From ffc7016280aa4d599fa7ed7b186cf4f56d5d0ad2 Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:17:02 +0200
Subject: [PATCH 1/8] Implemented lazy loading of juliacall to avoid
 overwriting library paths

---
 kernel_tuner/backends/julia.py | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/kernel_tuner/backends/julia.py b/kernel_tuner/backends/julia.py
index f714225c..0b578ca9 100644
--- a/kernel_tuner/backends/julia.py
+++ b/kernel_tuner/backends/julia.py
@@ -24,11 +24,8 @@
 
 from .julia_helper import backend_map, detect_julia_gpu_backends
 
-try:
-    from juliacall import JuliaError
-    from juliacall import Main as jl
-except ImportError:
-    jl = None
+
+jl = None
 
 
 @dataclass(frozen=True)
@@ -46,6 +43,14 @@ class JuliaFunctions(GPUBackend):
 
     def __init__(self, device=0, iterations=7, compiler_options=None, observers=None):
         """Initialize Julia backend using JuliaCall."""
+        # lazy import to avoid mixing e.g. CUDA drivers
+        try:
+            from juliacall import JuliaError
+            from juliacall import Main as jl
+            global jl
+            jl = jl
+        except ImportError:
+            jl = None
         if jl is None:
             raise ImportError("JuliaCall not installed. Please run `pip install juliacall`.")
 

From af4fb257745380017ed0e2275bddb5c21e53018c Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:19:23 +0200
Subject: [PATCH 2/8] Implemented preloader for nvrtc to avoid conflicts with
 Julia artifacts

---
 kernel_tuner/backends/nvcuda.py | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/kernel_tuner/backends/nvcuda.py b/kernel_tuner/backends/nvcuda.py
index f9f28def..c5f9b577 100644
--- a/kernel_tuner/backends/nvcuda.py
+++ b/kernel_tuner/backends/nvcuda.py
@@ -9,10 +9,37 @@
 from kernel_tuner.util import SkippableFailure
 from kernel_tuner.utils.nvcuda import cuda_error_check, to_valid_nvrtc_gpu_arch_cc, find_cuda_home, _check
 
+def preload_python_nvrtc():
+    """Preload the libnvrtc.so library into the process memory to avoid conflicts with Julia's artifacts."""
+
+    import ctypes as ct
+    import sysconfig
+
+    # search site-packages for nvidia-cuda-nvrtc wheels
+    site_packages = sysconfig.get_paths()["purelib"]
+    nvidia_path = os.path.join(site_packages, "nvidia", "nvrtc", "lib")
+    
+    # fall back to CUDA_HOME / CUDA_PATH if present
+    cuda_home = os.environ.get("CUDA_HOME") or os.environ.get("CUDA_PATH")
+    cuda_home_lib = os.path.join(cuda_home, "lib64") if cuda_home else None
+
+    # search for libnvrtc.so in the search directories and load it into process memory
+    search_dirs = [nvidia_path, cuda_home_lib]
+    for d in search_dirs:
+        if d and os.path.exists(d):
+            for file in os.listdir(d):
+                if file.startswith("libnvrtc.so"):
+                    full_path = os.path.join(d, file)
+                    # force load into process memory before Julia loads its artifacts
+                    ct.CDLL(full_path, mode=ct.RTLD_GLOBAL)
+                    return True
+    return False
+
 # embedded in try block to be able to generate documentation
 # and run tests without cuda-python installed
 try:
     from cuda.bindings import driver, nvrtc, runtime
+    preload_python_nvrtc()
 except ImportError:
     try:
         # backward compatibility hack for older cuda-python versions

From cba64f734d9f6ca549a0b96eb3b6b826b99ce045 Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:21:07 +0200
Subject: [PATCH 3/8] Implemented lightweight check for juliacall instead of
 expensive full load

---
 test/context.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/test/context.py b/test/context.py
index c49a762f..d007565f 100644
--- a/test/context.py
+++ b/test/context.py
@@ -3,6 +3,7 @@
 import sys
 import ctypes.util
 from os import environ
+import importlib.util
 
 import pytest
 
@@ -92,8 +93,8 @@
     pymoo_present = False
 
 try:
-    import juliacall
-    julia_present = True
+    if importlib.util.find_spec("juliacall") is not None:
+        julia_present = True
 except ImportError:
     julia_present = False
 

From 3f827b22ae7ff8b4314beca82019457c96eaed99 Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:28:06 +0200
Subject: [PATCH 4/8] Updated doc and test requirement files

---
 doc/requirements.txt      |  206 +--
 doc/requirements_test.txt | 2521 ++++++++++++++++++++++++++++---------
 2 files changed, 2037 insertions(+), 690 deletions(-)

