          |  6 +++---
 black_it/search_space.py              |  2 +-
 tests/test_samplers/test_xgboost.py   |  7 ++++---
 7 files changed, 25 insertions(+), 16 deletions(-)

diff --git a/black_it/calibrator.py b/black_it/calibrator.py
index 40e8ffff..78854490 100644
--- a/black_it/calibrator.py
+++ b/black_it/calibrator.py
@@ -127,9 +127,11 @@ def __init__(  # noqa: PLR0913
         # initialize arrays
         self.params_samp = np.zeros((0, self.param_grid.dims))
         self.losses_samp = np.zeros(0)
-        self.batch_num_samp = np.zeros(0, dtype=int)
-        self.method_samp = np.zeros(0, dtype=int)
-        self.series_samp = np.zeros((0, self.ensemble_size, self.N, self.D))
+        self.batch_num_samp: NDArray[np.int64] = np.zeros(0, dtype=int)
+        self.method_samp: NDArray[np.int64] = np.zeros(0, dtype=int)
+        self.series_samp: NDArray[np.float64] = np.zeros(
+            (0, self.ensemble_size, self.N, self.D),
+        )
 
         # initialize variables before calibration
         self.n_sampled_params = 0
diff --git a/black_it/loss_functions/gsl_div.py b/black_it/loss_functions/gsl_div.py
index f70696bc..28af0cbc 100644
--- a/black_it/loss_functions/gsl_div.py
+++ b/black_it/loss_functions/gsl_div.py
@@ -270,7 +270,7 @@ def get_words(time_series: NDArray[np.float64], length: int) -> NDArray:
             "the chosen word length is too high",
             exception_class=ValueError,
         )
-        tsw = np.zeros(shape=(tswlen,), dtype=np.int32)
+        tsw: NDArray[np.float64] = np.zeros(shape=(tswlen,), dtype=np.int32)
 
         for i in range(length):
             k = 10 ** (length - i - 1)
diff --git a/black_it/loss_functions/likelihood.py b/black_it/loss_functions/likelihood.py
index 39243941..bef9f3bf 100644
--- a/black_it/loss_functions/likelihood.py
+++ b/black_it/loss_functions/likelihood.py
@@ -18,7 +18,7 @@
 from __future__ import annotations
 
 import warnings
-from typing import TYPE_CHECKING, Callable
+from typing import TYPE_CHECKING, Callable, cast
 
 import numpy as np
 
@@ -82,9 +82,13 @@ def compute_loss(
         Returns:
             The loss value.
         """
-        r = sim_data_ensemble.shape[0]  # number of repetitions
-        s = sim_data_ensemble.shape[1]  # simulation length
-        d = sim_data_ensemble.shape[2]  # number of dimensions
+        sim_data_ensemble_shape: tuple[int, int, int] = cast(
+            tuple[int, int, int],
+            sim_data_ensemble.shape,
+        )
+        r = sim_data_ensemble_shape[0]  # number of repetitions
+        s = sim_data_ensemble_shape[1]  # simulation length
+        d = sim_data_ensemble_shape[2]  # time series dimension
 
         if self.coordinate_weights is not None:
             warnings.warn(  # noqa: B028
diff --git a/black_it/plot/plot_results.py b/black_it/plot/plot_results.py
index 68bceec2..a5d233f7 100644
--- a/black_it/plot/plot_results.py
+++ b/black_it/plot/plot_results.py
@@ -32,6 +32,8 @@
 if TYPE_CHECKING:
     import os
 
