From 6df88d13177acc6bd28e0dfafe6458c58cc5d1ab Mon Sep 17 00:00:00 2001
From: Radonirinaunimi <rrabeman@nikhef.nl>
Date: Mon, 10 Nov 2025 16:27:17 +0100
Subject: [PATCH 1/4] Allow Positivity to have multiple `Q2`

---
 poetry.lock                         | 1609 ++++++++++++++-------------
 src/pinefarm/external/positivity.py |   41 +-
 2 files changed, 882 insertions(+), 768 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9dceba4..6ac8dbf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,30 +1,31 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "adani"
-version = "1.0.3"
+version = "1.0.5"
 description = "Code computing approximate DIS N3LO coefficients"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
-files = [
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-    {file = "adani-1.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:933a033517c6fb8adba7d2766dcfdba669147754259e27554b63ec7afe310f52"},
-    {file = "adani-1.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99d89360f24ad221cfdfa097498ff7d8593699cfec76629ec7dd9bd7f16be9fa"},
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-    {file = "adani-1.0.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c4b915c9ada1dab0ac8d4364de8de0e9e24f75dea553d3f5242888abca601d26"},
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-    {file = "adani-1.0.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0d3c5f21bfdd85426b5a8cfb6da719b54149396d4450c94eeb4f164c007c74"},
-    {file = "adani-1.0.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e8cc26d6620d9c97d91ecfbd69d3db5af2de1b54591576f24928ebc41865423e"},
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-    {file = "adani-1.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:928d97f0d573a4e1d4079d325c4d643a00828748753646a1c774135194407a31"},
-    {file = "adani-1.0.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:618d07349f5ec4b3f33554b04e56427205fe772c8eea91a472efc50ba1186d22"},
-    {file = "adani-1.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:75703b5a6604493e18147616739430285addf549d27da809e4c4078e461a4265"},
-    {file = "adani-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a5f17c84fdb5a8f4e0a609d1cc8cc87e690df62bd4ca1ec4d6d7e710413a313"},
-    {file = "adani-1.0.3.tar.gz", hash = "sha256:003b2c202fbb67bf766e25850cdb74199a8ce537a0f3a141a43c5b7d068d0e1d"},
+files = [
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+    {file = "adani-1.0.5-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:b6bb0e06c93dc11d3a830672abc79fd854d08a9eb018d55ecb227625eb259dc5"},
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+    {file = "adani-1.0.5-cp38-cp38-macosx_14_0_x86_64.whl", hash = "sha256:9f407d99d1e7fa07d76e157d044348e1b012d1ed79bc2d2a87731eb28bae650a"},
+    {file = "adani-1.0.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ca31a5f8c0ffb821466a30c51dff8e9f73396ae4b8874df4179398813e1bef9"},
+    {file = "adani-1.0.5-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:0efeb4deb0ea04a1c60c4c05a07b2de3b7c9c36695ad1dec58ee7d7dadd7ba25"},
+    {file = "adani-1.0.5-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:a1f95654639d9c00e6fe8f46f7b97036ff10e36917b049960561b7e4c28d0fc4"},
+    {file = "adani-1.0.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a10e1af93e35996bbff7d5750f78af1b16f908fd164bd6af51205b9d394b42c"},
+    {file = "adani-1.0.5.tar.gz", hash = "sha256:710e4c4d2b88f72d2825c19682dd9f0e8f11cbab705fa1103f3df13f701456ae"},
 ]
 
 [[package]]
@@ -33,7 +34,6 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -45,7 +45,6 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -53,226 +52,259 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.3.8"
+version = "3.3.11"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.9.0"
-groups = ["test"]
 files = [
-    {file = "astroid-3.3.8-py3-none-any.whl", hash = "sha256:187ccc0c248bfbba564826c26f070494f7bc964fd286b6d9fff4420e55de828c"},
-    {file = "astroid-3.3.8.tar.gz", hash = "sha256:a88c7994f914a4ea8572fac479459f4955eeccc877be3f2d959a33273b0cf40b"},
+    {file = "astroid-3.3.11-py3-none-any.whl", hash = "sha256:54c760ae8322ece1abd213057c4b5bba7c49818853fc901ef09719a60dbf9dec"},
+    {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {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", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
-groups = ["main", "docs"]
+python-versions = ">=3.7"
 files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
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+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.1"
+version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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 [[package]]
@@ -281,7 +313,6 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
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@@ -296,12 +327,10 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "docs", "test"]
 files = [
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 ]
-markers = {main = "platform_system == \"Windows\"", docs = "sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "commonmark"
@@ -309,7 +338,6 @@ version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
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@@ -320,92 +348,132 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
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 name = "coverage"
-version = "7.6.10"
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["test"]
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 ]
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
+toml = ["tomli"]
 
 [[package]]
 name = "dill"
-version = "0.3.9"
+version = "0.4.0"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["test"]
 files = [
-    {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
-    {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
+    {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"},
+    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
 ]
 
 [package.extras]
@@ -418,7 +486,6 @@ version = "0.18.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["docs"]
 files = [
     {file = "docutils-0.18.1-py2.py3-none-any.whl", hash = "sha256:23010f129180089fbcd3bc08cfefccb3b890b0050e1ca00c867036e9d161b98c"},
     {file = "docutils-0.18.1.tar.gz", hash = "sha256:679987caf361a7539d76e584cbeddc311e3aee937877c87346f31debc63e9d06"},
@@ -430,8 +497,6 @@ version = "0.14.6"
 description = "Evolution Kernel Operators"
 optional = true
 python-versions = "<3.13,>=3.9"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
     {file = "eko-0.14.6-py3-none-any.whl", hash = "sha256:93ec555391911b89ea247ba92a7eb71618f0d3f5ec4b9fbb2637b20e12e5bf5a"},
     {file = "eko-0.14.6.tar.gz", hash = "sha256:6d7242ec4b32d0cb86fdc75dfabc4434fffbe14d3c26343016d51dc8ac33331c"},
@@ -452,30 +517,30 @@ mark = ["banana-hep (>=0.6.12,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["test"]
-markers = "python_version < \"3.11\""
 files = [
-    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
-    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
+    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
+    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.6"
-groups = ["main", "docs"]
+python-versions = ">=3.8"
 files = [
-    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
-    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
+    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
+    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
 ]
 