diff --git a/doc/requirements.txt b/doc/requirements.txt
index 22c00989..1e0f0438 100644
--- a/doc/requirements.txt
+++ b/doc/requirements.txt
@@ -1,89 +1,117 @@
-alabaster==0.7.16 ; python_version >= "3.9" and python_version < "3.15"
-asttokens==3.0.0 ; python_version >= "3.9" and python_version < "3.15"
-attrs==25.1.0 ; python_version >= "3.9" and python_version < "3.15"
-babel==2.17.0 ; python_version >= "3.9" and python_version < "3.15"
-beautifulsoup4==4.13.3 ; python_version >= "3.9" and python_version < "3.15"
-bleach[css]==6.4.0 ; python_version >= "3.9" and python_version < "3.15"
-certifi==2025.1.31 ; python_version >= "3.9" and python_version < "3.15"
-cffi==1.17.1 ; python_version >= "3.9" and python_version < "3.15" and implementation_name == "pypy"
-charset-normalizer==3.4.1 ; python_version >= "3.9" and python_version < "3.15"
-colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.15" and sys_platform == "win32"
-decorator==5.2.1 ; python_version >= "3.9" and python_version < "3.15"
-defusedxml==0.7.1 ; python_version >= "3.9" and python_version < "3.15"
-docutils==0.20.1 ; python_version >= "3.9" and python_version < "3.15"
-dom-toml==2.0.1 ; python_version >= "3.9" and python_version < "3.15"
-domdf-python-tools==3.10.0 ; python_version >= "3.9" and python_version < "3.15"
-exceptiongroup==1.2.2 ; python_version >= "3.9" and python_version < "3.11"
-executing==2.2.0 ; python_version >= "3.9" and python_version < "3.15"
-fastjsonschema==2.21.1 ; python_version >= "3.9" and python_version < "3.15"
-idna==3.15 ; python_version >= "3.9" and python_version < "3.15"
-imagesize==1.4.1 ; python_version >= "3.9" and python_version < "3.15"
-importlib-metadata==8.6.1 ; python_version >= "3.9" and python_version < "3.10"
-iniconfig==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-ipython==8.18.1 ; python_version >= "3.9" and python_version < "3.15"
-jedi==0.19.2 ; python_version >= "3.9" and python_version < "3.15"
-jinja2==3.1.6 ; python_version >= "3.9" and python_version < "3.15"
-joblib==1.4.2 ; python_version >= "3.9" and python_version < "3.15"
-jsonschema-specifications==2024.10.1 ; python_version >= "3.9" and python_version < "3.15"
-jsonschema==4.23.0 ; python_version >= "3.9" and python_version < "3.15"
-jupyter-client==8.6.3 ; python_version >= "3.9" and python_version < "3.15"
-jupyter-core==5.7.2 ; python_version >= "3.9" and python_version < "3.15"
-jupyterlab-pygments==0.3.0 ; python_version >= "3.9" and python_version < "3.15"
-markupsafe==2.1.5 ; python_version >= "3.9" and python_version < "3.15"
-matplotlib-inline==0.1.7 ; python_version >= "3.9" and python_version < "3.15"
-mistune==3.3.0 ; python_version >= "3.9" and python_version < "3.15"
-natsort==8.4.0 ; python_version >= "3.9" and python_version < "3.15"
-nbclient==0.10.2 ; python_version >= "3.9" and python_version < "3.15"
-nbconvert==7.17.1 ; python_version >= "3.9" and python_version < "3.15"
-nbformat==5.10.4 ; python_version >= "3.9" and python_version < "3.15"
-nbsphinx==0.9.7 ; python_version >= "3.9" and python_version < "3.15"
-numpy==1.26.4 ; python_version >= "3.9" and python_version < "3.15"
-packaging==24.2 ; python_version >= "3.9" and python_version < "3.15"
-pandas==2.2.3 ; python_version >= "3.9" and python_version < "3.15"
-pandocfilters==1.5.1 ; python_version >= "3.9" and python_version < "3.15"
-parso==0.8.4 ; python_version >= "3.9" and python_version < "3.15"
-pexpect==4.9.0 ; python_version >= "3.9" and python_version < "3.15" and sys_platform != "win32"
-platformdirs==4.3.6 ; python_version >= "3.9" and python_version < "3.15"
-pluggy==1.5.0 ; python_version >= "3.9" and python_version < "3.15"
-prompt-toolkit==3.0.50 ; python_version >= "3.9" and python_version < "3.15"
-ptyprocess==0.7.0 ; python_version >= "3.9" and python_version < "3.15" and sys_platform != "win32"
-pure-eval==0.2.3 ; python_version >= "3.9" and python_version < "3.15"
-pycparser==2.22 ; python_version >= "3.9" and python_version < "3.15" and implementation_name == "pypy"
-pygments==2.20.0 ; python_version >= "3.9" and python_version < "3.15"
-pytest==9.0.3 ; python_version >= "3.9" and python_version < "3.15"
-python-constraint2==2.1.0 ; python_version >= "3.9" and python_version < "3.15"
-python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "3.15"
-pytz==2025.1 ; python_version >= "3.9" and python_version < "3.15"
-pywin32==308 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.9" and python_version < "3.15"
-pyzmq==26.2.1 ; python_version >= "3.9" and python_version < "3.15"
-referencing==0.36.2 ; python_version >= "3.9" and python_version < "3.15"
-requests==2.33.0 ; python_version >= "3.9" and python_version < "3.15"
-rpds-py==0.23.1 ; python_version >= "3.9" and python_version < "3.15"
-scikit-learn==1.6.1 ; python_version >= "3.9" and python_version < "3.15"
-scipy==1.13.1 ; python_version >= "3.9" and python_version < "3.15"
-six==1.17.0 ; python_version >= "3.9" and python_version < "3.15"
-snowballstemmer==2.2.0 ; python_version >= "3.9" and python_version < "3.15"
-soupsieve==2.8.4 ; python_version >= "3.9" and python_version < "3.15"
-sphinx-pyproject==0.3.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinx-rtd-theme==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinx==7.4.7 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-applehelp==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-devhelp==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-htmlhelp==2.1.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-jquery==4.1 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-jsmath==1.0.1 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-qthelp==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-sphinxcontrib-serializinghtml==2.0.0 ; python_version >= "3.9" and python_version < "3.15"
-stack-data==0.6.3 ; python_version >= "3.9" and python_version < "3.15"
-threadpoolctl==3.5.0 ; python_version >= "3.9" and python_version < "3.15"
-tinycss2==1.4.0 ; python_version >= "3.9" and python_version < "3.15"
-tomli==2.2.1 ; python_version >= "3.9" and python_version < "3.15"
-tornado==6.5.7 ; python_version >= "3.9" and python_version < "3.15"
-traitlets==5.14.3 ; python_version >= "3.9" and python_version < "3.15"
-typing-extensions==4.12.2 ; python_version >= "3.9" and python_version < "3.15"
-tzdata==2025.1 ; python_version >= "3.9" and python_version < "3.15"
-urllib3==2.7.0 ; python_version >= "3.9" and python_version < "3.15"
-wcwidth==0.2.13 ; python_version >= "3.9" and python_version < "3.15"
-webencodings==0.5.1 ; python_version >= "3.9" and python_version < "3.15"
-xmltodict==0.14.2 ; python_version >= "3.9" and python_version < "3.15"
-zipp==3.21.0 ; python_version >= "3.9" and python_version < "3.10"
+about-time==4.2.1 ; python_version >= "3.10" and python_version < "4"
+alabaster==0.7.16 ; python_version >= "3.10" and python_version < "4"
+alive-progress==3.3.0 ; python_version >= "3.10" and python_version < "4"
+asttokens==3.0.2 ; python_version >= "3.10" and python_version < "4"
+attrs==26.1.0 ; python_version >= "3.10" and python_version < "4"
+autograd==1.9.1 ; python_version >= "3.10" and python_version < "4"
+babel==2.18.0 ; python_version >= "3.10" and python_version < "4"
+beautifulsoup4==4.15.0 ; python_version >= "3.10" and python_version < "4"
+bleach==6.4.0 ; python_version >= "3.10" and python_version < "4"
+certifi==2026.7.22 ; python_version >= "3.10" and python_version < "4"
+cffi==2.1.1 ; python_version >= "3.10" and python_version < "4"
+charset-normalizer==3.5.1 ; python_version >= "3.10" and python_version < "4"
+cma==4.4.4 ; python_version >= "3.10" and python_version < "4"
+colorama==0.4.6 ; python_version >= "3.10" and python_version < "4" and sys_platform == "win32"
+contourpy==1.3.2 ; python_version == "3.10"
+contourpy==1.3.3 ; python_version >= "3.11" and python_version < "4"
+cycler==0.12.1 ; python_version >= "3.10" and python_version < "4"
+decorator==5.3.1 ; python_version == "3.10"
+defusedxml==0.7.1 ; python_version >= "3.10" and python_version < "4"
+deprecated==1.3.1 ; python_version >= "3.10" and python_version < "4"
+docutils==0.20.1 ; python_version >= "3.10" and python_version < "4"
+dom-toml==2.3.0 ; python_version >= "3.10" and python_version < "4"
+domdf-python-tools==3.10.0 ; python_version >= "3.10" and python_version < "4"
+exceptiongroup==1.3.1 ; python_version == "3.10"
+executing==2.2.1 ; python_version >= "3.10" and python_version < "4"
