From 9119ae74d5fb48bd1490e8bfc1a5e7a249d0f618 Mon Sep 17 00:00:00 2001
From: Giacomo Magni <giac.magni@gmail.com>
Date: Wed, 10 Jul 2024 00:25:16 +0200
Subject: [PATCH 1/5] update pos and integ metadata

---
 poetry.lock                            | 1432 ++++++++++++------------
 pyproject.toml                         |    2 +-
 src/pinefarm/external/integrability.py |    7 +-
 src/pinefarm/external/positivity.py    |    5 +-
 4 files changed, 722 insertions(+), 724 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b43a900..b92a3ea 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -60,13 +60,13 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.1.0"
+version = "3.2.2"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"},
-    {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"},
+    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
+    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
 ]
 
 [package.dependencies]
@@ -89,13 +89,13 @@ wheel = ">=0.23.0,<1.0"
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
+    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
 [package.extras]
@@ -118,13 +118,13 @@ six = "*"
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
@@ -342,126 +342,126 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "contourpy"
-version = "1.2.0"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = true
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -487,32 +487,32 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.3.1"
+version = "2024.7.0"
 description = "Parallel PyData with Task Scheduling"
 optional = true
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 click = ">=8.1"
 cloudpickle = ">=1.5.0"
-distributed = {version = "2024.3.1", optional = true, markers = "extra == \"distributed\""}
+distributed = {version = "2024.7.0", optional = true, markers = "extra == \"distributed\""}
 fsspec = ">=2021.09.0"
 importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 packaging = ">=20.0"
-partd = ">=1.2.0"
+partd = ">=1.4.0"
 pyyaml = ">=5.3.1"
 toolz = ">=0.10.0"
 
 [package.extras]
 array = ["numpy (>=1.21)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
-dataframe = ["dask-expr (>=1.0,<1.1)", "dask[array]", "pandas (>=1.3)"]
+dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=2.0)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.3.1)"]
+distributed = ["distributed (==2024.7.0)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
@@ -532,19 +532,19 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "distributed"
-version = "2024.3.1"
+version = "2024.7.0"
 description = "Distributed scheduler for Dask"
 optional = true
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
 click = ">=8.0"
 cloudpickle = ">=1.5.0"
-dask = "2024.3.1"
+dask = "2024.7.0"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -571,13 +571,13 @@ files = [
 
 [[package]]
 name = "eko"
-version = "0.14.2"
+version = "0.14.3"
 description = "Evolution Kernel Operators"
 optional = true
-python-versions = ">=3.9,<3.13"
+python-versions = "<3.13,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -595,13 +595,13 @@ mark = ["banana-hep (>=0.6.12,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -609,64 +609,64 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "flatbuffers"
-version = "24.3.7"
+version = "24.3.25"
 description = "The FlatBuffers serialization format for Python"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "fonttools"
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+version = "4.53.1"
 description = "Tools to manipulate font files"
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 python-versions = ">=3.8"
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 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
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+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -761,6 +717,9 @@ s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
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 tqdm = ["tqdm"]
 
 [[package]]
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 description = "Python AST that abstracts the underlying Python version"
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 ]
 
 [package.dependencies]
@@ -932,13 +879,13 @@ sparktrials = ["pyspark"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -954,22 +901,22 @@ files = [
 
 [[package]]
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-version = "7.1.0"
+version = "8.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
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 perf = ["ipython"]
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 [[package]]
 name = "importlib-resources"
@@ -1016,13 +963,13 @@ colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1033,13 +980,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "keras"
-version = "3.1.1"
+version = "3.4.1"
 description = "Multi-backend Keras."
 optional = true
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1049,6 +996,7 @@ ml-dtypes = "*"
 namex = "*"
 numpy = "*"
 optree = "*"
+packaging = "*"
 rich = "*"
 
 [[package]]
@@ -1217,6 +1165,8 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http
 optional = true
 python-versions = "*"
 files = [
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@@ -1514,8 +1464,8 @@ files = [
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 ]
 