+    from numpy.typing import NDArray
+
 
 def _get_samplers_id_table(saving_folder: str | os.PathLike) -> dict[str, int]:
     """Get the id table of the samplers from the checkpoint.
@@ -298,7 +300,7 @@ def plot_sampling_interact(saving_folder: str | os.PathLike) -> None:
     data_frame = pd.read_csv(calibration_results_file)
 
     max_bn = int(max(data_frame["batch_num_samp"]))
-    all_bns = np.arange(max_bn + 1, dtype=int)
+    all_bns: NDArray[np.int64] = np.arange(max_bn + 1, dtype=int)
     indices_bns = np.array_split(all_bns, min(max_bn, 3))
 
     dict_bns = {}
diff --git a/black_it/samplers/xgboost.py b/black_it/samplers/xgboost.py
index 275cea5b..da9b6d07 100644
--- a/black_it/samplers/xgboost.py
+++ b/black_it/samplers/xgboost.py
@@ -28,9 +28,9 @@
 if TYPE_CHECKING:
     from numpy.typing import NDArray
 
-MAX_FLOAT32 = np.finfo(np.float32).max
-MIN_FLOAT32 = np.finfo(np.float32).min
-EPS_FLOAT32 = np.finfo(np.float32).eps
+MAX_FLOAT32: float = cast(float, np.finfo(np.float32).max)
+MIN_FLOAT32: float = cast(float, np.finfo(np.float32).min)
+EPS_FLOAT32: float = cast(float, np.finfo(np.float32).eps)
 
 
 class XGBoostSampler(MLSurrogateSampler):
diff --git a/black_it/search_space.py b/black_it/search_space.py
index 41a55e1c..2e03e1bd 100644
--- a/black_it/search_space.py
+++ b/black_it/search_space.py
@@ -72,7 +72,7 @@ def __init__(
         self._param_grid: list[NDArray[np.float64]] = []
         self._space_size = 1
         for i in range(self.dims):
-            new_col = np.arange(
+            new_col: NDArray[np.float64] = np.arange(
                 parameters_bounds[0][i],
                 parameters_bounds[1][i] + 0.0000001,
                 parameters_precision[i],
diff --git a/tests/test_samplers/test_xgboost.py b/tests/test_samplers/test_xgboost.py
index 23a36369..590f5527 100644
--- a/tests/test_samplers/test_xgboost.py
+++ b/tests/test_samplers/test_xgboost.py
@@ -15,6 +15,7 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 """This module contains tests for the xgboost sampler."""
 import sys
+from typing import cast
 
 import numpy as np
 
@@ -34,9 +35,9 @@
 else:
     expected_params = np.array([[0.24, 0.26], [0.37, 0.21], [0.43, 0.14], [0.11, 0.04]])
 
-MAX_FLOAT32 = np.finfo(np.float32).max
-MIN_FLOAT32 = np.finfo(np.float32).min
-EPS_FLOAT32 = np.finfo(np.float32).eps
+MAX_FLOAT32: float = cast(float, np.finfo(np.float32).max)
+MIN_FLOAT32: float = cast(float, np.finfo(np.float32).min)
+EPS_FLOAT32: float = cast(float, np.finfo(np.float32).eps)
 
 
 def test_xgboost_2d() -> None:

From 5a00cf46c4d2e6db2f394b647baf2498ff5862bf Mon Sep 17 00:00:00 2001
From: muxator <antonio.muci@bancaditalia.it>
Date: Sat, 24 Feb 2024 13:06:29 +0100
Subject: [PATCH 7/8] lint: since we moved to python 3.9, let's bump ruff's
 target to 3.9, too

---
 .ruff.toml                                          | 4 ++--
 black_it/calibrator.py                              | 3 ++-
 black_it/loss_functions/base.py                     | 5 ++++-
 black_it/plot/plot_results.py                       | 3 ++-
 black_it/samplers/halton.py                         | 4 +++-
 black_it/schedulers/base.py                         | 4 +++-
 black_it/schedulers/rl/rl_scheduler.py              | 5 +++--
 black_it/utils/json_pandas_checkpointing.py         | 4 +++-
 black_it/utils/sqlite3_checkpointing.py             | 4 +++-
 examples/models/economics/brock_hommes.py           | 4 +++-
 examples/models/simple_models.py                    | 4 +++-
 tests/test_examples/base.py                         | 2 +-
 tests/test_plot/base.py                             | 5 ++++-
 tests/test_plot/test_plot_descriptive_statistics.py | 5 ++++-
 14 files changed, 40 insertions(+), 16 deletions(-)

diff --git a/.ruff.toml b/.ruff.toml
index a2adefc2..141519ff 100644
--- a/.ruff.toml
+++ b/.ruff.toml
@@ -42,8 +42,8 @@ dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
 # Whether to enable preview mode. When preview mode is enabled, Ruff will use unstable rules and fixes.
 preview = true
 