+fastjsonschema==2.22.2 ; python_version >= "3.10" and python_version < "4"
+fonttools==4.63.0 ; python_version >= "3.10" and python_version < "4"
+graphemeu==0.7.2 ; python_version >= "3.10" and python_version < "4"
+idna==3.19 ; python_version >= "3.10" and python_version < "4"
+imagesize==1.5.0 ; python_version >= "3.14" and python_version < "4"
+imagesize==2.0.0 ; python_version >= "3.10" and python_version < "3.14"
+iniconfig==2.3.0 ; python_version >= "3.10" and python_version < "4"
+ipython-pygments-lexers==1.1.1 ; python_version >= "3.11" and python_version < "4"
+ipython==8.39.0 ; python_version == "3.10"
+ipython==9.16.1 ; python_version >= "3.11" and python_version < "4"
+jedi==0.20.0 ; python_version >= "3.10" and python_version < "4"
+jinja2==3.1.6 ; python_version >= "3.10" and python_version < "4"
+joblib==1.5.3 ; python_version >= "3.10" and python_version < "4"
+jsonschema-specifications==2025.9.1 ; python_version >= "3.10" and python_version < "4"
+jsonschema==4.26.0 ; python_version >= "3.10" and python_version < "4"
+jupyter-client==8.9.1 ; python_version >= "3.10" and python_version < "4"
+jupyter-core==5.9.1 ; python_version >= "3.10" and python_version < "4"
+jupyterlab-pygments==0.3.0 ; python_version >= "3.10" and python_version < "4"
+kiwisolver==1.5.0 ; python_version >= "3.10" and python_version < "4"
+markupsafe==2.1.5 ; python_version >= "3.10" and python_version < "4"
+matplotlib-inline==0.2.2 ; python_version >= "3.10" and python_version < "4"
+matplotlib==3.10.9 ; python_version == "3.10"
+matplotlib==3.11.1 ; python_version >= "3.11" and python_version < "4"
+mistune==3.3.4 ; python_version >= "3.10" and python_version < "4"
+moocore==0.3.2 ; python_version >= "3.10" and python_version < "4"
+narwhals==2.25.0 ; python_version >= "3.11" and python_version < "4"
+natsort==8.4.0 ; python_version >= "3.10" and python_version < "4"
+nbclient==0.11.0 ; python_version >= "3.10" and python_version < "4"
+nbconvert==7.17.1 ; python_version >= "3.10" and python_version < "4"
+nbformat==5.11.1 ; python_version >= "3.10" and python_version < "4"
+nbsphinx==0.9.8 ; python_version >= "3.10" and python_version < "4"
+numpy==2.2.6 ; python_version == "3.10"
+numpy==2.4.6 ; python_version == "3.11"
+numpy==2.5.2 ; python_version >= "3.12" and python_version < "4"
+packaging==26.3 ; python_version >= "3.10" and python_version < "4"
+pandas==2.3.3 ; python_version == "3.10"
+pandas==3.0.5 ; python_version >= "3.11" and python_version < "4"
+pandocfilters==1.5.1 ; python_version >= "3.10" and python_version < "4"
+parso==0.8.7 ; python_version >= "3.10" and python_version < "4"
+pexpect==4.9.0 ; python_version >= "3.10" and python_version < "4" and sys_platform != "win32" and sys_platform != "emscripten"
+pillow==12.3.0 ; python_version >= "3.10" and python_version < "4"
+platformdirs==4.11.3 ; python_version >= "3.10" and python_version < "4"
+pluggy==1.6.0 ; python_version >= "3.10" and python_version < "4"
+prompt-toolkit==3.0.53 ; python_version >= "3.10" and python_version < "4"
+psutil==7.2.2 ; python_version >= "3.10" and python_version < "4"
+ptyprocess==0.7.0 ; python_version >= "3.10" and python_version < "4" and (os_name != "nt" or sys_platform != "win32" and sys_platform != "emscripten")
+pure-eval==0.2.3 ; python_version >= "3.10" and python_version < "4"
+pycparser==3.0 ; python_version >= "3.10" and python_version < "4" and implementation_name != "PyPy"
+pygments==2.21.0 ; python_version >= "3.10" and python_version < "4"
+pymoo==0.6.2 ; python_version >= "3.10" and python_version < "4"
+pyparsing==3.3.2 ; python_version >= "3.10" and python_version < "4"
+pytest==8.4.2 ; python_version >= "3.10" and python_version < "4"
+python-constraint2==2.5.0 ; python_version == "3.10"
+python-constraint2==2.7.3 ; python_version >= "3.11" and python_version < "4"
+python-dateutil==2.9.0.post0 ; python_version >= "3.10" and python_version < "4"
+pytz==2026.3.post1 ; python_version == "3.10"
+pyzmq==27.2.0 ; python_version >= "3.10" and python_version < "4"
+referencing==0.37.0 ; python_version >= "3.10" and python_version < "4"
+requests==2.34.2 ; python_version >= "3.10" and python_version < "4"
+rpds-py==0.30.0 ; python_version == "3.10"
+rpds-py==2026.6.3 ; python_version >= "3.11" and python_version < "4"
+scikit-learn==1.7.2 ; python_version == "3.10"
+scikit-learn==1.9.0 ; python_version >= "3.11" and python_version < "4"
+scipy==1.15.3 ; python_version == "3.10"
+scipy==1.17.1 ; python_version == "3.11"
+scipy==1.18.0 ; python_version >= "3.12" and python_version < "4"
+six==1.17.0 ; python_version >= "3.10" and python_version < "4"
+snowballstemmer==3.1.1 ; python_version >= "3.10" and python_version < "4"
+soupsieve==2.9.2 ; python_version >= "3.10" and python_version < "4"
+sphinx-pyproject==0.3.0 ; python_version >= "3.10" and python_version < "4"
+sphinx-rtd-theme==2.0.0 ; python_version >= "3.10" and python_version < "4"
+sphinx==7.4.7 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-applehelp==2.0.0 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-devhelp==2.0.0 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-htmlhelp==2.1.0 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-jquery==4.1 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-jsmath==1.0.1 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-qthelp==2.0.0 ; python_version >= "3.10" and python_version < "4"
+sphinxcontrib-serializinghtml==2.0.0 ; python_version >= "3.10" and python_version < "4"
+stack-data==0.6.3 ; python_version >= "3.10" and python_version < "4"
+threadpoolctl==3.6.0 ; python_version >= "3.10" and python_version < "4"
+tinycss2==1.5.1 ; python_version >= "3.10" and python_version < "4"
+tomli==2.4.1 ; python_version >= "3.10" and python_version < "4"
+tornado==6.5.8 ; python_version >= "3.10" and python_version < "4"
+traitlets==5.16.1 ; python_version >= "3.10" and python_version < "4"
+typing-extensions==4.16.0 ; python_version >= "3.10" and python_version < "4"
+tzdata==2026.3 ; python_version >= "3.10" and python_version < "4" and (sys_platform == "win32" or sys_platform == "emscripten") or python_version == "3.10"
+urllib3==2.7.0 ; python_version >= "3.10" and python_version < "4"
+wcwidth==0.8.2 ; python_version >= "3.10" and python_version < "4"
+webencodings==0.6.1 ; python_version >= "3.10" and python_version < "4"
+wrapt==2.3.0 ; python_version >= "3.10" and python_version < "4"
+xmltodict==1.0.4 ; python_version >= "3.10" and python_version < "4"
diff --git a/doc/requirements_test.txt b/doc/requirements_test.txt
index 8990c0ff..ed2d90e6 100644
--- a/doc/requirements_test.txt
+++ b/doc/requirements_test.txt
@@ -1,631 +1,1950 @@
---extra-index-url https://test.pypi.org/simple
-
-argcomplete==3.6.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591 \
-    --hash=sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf
-asttokens==3.0.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7 \
-    --hash=sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2
-attrs==25.3.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3 \
-    --hash=sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b
-build==1.2.2.post1 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5 \
-    --hash=sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7
+about-time==4.2.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:6a538862d33ce67d997429d14998310e1dbfda6cb7d9bbfbf799c4709847fece \
+    --hash=sha256:8bbf4c75fe13cbd3d72f49a03b02c5c7dca32169b6d49117c257e7eb3eaee341
+alive-progress==3.3.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:457dd2428b48dacd49854022a46448d236a48f1b7277874071c39395307e830c \
+    --hash=sha256:63dd33bb94cde15ad9e5b666dbba8fedf71b72a4935d6fb9a92931e69402c9ff
+argcomplete==3.7.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:6029205678bdd9c1c728a155f5f9ecf5812393f969eef58807641a2bc2aa5b19 \
+    --hash=sha256:aad8b69a0b9969edb62db0d1752354c0d50717b10e0cbb00e2a958381b9fc6b9
+attrs==26.1.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
+    --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
+autograd==1.9.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:7818c5c69ddf9efb7da74097bd741a4c7920133f41966f68537223a15ef798bc \
+    --hash=sha256:b788bae3fa010cbffb4cfb7b8ba2a3f0daa6072a8506da6164c779fe9cf3e05a
+build==1.5.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f \
+    --hash=sha256:302c22c3ba2a0fd5f3911918651341ebb3896176cbdec15bd421f80b1afc7647