 [package.extras]
@@ -1599,13 +1549,13 @@ files = [
 
 [[package]]
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-version = "0.0.7"
+version = "0.0.8"
 description = "A simple utility to separate the implementation of your Python package and its public API surface."
 optional = true
 python-versions = "*"
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 [[package]]
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 [package.dependencies]
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-frozendict = "*"
 hyperopt = "*"
 matplotlib = ">=3.3.0,<3.8"
 numpy = "*"
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 type = "git"
 url = "https://github.com/NNPDF/nnpdf"
 reference = "HEAD"
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+resolved_reference = "4f4e41da2a526e496d5380f3af47c5ad2769cde7"
 
 [[package]]
 name = "numba"
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+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
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 [[package]]
 name = "partd"
-version = "1.4.1"
+version = "1.4.2"
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 [package.dependencies]
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 toolz = "*"
 
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 mic = ["olefile"]
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 [package.dependencies]
 numpy = ">=1.16.0,<2.0.0"
 
 [package.extras]
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 test = ["pytest", "pytest-cov"]
 
 [[package]]
@@ -2074,28 +2064,29 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 optional = false
 python-versions = ">=3.8"
 files = [
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2104,13 +2095,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.43"
+version = "3.0.47"
 description = "Library for building powerful interactive command lines in Python"
 optional = true
 python-versions = ">=3.7.0"
 files = [
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 ]
 
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 optional = true
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 [[package]]
 name = "pygments"
-version = "2.17.2"
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 description = "Pygments is a syntax highlighting package written in Python."
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 files = [
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 [package.extras]
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 windows-terminal = ["colorama (>=0.4.6)"]
 
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+version = "3.2.5"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
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 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
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     {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
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 isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
@@ -2600,13 +2594,13 @@ resolved_reference = "02acde3847daf6e06ad2b7c1bbf0ecb4516fdf72"
 
 [[package]]
 name = "requests"
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 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
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 [package.dependencies]
@@ -2716,45 +2710,45 @@ files = [
 
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 [[package]]
 name = "termcolor"
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 [[package]]
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 [package.dependencies]
@@ -3227,13 +3223,13 @@ telegram = ["requests"]
 
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 [[package]]
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 name = "werkzeug"
-version = "3.0.1"
+version = "3.0.3"
 description = "The comprehensive WSGI web application library."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"},
-    {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"},
+    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
+    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
 ]
 
 [package.dependencies]
@@ -3439,18 +3435,18 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
 complete = ["eko", "nnpdf", "yadism"]
@@ -3462,4 +3458,4 @@ vrap = ["eko"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "6c2158c83a051f4cea6924c7166fecb9b886ce80d6e677b32cb93b08871cbc41"
+content-hash = "f39b53880dc68da26421fbe01b14df99b14768f779c9184c6762bd1b929262c3"
diff --git a/pyproject.toml b/pyproject.toml
index 5170d4f..6b0b819 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ pkgconfig = "^1.5.5"
 pygit2 = "^1.12.0"
 requests = "^2.26.0"
 lhapdf-management = "^0.3"
-pineappl = "^0.7.2"
+pineappl = "^0.7.4"
 more-itertools = "^8.10.0"
 appdirs = "^1.4.4"
 tomli = "^2.0.1"
diff --git a/src/pinefarm/external/integrability.py b/src/pinefarm/external/integrability.py
index 122039e..2c31395 100644
--- a/src/pinefarm/external/integrability.py
+++ b/src/pinefarm/external/integrability.py
@@ -34,7 +34,7 @@ class _IntegrabilityRuncard:
     lepton_pid: int
     flavour: int
     xgrid: typing.List[float]
-    polarized: typing.Optional[str] = "False"
+    convolution_type: typing.Optional[str] = "UnpolPDF"
 
     def asdict(self):
         return dataclasses.asdict(self)
@@ -53,7 +53,7 @@ def __init__(self, *args, **kwargs):
         self._q2 = np.power(self.theory["Q0"], 2)
         self._info = _IntegrabilityRuncard(**yaml_dict)
         self._evo2fl = evolution_to_flavour(self._info.flavour)
-        self.polarized = self._info.polarized
+        self.convolution_type = self._info.convolution_type
 