 [package.extras]
@@ -487,7 +552,6 @@ 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 = ["docs"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -495,66 +559,65 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.5.0"
+version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.8"
-groups = ["docs"]
-markers = "python_version == \"3.9\""
+python-versions = ">=3.9"
 files = [
-    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
-    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
+    {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\""]
+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)"]
 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)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
-groups = ["test"]
+python-versions = ">=3.8"
 files = [
-    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
 [[package]]
 name = "isort"
-version = "5.13.2"
+version = "6.1.0"
 description = "A Python utility / library to sort Python imports."
 optional = false
-python-versions = ">=3.8.0"
-groups = ["test"]
+python-versions = ">=3.9.0"
 files = [
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+
 [package.extras]
-colors = ["colorama (>=0.4.6)"]
+colors = ["colorama"]
+plugins = ["setuptools"]
 
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-version = "3.1.5"
+version = "3.1.6"
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-groups = ["docs"]
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 [package.dependencies]
@@ -565,14 +628,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
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-version = "3.0.0"
+version = "3.0.1"
 description = "A lexer and codec to work with LaTeX code in Python."
 optional = false
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-groups = ["docs"]
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 [[package]]
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 description = "(Un-)polarized Leptoproduction of Heavy Quarks"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
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@@ -598,7 +658,6 @@ version = "0.3"
 description = "python-only lhapdf management"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
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 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
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 python-versions = ">=3.6"
-groups = ["test"]
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 optional = false
 python-versions = ">=3.5"
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 description = "The NNPDF data repository"
 optional = false
 python-versions = "<4.0,>=3.9"
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+    {file = "pandas-2.3.3-cp39-cp39-win_amd64.whl", hash = "sha256:d3e28b3e83862ccf4d85ff19cf8c20b2ae7e503881711ff2d534dc8f761131aa"},
+    {file = "pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b"},
 ]
 
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -999,7 +1108,6 @@ version = "1.2.0"
 description = ""
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "pineappl-1.2.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8466987e637f06ce6732bce75e29791d189bc7fc854fe82ad4994b39a742179a"},
     {file = "pineappl-1.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:86fda052c8c7ee68e614b9d91dd09d2ebea0baa639e017241d5f3098acdad18e"},
@@ -1051,7 +1159,6 @@ version = "1.5.5"
 description = "Interface Python with pkg-config"
 optional = false
 python-versions = ">=3.3,<4.0"
-groups = ["main"]
 files = [
     {file = "pkgconfig-1.5.5-py3-none-any.whl", hash = "sha256:d20023bbeb42ee6d428a0fac6e0904631f545985a10cdd71a20aa58bc47a4209"},
     {file = "pkgconfig-1.5.5.tar.gz", hash = "sha256:deb4163ef11f75b520d822d9505c1f462761b4309b1bb713d08689759ea8b899"},
@@ -1059,55 +1166,53 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.3.6"
+version = "4.4.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
-groups = ["test"]
+python-versions = ">=3.9"
 files = [
-    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
-    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
+    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+    {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.11.2)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.8"
-groups = ["test"]
+python-versions = ">=3.9"
 files = [
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-    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pybtex"
-version = "0.24.0"
+version = "0.25.1"
 description = "A BibTeX-compatible bibliography processor in Python"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
-groups = ["docs"]
+python-versions = ">=3.6"
 files = [
-    {file = "pybtex-0.24.0-py2.py3-none-any.whl", hash = "sha256:e1e0c8c69998452fea90e9179aa2a98ab103f3eed894405b7264e517cc2fcc0f"},
-    {file = "pybtex-0.24.0.tar.gz", hash = "sha256:818eae35b61733e5c007c3fcd2cfb75ed1bc8b4173c1f70b56cc4c0802d34755"},
+    {file = "pybtex-0.25.1-py2.py3-none-any.whl", hash = "sha256:9053b0d619409a0a83f38abad5d9921de5f7b3ede00742beafcd9f10ad0d8c5c"},
+    {file = "pybtex-0.25.1.tar.gz", hash = "sha256:9eaf90267c7e83e225af89fea65c370afbf65f458220d3946a9e3049e1eca491"},
 ]
 
 [package.dependencies]
+importlib_metadata = {version = "*", markers = "python_version < \"3.10\""}
 latexcodec = ">=1.0.4"
 PyYAML = ">=3.01"
-six = "*"
 
 [package.extras]
+doc = ["sphinx"]
 test = ["pytest"]
 
 [[package]]
@@ -1116,7 +1221,6 @@ version = "1.0.3"
 description = "A docutils backend for pybtex."
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
 files = [
     {file = "pybtex-docutils-1.0.3.tar.gz", hash = "sha256:3a7ebdf92b593e00e8c1c538aa9a20bca5d92d84231124715acc964d51d93c6b"},
     {file = "pybtex_docutils-1.0.3-py3-none-any.whl", hash = "sha256:8fd290d2ae48e32fcb54d86b0efb8d573198653c7e2447d5bec5847095f430b9"},
@@ -1128,14 +1232,13 @@ pybtex = ">=0.16"
 