+cffi==2.1.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:046bfc24911b37851ee1b51aab8bffe713d89c68c6a057b09484ce9fd5f69b4e \
+    --hash=sha256:06c72bb76605a4b0cd0aad6930b69d4baf7dd5d806cfc409b824191099700e66 \
+    --hash=sha256:0beceaabe56af686895136a2de78db54ecd8e4046b236b8fd6d6cb61389e9bf2 \
+    --hash=sha256:154852545011f779917b11c78db2358d095da62a9a172b78ad0a583ee5adc0d0 \
+    --hash=sha256:194cffa889098ced9976c3fc6340305e43f6303657d298da55366907c05c22d6 \
+    --hash=sha256:19ee6127ee34de7d83ce3d371ebc5ed91addbdcc39f9ab15ce4eb35a4e534971 \
+    --hash=sha256:1a18a57b58cfb21fc28d72e876acf10eaed67a1ed96226f92af4df681d571c4c \
+    --hash=sha256:1aa5645c30469b09530c4ebca77ebf8f17618293c58f8549cb1a543a50236e7d \
+    --hash=sha256:1dea0e4d7d4f11f619fe8c1d76caf49e24405b4b5743c0e3be16a500ecd930c9 \
+    --hash=sha256:208f941bb9d18e768138677f0a6d2ce01f590df56043dda1df1535ac57c88517 \
+    --hash=sha256:210019b6c7cf07f081b4c54635c8cf744377001350e29cc0f81c4377b4797735 \
+    --hash=sha256:246fa40ce8645a614ff682e0b70f37134e460eaf93a775e0cbe3cca585a67a80 \
+    --hash=sha256:25792eac27877609e7bb06d42ff88278a6624fff2ba9bbb523c09616b117e80f \
+    --hash=sha256:27350daa11d4f10c540e6e89dada4c54feb7256ad03e9a4dc075ebad7ba360d1 \
+    --hash=sha256:28907ab9bfb6aa13184cfc17c6b8e1023c5ab6fd7076d8c20a35e59fe04f8f29 \
+    --hash=sha256:2ae64be792b8966f2c69538199728b290e34726562896df1e5dc8ffd8d8188e8 \
+    --hash=sha256:31348097ff5bbe827ccc41795d4dd099d9f0625e7def00ee653c137a490c2a6c \
+    --hash=sha256:3143d81e29e1e20a9ce10901ec369012947876596f75a222235965f2b7ae832e \
+    --hash=sha256:3222ba5d678f80a030e6afbcc33dc1ae5cb45facabb61cee2c7016b8432fde48 \
+    --hash=sha256:3311ed60d36f83378794e1009ac6258bafbf81f7888b4caa7b35a521e3f95813 \
+    --hash=sha256:334644fbac4eff73d985a17a91226df55d0f394160c4cfb880e084c8f7161cac \
+    --hash=sha256:34e261f78cb6ceaaa36f42f2613f4380d94d9c759a9c73c769ee6e0247364632 \
+    --hash=sha256:363e05fa78e15116c3c32c210ee36884fd6b9afa6d440e47112c3bd511d64cb6 \
+    --hash=sha256:398aff33cee2767e3e781d2554c54bd0dff386bb437581e0d8011fde1a942ec1 \
+    --hash=sha256:3d22a20b1fb1632cc72c22f95f7b0d2961c3e1c235f245ba4c606c4771035659 \
+    --hash=sha256:42a494cee34437f05546455144f2b5d9ac09b1face62bcfce597d2e521066688 \
+    --hash=sha256:42e2f76b9455f5a9a844f770bf3e200ed3da0e15f5df3db9c31fe80b04b3d004 \
+    --hash=sha256:42f6930c31dc7f50732c9ae793c2786c7b6b044195967bbdde40bb9be81c4cc0 \
+    --hash=sha256:456a61fa52d579ebf9df2e9552ead5129855dbaff6c1e5a9b1bc408809bdc062 \
+    --hash=sha256:471cee653ae88de62096552e6d24ccb4a5adb8c8c9f10b5054d0122c15bf2779 \
+    --hash=sha256:49cbc70e6542d4ccccb936558d1064a8012541e78f821f955cff24e357776c94 \
+    --hash=sha256:4a7c934f7360e8cd64fe9efadcbd10c7c6364f531e432b9a4bf5ccbc9e0e8b50 \
+    --hash=sha256:4be96343e422f2dfcd12ab5c9f5aebe03f82f737c6bffeca6830b3875cb44aab \
+    --hash=sha256:4f42141fc14250de6dde5ee7ea4432be017252d91f19c5ad043c084cea629cac \
+    --hash=sha256:507a24c282e0f42f8ed737cf048572cbf580468da5555764a8331735e9c736b6 \
+    --hash=sha256:51b31d1c98274844cfd7838ce00bfc27c7423a4dc00fc0772fc3331c2cc90676 \
+    --hash=sha256:58acb8ab8e295e6c5ea12f888cbb13cf21511ef2a3303a23f4325c29d17fe5c1 \
+    --hash=sha256:5a59cc1c4442bc3d5c703bf720b51138d0bfc173618807c9ee2490a7541dd3d9 \
+    --hash=sha256:5bb4e7ea95dcd6a014a6fef62e62467d67d8e582326443f3d68e71d6320a9fcf \
+    --hash=sha256:5c58fe613dc5e5336357eff555824a314d8e43282600435c8d1cb6a7a2fedd13 \
+    --hash=sha256:5e7cecbaadb83884793e05828cee59b210b24583b9c7425d0ba6a754fe22eb4e \
+    --hash=sha256:616f097f2fe415bc92a247f02e11f634e1f9e9a83d327e3c915c15089c87869e \
+    --hash=sha256:63bbfd5ded17c4840ac07cd8f1c21ba9d9708141f840b324f422f41b207e3973 \
+    --hash=sha256:64faea20f4e2613363a1a9b9c7dd73058f3ecd00133a511e72ad7c511658f527 \
+    --hash=sha256:661c298b4821edebead0c91edd2b00374d67ad7c5a1f7a91d4442633b79d6a72 \
+    --hash=sha256:68e62fe11f30d5ca8289242866f0a5291402d8529ca2178ab8afc5c9694ae890 \
+    --hash=sha256:6a8dddef476fab96d066d578fc88526767b836ab5ab21754e1d5bf3879c31c7c \
+    --hash=sha256:6e192623c49c94421616a5778fba35cf0d5a8d000650c1967ef4448ee5cdd990 \
+    --hash=sha256:7225e4514edb64eb6740324353e0da0711954fd8d7da4576755b1c6e09b697cd \
+    --hash=sha256:75f80557d1389eddbd0de2681f6a390a0c5338c31ddaa821381c203fc3fd50d9 \
+    --hash=sha256:770de9db11e84213beec501cfcaa013b019820ca881e03344dea5844f7876d94 \
+    --hash=sha256:7750c6449dff7864bb9bb27ddfb0267756189201a3afc911d82b3caacd70dfc3 \
+    --hash=sha256:7bde5e4cc5c10140859842b9d383af292b22639a4dffb725314baf45968cef80 \
+    --hash=sha256:7ce713ace7c0e4520535b42b77eaa742c16dab813978064913e5a3cf82973b41 \
+    --hash=sha256:7da0c5eff80f0197f3b3d1232ec5a682a9325f4ae9016a78f5f5ca35f9ced1f5 \
+    --hash=sha256:7dbb61fe3a7699468030f71bbe5f8a0e326a151daa91beb11a6fc1f980c55e1c \
+    --hash=sha256:811bd1e21d32de12efca32393a0ab3f5133b54fce9bd44b8bd77ab07da14bf6a \
+    --hash=sha256:8ef53b2de9bcb9197d31854256575d59dbac0cba72ac627bb291ef5eceb74be4 \
+    --hash=sha256:937c0052c05a31ca1daf18de3158eed4dbfcb9cc107adbea227728d647be701e \
+    --hash=sha256:9d2055050ea716bd38b7f7f1579c275386646b4894c155a3e2f3cd62ed41b7c6 \
+    --hash=sha256:9f8d177621de5cb38ee3e731eda45d421db093ec0739f46a5594babda7987a98 \
+    --hash=sha256:a2d7755bef5a12ed488f4ef1f1b69ee9191d7396083b755a5d2295f6edb4768b \
+    --hash=sha256:a48d62ab9d6f4f98c983223a547af44be6ca3691074c31cecced6facd3ba2dc1 \
+    --hash=sha256:a4f00aa42f75d6e4595e8866e748cc1705adc0cddfeb2ca86d0d03993d63ba03 \
+    --hash=sha256:a6e721d4b0e45d5b65e87534470e67b18dcd092c83f68fba09f152b9cbc061af \
+    --hash=sha256:a730a083190634c65cca36ba5f489531576ebd79bcd5c8e172130f6453127231 \
+    --hash=sha256:a931079504ecc49efed7744c476a5c343a92fabf66dec2db95edb1b2fdc770e2 \
+    --hash=sha256:aa9511c62d14da7aacc9b4bf51f3f697a621e83b2d6919008243c3aad168eea3 \
+    --hash=sha256:ab36d55f9ed2d067327667c2fea18dda018eb628dd6347aa01dda6cf1f5d3836 \
+    --hash=sha256:ad2c86c495b899d862ea0f4b42891b8713a3bd45dd4105c7fd51c2a72f39f3a5 \
+    --hash=sha256:aeae0e330c9f6acd681f647d46cefd30c29f93e3392882e792e82080c9691399 \
+    --hash=sha256:b0431303acaea1089ad4b3e9ce4e6518193def1118d4073ca848635ee4ea2e96 \
+    --hash=sha256:b5bdfd1c873d4e093aabc0ca84c4ca6dbc4f752afb5c86f146d9742580c9da2e \
+    --hash=sha256:baed1e86cc735622097354b9d1281406caf42ff42a886d29faa8e8d1630333be \
+    --hash=sha256:c1453022f490d2459a11819d83ad1d586e9ff65a12ac3e705ffebd46d3685dcf \
+    --hash=sha256:c26608d2222fb1e94487e4a387d85f13eb55d5ed725cb25a0c589ac4ee60e7bc \
+    --hash=sha256:c7659f22557c5a0bc4855cd635f55edec690cc008a40768527762cb9fb263455 \
+    --hash=sha256:c8c69575568085ba0b1b10c0249d779a214aea6f6522e949a0fc9fb0fcb449d0 \
+    --hash=sha256:c8d2c9fd1f2d16f780d15127abb050d13d1a76c03a4bd87d7e4980e45e511e12 \
+    --hash=sha256:ca82be1a1d406ecfe1d25dc16cb33488e5a16bf4438c9fb590484ea29d92478b \
+    --hash=sha256:cc572dace3f60ef98d7b12ff411d20f5362feb31a0439eab0085bbfd349982d7 \
+    --hash=sha256:d18e5ac0f2f03f4f518d3e23db0f0cad7faa1da8620e9c09461d443bbf6e6692 \
+    --hash=sha256:d28630f5854ab07ab1fd4aba756de52326c82e6be15d414b12793f1975048b54 \
+    --hash=sha256:d9c275eaacd24aa73f94ffd6de08fc3f932424d8b6c376f4bed7cde376fe7bc3 \
+    --hash=sha256:da0e573f9f97159390c89d9f1a9e41908b66d408cc5b58d08cf3847d844c531b \
+    --hash=sha256:dd31f52ea1086513bb9df30f8fcee9b8918323ae067a3d5b78bc826a000712be \
+    --hash=sha256:dddad92b554513a31f272570678ba307fb9f618f05e3d4a5eacafff9eae03e1d \
+    --hash=sha256:df423d40ee8654634421812bc3b196da3f9bd7d32929da813f8394c4348a5358 \
+    --hash=sha256:df913725b79db7bcf03448f36b7bf8815363417d5b58deecf9305e3e30f0f21a \
+    --hash=sha256:e0bcb7e0f677f543555d2adff3bf19c05f66cdb4796e5ff602442ab2fe3c4ef7 \
+    --hash=sha256:e2d65b31f36619cda3999b78b2aa9632e76b78448e7a56fc4240824200e7c4fc \
+    --hash=sha256:e6e8cff14d6fb0be70a09c0bdc58096f501952d04624ebf867e0e56da2df8960 \
+    --hash=sha256:f16c709686a78c727bbbf059f92b0bf41c6fc60deec706d2dc19f529175a6125 \
+    --hash=sha256:f24fb43132a4c6b4cb4eb029492919b2db645be6808d738f244fd146c03c32cb \
+    --hash=sha256:f53e442b08449d42821fa4a4fba000095af9f62742a500f978a9f557ec44339a \
+    --hash=sha256:f5cfbc5fe74540d335175b656c725d74d90e3730c626d92575eea35029d9afaa \
+    --hash=sha256:f81b3b8f3d4e343550fa4baa0e479bba9f2d29ce9c2e9b51d1ce1718d7442fcf \
+    --hash=sha256:f8ec5e643a9a937f64e1999eb9f75d072263751912dc5cd06d3c85f8f44be7c3 \
