From 47fbeec0ffb4248fb09dd8964a3c07c4d04d64ee Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 21:40:23 +0200
Subject: [PATCH 1/7] support new versions

---
 .github/workflows/pip.yml    |    2 +-
 .github/workflows/wheels.yml |    6 +-
 poetry.lock                  | 1940 +++++++++++++++++++++-------------
 pyproject.toml               |    4 +-
 4 files changed, 1240 insertions(+), 712 deletions(-)

diff --git a/.github/workflows/pip.yml b/.github/workflows/pip.yml
index 69e8dab..1a65ba9 100644
--- a/.github/workflows/pip.yml
+++ b/.github/workflows/pip.yml
@@ -13,7 +13,7 @@ jobs:
       fail-fast: false
       matrix:
         platform: [ubuntu-latest]
-        python-version: ["3.9", "3.11"]
+        python-version: ["3.11", "3.14"]
 
     runs-on: ${{ matrix.platform }}
 
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 775a74b..40f807c 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -44,11 +44,11 @@ jobs:
       with:
         submodules: true
 
-    - uses: pypa/cibuildwheel@v2.21.3
+    - uses: pypa/cibuildwheel@v3.2.0
       env:
         CIBW_ARCHS_MACOS: auto universal2
         CIBW_BUILD: cp*manylinux_x86_64
-        CIBW_SKIP: cp36-* cp37-* cp38-* pp*
+        CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* pp*
 
 
     - name: Verify clean directory
@@ -69,7 +69,7 @@ jobs:
     if: github.event_name == 'release' && github.event.action == 'published'
 
     steps:
-    - uses: actions/setup-python@v4
+    - uses: actions/setup-python@v6
       with:
         python-version: "3.x"
 
diff --git a/poetry.lock b/poetry.lock
index 41f39f3..4f73036 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,138 +1,131 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["dev"]
 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-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+groups = ["dev"]
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.3"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
+groups = ["dev"]
 files = [
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+numpy = ">=1.25"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
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 [[package]]
 name = "cycler"
@@ -215,6 +326,7 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -226,97 +338,119 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
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 graphite = ["lz4 (>=1.7.4.2)"]
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+interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
+lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
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-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+type1 = ["xattr ; sys_platform == \"darwin\""]
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+woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
+groups = ["dev"]
 files = [
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 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
 files = [
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@@ -324,50 +458,63 @@ files = [
 
 [[package]]
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-version = "7.0.1"
+version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
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 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [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"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+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)"]
 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) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.1"
+version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
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 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+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 = "jinja2"
-version = "3.1.5"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -378,221 +525,390 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
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-version = "1.4.5"
+version = "1.4.7"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
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 packaging = ">=20.0"
 pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
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+
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-typing = ["typing-extensions"]
+test-arrow = ["pyarrow"]
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+typing = ["typing-extensions ; python_version < \"3.10\""]
 xmp = ["defusedxml"]
 
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 name = "pygments"
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+version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
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 [[package]]
 name = "pyparsing"
-version = "3.1.1"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+version = "3.2.5"
+description = "pyparsing - Classes and methods to define and execute parsing grammars"
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+python-versions = ">=3.9"
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 [package.extras]
@@ -848,13 +1321,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
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+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"
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 [package.dependencies]
@@ -862,29 +1336,31 @@ six = ">=1.5"
 
 [[package]]
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+version = "2025.2"
 description = "World timezone definitions, modern and historical"
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 ]
 
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 name = "requests"
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+version = "2.32.5"
 description = "Python HTTP for Humans."
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+python-versions = ">=3.9"
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-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
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 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
 sphinxcontrib-jsmath = "*"
 sphinxcontrib-qthelp = "*"
 sphinxcontrib-serializinghtml = ">=1.1.9"
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-[package.dependencies]
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-[package.dependencies]
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+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
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-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
+standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
 [[package]]
@@ -1035,6 +1513,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
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@@ -1045,84 +1524,133 @@ test = ["flake8", "mypy", "pytest"]
 
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+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
+]
+
 [[package]]
 name = "tzdata"
-version = "2023.4"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["dev"]
 files = [
-    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
-    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
+    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
+    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.19.1"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
-    {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
-    {file = "zipp-3.19.1.tar.gz", hash = "sha256:35427f6d5594f4acf82d25541438348c26736fa9b3afa2754bcd63cdb99d8e8f"},
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9"
 content-hash = "31e75c52ef472480ea085740121070efc7c1dc2a32f95c64ec929644196d7580"
diff --git a/pyproject.toml b/pyproject.toml
index de18538..f301cd8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ numpy = "^1.26.3"
 