     def run(self):
         """Empty function."""
@@ -73,7 +73,8 @@ def generate_pineappl(self):
         grid.set_key_value("initial_state_2", str(self._info.lepton_pid))
         grid.set_key_value("runcard", json.dumps(self._info.asdict()))
         grid.set_key_value("lumi_id_types", "pdg_mc_ids")
-        grid.set_key_value("polarized", self.polarized)
+        grid.set_key_value("convolution_type_1", self.convolution_type)
+        grid.set_key_value("convolution_type_2", str(None))
         # Fill grid with x*f(x)
         # use subgrid because fill doesn't work?
         x = self._info.xgrid
diff --git a/src/pinefarm/external/positivity.py b/src/pinefarm/external/positivity.py
index 189ac54..58ebe45 100644
--- a/src/pinefarm/external/positivity.py
+++ b/src/pinefarm/external/positivity.py
@@ -33,7 +33,7 @@ def generate_pineappl(self):
         self.pid = self.runcard["pid"]
         self.q2 = self.runcard["q2"]
         self.hadron_pid = self.runcard["hadron_pid"]
-        self.polarized = self.runcard.get("polarized", "False")
+        self.convolution_type = self.runcard.get("convolution_type", "UnpolPDF")
 
         # init pineappl objects
         lumi_entries = [pineappl.lumi.LumiEntry([(self.pid, self.lepton_pid, 1.0)])]
@@ -71,7 +71,8 @@ def generate_pineappl(self):
         grid.set_key_value("initial_state_2", str(self.lepton_pid))
         grid.set_key_value("runcard", json.dumps(self.runcard))
         grid.set_key_value("lumi_id_types", "pdg_mc_ids")
-        grid.set_key_value("polarized", self.polarized)
+        grid.set_key_value("convolution_type_1", self.convolution_type)
+        grid.set_key_value("convolution_type_2", str(None))
         grid.optimize()
         grid.write(str(self.grid))
 

From d2b16cec4cf9d45e8f9f4f51fea0b8425a5f4476 Mon Sep 17 00:00:00 2001
From: Giacomo Magni <giac.magni@gmail.com>
Date: Thu, 11 Jul 2024 09:56:17 +0200
Subject: [PATCH 2/5] initial state to convolution particle

---
 src/pinefarm/external/integrability.py | 4 ++--
 src/pinefarm/external/positivity.py    | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/pinefarm/external/integrability.py b/src/pinefarm/external/integrability.py
index 2c31395..9000479 100644
--- a/src/pinefarm/external/integrability.py
+++ b/src/pinefarm/external/integrability.py
@@ -69,8 +69,8 @@ def generate_pineappl(self):
         params = pineappl.subgrid.SubgridParams()
         # Initialize and parametrize grid
         grid = pineappl.grid.Grid.create(luminosities, orders, [0.0, 1.0], params)
-        grid.set_key_value("initial_state_1", str(self._info.hadron_pid))
-        grid.set_key_value("initial_state_2", str(self._info.lepton_pid))
+        grid.set_key_value("convolution_particle_1", str(self._info.hadron_pid))
+        grid.set_key_value("convolution_particle_2", str(self._info.lepton_pid))
         grid.set_key_value("runcard", json.dumps(self._info.asdict()))
         grid.set_key_value("lumi_id_types", "pdg_mc_ids")
         grid.set_key_value("convolution_type_1", self.convolution_type)
diff --git a/src/pinefarm/external/positivity.py b/src/pinefarm/external/positivity.py
index 58ebe45..a57fb24 100644
--- a/src/pinefarm/external/positivity.py
+++ b/src/pinefarm/external/positivity.py
@@ -67,8 +67,8 @@ def generate_pineappl(self):
         grid.set_remapper(remapper)
 
         # set the initial state PDF ids for the grid
-        grid.set_key_value("initial_state_1", str(self.hadron_pid))
-        grid.set_key_value("initial_state_2", str(self.lepton_pid))
+        grid.set_key_value("convolution_particle_1", str(self.hadron_pid))
+        grid.set_key_value("convolution_particle_2", str(self.lepton_pid))
         grid.set_key_value("runcard", json.dumps(self.runcard))
         grid.set_key_value("lumi_id_types", "pdg_mc_ids")
         grid.set_key_value("convolution_type_1", self.convolution_type)