+    --hash=sha256:fb92203a88b3d3053034db775110081c49d28be6551923805e039924093761e4 \
+    --hash=sha256:fcd22650c908d7b7da162bbfaab594a1227a15d1643a98c68b122ac642fa2264
+cma==4.4.4 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:632bd654b5dce04c0eaa3166679d3e4773ce7a79eab7934e7f363c341b9a8170 \
+    --hash=sha256:edb6d02eb2aac2d54650f16a8f0c70711ff17445957de7c9de92ff7fd4b7ef38
 colorama==0.4.6 ; python_version >= "3.10" and python_version < "4" and (sys_platform == "win32" or os_name == "nt") \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-colorlog==6.9.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff \
-    --hash=sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2
-coverage==7.8.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:042e7841a26498fff7a37d6fda770d17519982f5b7d8bf5278d140b67b61095f \
-    --hash=sha256:04bfec25a8ef1c5f41f5e7e5c842f6b615599ca8ba8391ec33a9290d9d2db3a3 \
-    --hash=sha256:0915742f4c82208ebf47a2b154a5334155ed9ef9fe6190674b8a46c2fb89cb05 \
-    --hash=sha256:18c5ae6d061ad5b3e7eef4363fb27a0576012a7447af48be6c75b88494c6cf25 \
-    --hash=sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe \
-    --hash=sha256:2e4b6b87bb0c846a9315e3ab4be2d52fac905100565f4b92f02c445c8799e257 \
-    --hash=sha256:3043ba1c88b2139126fc72cb48574b90e2e0546d4c78b5299317f61b7f718b78 \
-    --hash=sha256:379fe315e206b14e21db5240f89dc0774bdd3e25c3c58c2c733c99eca96f1ada \
-    --hash=sha256:42421e04069fb2cbcbca5a696c4050b84a43b05392679d4068acbe65449b5c64 \
-    --hash=sha256:4dfd9a93db9e78666d178d4f08a5408aa3f2474ad4d0e0378ed5f2ef71640cb6 \
-    --hash=sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28 \
-    --hash=sha256:554fec1199d93ab30adaa751db68acec2b41c5602ac944bb19187cb9a41a8067 \
-    --hash=sha256:581a40c7b94921fffd6457ffe532259813fc68eb2bdda60fa8cc343414ce3733 \
-    --hash=sha256:5a26c0c795c3e0b63ec7da6efded5f0bc856d7c0b24b2ac84b4d1d7bc578d676 \
-    --hash=sha256:5a570cd9bd20b85d1a0d7b009aaf6c110b52b5755c17be6962f8ccd65d1dbd23 \
-    --hash=sha256:5aaeb00761f985007b38cf463b1d160a14a22c34eb3f6a39d9ad6fc27cb73008 \
-    --hash=sha256:5ac46d0c2dd5820ce93943a501ac5f6548ea81594777ca585bf002aa8854cacd \
-    --hash=sha256:5c8a5c139aae4c35cbd7cadca1df02ea8cf28a911534fc1b0456acb0b14234f3 \
-    --hash=sha256:6b8af63b9afa1031c0ef05b217faa598f3069148eeee6bb24b79da9012423b82 \
-    --hash=sha256:769773614e676f9d8e8a0980dd7740f09a6ea386d0f383db6821df07d0f08545 \
-    --hash=sha256:771eb7587a0563ca5bb6f622b9ed7f9d07bd08900f7589b4febff05f469bea00 \
-    --hash=sha256:77af0f6447a582fdc7de5e06fa3757a3ef87769fbb0fdbdeba78c23049140a47 \
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+    --hash=sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c
+contourpy==1.3.3 ; python_version >= "3.11" and python_version < "4" \
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+    --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a
+coverage==7.15.4 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:002a438859f7b430bc99afeaf01a6d187dad1d0dc907b64cdeffc632a5db8fd8 \
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+    --hash=sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223
+distlib==0.4.3 ; python_version >= "3.10" and python_version < "4" \
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+    --hash=sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745
+graphemeu==0.7.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:1444520f6899fd30114fc2a39f297d86d10fa0f23bf7579f772f8bc7efaa2542 \
+    --hash=sha256:42bbe373d7c146160f286cd5f76b1a8ad29172d7333ce10705c5cc282462a4f8
+importlib-metadata==9.0.0 ; python_version == "3.10" and python_full_version < "3.10.2" \
+    --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \
+    --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc
+iniconfig==2.3.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+joblib==1.5.3 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \
+    --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3
+jsonschema-specifications==2025.9.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
+    --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
+jsonschema==4.26.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+kiwisolver==1.5.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \
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+    --hash=sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e \
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+    --hash=sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1 \
+    --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921 \
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+    --hash=sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358
+matplotlib==3.11.1 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2 \
+    --hash=sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464 \
+    --hash=sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1 \
+    --hash=sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb \
+    --hash=sha256:1ac697e591c11b6ad04679a73c2d2f9980fe9d9f0311fb414a2e329706343dfb \
+    --hash=sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a \
+    --hash=sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b \
+    --hash=sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1 \
+    --hash=sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3 \
+    --hash=sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2 \
+    --hash=sha256:427258425f9a3fc4ed79a91f9e9b9aaf5a82cb6571e85dc14063cc6fbb993741 \
+    --hash=sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a \
+    --hash=sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987 \
+    --hash=sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be \
+    --hash=sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf \
+    --hash=sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f \
+    --hash=sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191 \
+    --hash=sha256:67e4c3cd578c65ebd81bdc09a1b6592ceafee6dfafe116dc85dfcb647b5bbb18 \
+    --hash=sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b \
+    --hash=sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30 \
+    --hash=sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f \
+    --hash=sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e \
+    --hash=sha256:7f33a781e12b1e53b278deb2f5373c2e55ec4f10727be3440c0cfb5cda9f944f \
+    --hash=sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f \
+    --hash=sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f \
+    --hash=sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda \
+    --hash=sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481 \
+    --hash=sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6 \
+    --hash=sha256:96f4bdeea33a8d15a071dbfe6d119451b1d719c733ac666d65357082901a9099 \
+    --hash=sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78 \
+    --hash=sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2 \
+    --hash=sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319 \
+    --hash=sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685 \
+    --hash=sha256:aee55e9041211bf84302ab55ec3965df18dd90ae19f8b58332a7feaf208bfe83 \
+    --hash=sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3 \
+    --hash=sha256:b4c78ceb2f11bcac7389d305cda17aeb1f4586a857854ab5780bd3dd8dbfc407 \
+    --hash=sha256:b7cf158e7add54a8d51ac9b5a84abd6d4e13ed4951b4f25f1c5139f41c2addb2 \
+    --hash=sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d \
+    --hash=sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea \
+    --hash=sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472 \
+    --hash=sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f \
+    --hash=sha256:d2ace7273b9a5061a3b420918a16fae1f2dc5dfee1abcc13aba71b5d94b1820c \
+    --hash=sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae \
+    --hash=sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74 \
+    --hash=sha256:e4b9ac2f1f607ecda2af90a5232beee2af7582fce1cc30c4b6a1b012dc21ee99 \
+    --hash=sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb
 mock==5.2.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:4e460e818629b4b173f32d08bf30d3af8123afbb8e04bb5707a1fd4799e503f0 \
     --hash=sha256:7ba87f72ca0e915175596069dbbcc7c75af7b5e9b9bc107ad6349ede0819982f
+moocore==0.3.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:118f546d27f93e814bf84cc8007ea8e0a2ec2b3e761fe4e54f864165c45e392d \