 [tool.mypy]
 files = "setup.py"
-python_version = "3.7"
+python_version = "3.12"
 strict = true
 show_error_codes = true
 enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
@@ -67,7 +67,7 @@ extend-select = [
 extend-ignore = [
   "E501",   # Line too long
 ]
-target-version = "py39"
+target-version = "py312"
 line-length = 120
 exclude = ["pybind11", "build"]
 

From 57a50fced5cb4db8789de78f7f1697881fed3290 Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 21:48:33 +0200
Subject: [PATCH 2/7] fix linting

---
 pyproject.toml         | 2 +-
 scripts/speed_tests.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f301cd8..860f5f2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ exclude = ["pybind11", "build"]
 
 [tool.ruff.lint]
 select = ["E4", "E7", "E9", "F"]
-ignore = []
+ignore = ["UP007"]
 fixable = ["ALL"]
 unfixable = []
 dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
diff --git a/scripts/speed_tests.py b/scripts/speed_tests.py
index ab83f8c..890b426 100644
--- a/scripts/speed_tests.py
+++ b/scripts/speed_tests.py
@@ -37,7 +37,7 @@ def poisson_decompress_tests(test_object: Elias, input: np.ndarray, output_lengt
     reruns = 5
 
     for compression_name, compression_algorithm in test_objects:
-        for test_size, array in zip(test_sizes, test_arrays):
+        for test_size, array in zip(test_sizes, test_arrays, strict=False):
             for thread in threads:
                 print(
                     f"Experiment: Compression Algorithm {compression_name}, Test Size {test_size}, Number of threads {thread}"

From ea0acc197b5ad377ed5251124f308e41eb813027 Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 22:00:51 +0200
Subject: [PATCH 3/7] update numpy

---
 poetry.lock    | 454 ++++++++++++++++---------------------------------
 pyproject.toml |   4 +-
 2 files changed, 149 insertions(+), 309 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4f73036..f529756 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -148,7 +148,7 @@ description = "Python library for calculating contours of 2D quadrilateral grids
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
     {file = "contourpy-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:880ea32e5c774634f9fcd46504bf9f080a41ad855f4fef54f5380f5133d343c7"},
     {file = "contourpy-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:76c905ef940a4474a6289c71d53122a4f77766eef23c03cd57016ce19d0f7b42"},
@@ -456,55 +456,6 @@ files = [
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "8.7.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.9\""
-files = [
-    {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
-    {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
-]
-
-[package.dependencies]
-zipp = ">=3.20"
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-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)"]
-perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["pytest-mypy"]
-
-[[package]]
-name = "importlib-resources"
-version = "6.5.2"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.9\""
-files = [
-    {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
-    {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
-]
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-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 = "jinja2"
 version = "3.1.6"
@@ -523,131 +474,6 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "kiwisolver"
-version = "1.4.7"
-description = "A fast implementation of the Cassowary constraint solver"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-markers = "python_version < \"3.11\""
-files = [
-    {file = "kiwisolver-1.4.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8a9c83f75223d5e48b0bc9cb1bf2776cf01563e00ade8775ffe13b0b6e1af3a6"},
-    {file = "kiwisolver-1.4.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:58370b1ffbd35407444d57057b57da5d6549d2d854fa30249771775c63b5fe17"},
-    {file = "kiwisolver-1.4.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aa0abdf853e09aff551db11fce173e2177d00786c688203f52c87ad7fcd91ef9"},
-    {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8d53103597a252fb3ab8b5845af04c7a26d5e7ea8122303dd7a021176a87e8b9"},
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-    {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f4d742cb7af1c28303a51b7a27aaee540e71bb8e24f68c736f6f2ffc82f2bf05"},
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 python-versions = ">=3.10"
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+    {file = "numpy-2.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e1ec5615b05369925bd1125f27df33f3b6c8bc10d788d5999ecd8769a1fa04db"},
+    {file = "numpy-2.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2e267c7da5bf7309670523896df97f93f6e469fb931161f483cd6882b3b1a5dc"},
+    {file = "numpy-2.3.3.tar.gz", hash = "sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029"},
 ]
 
 [[package]]
@@ -1437,7 +1299,6 @@ babel = ">=2.13"
 colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
 docutils = ">=0.20,<0.22"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=6.0", markers = "python_version < \"3.10\""}
 Jinja2 = ">=3.1"
 packaging = ">=23.0"
 Pygments = ">=2.17"
@@ -1563,7 +1424,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version < \"3.11\""
+markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -1629,28 +1490,7 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
-[[package]]
-name = "zipp"
-version = "3.23.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.9\""
-files = [
-    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
-    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-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", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9"
-content-hash = "31e75c52ef472480ea085740121070efc7c1dc2a32f95c64ec929644196d7580"
+python-versions = ">=3.10"
+content-hash = "bb8252764e81d304f65e17ba41e28467d221c9f7f63ac7ac75aa6f243a373acb"
diff --git a/pyproject.toml b/pyproject.toml
index 860f5f2..1898873 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,8 +25,8 @@ matplotlib = "^3.8.2"
 pandas = "^2.1.4"
 