From e8df0b27010e2742a4fa28b9ca0a7f1d259b005e Mon Sep 17 00:00:00 2001
From: Giacomo Magni <giac.magni@gmail.com>
Date: Thu, 18 Jul 2024 17:27:45 +0200
Subject: [PATCH 3/5] still need to update poetrylock

---
 pyproject.toml        | 2 +-
 src/pinefarm/table.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6b0b819..617ff85 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ pkgconfig = "^1.5.5"
 pygit2 = "^1.12.0"
 requests = "^2.26.0"
 lhapdf-management = "^0.3"
-pineappl = "^0.7.4"
+pineappl = "^0.8.1"
 more-itertools = "^8.10.0"
 appdirs = "^1.4.4"
 tomli = "^2.0.1"
diff --git a/src/pinefarm/table.py b/src/pinefarm/table.py
index e5857df..e704171 100644
--- a/src/pinefarm/table.py
+++ b/src/pinefarm/table.py
@@ -31,7 +31,7 @@ def convolute_grid(grid, pdf_name, integrated=False):
 
     pdf = lhapdf.mkPDF(pdf_name)
     loaded_grid = pineappl.grid.Grid.read(str(grid))
-    pineappl_results = loaded_grid.convolute_with_one(
+    pineappl_results = loaded_grid.convolve_with_one(
         2212, pdf.xfxQ2, pdf.alphasQ2, xi=tools.nine_points
     )
 

From 2088c6cb7910721f5ef447272fbff7dd18759f88 Mon Sep 17 00:00:00 2001
From: Giacomo Magni <giac.magni@gmail.com>
Date: Wed, 24 Jul 2024 09:39:23 +0200
Subject: [PATCH 4/5] poetry lock

---
 poetry.lock    | 526 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   2 +-
 2 files changed, 262 insertions(+), 266 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b92a3ea..5257213 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,27 +13,27 @@ files = [
 
 [[package]]
 name = "adani"
-version = "0.14.3"
+version = "1.0.3"
 description = "Code computing approximate DIS N3LO coefficients"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "adani-0.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:803a42abece0d092f434f1d52f35871d4585e202a0980db6c1a6b893c8be62d6"},
-    {file = "adani-0.14.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:62673df722f25c8725c2bf44436a3dea846905ac704adbd2a164dfd099c6d90f"},
-    {file = "adani-0.14.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc133cc6017e6e9286a8b4067c91efe3d2e7010810ecaf8b1311ef79e9b71864"},
-    {file = "adani-0.14.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ffa09891e210c373a5e912876c21cbf6c1309cc61be07c15a26f999006c20799"},
-    {file = "adani-0.14.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cdceabedb17d3605598a55f993a5abd45f1380b99afa1c1577bd3678d5be9fd1"},
-    {file = "adani-0.14.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0514601b97b391c8ab4c7d6e521d3afb5e40a74f5699a282d0528521b178f82"},
-    {file = "adani-0.14.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3179ba952b99d4e4cacdf952780ca5bfc506d1d9df0e1a5099db8933654953a7"},
-    {file = "adani-0.14.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5846a96c71b8fc404cbef02d52e5fb971255539f5cc22df7225fd37badc73b6c"},
-    {file = "adani-0.14.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660fd52b4f85e63e1e1bdd893a2848f4019e8d3e87a09845dc5c17f692c4afc8"},
-    {file = "adani-0.14.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:51c08841821b708cd3cd5a0f9421011f82dca527bfcbe6a07776b3639c8d8128"},
-    {file = "adani-0.14.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:804c28dc0665c167d51706fc4224d110aeadf06ff02768cb361dc7a171e3d2c8"},
-    {file = "adani-0.14.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6bd304436dcdc95b878ce855c2a2babfb08a578fa1824922528f4452eb574762"},
-    {file = "adani-0.14.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:215008b4b26b4d05bdecd0a17cc42777f83071d03a3f3b23b8dceec68a843498"},
-    {file = "adani-0.14.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:304572434b0c8f92a411c20a2434923eed43b9531b8b1f477e3f947aa61208ee"},
-    {file = "adani-0.14.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1eedfbccf1eee2e78b0330c53c336c80ea9f3ed73595e40639774628c075ce38"},
-    {file = "adani-0.14.3.tar.gz", hash = "sha256:9f6a72b04e3239c793e543dac4b47165621dde80ea9b7ec860e54d29a68d3754"},
+    {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]]
@@ -60,13 +60,13 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.2.2"
+version = "3.2.4"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
-    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
+    {file = "astroid-3.2.4-py3-none-any.whl", hash = "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"},
+    {file = "astroid-3.2.4.tar.gz", hash = "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a"},
 ]
 
