From 8a876213e04b7509742e83d8865edb27d0a1a024 Mon Sep 17 00:00:00 2001
From: Felix Hekhorn <felix.hekhorn@uni-tuebingen.de>
Date: Fri, 15 Dec 2023 14:25:29 +0200
Subject: [PATCH] Add unit test for #146

---
 poetry.lock          | 653 ++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml       |   1 +
 src/pineko/evolve.py |   3 +-
 tests/test_evolve.py |  53 ++++
 4 files changed, 697 insertions(+), 13 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9dd41ae1..693b3810 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -11,6 +11,17 @@ files = [
     {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
 ]
 
+[[package]]
+name = "appdirs"
+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 = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -105,6 +116,29 @@ files = [
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
 ]
 
+[[package]]
+name = "banana-hep"
+version = "0.6.11"
+description = "Benchmark QCD physics"
+optional = false
+python-versions = ">=3.8.0,<3.12"
+files = [
+    {file = "banana_hep-0.6.11-py3-none-any.whl", hash = "sha256:5eed795c5e9b2cdcb93a49df1180832a43cabfa7a4703e7dcb7ed26c3a897e4f"},
+    {file = "banana_hep-0.6.11.tar.gz", hash = "sha256:e1e7f4af2f64ca17c9992ab3a4fc857fb43fbb316a3e781156d465f1ddea452d"},
+]
+
+[package.dependencies]
+appdirs = ">=1.4.4,<2.0.0"
+click = ">=8.0.3,<9.0.0"
+ipython = ">=8.1.0,<9.0.0"
+matplotlib = ">=3.5.1,<4.0.0"
+numpy = ">=1.21.0,<2.0.0"
+pandas = ">=1.3.5,<2.0.0"
+pendulum = ">=2.1.2,<3.0.0"
+PyYAML = ">=6.0,<7.0"
+rich = ">=12.4.4,<13.0.0"
+SQLAlchemy = ">=1.4.29,<2.0.0"
+
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -254,6 +288,77 @@ files = [
 [package.extras]
 test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
+[[package]]
+name = "contourpy"
+version = "1.1.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "contourpy-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e48694d6a9c5a26ee85b10130c77a011a4fedf50a7279fa0bdaf44bafb4299d"},
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+    {file = "contourpy-1.1.1.tar.gz", hash = "sha256:96ba37c2e24b7212a77da85004c38e7c4d155d3e72a45eeaf22c1f03f607e8ab"},
+]
+
+[package.dependencies]
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+
 [[package]]
 name = "coverage"
 version = "7.3.2"
@@ -321,6 +426,21 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
+]
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "decorator"
 version = "5.1.1"
@@ -422,6 +542,142 @@ files = [
 pyreadline = {version = "*", markers = "platform_system == \"Windows\""}
 pyrepl = ">=0.8.2"
 
+[[package]]
+name = "fonttools"
+version = "4.46.0"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
+files = [
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 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -566,6 +840,119 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
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 version = "2.0.1"
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+pyparsing = ">=2.3.1"
+python-dateutil = ">=2.7"
+
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.6"
@@ -960,6 +1415,40 @@ wmctrl = "*"
 funcsigs = ["funcsigs"]
 testing = ["funcsigs", "pytest"]
 