-# Assume Python 3.8
-target-version = "py38"
+# Assume Python 3.9
+target-version = "py39"
 
 [per-file-ignores]
 "examples/docker-sir.py" = ["INP001", "T201"]
diff --git a/black_it/calibrator.py b/black_it/calibrator.py
index 78854490..419bd4a5 100644
--- a/black_it/calibrator.py
+++ b/black_it/calibrator.py
@@ -22,7 +22,7 @@
 import time
 import warnings
 from pathlib import Path
-from typing import TYPE_CHECKING, Callable, Sequence, cast
+from typing import TYPE_CHECKING, Callable, cast
 
 import numpy as np
 from joblib import Parallel, delayed  # type: ignore[import]
@@ -39,6 +39,7 @@
 
 if TYPE_CHECKING:
     import os
+    from collections.abc import Sequence
 
     from numpy.typing import NDArray
 
diff --git a/black_it/loss_functions/base.py b/black_it/loss_functions/base.py
index 09152b69..4da740d6 100644
--- a/black_it/loss_functions/base.py
+++ b/black_it/loss_functions/base.py
@@ -18,13 +18,16 @@
 from __future__ import annotations
 
 from abc import ABC, abstractmethod
-from typing import Callable, Optional, Sequence
+from typing import TYPE_CHECKING, Callable, Optional
 
 import numpy as np
 from numpy.typing import NDArray
 
 from black_it.utils.base import _assert
 
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
 TimeSeriesFilter = Optional[Callable[[NDArray[np.float64]], NDArray[np.float64]]]
 """A filter that receives a time series and returns its filtered version. Used by the BaseLoss constructor."""
 
diff --git a/black_it/plot/plot_results.py b/black_it/plot/plot_results.py
index a5d233f7..ed42c167 100644
--- a/black_it/plot/plot_results.py
+++ b/black_it/plot/plot_results.py
@@ -19,7 +19,7 @@
 
 import pickle  # nosec B403
 from pathlib import Path
-from typing import TYPE_CHECKING, Collection
+from typing import TYPE_CHECKING
 
 import matplotlib.pyplot as plt  # type: ignore[import]
 import numpy as np
@@ -31,6 +31,7 @@
 
 if TYPE_CHECKING:
     import os
+    from collections.abc import Collection
 
     from numpy.typing import NDArray
 
diff --git a/black_it/samplers/halton.py b/black_it/samplers/halton.py
index e4550f0c..3cc1b5a2 100644
--- a/black_it/samplers/halton.py
+++ b/black_it/samplers/halton.py
@@ -18,7 +18,7 @@
 from __future__ import annotations
 
 import itertools
-from typing import TYPE_CHECKING, Iterator
+from typing import TYPE_CHECKING
 
 import numpy as np
 
@@ -26,6 +26,8 @@
 from black_it.utils.base import check_arg, digitize_data
 
 if TYPE_CHECKING:
+    from collections.abc import Iterator
+
     from numpy.typing import NDArray
 
     from black_it.search_space import SearchSpace
diff --git a/black_it/schedulers/base.py b/black_it/schedulers/base.py
index 1af5aa6a..0ae00730 100644
--- a/black_it/schedulers/base.py
+++ b/black_it/schedulers/base.py
@@ -19,11 +19,13 @@
 
 import contextlib
 from abc import ABC, abstractmethod
-from typing import TYPE_CHECKING, Generator, Sequence
+from typing import TYPE_CHECKING
 