 [package.dependencies]
@@ -405,63 +405,63 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.5.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6cfb5a4f556bb51aba274588200a46e4dd6b505fb1a5f8c5ae408222eb416f99"},
-    {file = "coverage-7.5.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2174e7c23e0a454ffe12267a10732c273243b4f2d50d07544a91198f05c48f47"},
-    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2214ee920787d85db1b6a0bd9da5f8503ccc8fcd5814d90796c2f2493a2f4d2e"},
-    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1137f46adb28e3813dec8c01fefadcb8c614f33576f672962e323b5128d9a68d"},
-    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b385d49609f8e9efc885790a5a0e89f2e3ae042cdf12958b6034cc442de428d3"},
-    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b4a474f799456e0eb46d78ab07303286a84a3140e9700b9e154cfebc8f527016"},
-    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:5cd64adedf3be66f8ccee418473c2916492d53cbafbfcff851cbec5a8454b136"},
-    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e564c2cf45d2f44a9da56f4e3a26b2236504a496eb4cb0ca7221cd4cc7a9aca9"},
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 [package.dependencies]
@@ -487,19 +487,19 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.7.0"
+version = "2024.7.1"
 description = "Parallel PyData with Task Scheduling"
 optional = true
 python-versions = ">=3.9"
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 cloudpickle = ">=1.5.0"
-distributed = {version = "2024.7.0", optional = true, markers = "extra == \"distributed\""}
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 fsspec = ">=2021.09.0"
 importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 packaging = ">=20.0"
@@ -512,7 +512,7 @@ array = ["numpy (>=1.21)"]
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 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.7.0)"]
+distributed = ["distributed (==2024.7.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
@@ -532,19 +532,19 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
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 name = "distributed"
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+version = "2024.7.1"
 description = "Distributed scheduler for Dask"
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 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -571,13 +571,13 @@ files = [
 
 [[package]]
 name = "eko"
-version = "0.14.3"
+version = "0.14.6"
 description = "Evolution Kernel Operators"
 optional = true
 python-versions = "<3.13,>=3.9"
 files = [
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 [package.dependencies]
@@ -595,13 +595,13 @@ mark = ["banana-hep (>=0.6.12,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
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 description = "Backport of PEP 654 (exception groups)"
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 python-versions = ">=3.7"
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 [[package]]
 name = "h5py"
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 name = "importlib-metadata"
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 description = "Read metadata from Python packages"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 description = ""
 optional = true
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -1591,7 +1591,7 @@ hyperopt = "*"
 matplotlib = ">=3.3.0,<3.8"
 numpy = "*"
 pandas = "*"
-pineappl = "^0.7.0"
+pineappl = "^0.8.2"
 prompt_toolkit = "*"
 psutil = "*"
 pymongo = "<4"
@@ -1610,7 +1610,7 @@ tests = ["hypothesis", "pytest", "pytest-mpl"]
 type = "git"
 url = "https://github.com/NNPDF/nnpdf"
 reference = "HEAD"
-resolved_reference = "4f4e41da2a526e496d5380f3af47c5ad2769cde7"
+resolved_reference = "840ac3e2775929353c7e44be20fd494ff7fb1c10"
 
 [[package]]
 name = "numba"
@@ -1999,55 +1999,53 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pineappl"
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 ]
 
 [package.dependencies]
 numpy = ">=1.16.0,<2.0.0"
 
 [package.extras]
+cli = ["pineappl-cli"]
 docs = ["nbsphinx (>=0.9.2)", "sphinx (>=6.2.1)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-bibtex (>=2.5.0)"]
 test = ["pytest", "pytest-cov"]
 