 [[package]]
 name = "pycparser"
-version = "2.22"
+version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
-    {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
-    {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
+    {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
+    {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
 ]
 
 [[package]]
@@ -1144,7 +1247,6 @@ version = "1.15.1"
 description = "Python bindings for libgit2."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "pygit2-1.15.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bb60dbb93135e36b86dd8012ee707ea3b68c02869b6d10f23cfb86e10798bf6f"},
     {file = "pygit2-1.15.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:06d42733a767bfe9245df15f4585823243f0845fab8c81a2c680a0e49a9cb012"},
@@ -1182,14 +1284,13 @@ cffi = ">=1.16.0"
 
 [[package]]
 name = "pygments"
-version = "2.19.1"
+version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "docs"]
 files = [
-    {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
-    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
 ]
 
 [package.extras]
@@ -1197,30 +1298,29 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.3.3"
+version = "3.3.9"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["test"]
 files = [
-    {file = "pylint-3.3.3-py3-none-any.whl", hash = "sha256:26e271a2bc8bce0fc23833805a9076dd9b4d5194e2a02164942cb3cdc37b4183"},
-    {file = "pylint-3.3.3.tar.gz", hash = "sha256:07c607523b17e6d16e2ae0d7ef59602e332caa762af64203c24b41c27139f36a"},
+    {file = "pylint-3.3.9-py3-none-any.whl", hash = "sha256:01f9b0462c7730f94786c283f3e52a1fbdf0494bbe0971a78d7277ef46a751e7"},
+    {file = "pylint-3.3.9.tar.gz", hash = "sha256:d312737d7b25ccf6b01cc4ac629b5dcd14a0fcf3ec392735ac70f137a9d5f83a"},
 ]
 
 [package.dependencies]
-astroid = ">=3.3.8,<=3.4.0-dev0"
+astroid = ">=3.3.8,<=3.4.0.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
+    {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
-    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
 ]
-isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
+isort = ">=4.2.5,<5.13 || >5.13,<7"
 mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+platformdirs = ">=2.2"
+tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
@@ -1232,7 +1332,6 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
-groups = ["test"]
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -1255,7 +1354,6 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
-groups = ["test"]
 files = [
     {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
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@@ -1274,7 +1372,6 @@ 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"
-groups = ["main"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -1285,94 +1382,111 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2024.2"
+version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
-    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
-    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
+    {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
+    {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
 ]
 
 [[package]]
 name = "pyyaml"
-version = "6.0.2"
+version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "docs"]
-files = [
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 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
-groups = ["main", "docs"]
+python-versions = ">=3.9"
 files = [
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 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -1386,7 +1500,6 @@ version = "12.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.6.3,<4.0.0"
-groups = ["main"]
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@@ -1401,18 +1514,17 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 
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 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
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-groups = ["main"]
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 [package.dependencies]
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 [package.extras]
 docs = ["mercurial (>5.7)", "ryd"]
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 ]
 
 [[package]]
@@ -1481,8 +1600,6 @@ version = "1.13.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
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@@ -1521,24 +1638,23 @@ test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "po
 
 [[package]]
 name = "setuptools"
-version = "75.8.0"
+version = "75.9.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
-    {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
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+    {file = "setuptools-75.9.1.tar.gz", hash = "sha256:b6eca2c3070cdc82f71b4cb4bb2946bc0760a210d11362278cf1ff394e6ea32c"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
-core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -1546,7 +1662,6 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "docs"]
 files = [
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@@ -1554,14 +1669,13 @@ files = [
 
 [[package]]
 name = "snowballstemmer"
-version = "2.2.0"
-description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+version = "3.0.1"
+description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
-python-versions = "*"
-groups = ["docs"]
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
 files = [
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+    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
+    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
 ]
 
 [[package]]
@@ -1570,7 +1684,6 @@ version = "7.3.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -1607,7 +1720,6 @@ version = "1.3.0"
 description = "Read the Docs theme for Sphinx"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["docs"]
 files = [
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@@ -1627,7 +1739,6 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -1644,7 +1755,6 @@ version = "2.5.0"
 description = "Sphinx extension for BibTeX style citations."
 optional = false
 python-versions = ">=3.6"
-groups = ["docs"]
 files = [
     {file = "sphinxcontrib-bibtex-2.5.0.tar.gz", hash = "sha256:71b42e5db0e2e284f243875326bf9936aa9a763282277d75048826fef5b00eaa"},
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@@ -1663,7 +1773,6 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
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 files = [
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 [[package]]
@@ -1816,7 +1927,6 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -1834,57 +1944,52 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
-groups = ["test"]
-markers = "python_version < \"3.11\""
+python-versions = ">=3.9"
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
-groups = ["main"]
 files = [
-    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
-    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
+    {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 = "2.3.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "docs"]
 files = [
-    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
-    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
+    {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) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "validobj"
-version = "1.2"
+version = "1.3"
 description = "Validobj gives you valid objects"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
-    {file = "validobj-1.2-py3-none-any.whl", hash = "sha256:a674ff4ae20476ff6839dc55d4d71a229a7588a639bbebdfba2cf944fad4b352"},
-    {file = "validobj-1.2.tar.gz", hash = "sha256:bb03f632ed740220d6ce53cc447dbed023129e26d307c28163c41935ffa270d0"},
+    {file = "validobj-1.3-py3-none-any.whl", hash = "sha256:0ddb2e73693763e2014620327486f9e458fcf1d016ce286a146111dc8493e298"},
+    {file = "validobj-1.3.tar.gz", hash = "sha256:b5a6f79f76064dc1a4e3b2239bf40ea1c4f4ce8d742c9a78784174f784c9cb38"},
 ]
 