 from black_it.utils.seedable import BaseSeedable
 
 if TYPE_CHECKING:
+    from collections.abc import Generator, Sequence
+
     import numpy as np
     from numpy.typing import NDArray
 
diff --git a/black_it/schedulers/rl/rl_scheduler.py b/black_it/schedulers/rl/rl_scheduler.py
index 3c88b814..5235df72 100644
--- a/black_it/schedulers/rl/rl_scheduler.py
+++ b/black_it/schedulers/rl/rl_scheduler.py
@@ -18,7 +18,7 @@
 from __future__ import annotations
 
 import threading
-from typing import TYPE_CHECKING, List, Sequence, cast
+from typing import TYPE_CHECKING, cast
 
 import numpy as np
 
@@ -27,6 +27,7 @@
 from black_it.schedulers.base import BaseScheduler
 
 if TYPE_CHECKING:
+    from collections.abc import Sequence
     from queue import Queue
 
     from numpy._typing import NDArray
@@ -103,7 +104,7 @@ def _add_or_get_bootstrap_sampler(
             return samplers, sampler_types[HaltonSampler]
 
         new_sampler = HaltonSampler(batch_size=1)
-        return tuple(list(samplers) + cast(List[BaseSampler], [new_sampler])), len(
+        return tuple(list(samplers) + cast(list[BaseSampler], [new_sampler])), len(
             samplers,
         )
 
diff --git a/black_it/utils/json_pandas_checkpointing.py b/black_it/utils/json_pandas_checkpointing.py
index b740e6ad..ab7289b6 100644
--- a/black_it/utils/json_pandas_checkpointing.py
+++ b/black_it/utils/json_pandas_checkpointing.py
@@ -20,7 +20,7 @@
 import json
 import pickle  # nosec B403
 from pathlib import Path
-from typing import TYPE_CHECKING, Mapping
+from typing import TYPE_CHECKING
 
 import numpy as np
 import pandas as pd  # type: ignore[import]
@@ -29,6 +29,8 @@
 from black_it.utils.base import NumpyArrayEncoder, PathLike
 
 if TYPE_CHECKING:
+    from collections.abc import Mapping
+
     from numpy.typing import NDArray
 
     from black_it.loss_functions.base import BaseLoss
diff --git a/black_it/utils/sqlite3_checkpointing.py b/black_it/utils/sqlite3_checkpointing.py
index bde439c5..27a5be82 100644
--- a/black_it/utils/sqlite3_checkpointing.py
+++ b/black_it/utils/sqlite3_checkpointing.py
@@ -23,12 +23,14 @@
 import pickle  # nosec B403
 import sqlite3
 from pathlib import Path
-from typing import TYPE_CHECKING, Mapping, Sequence
+from typing import TYPE_CHECKING
 
 import numpy as np
 from numpy.typing import NDArray
 
 if TYPE_CHECKING:
+    from collections.abc import Mapping, Sequence
+
     from black_it.loss_functions.base import BaseLoss
     from black_it.samplers.base import BaseSampler
     from black_it.utils.base import PathLike
diff --git a/examples/models/economics/brock_hommes.py b/examples/models/economics/brock_hommes.py
index 5bab458f..ccdb64fb 100644
--- a/examples/models/economics/brock_hommes.py
+++ b/examples/models/economics/brock_hommes.py
@@ -17,12 +17,14 @@
 """Implementation of the model in (Brock and Hommes, 1998)."""
 from __future__ import annotations
 
-from typing import TYPE_CHECKING, Sequence
+from typing import TYPE_CHECKING
 
 import numpy as np
 from scipy.special import softmax
 
 if TYPE_CHECKING:
+    from collections.abc import Sequence
+
     from numpy.typing import NDArray
 
 
diff --git a/examples/models/simple_models.py b/examples/models/simple_models.py
index 32853314..9ee8ef6e 100644
--- a/examples/models/simple_models.py
+++ b/examples/models/simple_models.py
@@ -28,12 +28,14 @@
 """
 from __future__ import annotations
 