 [tool.poetry.dependencies]
-python = ">=3.9"
-numpy = "^1.26.3"
+python = ">=3.10"
+numpy = "^2.2.0"
 
 [tool.mypy]
 files = "setup.py"

From 88a7177bb06ff354159c9e90aa0b0697d61398cc Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 22:14:04 +0200
Subject: [PATCH 4/7] disable gil

---
 .github/workflows/wheels.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 40f807c..3b2e9d8 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -49,6 +49,7 @@ jobs:
         CIBW_ARCHS_MACOS: auto universal2
         CIBW_BUILD: cp*manylinux_x86_64
         CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* pp*
+        PYTHONGIL: 0
 
 
     - name: Verify clean directory

From 186ae23f24719f779aaf7cf1db0e725ce2f90bbb Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 22:14:58 +0200
Subject: [PATCH 5/7] disable gil 2

---
 .github/workflows/wheels.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 3b2e9d8..b125074 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -50,6 +50,7 @@ jobs:
         CIBW_BUILD: cp*manylinux_x86_64
         CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* pp*
         PYTHONGIL: 0
+        PYTHON_GIL: 0
 
 
     - name: Verify clean directory

From cc7f37a99750d4e9cb4fff414f044f8b5df87bea Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 22:24:34 +0200
Subject: [PATCH 6/7] drop 3.10 support

---
 .github/workflows/wheels.yml |   4 +-
 poetry.lock                  | 203 +----------------------------------
 pyproject.toml               |   4 +-
 3 files changed, 5 insertions(+), 206 deletions(-)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index b125074..c421a21 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -48,9 +48,7 @@ jobs:
       env:
         CIBW_ARCHS_MACOS: auto universal2
         CIBW_BUILD: cp*manylinux_x86_64
-        CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* pp*
-        PYTHONGIL: 0
-        PYTHON_GIL: 0
+        CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* cp310-* pp*
 
 
     - name: Verify clean directory
diff --git a/poetry.lock b/poetry.lock
index f529756..b301797 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -141,92 +141,6 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "contourpy"
-version = "1.3.0"
-description = "Python library for calculating contours of 2D quadrilateral grids"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-markers = "python_version == \"3.10\""
-files = [
-    {file = "contourpy-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:880ea32e5c774634f9fcd46504bf9f080a41ad855f4fef54f5380f5133d343c7"},
-    {file = "contourpy-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:76c905ef940a4474a6289c71d53122a4f77766eef23c03cd57016ce19d0f7b42"},
-    {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:92f8557cbb07415a4d6fa191f20fd9d2d9eb9c0b61d1b2f52a8926e43c6e9af7"},
-    {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:36f965570cff02b874773c49bfe85562b47030805d7d8360748f3eca570f4cab"},
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-    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
-    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
-]
-
 [[package]]
 name = "tzdata"
 version = "2025.2"
@@ -1492,5 +1293,5 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.10"
-content-hash = "bb8252764e81d304f65e17ba41e28467d221c9f7f63ac7ac75aa6f243a373acb"
+python-versions = ">=3.11"
+content-hash = "876846cdb2e29044599c45c3e7530ccfa02bfd168c8f787ab6affc3e3374eb52"
diff --git a/pyproject.toml b/pyproject.toml
index 1898873..7534840 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,8 +25,8 @@ matplotlib = "^3.8.2"
 pandas = "^2.1.4"
 
 [tool.poetry.dependencies]
-python = ">=3.10"
-numpy = "^2.2.0"
+python = ">=3.11"
+numpy = "^2.3.0"
 
 [tool.mypy]
 files = "setup.py"

From d8163e28fa33ff55d231009d70bb99cbf9e44c8d Mon Sep 17 00:00:00 2001
From: Jeffrey <wiggerjeffrey@gmail.com>
Date: Wed, 8 Oct 2025 22:33:47 +0200
Subject: [PATCH 7/7] drop free threading support

---
 .github/workflows/wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index c421a21..9b9296f 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -48,7 +48,7 @@ jobs:
       env:
         CIBW_ARCHS_MACOS: auto universal2
         CIBW_BUILD: cp*manylinux_x86_64
-        CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* cp310-* pp*
+        CIBW_SKIP: cp36-* cp37-* cp38-* cp39-* cp310-* cp3??t-* pp*
 
 
     - name: Verify clean directory