 [package.extras]
@@ -1897,8 +2002,6 @@ version = "0.13.7"
 description = "Yet Another Deep-Inelastic Scattering Module"
 optional = true
 python-versions = "<3.13,>=3.9"
-groups = ["main"]
-markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
 files = [
     {file = "yadism-0.13.7-py3-none-any.whl", hash = "sha256:b7e3e63a004b0987aaaa721c5fad3acff1ab9dd1f744d7da5110d34220685b1b"},
     {file = "yadism-0.13.7.tar.gz", hash = "sha256:e4ac3e9762029d1ec95020e1237a1e4073c09adb0ef964461d9947fa24ab8034"},
@@ -1921,23 +2024,21 @@ mark = ["banana-hep (>=0.6.13,<0.7.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
-markers = "python_version == \"3.9\""
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {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\""]
+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 ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [extras]
@@ -1947,6 +2048,6 @@ dis = ["yadism"]
 vrap = ["eko"]
 
 [metadata]
-lock-version = "2.1"
+lock-version = "2.0"
 python-versions = "^3.9"
 content-hash = "693c8610b63a53d8efcab43cc8d2c715334f2e5a2e353bfc27d1ab62c026682b"
diff --git a/src/pinefarm/external/positivity.py b/src/pinefarm/external/positivity.py
index dc1d730..11880cf 100644
--- a/src/pinefarm/external/positivity.py
+++ b/src/pinefarm/external/positivity.py
@@ -26,11 +26,22 @@ def run(self):
         ) as o:
             self.runcard = yaml.safe_load(o)
 
+    def read_kinematics(self):
+        """Read kinematics from runcard."""
+        if "kinematics" in self.runcard:
+            kinematics = self.runcard["kinematics"]
+            xgrid = np.array([point["x"] for point in kinematics])
+            q2grid = np.array([point["q2"] for point in kinematics])
+        else:
+            xgrid = np.array(self.runcard["xgrid"])
+            q2 = self.runcard["q2"]
+            q2grid = np.full_like(xgrid, q2)
+        return xgrid, q2grid
+
     def generate_pineappl(self):
         """Generate grid."""
-        self.xgrid = np.array(self.runcard["xgrid"])
+        self.xgrid, self.q2grid = self.read_kinematics()
         self.pid = self.runcard["pid"]
-        self.q2 = self.runcard["q2"]
         self.hadron_pid = self.runcard["hadron_pid"]
         self.convolution_type = self.runcard.get("convolution_type", "UnpolPDF")
 
@@ -92,16 +103,16 @@ def generate_pineappl(self):
 
         limits = []
         # add each point as a bin
-        for bin_, x in enumerate(self.xgrid):
+        for bin_, (x, q2) in enumerate(zip(self.xgrid, self.q2grid)):
             # keep DIS bins
-            limits.append([(self.q2, self.q2), (x, x)])
+            limits.append([(q2, q2), (x, x)])
             # Fill the subgrid with delta functions
             array_subgrid = np.zeros((1, self.xgrid.size))
             array_subgrid[0][bin_] = x
             # create and set the subgrid
             subgrid = pineappl.subgrid.ImportSubgridV1(
                 array=array_subgrid,
-                node_values=[[self.q2], self.xgrid],
+                node_values=[self.q2grid, self.xgrid],
             )
             grid.set_subgrid(0, bin_, 0, subgrid.into())
         # set the correct observables
@@ -125,27 +136,29 @@ def results(self):
 
         pdf = lhapdf.mkPDF(self.pdf)
         d = {
-            "result": [pdf.xfxQ2(self.pid, x, self.q2) for x in self.xgrid],
+            "result": [
+                pdf.xfxQ2(self.pid, x, q2) for (x, q2) in zip(self.xgrid, self.q2grid)
+            ],
             "error": [1e-15] * len(self.xgrid),
             "sv_min": [
                 np.amin(
                     [
-                        pdf.xfxQ2(self.pid, x, 0.25 * self.q2),
-                        pdf.xfxQ2(self.pid, x, self.q2),
-                        pdf.xfxQ2(self.pid, x, 4.0 * self.q2),
+                        pdf.xfxQ2(self.pid, x, 0.25 * q2),
+                        pdf.xfxQ2(self.pid, x, q2),
+                        pdf.xfxQ2(self.pid, x, 4.0 * q2),
                     ]
                 )
-                for x in self.xgrid
+                for (x, q2) in zip(self.xgrid, self.q2grid)
             ],
             "sv_max": [
                 np.amax(
                     [
-                        pdf.xfxQ2(self.pid, x, 0.25 * self.q2),
-                        pdf.xfxQ2(self.pid, x, self.q2),
-                        pdf.xfxQ2(self.pid, x, 4.0 * self.q2),
+                        pdf.xfxQ2(self.pid, x, 0.25 * q2),
+                        pdf.xfxQ2(self.pid, x, q2),
+                        pdf.xfxQ2(self.pid, x, 4.0 * q2),
                     ]
                 )
-                for x in self.xgrid
+                for (x, q2) in zip(self.xgrid, self.q2grid)
             ],
         }
         results = pd.DataFrame(data=d)

From 53bc884d30113d9166b8326d684920786b932e24 Mon Sep 17 00:00:00 2001
From: Radonirinaunimi <rrabeman@nikhef.nl>
Date: Mon, 10 Nov 2025 16:46:29 +0100
Subject: [PATCH 2/4] Reset `poetry.lock`