@@ -2269,17 +2267,17 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.2.5"
+version = "3.2.6"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
-astroid = ">=3.2.2,<=3.3.0-dev0"
+astroid = ">=3.2.4,<=3.3.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
@@ -2773,18 +2771,19 @@ stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
 [[package]]
 name = "setuptools"
-version = "70.3.0"
+version = "71.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "ordered-set (>=3.1.1)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
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+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -2925,13 +2924,13 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.5"
+version = "2.0.6"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -2969,19 +2968,19 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.7"
+version = "1.0.8"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "sphinxcontrib_qthelp-1.0.8.tar.gz", hash = "sha256:db3f8fa10789c7a8e76d173c23364bdf0ebcd9449969a9e6a3dd31b8b7469f03"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
 standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
+test = ["defusedxml (>=0.7.1)", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
@@ -3012,12 +3011,12 @@ files = [
 
 [[package]]
 name = "tensorboard"
-version = "2.16.2"
+version = "2.17.0"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "tensorboard-2.16.2-py3-none-any.whl", hash = "sha256:9f2b4e7dad86667615c0e5cd072f1ea8403fc032a299f0072d6f74855775cc45"},
+    {file = "tensorboard-2.17.0-py3-none-any.whl", hash = "sha256:859a499a9b1fb68a058858964486627100b71fcb21646861c61d31846a6478fb"},
 ]
 
 [package.dependencies]
@@ -3025,7 +3024,7 @@ absl-py = ">=0.4"
 grpcio = ">=1.48.2"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
-protobuf = ">=3.19.6,<4.24.0 || >4.24.0"
+protobuf = ">=3.19.6,<4.24.0 || >4.24.0,<5.0.0"
 setuptools = ">=41.0.0"
 six = ">1.9"
 tensorboard-data-server = ">=0.7.0,<0.8.0"
@@ -3045,44 +3044,40 @@ files = [
 
 [[package]]
 name = "tensorflow"
-version = "2.16.2"
+version = "2.17.0"
 description = "TensorFlow is an open source machine learning framework for everyone."
 optional = true
 python-versions = ">=3.9"
 files = [
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+    {file = "tensorflow-2.17.0-cp39-cp39-win_amd64.whl", hash = "sha256:8f80d11ad3766570deb6ff47d2bed2d166f51399ca08205e38ef024345571d6f"},
 ]
 
 [package.dependencies]
 absl-py = ">=1.0.0"
 astunparse = ">=1.6.0"
-flatbuffers = ">=23.5.26"
+flatbuffers = ">=24.3.25"
 gast = ">=0.2.1,<0.5.0 || >0.5.0,<0.5.1 || >0.5.1,<0.5.2 || >0.5.2"
 google-pasta = ">=0.1.1"
 grpcio = ">=1.24.3,<2.0"
 h5py = ">=3.10.0"
-keras = ">=3.0.0"
+keras = ">=3.2.0"
 libclang = ">=13.0.0"
-ml-dtypes = ">=0.3.1,<0.4.0"
+ml-dtypes = ">=0.3.1,<0.5.0"
 numpy = [
     {version = ">=1.23.5,<2.0.0", markers = "python_version <= \"3.11\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
@@ -3093,7 +3088,7 @@ protobuf = ">=3.20.3,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 requests = ">=2.21.0,<3"
 setuptools = "*"
 six = ">=1.12.0"
-tensorboard = ">=2.16,<2.17"
+tensorboard = ">=2.17,<2.18"
 tensorflow-io-gcs-filesystem = {version = ">=0.23.1", markers = "python_version < \"3.12\""}
 termcolor = ">=1.1.0"
 typing-extensions = ">=3.6.6"
@@ -3161,13 +3156,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.5"
+version = "0.13.0"
 description = "Style preserving TOML library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
-    {file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
+    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
+    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
 ]
 