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+pytzdata = ">=2020.1"
+
 [[package]]
 name = "pexpect"
 version = "4.8.0"
@@ -985,6 +1474,73 @@ files = [
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+python-versions = ">=3.8"
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     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
     {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
-    {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
     {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
     {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -1601,6 +2172,64 @@ files = [
 lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
+[[package]]
+name = "sqlalchemy"
+version = "1.4.50"
+description = "Database Abstraction Library"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
+    {file = "SQLAlchemy-1.4.50-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d00665725063692c42badfd521d0c4392e83c6c826795d38eb88fb108e5660e5"},
+    {file = "SQLAlchemy-1.4.50-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85292ff52ddf85a39367057c3d7968a12ee1fb84565331a36a8fead346f08796"},
+    {file = "SQLAlchemy-1.4.50-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:d0fed0f791d78e7767c2db28d34068649dfeea027b83ed18c45a423f741425cb"},
+    {file = "SQLAlchemy-1.4.50-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db4db3c08ffbb18582f856545f058a7a5e4ab6f17f75795ca90b3c38ee0a8ba4"},
+    {file = "SQLAlchemy-1.4.50-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:14b0cacdc8a4759a1e1bd47dc3ee3f5db997129eb091330beda1da5a0e9e5bd7"},
+    {file = "SQLAlchemy-1.4.50-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1fb9cb60e0f33040e4f4681e6658a7eb03b5cb4643284172f91410d8c493dace"},
+    {file = "SQLAlchemy-1.4.50-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c4cb501d585aa74a0f86d0ea6263b9c5e1d1463f8f9071392477fd401bd3c7cc"},
+    {file = "SQLAlchemy-1.4.50-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a7a66297e46f85a04d68981917c75723e377d2e0599d15fbe7a56abed5e2d75"},
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+    {file = "SQLAlchemy-1.4.50-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b7dbe6369677a2bea68fe9812c6e4bbca06ebfa4b5cde257b2b0bf208709131"},
+    {file = "SQLAlchemy-1.4.50-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a9bddb60566dc45c57fd0a5e14dd2d9e5f106d2241e0a2dc0c1da144f9444516"},
+    {file = "SQLAlchemy-1.4.50-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:82dd4131d88395df7c318eeeef367ec768c2a6fe5bd69423f7720c4edb79473c"},
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+    {file = "SQLAlchemy-1.4.50-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3257a6e09626d32b28a0c5b4f1a97bced585e319cfa90b417f9ab0f6145c33c"},
+    {file = "SQLAlchemy-1.4.50-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:d69738d582e3a24125f0c246ed8d712b03bd21e148268421e4a4d09c34f521a5"},
+    {file = "SQLAlchemy-1.4.50-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:34e1c5d9cd3e6bf3d1ce56971c62a40c06bfc02861728f368dcfec8aeedb2814"},
+    {file = "SQLAlchemy-1.4.50-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f1fcee5a2c859eecb4ed179edac5ffbc7c84ab09a5420219078ccc6edda45436"},
+    {file = "SQLAlchemy-1.4.50-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fbaf6643a604aa17e7a7afd74f665f9db882df5c297bdd86c38368f2c471f37d"},
+    {file = "SQLAlchemy-1.4.50-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:2e70e0673d7d12fa6cd363453a0d22dac0d9978500aa6b46aa96e22690a55eab"},
+    {file = "SQLAlchemy-1.4.50-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b881ac07d15fb3e4f68c5a67aa5cdaf9eb8f09eb5545aaf4b0a5f5f4659be18"},
+    {file = "SQLAlchemy-1.4.50-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f6997da81114daef9203d30aabfa6b218a577fc2bd797c795c9c88c9eb78d49"},
+    {file = "SQLAlchemy-1.4.50-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bdb77e1789e7596b77fd48d99ec1d2108c3349abd20227eea0d48d3f8cf398d9"},
+    {file = "SQLAlchemy-1.4.50-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:128a948bd40780667114b0297e2cc6d657b71effa942e0a368d8cc24293febb3"},
+    {file = "SQLAlchemy-1.4.50-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f2d526aeea1bd6a442abc7c9b4b00386fd70253b80d54a0930c0a216230a35be"},
+    {file = "SQLAlchemy-1.4.50.tar.gz", hash = "sha256:3b97ddf509fc21e10b09403b5219b06c5b558b27fc2453150274fa4e70707dbf"},
+]
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+
+[package.extras]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (!=0.4.17)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
+mssql = ["pyodbc"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
+mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+pymysql = ["pymysql", "pymysql (<1)"]
+sqlcipher = ["sqlcipher3-binary"]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"
@@ -1812,4 +2441,4 @@ docs = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "93e2388c42da45e5d6992f46a373404eb94966193b2a1ddb4ad8be498e459d80"
+content-hash = "228ac88f59802aebbb013c2a702d4e3c2cf674fc2c0511e35ecbdd0d901eddb9"
diff --git a/pyproject.toml b/pyproject.toml
index 8c1585a3..83e6777b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,6 +49,7 @@ pytest = "^7.1.3"
 pytest-cov = "^4.0.0"
 pytest-env = "^0.6.2"
 pylint = "^2.11.1"
+banana-hep = "^0.6.11"
 