---
 poetry.lock | 1609 ++++++++++++++++++++++++---------------------------
 1 file changed, 754 insertions(+), 855 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6ac8dbf..9dceba4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,31 +1,30 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "adani"
-version = "1.0.5"
+version = "1.0.3"
 description = "Code computing approximate DIS N3LO coefficients"
 optional = true
 python-versions = ">=3.8"
-files = [
-    {file = "adani-1.0.5-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:1bc2da23511d81e1f693ef51d81fd3b52bc55ae1938ca71047ca9f74f94cb1bb"},
-    {file = "adani-1.0.5-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:b6bb0e06c93dc11d3a830672abc79fd854d08a9eb018d55ecb227625eb259dc5"},
-    {file = "adani-1.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8352548eac145eadb6ad745e1534839eaec17243b6f1b07a57365e4a492b09c6"},
-    {file = "adani-1.0.5-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:0c270a1e759ed37d5a8d41a0723b075f0977512a33794f06e1303ffc2376daff"},
-    {file = "adani-1.0.5-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:3b32b8166ed65dbd326c62b9bb05745cebdee553a697f5b489c8039e26e5a1c7"},
-    {file = "adani-1.0.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c69f0f01449b9203150121ae831ec6c115661cc6b5f00b64f9965c7435a11e1"},
-    {file = "adani-1.0.5-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:5136a3ca80a1be6def17e752f02531a4ef288e7bae9efcf9359b87d8d599bf65"},
-    {file = "adani-1.0.5-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:effdfd44667cf9b4a160d9e707b6c05c02bcd119dcfbe0274299444b2d5a8931"},
-    {file = "adani-1.0.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e0ed06f0888c40c8c249fa8ed31fdb080a73c89fcde12f3a4939c2c38f9ec6b9"},
-    {file = "adani-1.0.5-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d20ebf2789152f1169886f924336b180d2e4e5fcb90a5885b08683d8f9358542"},
-    {file = "adani-1.0.5-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0a28b071310db0439d18a45969d5c5cbebd1ef58f5b8c98606e349d92717946a"},
-    {file = "adani-1.0.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:631ea094d063f63dce843a50fe69a8cdc62cf7abdd67bcd0f9ac456298981e63"},
-    {file = "adani-1.0.5-cp38-cp38-macosx_14_0_arm64.whl", hash = "sha256:0ec41fb7cd35edca75387d6d1688cc2bcf38c30b236cc0d71251d8e2383c82fb"},
-    {file = "adani-1.0.5-cp38-cp38-macosx_14_0_x86_64.whl", hash = "sha256:9f407d99d1e7fa07d76e157d044348e1b012d1ed79bc2d2a87731eb28bae650a"},
-    {file = "adani-1.0.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ca31a5f8c0ffb821466a30c51dff8e9f73396ae4b8874df4179398813e1bef9"},
-    {file = "adani-1.0.5-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:0efeb4deb0ea04a1c60c4c05a07b2de3b7c9c36695ad1dec58ee7d7dadd7ba25"},
-    {file = "adani-1.0.5-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:a1f95654639d9c00e6fe8f46f7b97036ff10e36917b049960561b7e4c28d0fc4"},
-    {file = "adani-1.0.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a10e1af93e35996bbff7d5750f78af1b16f908fd164bd6af51205b9d394b42c"},
-    {file = "adani-1.0.5.tar.gz", hash = "sha256:710e4c4d2b88f72d2825c19682dd9f0e8f11cbab705fa1103f3df13f701456ae"},
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
+files = [
+    {file = "adani-1.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:21457fe3c49d6314027b76db08d972ab330e1acaf0e98b5afc030a2bfaa710fb"},
+    {file = "adani-1.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:933a033517c6fb8adba7d2766dcfdba669147754259e27554b63ec7afe310f52"},
+    {file = "adani-1.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99d89360f24ad221cfdfa097498ff7d8593699cfec76629ec7dd9bd7f16be9fa"},
+    {file = "adani-1.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0db0acf929881322225e042ed9dee0bbfaf47db8442dd442d1833ffe156b8853"},
+    {file = "adani-1.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5eddd4223c5c5d619bd9b858496b57a8f754aecca96cfb8c0ce57db224ca60b7"},
+    {file = "adani-1.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1cc4825bfaf6a79e1ff4ac44f9f2d5ed6443aaacc64fbb63d5025982fad9d3b6"},
+    {file = "adani-1.0.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c4b915c9ada1dab0ac8d4364de8de0e9e24f75dea553d3f5242888abca601d26"},
+    {file = "adani-1.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b716da4ccc2e09f6b37472c5f539ff336634f569dcf9134472acbf7df3e51576"},
+    {file = "adani-1.0.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0d3c5f21bfdd85426b5a8cfb6da719b54149396d4450c94eeb4f164c007c74"},
+    {file = "adani-1.0.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e8cc26d6620d9c97d91ecfbd69d3db5af2de1b54591576f24928ebc41865423e"},
+    {file = "adani-1.0.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:085f6f8820e5e33f831e21b65de06a78c7a97c929832188e8e4010e898b75214"},
+    {file = "adani-1.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:928d97f0d573a4e1d4079d325c4d643a00828748753646a1c774135194407a31"},
+    {file = "adani-1.0.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:618d07349f5ec4b3f33554b04e56427205fe772c8eea91a472efc50ba1186d22"},
+    {file = "adani-1.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:75703b5a6604493e18147616739430285addf549d27da809e4c4078e461a4265"},
+    {file = "adani-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a5f17c84fdb5a8f4e0a609d1cc8cc87e690df62bd4ca1ec4d6d7e710413a313"},
+    {file = "adani-1.0.3.tar.gz", hash = "sha256:003b2c202fbb67bf766e25850cdb74199a8ce537a0f3a141a43c5b7d068d0e1d"},
 ]
 