 [[package]]
@@ -3398,30 +3393,31 @@ files = [
 
 [[package]]
 name = "yadism"
-version = "0.13.3"
+version = "0.0.0"
 description = "Yet Another Deep-Inelastic Scattering Module"
 optional = true
-python-versions = "<3.13,>=3.9"
-files = [
-    {file = "yadism-0.13.3-py3-none-any.whl", hash = "sha256:2c6c8d991e04a161a323472540b607d3ecc5c73c2af4c9b5519a4868f2e24115"},
-    {file = "yadism-0.13.3.tar.gz", hash = "sha256:e9d278933c9a4febc05a076f361d8aa75a8096331474046f821819b1a5b09232"},
-]
+python-versions = ">=3.9,<3.13"
+files = []
+develop = true
 
 [package.dependencies]
-adani = ">=0.14.1,<0.15.0"
-eko = ">=0.14.2,<0.15.0"
-LeProHQ = ">=0.2.5,<0.3.0"
-numba = ">=0.59.0,<0.60.0"
-numpy = ">=1.22.0,<2.0.0"
-pandas = ">=2.1.4,<3.0.0"
-pineappl = {version = ">=0.7.0,<0.8.0", optional = true, markers = "extra == \"box\""}
-rich = ">=12.4.4,<13.0.0"
-scipy = ">=1.10.0,<2.0.0"
+adani = "^1.0.2"
+eko = "^0.14.2"
+LeProHQ = "^0.2.5"
+numba = "^0.59.0"
+numpy = "^1.22.0"
+pandas = "^2.1.4"
+rich = "^12.4.4"
+scipy = "^1.10.0"
 
 [package.extras]
-box = ["pineappl (>=0.7.0,<0.8.0)"]
+box = ["pineappl (>=0.7.4,<0.8.0)"]
 mark = ["banana-hep (>=0.6.13,<0.7.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
 
+[package.source]
+type = "directory"
+url = "../../N3PDF/yadism"
+
 [[package]]
 name = "zict"
 version = "3.0.0"
@@ -3458,4 +3454,4 @@ vrap = ["eko"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "f39b53880dc68da26421fbe01b14df99b14768f779c9184c6762bd1b929262c3"
+content-hash = "e24e1cba58ecb0ef390895e354fe92fb11f3e66ee7ebf210abb61bd90788f263"
diff --git a/pyproject.toml b/pyproject.toml
index 617ff85..73a6f6c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ pkgconfig = "^1.5.5"
 pygit2 = "^1.12.0"
 requests = "^2.26.0"
 lhapdf-management = "^0.3"
-pineappl = "^0.8.1"
+pineappl = "^0.8.2"
 more-itertools = "^8.10.0"
 appdirs = "^1.4.4"
 tomli = "^2.0.1"

From 7d9952308e6fe6cade061adbce918a4a09b4faff Mon Sep 17 00:00:00 2001
From: Giacomo Magni <giac.magni@gmail.com>
Date: Wed, 7 Aug 2024 18:24:33 +0200
Subject: [PATCH 5/5] poetry lock

---
 poetry.lock    | 600 ++++++++++++++++++++++++++-----------------------
 pyproject.toml |   2 +-
 2 files changed, 319 insertions(+), 283 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5257213..d42c3b4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -129,63 +129,78 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -405,63 +420,83 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -487,19 +522,19 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.7.1"
+version = "2024.8.0"
 description = "Parallel PyData with Task Scheduling"
 optional = true
 python-versions = ">=3.9"
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 [package.dependencies]
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 cloudpickle = ">=1.5.0"
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 fsspec = ">=2021.09.0"
 importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 packaging = ">=20.0"
@@ -512,7 +547,7 @@ array = ["numpy (>=1.21)"]
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 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.7.1)"]
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 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
@@ -532,19 +567,19 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
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+dask = "2024.8.0"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -761,61 +796,61 @@ six = "*"
 