+    --hash=sha256:19b10372a867e35e34f7816d49909182a2b2290d98289521d3584d5770d05a29 \
+    --hash=sha256:347c3418d174f1d838ba3c82335329925629dc1f0cb81e8c08787feb7bf46d38 \
+    --hash=sha256:6a11c219157b5c22e596eaef25aec654683573dc6cc953a03f2a2d92d4ce872e \
+    --hash=sha256:8557a411c1b3f9fee90263701ad3fe58dbbcdc8e2b695696358fda5f968accfb \
+    --hash=sha256:9d8040d3b2c19ca27e24869efdfb94eb2f4e749283f95d4aa5ebdab7bd8d566c \
+    --hash=sha256:aaed31c1a434a846502f922f86766205c3f9d43642fa73782b1b5a5136de0573 \
+    --hash=sha256:f9bdc963ac4efb0f1e06d290b019950c3d526e5b1499f0f821180d10712a14e8
+narwhals==2.25.0 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:1f0f403e8c7e4463cde9bfe78b12fdd809e3ae3dda6d9b2f802934fb9c7a6a8f \
+    --hash=sha256:62c036c810662bf7820b7737077176313bc59350eeeefb808510f388c743e4b2
 nox-poetry==1.2.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:2531a404e3a21eb73fc1a587a548506a8e2c4c1e6e7ef0c1d0d8d6453b7e5d26 \
     --hash=sha256:266eea7a0ab3cad7f4121ecc05b76945036db3b67e6e347557f05010a18e2682
 nox==2024.10.9 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:1d36f309a0a2a853e9bccb76bbef6bb118ba92fa92674d15604ca99adeb29eab \
     --hash=sha256:7aa9dc8d1c27e9f45ab046ffd1c3b2c4f7c91755304769df231308849ebded95
-numpy==1.26.4 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
-    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
-    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
-    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
-    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
-    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
-    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
-    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
-    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
-    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
-    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
-    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
-    --hash=sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a \
-    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
-    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
-    --hash=sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd \
-    --hash=sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c \
-    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
-    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
-    --hash=sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c \
-    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
-    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
-    --hash=sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0 \
-    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
-    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
-    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
-    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
-    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
-    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
-    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
-    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
-    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
-    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
-    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
-    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
-    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
-packaging==24.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759 \
-    --hash=sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f
-pandas==2.2.3 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:062309c1b9ea12a50e8ce661145c6aab431b1e99530d3cd60640e255778bd43a \
-    --hash=sha256:15c0e1e02e93116177d29ff83e8b1619c93ddc9c49083f237d4312337a61165d \
-    --hash=sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5 \
-    --hash=sha256:1db71525a1538b30142094edb9adc10be3f3e176748cd7acc2240c2f2e5aa3a4 \
-    --hash=sha256:22a9d949bfc9a502d320aa04e5d02feab689d61da4e7764b62c30b991c42c5f0 \
-    --hash=sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32 \
-    --hash=sha256:31d0ced62d4ea3e231a9f228366919a5ea0b07440d9d4dac345376fd8e1477ea \
-    --hash=sha256:3508d914817e153ad359d7e069d752cdd736a247c322d932eb89e6bc84217f28 \
-    --hash=sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f \
-    --hash=sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348 \
-    --hash=sha256:38cf8125c40dae9d5acc10fa66af8ea6fdf760b2714ee482ca691fc66e6fcb18 \
-    --hash=sha256:3b71f27954685ee685317063bf13c7709a7ba74fc996b84fc6821c59b0f06468 \
-    --hash=sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5 \
-    --hash=sha256:4850ba03528b6dd51d6c5d273c46f183f39a9baf3f0143e566b89450965b105e \
-    --hash=sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667 \
-    --hash=sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645 \
-    --hash=sha256:59ef3764d0fe818125a5097d2ae867ca3fa64df032331b7e0917cf5d7bf66b13 \
-    --hash=sha256:5dbca4c1acd72e8eeef4753eeca07de9b1db4f398669d5994086f788a5d7cc30 \
-    --hash=sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3 \
-    --hash=sha256:61c5ad4043f791b61dd4752191d9f07f0ae412515d59ba8f005832a532f8736d \
-    --hash=sha256:6374c452ff3ec675a8f46fd9ab25c4ad0ba590b71cf0656f8b6daa5202bca3fb \
-    --hash=sha256:63cc132e40a2e084cf01adf0775b15ac515ba905d7dcca47e9a251819c575ef3 \
-    --hash=sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039 \
-    --hash=sha256:6dfcb5ee8d4d50c06a51c2fffa6cff6272098ad6540aed1a76d15fb9318194d8 \
-    --hash=sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd \
-    --hash=sha256:7eee9e7cea6adf3e3d24e304ac6b8300646e2a5d1cd3a3c2abed9101b0846761 \
-    --hash=sha256:800250ecdadb6d9c78eae4990da62743b857b470883fa27f652db8bdde7f6659 \
-    --hash=sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57 \
-    --hash=sha256:8cd6d7cc958a3910f934ea8dbdf17b2364827bb4dafc38ce6eef6bb3d65ff09c \
-    --hash=sha256:99df71520d25fade9db7c1076ac94eb994f4d2673ef2aa2e86ee039b6746d20c \
-    --hash=sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4 \
-    --hash=sha256:ad5b65698ab28ed8d7f18790a0dc58005c7629f227be9ecc1072aa74c0c1d43a \
-    --hash=sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9 \
-    --hash=sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42 \
-    --hash=sha256:ba96630bc17c875161df3818780af30e43be9b166ce51c9a18c1feae342906c2 \
-    --hash=sha256:bc6b93f9b966093cb0fd62ff1a7e4c09e6d546ad7c1de191767baffc57628f39 \
-    --hash=sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc \
-    --hash=sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698 \
-    --hash=sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed \
-    --hash=sha256:f00d1345d84d8c86a63e476bb4955e46458b304b9575dcf71102b5c705320015 \
-    --hash=sha256:f3a255b2c19987fbbe62a9dfd6cff7ff2aa9ccab3fc75218fd4b7530f01efa24 \
-    --hash=sha256:fffb8ae78d8af97f849404f21411c95062db1496aeb3e56f146f0355c9989319
-parso==0.8.4 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18 \
-    --hash=sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d
+numpy==2.2.6 ; python_version == "3.10" \
+    --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \
+    --hash=sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47 \
+    --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \
+    --hash=sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d \
+    --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \
+    --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \
+    --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \
+    --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \
+    --hash=sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163 \
+    --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \
+    --hash=sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42 \
+    --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \
+    --hash=sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491 \
+    --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \
+    --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \
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+    --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8
+numpy==2.4.6 ; python_version == "3.11" \
+    --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \
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+    --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \
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+    --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20
+numpy==2.5.2 ; python_version >= "3.12" and python_version < "4" \
+    --hash=sha256:0090ccdd57ec2703e9b49d0bf554767370581c1dd0a6b2bb2b2d9def317d042a \
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+    --hash=sha256:ba0a474801b8dc67b66bf465548abc90e82b44d2611b5770f33008dcabffe8ec \
+    --hash=sha256:bd68ece1553d2023c09a4226d9e41c586ad2d20594d1a456186c33513d2cb3f2 \
+    --hash=sha256:c081cbe16ba1ab53078e5ff29013621e33c509eedab055775d956427712c236e \
+    --hash=sha256:c1f017dc0875c9209d219f97feceb7d54c2661bb243deb4114478e1295808af7 \
+    --hash=sha256:cebc2d6dbb605a7703d59751dea4bd6b0ab127a5a4338a6f432df1936fef8b26 \
+    --hash=sha256:cf7de32f486e4ac9e2d93b810f9e9ac72a728dd46a32a0bb403222f27f653514 \
+    --hash=sha256:d482d171c406ae88c5b19cad3b6a1c4c5209f886ab74bc44c2c865c23f52d860 \
+    --hash=sha256:d6a48072864e3324e194a8fbb3c657bcc5b5c869dbc64c9537b1d5c862572c0a \
+    --hash=sha256:d787cf769c3baeb5f6235e778edb52c08dfa923789b5958f28e6450f96107cb1 \
+    --hash=sha256:dc649493697006bc90614a5f0bbc8cb3cb1866715c474e473694968d7e6b99ab \
+    --hash=sha256:ddf47472af2e4280d79bac82304f5e80150211f1b9e614b760061d5fdfbb6eba \
+    --hash=sha256:e5651f3f87add730ee6608d915009e19c911fba0cb000c7e3ea994b7d768eb12 \
+    --hash=sha256:e79aba74ffaf5f78a050d777c184cddf8fdffabab38acf5f3ef1fecbc17895d6 \
+    --hash=sha256:eaa088384c46f519dacb93b7ec483a6d6b19a4a2085ae4f25ab9b1c43d387d1e \
+    --hash=sha256:eaca7ff36f0f52e2111ec71f169d8fd3e889e7ddc0d2592e0d703fd8d3ce8fac \
+    --hash=sha256:f06571a052127dc1b4e8b83029b4d1b20daa2b64a31cdd181fc6bc774e9000eb \
+    --hash=sha256:fd0d703772bba096843785bd38371e31bb4a0c1151497ad5739d182114a73f7f
+packaging==26.3 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
+    --hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
+pandas==2.3.3 ; python_version == "3.10" \
+    --hash=sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7 \
+    --hash=sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593 \
+    --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5 \
+    --hash=sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791 \
+    --hash=sha256:23ebd657a4d38268c7dfbdf089fbc31ea709d82e4923c5ffd4fbd5747133ce73 \
+    --hash=sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec \
+    --hash=sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4 \
+    --hash=sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5 \
+    --hash=sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac \
+    --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \
+    --hash=sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c \
+    --hash=sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87 \
+    --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \
+    --hash=sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250 \
+    --hash=sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c \
+    --hash=sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826 \
+    --hash=sha256:5554c929ccc317d41a5e3d1234f3be588248e61f08a74dd17c9eabb535777dc9 \
+    --hash=sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713 \
+    --hash=sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1 \
+    --hash=sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523 \
+    --hash=sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3 \
+    --hash=sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78 \
+    --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \
+    --hash=sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c \
+    --hash=sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21 \
+    --hash=sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5 \
+    --hash=sha256:854d00d556406bffe66a4c0802f334c9ad5a96b4f1f868adf036a21b11ef13ff \
+    --hash=sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45 \
+    --hash=sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110 \
+    --hash=sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493 \
+    --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \
+    --hash=sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450 \
+    --hash=sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86 \
+    --hash=sha256:a637c5cdfa04b6d6e2ecedcb81fc52ffb0fd78ce2ebccc9ea964df9f658de8c8 \
+    --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \
+    --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \
+    --hash=sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66 \
+    --hash=sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b \
+    --hash=sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8 \
+    --hash=sha256:bf1f8a81d04ca90e32a0aceb819d34dbd378a98bf923b6398b9a3ec0bf44de29 \
+    --hash=sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6 \
+    --hash=sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc \
+    --hash=sha256:c503ba5216814e295f40711470446bc3fd00f0faea8a086cbc688808e26f92a2 \
+    --hash=sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788 \
+    --hash=sha256:d3e28b3e83862ccf4d85ff19cf8c20b2ae7e503881711ff2d534dc8f761131aa \
+    --hash=sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151 \
+    --hash=sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838 \
+    --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \
+    --hash=sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a \
+    --hash=sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d \
+    --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \
+    --hash=sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0 \
+    --hash=sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b \
+    --hash=sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c \
+    --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
+pandas==3.0.5 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:08d24fe11a17dc33bd6e937dc9c665f9cba08fbdc9f657f405713515febe300d \
+    --hash=sha256:0d298e951f23016ce4699951d044ae6418dbc91bf68cefca0f77666fcbb4e5c6 \
+    --hash=sha256:0fac0010c75e4efb6b99e249c183a8993ce0dc95c240f9b120a5e67c727b7928 \
+    --hash=sha256:1c10461f6eeb35d8f05b6184c65c8b9991663b66c46b1d559b682cb34ae7c6ea \
+    --hash=sha256:25ff585b972a18ef1fe9ffa3ac6544d9950508aa76832e5147640b6022821e49 \
+    --hash=sha256:2946e77e4a53cd248cbde631a12f0e51c8324ce354c3eba4d20147c1ad6f4282 \
+    --hash=sha256:2a29c53d85ea98c5e792c59ef82ee9fbe6ca902c0d0adb6b23f45ef894cd7bf6 \
+    --hash=sha256:2c0cf1dd9b55a22d105fc46c1b489af3bd42264fcba7c66297bf47a9a1d9c78a \
+    --hash=sha256:2f264fc46911cc8131a7322a16199bbf8e353d27c10bb211f5bd0c814324dc36 \
+    --hash=sha256:303da736987d481074ca720ada325f8bd80c64ebc2d45ed79b29df3aaa4a26ca \
+    --hash=sha256:3b2801bbb049d0136f6c213eae02b5fca969384fc2064dd728d8620552aa49da \
+    --hash=sha256:3c5015fd1730fbf883647e88068176c839c102cea883ba1769a6f4593bfc1f8c \
+    --hash=sha256:3c5ed2e7c06e91d340dfd091d7934f9bc82e4a36b95f647f090b9d1c9ac649da \
+    --hash=sha256:4b11c36e218331d0387cbe3a0a5f75162357a1d92d57b2b08a336ff94b19b2be \
+    --hash=sha256:5183427f5a8156d480f30333777bc978be93650a49a7c01db26adffe95b31e85 \
+    --hash=sha256:53730687fcd161883b24e10411c06d6a4c0f2275d2faf3bb2bc25deb4ba8007c \
+    --hash=sha256:66266d3442a5e8b3c90274c2b8b230bee42dd1c286bc822cc2f9f2c7e12b883e \
+    --hash=sha256:679f4e85b30ddb1515458ab1e788d3e260eae369b1f78da7a3aa4cac8ebf4a2a \
+    --hash=sha256:71ecc8fb7ed1a7aa4392316b5309a6347e8e7f832f38fd897846b3a1457a9298 \
+    --hash=sha256:73fa87b08a7ef706f8aafda39ddaccf2a99047bea62d8c88a0361bcafb2237bc \
+    --hash=sha256:80a611068e8a3ac23f7398c6c14eb46dc974e5cc9997f653e2dcfd1da74edd41 \
+    --hash=sha256:960d3ebcf249f75206899fcd2c6de53f736b7265759ced0d3e559df0b8b709b0 \
+    --hash=sha256:9e94c2c5ca43bd3ca32bf64d32308887b65e5f9bfd8023ea52755107a999f93b \
+    --hash=sha256:a5ad3b02ed6bc7d7ae9b70804b2c6aa31827489d150f8e623ce82491b82085d7 \
+    --hash=sha256:b1261758dfb6cf12c3cff8300e21cefad30e7ec709abb4c24ac7318e6a52462a \
+    --hash=sha256:b173f5951ff6b8b0ec7675e20dff3c97b7e7a57dfcce387c2d7c5afe87cb7899 \
+    --hash=sha256:b2acb4650527eec6822c3dadb2b771277b65e7dae7a267d4bccf65fd1bb3fbce \
+    --hash=sha256:b58b1b39d46a5862e3fb18f50d1a201398619d16a0f9f73f57eea5583cf0e63c \
+    --hash=sha256:b86765f268b56f7e665b93bce9d5df69dee7f99e595cf8fb839483ab315942a3 \
+    --hash=sha256:c1c05a767fe8e5b4fe9e1c29806829c582052eaedb9120a3da83ba3f69e24a5b \