-from typing import TYPE_CHECKING, Sequence
+from typing import TYPE_CHECKING
 
 import numpy as np
 from scipy.stats import alpha, bernoulli
 
 if TYPE_CHECKING:
+    from collections.abc import Sequence
+
     from numpy.typing import NDArray
 
 
diff --git a/tests/test_examples/base.py b/tests/test_examples/base.py
index 3c2a9510..6dd89c27 100644
--- a/tests/test_examples/base.py
+++ b/tests/test_examples/base.py
@@ -16,8 +16,8 @@
 
 """Base module for example tests."""
 import sys
+from collections.abc import Sequence
 from pathlib import Path
-from typing import Sequence
 
 import pytest
 
diff --git a/tests/test_plot/base.py b/tests/test_plot/base.py
index a009aedb..57203290 100644
--- a/tests/test_plot/base.py
+++ b/tests/test_plot/base.py
@@ -20,11 +20,14 @@
 import logging
 from pathlib import Path
 from tempfile import TemporaryDirectory
-from typing import Any, Callable, Sequence
+from typing import TYPE_CHECKING, Any, Callable
 
 import matplotlib.pyplot as plt  # type: ignore[import]
 from matplotlib.testing.compare import compare_images  # type: ignore[import]
 
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
 
 class BasePlotTest:
     """Base test class for plotting functions."""
diff --git a/tests/test_plot/test_plot_descriptive_statistics.py b/tests/test_plot/test_plot_descriptive_statistics.py
index 6092edb3..2a0cb857 100644
--- a/tests/test_plot/test_plot_descriptive_statistics.py
+++ b/tests/test_plot/test_plot_descriptive_statistics.py
@@ -17,7 +17,7 @@
 """This test module contains tests for the plot_descriptive_statistics.py module."""
 from __future__ import annotations
 
-from typing import Any, Sequence
+from typing import TYPE_CHECKING, Any
 
 import numpy as np
 
@@ -26,6 +26,9 @@
 from tests.test_plot.base import BasePlotTest
 from tests.utils.base import skip_on_windows
 
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
 
 @skip_on_windows()
 class TestTsStats(BasePlotTest):

From 62bda988af807a15a97e4b1f5fb0728281799fbb Mon Sep 17 00:00:00 2001
From: Aldo <ealdoglielmo@gmail.com>
Date: Thu, 5 Sep 2024 11:53:49 +0200
Subject: [PATCH 8/8] tox-nb: update nbmake to make it work on 3.12

---
 poetry.lock    | 2 +-
 pyproject.toml | 2 +-
 tox.ini        | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 58823655..81f5252b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5521,4 +5521,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.13"
-content-hash = "fb8978e54bfb79c61c66694fc9d61ef468234ffcd4ca7456b5f6c75d2709b80d"
+content-hash = "ee3d84b68404cda9bf032629517244a4283b75abb48588c8a32546440872fe7e"
diff --git a/pyproject.toml b/pyproject.toml
index 80daa597..1ad6ab41 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ mkdocstrings = "^0.22.0"
 mkdocstrings-python-legacy = "^0.2.3"
 mknotebooks = "^0.8.0"
 mypy = "^1.5.1"
-nbmake = "^1.4.3"
+nbmake = "^1.5.4"
 ndlib = "^5.1.1"
 pydocstyle = "^6.3.0"
 pymdown-extensions = "^10.3"
diff --git a/tox.ini b/tox.ini
index e5b93d81..966f4ea4 100644
--- a/tox.ini
+++ b/tox.ini
@@ -38,7 +38,7 @@ commands =
 deps =
     pytest==7.4.2
     mesa==2.1.1
-    nbmake==1.4.3
+    nbmake==1.5.4
 commands = pytest examples/tests_on_toy_model.ipynb --nbmake --nbmake-timeout=300
 
 [testenv:mypy]