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+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
@@ -2908,33 +2945,33 @@ Sphinx = ">=3.5"
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.6"
+version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
-    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
+    {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
+    {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.6"
+version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_htmlhelp-2.0.6-py3-none-any.whl", hash = "sha256:1b9af5a2671a61410a868fce050cab7ca393c218e6205cbc7f590136f207395c"},
-    {file = "sphinxcontrib_htmlhelp-2.0.6.tar.gz", hash = "sha256:c6597da06185f0e3b4dc952777a04200611ef563882e0c244d27a15ee22afa73"},
+    {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
+    {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
@@ -2968,33 +3005,33 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.8"
+version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_qthelp-1.0.8-py3-none-any.whl", hash = "sha256:323d6acc4189af76dfe94edd2a27d458902319b60fcca2aeef3b2180c106a75f"},
-    {file = "sphinxcontrib_qthelp-1.0.8.tar.gz", hash = "sha256:db3f8fa10789c7a8e76d173c23364bdf0ebcd9449969a9e6a3dd31b8b7469f03"},
+    {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
+    {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["defusedxml (>=0.7.1)", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.10"
+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"
 files = [
-    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
-    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
+    {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
+    {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
@@ -3198,13 +3235,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -3300,13 +3337,13 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
-version = "0.43.0"
+version = "0.44.0"
 description = "A built-package format for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "wheel-0.43.0-py3-none-any.whl", hash = "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"},
-    {file = "wheel-0.43.0.tar.gz", hash = "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85"},
+    {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"},
+    {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"},
 ]
 
 [package.extras]
@@ -3393,31 +3430,30 @@ files = [
 
 [[package]]
 name = "yadism"
-version = "0.0.0"
+version = "0.13.4"
 description = "Yet Another Deep-Inelastic Scattering Module"
 optional = true
-python-versions = ">=3.9,<3.13"
-files = []
-develop = true
+python-versions = "<3.13,>=3.9"
+files = [
+    {file = "yadism-0.13.4-py3-none-any.whl", hash = "sha256:3c356175bd0fdd41cf2095ebfbc016e0f37409d7b2f1b16e459766451c9a7aae"},
+    {file = "yadism-0.13.4.tar.gz", hash = "sha256:5423ab1c2ceaa3b62ec6047e3ca43181011708b28e37008ac3bd674bc72e1c6d"},
+]
 
 [package.dependencies]
-adani = "^1.0.2"
-eko = "^0.14.2"
-LeProHQ = "^0.2.5"
-numba = "^0.59.0"
-numpy = "^1.22.0"
-pandas = "^2.1.4"
-rich = "^12.4.4"
-scipy = "^1.10.0"
+adani = ">=1.0.2,<2.0.0"
+eko = ">=0.14.2,<0.15.0"
+LeProHQ = ">=0.2.5,<0.3.0"
+numba = ">=0.59.0,<0.60.0"
+numpy = ">=1.22.0,<2.0.0"
+pandas = ">=2.1.4,<3.0.0"
+pineappl = {version = ">=0.8.2,<0.9.0", optional = true, markers = "extra == \"box\""}
+rich = ">=12.4.4,<13.0.0"
+scipy = ">=1.10.0,<2.0.0"
 
 [package.extras]
-box = ["pineappl (>=0.7.4,<0.8.0)"]
+box = ["pineappl (>=0.8.2,<0.9.0)"]
 mark = ["banana-hep (>=0.6.13,<0.7.0)", "sqlalchemy (>=1.4.21,<2.0.0)"]
 
-[package.source]
-type = "directory"
-url = "../../N3PDF/yadism"
-
 [[package]]
 name = "zict"
 version = "3.0.0"
@@ -3454,4 +3490,4 @@ vrap = ["eko"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "e24e1cba58ecb0ef390895e354fe92fb11f3e66ee7ebf210abb61bd90788f263"
+content-hash = "0fb3f4323b15f14c18d22fd47e95f66385d911ba1be74e3c9362aa89d64581f9"
diff --git a/pyproject.toml b/pyproject.toml
index 73a6f6c..05d91e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,7 +36,7 @@ pineappl = "^0.8.2"
 more-itertools = "^8.10.0"
 appdirs = "^1.4.4"
 tomli = "^2.0.1"
-yadism = { extras = ["box"], version = "^0.13.3", optional=true, markers = "python_version < '3.13'" }
+yadism = { extras = ["box"], version = "^0.13.4", optional=true, markers = "python_version < '3.13'" }
 eko = { extras = ["box"], version = "^0.14.2", optional=true, markers = "python_version < '3.13'" }
 nnpdf = { git = "https://github.com/NNPDF/nnpdf", optional = true, markers = "python_version > '3.8'" }