 [[package]]
@@ -34,6 +33,7 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -45,6 +45,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -52,259 +53,226 @@ files = [
 
 [[package]]
 name = "astroid"
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 [[package]]
@@ -313,6 +281,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
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@@ -327,10 +296,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "docs", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
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 ]
+markers = {main = "platform_system == \"Windows\"", docs = "sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "commonmark"
@@ -338,6 +309,7 @@ version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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@@ -348,132 +320,92 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
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+    {file = "coverage-7.6.10-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa744da1820678b475e4ba3dfd994c321c5b13381d1041fe9c608620e6676e25"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c0b1818063dc9e9d838c09e3a473c1422f517889436dd980f5d721899e66f315"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:59af35558ba08b758aec4d56182b222976330ef8d2feacbb93964f576a7e7a90"},
+    {file = "coverage-7.6.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7ed2f37cfce1ce101e6dffdfd1c99e729dd2ffc291d02d3e2d0af8b53d13840d"},
+    {file = "coverage-7.6.10-cp39-cp39-win32.whl", hash = "sha256:4bcc276261505d82f0ad426870c3b12cb177752834a633e737ec5ee79bbdff18"},
+    {file = "coverage-7.6.10-cp39-cp39-win_amd64.whl", hash = "sha256:457574f4599d2b00f7f637a0700a6422243b3565509457b2dbd3f50703e11f59"},
+    {file = "coverage-7.6.10-pp39.pp310-none-any.whl", hash = "sha256:fd34e7b3405f0cc7ab03d54a334c17a9e802897580d964bd8c2001f4b9fd488f"},
+    {file = "coverage-7.6.10.tar.gz", hash = "sha256:7fb105327c8f8f0682e29843e2ff96af9dcbe5bab8eeb4b398c6a33a16d80a23"},
 ]
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "dill"
-version = "0.4.0"
+version = "0.3.9"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["test"]
 files = [
-    {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"},
-    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
+    {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
+    {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
 ]
 
 [package.extras]
@@ -486,6 +418,7 @@ version = "0.18.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["docs"]
 files = [
     {file = "docutils-0.18.1-py2.py3-none-any.whl", hash = "sha256:23010f129180089fbcd3bc08cfefccb3b890b0050e1ca00c867036e9d161b98c"},
     {file = "docutils-0.18.1.tar.gz", hash = "sha256:679987caf361a7539d76e584cbeddc311e3aee937877c87346f31debc63e9d06"},
@@ -497,6 +430,8 @@ version = "0.14.6"
 description = "Evolution Kernel Operators"
 optional = true
 python-versions = "<3.13,>=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
     {file = "eko-0.14.6-py3-none-any.whl", hash = "sha256:93ec555391911b89ea247ba92a7eb71618f0d3f5ec4b9fbb2637b20e12e5bf5a"},
     {file = "eko-0.14.6.tar.gz", hash = "sha256:6d7242ec4b32d0cb86fdc75dfabc4434fffbe14d3c26343016d51dc8ac33331c"},
@@ -517,30 +452,30 @@ mark = ["banana-hep (>=0.6.12,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (
 
 [[package]]
 name = "exceptiongroup"
-version = "1.3.0"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+markers = "python_version < \"3.11\""
 files = [
-    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
-    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
-
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
+groups = ["main", "docs"]
 files = [
-    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
-    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
 [package.extras]
@@ -552,6 +487,7 @@ 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 = ["docs"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -559,65 +495,66 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.7.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
+groups = ["docs"]
+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"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+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)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+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 = "iniconfig"
-version = "2.1.0"
+version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
+groups = ["test"]
 files = [
-    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
-    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
 [[package]]
 name = "isort"
-version = "6.1.0"
+version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.8.0"
+groups = ["test"]
 files = [
-    {file = "isort-6.1.0-py3-none-any.whl", hash = "sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784"},
-    {file = "isort-6.1.0.tar.gz", hash = "sha256:9b8f96a14cfee0677e78e941ff62f03769a06d412aabb9e2a90487b3b7e8d481"},
+    {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
+    {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = ">=4.6.0", markers = "python_version < \"3.10\""}
-
 [package.extras]
-colors = ["colorama"]
-plugins = ["setuptools"]
+colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.6"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
-    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
-    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
+    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
+    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
 ]
 
 [package.dependencies]
@@ -628,13 +565,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "latexcodec"
-version = "3.0.1"
+version = "3.0.0"
 description = "A lexer and codec to work with LaTeX code in Python."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
+groups = ["docs"]
 files = [
-    {file = "latexcodec-3.0.1-py3-none-any.whl", hash = "sha256:a9eb8200bff693f0437a69581f7579eb6bca25c4193515c09900ce76451e452e"},
-    {file = "latexcodec-3.0.1.tar.gz", hash = "sha256:e78a6911cd72f9dec35031c6ec23584de6842bfbc4610a9678868d14cdfb0357"},
+    {file = "latexcodec-3.0.0-py3-none-any.whl", hash = "sha256:6f3477ad5e61a0a99bd31a6a370c34e88733a6bad9c921a3ffcfacada12f41a7"},
+    {file = "latexcodec-3.0.0.tar.gz", hash = "sha256:917dc5fe242762cc19d963e6548b42d63a118028cdd3361d62397e3b638b6bc5"},
 ]
 
