From 55501c7b3df5dd7066a7337b2c0f615d1267aaee Mon Sep 17 00:00:00 2001
From: Pavel Zwerschke <pavelzw@gmail.com>
Date: Thu, 1 Feb 2024 17:39:54 +0100
Subject: [PATCH] fix

---
 .github/workflows/ci.yml |    6 +-
 pixi.lock                | 2547 ++++----------------------------------
 2 files changed, 259 insertions(+), 2294 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 42a9274..63581b3 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -33,7 +33,7 @@ jobs:
           - py312
     steps:
       - uses: actions/checkout@v4
-      - name: Set up conda env
+      - name: Set up pixi
         uses: prefix-dev/setup-pixi@v0.5.0
         with:
           environments: ${{ matrix.env }}
@@ -45,8 +45,8 @@ jobs:
           custom-pytest: pixi run test
           report-title: Unit tests - ${{ matrix.env }}
 
-  pre-commit:  # todo switch to pre-commit.ci
-    name: "Pre-commit checks"
+  pre-commit:
+    name: pre-commit checks
     timeout-minutes: 15
     runs-on: ubuntu-latest
     steps:
diff --git a/pixi.lock b/pixi.lock
index 4a3336e..dc9924d 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1053,6 +1053,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.8.18-hd12c33a_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.3.2-py38ha25d942_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.10.1-py38h59b608b_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
@@ -1065,6 +1066,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1081,6 +1083,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.31.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1115,6 +1118,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.8.18-hbbe8eec_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/readline-8.2-h8fc344f_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/scikit-learn-1.3.2-py38h1dc1d80_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/scipy-1.10.1-py38he3f4005_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/tk-8.6.13-h194ca79_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xz-5.2.6-h9cdd2b7_0.tar.bz2
@@ -1127,6 +1131,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1143,6 +1148,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.31.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1178,6 +1184,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/python-3.8.18-h4005451_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/readline-8.2-h0b9b154_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/scikit-learn-1.3.2-py38hf182254_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/scipy-1.10.1-py38ha880ef1_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/tk-8.6.13-hd4bbf49_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-ppc64le/xz-5.2.6-hb283c62_0.tar.bz2
@@ -1190,6 +1197,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1206,6 +1214,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.31.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1221,6 +1230,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1237,6 +1247,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.31.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1264,6 +1275,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.8.18-h5ba8234_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/readline-8.2-h9e318b2_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/scikit-learn-1.3.2-py38h43a65be_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/scipy-1.10.1-py38h9cf86d3_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/tk-8.6.13-h1abcd95_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/xz-5.2.6-h775f41a_0.tar.bz2
@@ -1277,6 +1289,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.6-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1293,6 +1306,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.31.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1320,6 +1334,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.8.18-h2469fbe_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.2-h92ec313_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/scikit-learn-1.3.2-py38he1bc1c9_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/scipy-1.10.1-py38h038e806_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h5083fa2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xz-5.2.6-h57fd34a_0.tar.bz2
@@ -1333,6 +1348,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1349,6 +1365,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1382,6 +1399,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/win-64/python-3.8.18-h4de0772_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/python_abi-3.8-4_cp38.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/scikit-learn-1.3.2-py38h4f736e5_2.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/scipy-1.10.1-py38h1aea9ed_3.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tbb-2021.11.0-h91493d7_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tk-8.6.13-h5226925_1.conda
@@ -1424,6 +1442,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.3.2-py38ha25d942_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.10.1-py38h59b608b_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
@@ -1436,6 +1455,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/joblib-1.3.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
@@ -1452,6 +1472,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-69.0.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.2.0-pyha21a80b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/trove-classifiers-2024.1.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.0-pyhd8ed1ab_0.conda
@@ -1486,6 +1507,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python_abi-3.8-4_cp38.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/readline-8.2-h8fc344f_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/scikit-learn-1.3.2-py38h1dc1d80_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/scipy-1.10.1-py38he3f4005_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/tk-8.6.13-h194ca79_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xz-5.2.6-h9cdd2b7_0.tar.bz2
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-  timestamp: 1578324546067
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   size: 2562
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-- kind: conda
-  name: zipp
-  version: 3.17.0
-  build: pyhd8ed1ab_0
-  subdir: noarch
-  noarch: python
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-  license_family: MIT
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-  timestamp: 1695255262261
-- kind: conda
-  name: zipp
-  version: 3.17.0
-  build: pyhd8ed1ab_0
-  subdir: osx-64
-  noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
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-- kind: conda
-  name: zipp
-  version: 3.17.0
-  build: pyhd8ed1ab_0
-  subdir: osx-arm64
-  noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
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 - kind: conda
   name: zipp
   version: 3.17.0