 [tool.poetry.group.dev.dependencies]
 pdbpp = "^0.10.3"
diff --git a/src/pineko/evolve.py b/src/pineko/evolve.py
index 85ce4e2d..ca4dd52e 100644
--- a/src/pineko/evolve.py
+++ b/src/pineko/evolve.py
@@ -162,7 +162,8 @@ def write_operator_card(pineappl_grid, default_card, card_path, tcard):
         and operators_card["configs"]["ev_op_iterations"] > 1
     ):
         logger.warning(
-            "Warning! You are setting evolution_method=truncated with ev_op_iterations>1, are you sure that's what you want? "
+            "Warning! You are setting evolution_method=truncated with ev_op_iterations>1,"
+            "are you sure that's what you want?"
         )
 
     with open(card_path, "w", encoding="UTF-8") as f:
diff --git a/tests/test_evolve.py b/tests/test_evolve.py
index b881280a..51621062 100644
--- a/tests/test_evolve.py
+++ b/tests/test_evolve.py
@@ -1,4 +1,11 @@
+import copy
+
+import numpy as np
+import pineappl
 import pytest
+import yaml
+from banana.data.theories import default_card
+from ekobox.cards import example
 
 import pineko.evolve
 
@@ -16,3 +23,49 @@ def test_sv_scheme():
     assert pineko.evolve.sv_scheme(schemeA_tcard) == "exponentiated"
     assert pineko.evolve.sv_scheme(schemeB_tcard) == "expanded"
     assert pineko.evolve.sv_scheme(schemeC_tcard) is None
+
+
+class FakeEvolInfo:
+    x1 = [0.1, 1.0]
+    fac1 = np.array([10.0])
+
+
+class FakePine:
+    _evolve_info = FakeEvolInfo()
+
+    def orders(self):
+        return [pineappl.grid.Order(0, 0, 0, 0)]
+
+    def lumi(self):
+        return [[(21, 21, 1)]]
+
+    def evolve_info(self, _):
+        return self._evolve_info
+
+    def key_values(self):
+        return {}
+
+
+def test_write_operator_card_q0(tmp_path):
+    """Checks https://github.com/NNPDF/pineko/issues/146"""
+    p = tmp_path / "q0.yaml"
+    g = FakePine()
+    # 1. defaults
+    t = copy.deepcopy(default_card)
+    o = copy.deepcopy(example.raw_operator())
+    _xs, _mu2s = pineko.evolve.write_operator_card(g, o, p, t)
+    with open(p, encoding="utf8") as f:
+        oo = yaml.safe_load(f)
+    np.testing.assert_allclose(oo["mu0"], t["Q0"])
+    # 2. overwriting from theory side
+    t["Q0"] = 10.0
+    _xs, _mu2s = pineko.evolve.write_operator_card(g, o, p, t)
+    with open(p, encoding="utf8") as f:
+        oo = yaml.safe_load(f)
+    np.testing.assert_allclose(oo["mu0"], t["Q0"])
+    # 3. op template is ignored
+    o["mu0"] = 11.0
+    _xs, _mu2s = pineko.evolve.write_operator_card(g, o, p, t)
+    with open(p, encoding="utf8") as f:
+        oo = yaml.safe_load(f)
+    np.testing.assert_allclose(oo["mu0"], t["Q0"])