 [[package]]
@@ -643,6 +581,8 @@ version = "0.2.5"
 description = "(Un-)polarized Leptoproduction of Heavy Quarks"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
 files = [
     {file = "LeProHQ-0.2.5-py3-none-any.whl", hash = "sha256:e262634062a5c6a4c7060d26f2c69a5ac5c68bbc096384dba46f39704d2e0439"},
 ]
@@ -658,6 +598,7 @@ version = "0.3"
 description = "python-only lhapdf management"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "lhapdf_management-0.3-py3-none-any.whl", hash = "sha256:4de67b5451314ba9a91a71538136ec6dcdb02e99a7d98892588b9a0c344485eb"},
     {file = "lhapdf_management-0.3.tar.gz", hash = "sha256:0dc9e13bcdb0387dff6ee16ad8b19988a299f05ea11279f2fa4927017ec23c04"},
@@ -678,6 +619,8 @@ version = "0.42.0"
 description = "lightweight wrapper around basic LLVM functionality"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
     {file = "llvmlite-0.42.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3366938e1bf63d26c34fbfb4c8e8d2ded57d11e0567d5bb243d89aab1eb56098"},
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@@ -704,171 +647,124 @@ files = [
 
 [[package]]
 name = "lz4"
-version = "4.4.5"
+version = "4.3.3"
 description = "LZ4 Bindings for Python"
 optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "lz4-4.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d221fa421b389ab2345640a508db57da36947a437dfe31aeddb8d5c7b646c22d"},
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 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
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 files = [
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 description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.5"
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 files = [
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 description = "The NNPDF data repository"
 optional = false
 python-versions = "<4.0,>=3.9"
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 description = "compiling Python code using LLVM"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
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 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
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 [package.dependencies]
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-    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1108,6 +999,7 @@ version = "1.2.0"
 description = ""
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
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@@ -1159,6 +1051,7 @@ version = "1.5.5"
 description = "Interface Python with pkg-config"
 optional = false
 python-versions = ">=3.3,<4.0"
+groups = ["main"]
 files = [
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@@ -1166,53 +1059,55 @@ files = [
 
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-python-versions = ">=3.9"
+python-versions = ">=3.8"
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-type = ["mypy (>=1.14.1)"]
+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 = "1.6.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
-testing = ["coverage", "pytest", "pytest-benchmark"]
+testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pybtex"
-version = "0.25.1"
+version = "0.24.0"
 description = "A BibTeX-compatible bibliography processor in Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
+groups = ["docs"]
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 ]
 
 [package.dependencies]
-importlib_metadata = {version = "*", markers = "python_version < \"3.10\""}
 latexcodec = ">=1.0.4"
 PyYAML = ">=3.01"
+six = "*"
 
 [package.extras]
-doc = ["sphinx"]
 test = ["pytest"]
 
 [[package]]
@@ -1221,6 +1116,7 @@ version = "1.0.3"
 description = "A docutils backend for pybtex."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
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     {file = "pybtex_docutils-1.0.3-py3-none-any.whl", hash = "sha256:8fd290d2ae48e32fcb54d86b0efb8d573198653c7e2447d5bec5847095f430b9"},
@@ -1232,13 +1128,14 @@ pybtex = ">=0.16"
 
 [[package]]
 name = "pycparser"
-version = "2.23"
+version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
-    {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
+    {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
+    {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
 
 [[package]]
@@ -1247,6 +1144,7 @@ version = "1.15.1"
 description = "Python bindings for libgit2."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pygit2-1.15.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bb60dbb93135e36b86dd8012ee707ea3b68c02869b6d10f23cfb86e10798bf6f"},
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@@ -1284,13 +1182,14 @@ cffi = ">=1.16.0"
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "docs"]
 files = [
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-    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+    {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
+    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
 ]
 
 [package.extras]
@@ -1298,29 +1197,30 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.3.9"
+version = "3.3.3"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
+groups = ["test"]
 files = [
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+    {file = "pylint-3.3.3.tar.gz", hash = "sha256:07c607523b17e6d16e2ae0d7ef59602e332caa762af64203c24b41c27139f36a"},
 ]
 
 [package.dependencies]
-astroid = ">=3.3.8,<=3.4.0.dev0"
+astroid = ">=3.3.8,<=3.4.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
-    {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
+    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
 ]
-isort = ">=4.2.5,<5.13 || >5.13,<7"
+isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2"
-tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
+platformdirs = ">=2.2.0"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
@@ -1332,6 +1232,7 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
 files = [
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@@ -1354,6 +1255,7 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
 files = [
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@@ -1372,6 +1274,7 @@ 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"
+groups = ["main"]
 files = [
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@@ -1382,111 +1285,94 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2025.2"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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+    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
+    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
 ]
 
 [[package]]
 name = "pyyaml"
-version = "6.0.3"
+version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
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 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
+groups = ["main", "docs"]
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 [package.dependencies]
 certifi = ">=2017.4.17"
-charset_normalizer = ">=2,<4"
+charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -1500,6 +1386,7 @@ version = "12.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.6.3,<4.0.0"
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 [package.dependencies]
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 [package.extras]
 docs = ["mercurial (>5.7)", "ryd"]
@@ -1532,66 +1420,59 @@ jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
 [[package]]
 name = "ruamel-yaml-clib"
-version = "0.2.14"
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 python-versions = ">=3.9"
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+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win32.whl", hash = "sha256:beffaed67936fbbeffd10966a4eb53c402fafd3d6833770516bf7314bc6ffa12"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win_amd64.whl", hash = "sha256:040ae85536960525ea62868b642bdb0c2cc6021c9f9d507810c0c604e66f5a7b"},
+    {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
 ]
 
 [[package]]
@@ -1600,6 +1481,8 @@ version = "1.13.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\" or extra == \"vrap\")"
 files = [
     {file = "scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca"},
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@@ -1638,23 +1521,24 @@ test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "po
 
 [[package]]
 name = "setuptools"
-version = "75.9.1"
+version = "75.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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+    {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
+    {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
-core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
+core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -1662,6 +1546,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "docs"]
 files = [
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@@ -1669,13 +1554,14 @@ files = [
 
 [[package]]
 name = "snowballstemmer"
-version = "3.0.1"
-description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
+python-versions = "*"
+groups = ["docs"]
 files = [
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+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 
 [[package]]
@@ -1684,6 +1570,7 @@ version = "7.3.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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@@ -1720,6 +1607,7 @@ version = "1.3.0"
 description = "Read the Docs theme for Sphinx"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["docs"]
 files = [
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@@ -1739,6 +1627,7 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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@@ -1755,6 +1644,7 @@ version = "2.5.0"
 description = "Sphinx extension for BibTeX style citations."
 optional = false
 python-versions = ">=3.6"
+groups = ["docs"]
 files = [
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@@ -1773,6 +1663,7 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
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@@ -1789,6 +1680,7 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
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@@ -1805,6 +1697,7 @@ version = "4.1"
 description = "Extension to include jQuery on newer Sphinx releases"
 optional = false
 python-versions = ">=2.7"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib-jquery-4.1.tar.gz", hash = "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a"},
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@@ -1819,6 +1712,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["docs"]
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
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@@ -1833,6 +1727,7 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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@@ -1849,6 +1744,7 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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@@ -1861,64 +1757,57 @@ test = ["pytest"]
 
 [[package]]
 name = "tomli"
-version = "2.3.0"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-files = [
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+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
+]
+markers = {docs = "python_version < \"3.11\"", test = "python_version < \"3.11\""}
 
 [[package]]
 name = "tomlkit"
-version = "0.13.3"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
+groups = ["test"]
 files = [
-    {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"},
-    {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"},
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
 ]
 
 [[package]]
@@ -1927,6 +1816,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -1944,52 +1834,57 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
-description = "Backported and Experimental Type Hints for Python 3.9+"
+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
+groups = ["test"]
+markers = "python_version < \"3.11\""
 files = [
-    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
-    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main"]
 files = [
-    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
-    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.5.0"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "docs"]
 files = [
-    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
-    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
+    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [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 = "validobj"
-version = "1.3"
+version = "1.2"
 description = "Validobj gives you valid objects"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "validobj-1.3-py3-none-any.whl", hash = "sha256:0ddb2e73693763e2014620327486f9e458fcf1d016ce286a146111dc8493e298"},
-    {file = "validobj-1.3.tar.gz", hash = "sha256:b5a6f79f76064dc1a4e3b2239bf40ea1c4f4ce8d742c9a78784174f784c9cb38"},
+    {file = "validobj-1.2-py3-none-any.whl", hash = "sha256:a674ff4ae20476ff6839dc55d4d71a229a7588a639bbebdfba2cf944fad4b352"},
+    {file = "validobj-1.2.tar.gz", hash = "sha256:bb03f632ed740220d6ce53cc447dbed023129e26d307c28163c41935ffa270d0"},
 ]
 
 [package.extras]
@@ -2002,6 +1897,8 @@ version = "0.13.7"
 description = "Yet Another Deep-Inelastic Scattering Module"
 optional = true
 python-versions = "<3.13,>=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"dis\" or extra == \"complete\")"
 files = [
     {file = "yadism-0.13.7-py3-none-any.whl", hash = "sha256:b7e3e63a004b0987aaaa721c5fad3acff1ab9dd1f744d7da5110d34220685b1b"},
     {file = "yadism-0.13.7.tar.gz", hash = "sha256:e4ac3e9762029d1ec95020e1237a1e4073c09adb0ef964461d9947fa24ab8034"},
@@ -2024,21 +1921,23 @@ mark = ["banana-hep (>=0.6.13,<0.7.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.23.0"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["docs"]
+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"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+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"]
+test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [extras]
@@ -2048,6 +1947,6 @@ dis = ["yadism"]
 vrap = ["eko"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.9"
 content-hash = "693c8610b63a53d8efcab43cc8d2c715334f2e5a2e353bfc27d1ab62c026682b"

From e4d1da120432b24126082d0a4110f58adf3a0c8f Mon Sep 17 00:00:00 2001
From: Radonirinaunimi <rrabeman@nikhef.nl>
Date: Mon, 10 Nov 2025 16:48:18 +0100
Subject: [PATCH 3/4] Prevent `fail-fast` for the CI

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

diff --git a/.github/workflows/unittests.yml b/.github/workflows/unittests.yml
index 9ffc8f7..256be04 100644
--- a/.github/workflows/unittests.yml
+++ b/.github/workflows/unittests.yml
@@ -5,6 +5,7 @@ on: push
 jobs:
   test:
     strategy:
+      fail-fast: false
       matrix:
         python-version: ["3.9", "3.10", "3.11", "3.12"]
 

From b61a61856a6de2f840bb476a4fdb626f8829edd3 Mon Sep 17 00:00:00 2001
From: Radonirinaunimi <rrabeman@nikhef.nl>
Date: Thu, 13 Nov 2025 10:05:38 +0100
Subject: [PATCH 4/4] Fix `Q2` subgrid values

---
 src/pinefarm/external/positivity.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/pinefarm/external/positivity.py b/src/pinefarm/external/positivity.py
index 11880cf..85ea758 100644
--- a/src/pinefarm/external/positivity.py
+++ b/src/pinefarm/external/positivity.py
@@ -112,7 +112,7 @@ def generate_pineappl(self):
             # create and set the subgrid
             subgrid = pineappl.subgrid.ImportSubgridV1(
                 array=array_subgrid,
-                node_values=[self.q2grid, self.xgrid],
+                node_values=[[q2], self.xgrid],
             )
             grid.set_subgrid(0, bin_, 0, subgrid.into())
         # set the correct observables