+    --hash=sha256:c2e26bb46934b8a2ca0c3de1d3d606fc5f6746584791b2db264d58cf370e08dc \
+    --hash=sha256:c597ecf5616b5c420372c1d4d4c00dbbfba7398bea857dcc984347e1ea48417b \
+    --hash=sha256:cce3a9d11d2b1f82c69a27ec1f4948a170e2c403c4bbfa8cca62e3fdebe2ef3a \
+    --hash=sha256:cd8f7c6dc98527058ee6264219343f5392240a6f1bfa654fc5d79023020d0c92 \
+    --hash=sha256:cf52e1f61d229496da17dc7ab54acdee627357e7008fd4fecba3d0ba2937fa58 \
+    --hash=sha256:d373ce03ffd84010ed9839fa73672a9c8256990532e158440c0085db7d914b34 \
+    --hash=sha256:db172144bb56422bd157812f3b021eacc255451470b31e2c633c349490a1cfee \
+    --hash=sha256:dca3734d6ab7c906e6730f0788b0a1dbb9f2467731f9711f77995c8e9d62d712 \
+    --hash=sha256:e2759e890db96dfcffdbd9b86c3c2cb6afaf58def482820317e06163ec1066cd \
+    --hash=sha256:e819dd5f62966b481a8cb649d3299ebd886a1ea91ed5a99bf7ce77c98d18ab94 \
+    --hash=sha256:ef01af4d8dc6cd2c8d6c7736f149574ef93fe043811eeb5e445f2647154b5040 \
+    --hash=sha256:fa290c16964d4963fbfbc358928239cf3bd755b20e988ce944877def2f44471d
 pep440==0.1.2 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:36d6ad73f2b5d07769294cafe183500ac89d848c922a3d3f521b968481880d51 \
     --hash=sha256:58b37246cc2b13fee1ca2a3c092cb3704d21ecf621a5bdbb168e44e697f6d04d
-pexpect==4.9.0 ; python_version >= "3.10" and python_version < "4" and sys_platform != "win32" and sys_platform != "emscripten" \
-    --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
-    --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-platformdirs==4.3.7 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:a03875334331946f13c549dbd8f4bac7a13a50a895a0eb1e8c6a8ace80d40a94 \
-    --hash=sha256:eb437d586b6a0986388f0d6f74aa0cde27b48d0e3d66843640bfb6bdcdb6e351
-pluggy==1.5.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
-prompt-toolkit==3.0.50 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab \
-    --hash=sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198
-ptyprocess==0.7.0 ; python_version >= "3.10" and python_version < "4" and (os_name != "nt" or sys_platform != "win32" and sys_platform != "emscripten") \
-    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
-    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-pure-eval==0.2.3 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0 \
-    --hash=sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42
-pygments==2.20.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
-    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+pillow==12.3.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:00808c5e14ef63ac5161091d242999076604ff74b883423a11e5d7bbb38bf756 \
+    --hash=sha256:04f01d28a6aaff387bf842a13be313df23ba0597a44f1a976c9feb3c6ff4711a \
+    --hash=sha256:06ff022112bc9cbf83b60f8e028d94ad87b60621706487e65f673de61610ab59 \
+    --hash=sha256:0740a512dc522224c77d9aa5a8d70d8b7d73fb91f2c21125d8d025d3b8990e45 \
+    --hash=sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3 \
+    --hash=sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df \
+    --hash=sha256:0feb2e9d6ad6c9e3c06effe9d00f3f1e618a6643273576b016f591e9315a7139 \
+    --hash=sha256:10e41f0fbf1eec8cfd234b8fe17a4caac7c9d0db4c204d3c173a8f9f6ef3232b \
+    --hash=sha256:1182d52bc2d5e5d7d0949503aa7e36d12f42205dc287e4883f407b1988820d39 \
+    --hash=sha256:164b31cd1a0490ab6efae01aa5df49da7061be0af1b30e035b6e9a1bfe34ee6e \
+    --hash=sha256:1657923d2d45afb66526e5b933e5b3052e6bdea196c90d3abb2424e18c77dae8 \
+    --hash=sha256:186941b6aef820ad110fb01fb06eb925374dc3a21b17e37ec9a53b250c6fe2d1 \
+    --hash=sha256:1cca606cd25738df4ed873d5ad46bbdb3d83b5cbca291f6b4ff13a4df6b0bbe8 \
+    --hash=sha256:21900ce7ba264168cd50defae43cd75d25c833ad4ad6e73ffc5596d12e25ac89 \
+    --hash=sha256:236ff70b9312fb68943c703aa842ca6a758abfa45ac187a5e7c1452e96ef72b5 \
+    --hash=sha256:23aceaa007d6172b02c277f0cd359c79492bbb14f7072b4ede9fbcaf20648130 \
+    --hash=sha256:23d27a3e0307ec2244cc51e7287b919aa68d097504ebe19df4e76a98a3eea5bd \
+    --hash=sha256:24870b09b224f7ae3c39ed07d10e819d06f8720bc551847b1d623832b5b0e28d \
+    --hash=sha256:251bf95b67017e27b13d82f5b326234ca62d70f9cf4c2b9032de2358a3b12c7b \
+    --hash=sha256:25b9b82bb22e6e2b3cd07b39c68b7b862001226cb3dff7130d1cb914121b39ed \
+    --hash=sha256:28ce87c5ab450a9dd970b52e5aca5fe63ed432d18a2eaddd1979a00a1ba24ace \
+    --hash=sha256:300557495eb45ebb8aec96c2da9c4be642fbf7cd937278b4013ba894ea8eb0eb \
+    --hash=sha256:30f2aa603c41533cc25c05acd0da21636e84a315768feb631c937177db558931 \
+    --hash=sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510 \
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+platformdirs==4.11.3 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:5ed065d443751de711da036041a7a214122efc4a4de393b3f4137ba5576540e7 \
+    --hash=sha256:66a73d38a849810252df809a3d8bcbda8e26f6c189920e7535ad608a48dbb5ab
+pluggy==1.6.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+pyaml==26.7.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:11cda3a796efc6dbce0d56836be56cfd26289dad07bcd78e9904086729929c93 \
+    --hash=sha256:cfa382780c43ae660669b87d394d550a41856ef175f5749f51f753e12d7077ac
+pycparser==3.0 ; python_version >= "3.10" and python_version < "4" and implementation_name != "PyPy" \
+    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pygments==2.21.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9 \
+    --hash=sha256:610ca751c9bc2492b38eb9a38a7fbc93edbbb2d7182edaf34e66ae493dee5c8c
+pymoo==0.6.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:0d0cc0fe0d4e1500e224b8a86094c30210580595a38ad212851451ba58978c18 \
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+    --hash=sha256:ffd16204031a08119dc13292fc02903dce68694ab6eca66a0b24c54c05183771
+pyparsing==3.3.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
+    --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
 pyproject-hooks==1.2.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 pytest-cov==5.0.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652 \
     --hash=sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857
-pytest-timeout==2.3.1 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:12397729125c6ecbdaca01035b9e5239d4db97352320af155b3f5de1ba5165d9 \
-    --hash=sha256:68188cb703edfc6a18fad98dc25a3c61e9f24d644b0b70f33af545219fc7813e
-pytest==9.0.3 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9 \
-    --hash=sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c
-python-constraint2==2.2.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:02dcdf6d6f2d403b6304dddb242ef1b3db791600c7b8f8cd895dc3f87509bc6e \
-    --hash=sha256:0951ff7ee0d549037ed078ecf828f33003730531a7231f9773c3674553362efa \
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-    --hash=sha256:bdd4b448c4dcaee76b649ee225ddfc03b613b2dbf611847b346d15f7823ab1e2 \
-    --hash=sha256:c6ac87e3d0953218edbcf1f9c4aa9b59aca83aa383f0cc4f0bb2343e39253026 \
-    --hash=sha256:e0064a8d4cc88161cd2378cf102fe3453503f116ab6e4932c5f74108aba072ee
+pytest-timeout==2.4.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:7e68e90b01f9eff71332b25001f85c75495fc4e3a836701876183c4bcfd0540a \
+    --hash=sha256:c42667e5cdadb151aeb5b26d114aff6bdf5a907f176a007a30b940d3d865b5c2
+pytest==8.4.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01 \
+    --hash=sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79
+python-constraint2==2.5.0 ; python_version == "3.10" \
+    --hash=sha256:0bd4f870c1f74e0f033372ad2c78bb8929c0d2b489a3c89f83caa9088c547d64 \
+    --hash=sha256:245fa0b1edca340545041c655d159187f98558c08a93619ac4433739509341d1 \
+    --hash=sha256:319352f7b0b5f8881f02f6a119079dc27e6f3f16a0d63bef491b25555ef9de2e \
+    --hash=sha256:4104e3db4cf8c399775c61d6a06393af299ca519253cc5fa35b0c774b5f84384 \
+    --hash=sha256:4930bf7886f1fcfc8402287c05e1cc22347f0c4900be41b85dbbcc8578f18063 \
+    --hash=sha256:4b3b35feff69f6bfe0c460604628c0ed5d2314ca65f3d0043f73712f20fe2239 \
+    --hash=sha256:5699f7eeeeaf3dbd2feb919330a8082b886753eb1843c44520019c9c3ff50437 \
+    --hash=sha256:5ee62ad012b02a578ca3c9c3a07de57f711670c09cb3614b406b99c2464abcc2 \
+    --hash=sha256:6b015ecc38d8828e8d372df32eca77af7b97439f98fd0de812368cd93ddef944 \
+    --hash=sha256:6df15448993e65d01e224a60c62c59ad4cd2501a595ea5dda5eb8c79e9d32c0c \
+    --hash=sha256:73d8bab2239d99de5462dda3e4414e809013fdd77fd5e66b774b32ce93425979 \
+    --hash=sha256:80d298ee29cc77453b92e6cc391d5c22e2074bc0ad63d1d4f497a82bf6880b17 \
+    --hash=sha256:84ea0fcce47a6542ef7668471cf53489433dbfbf3b677c54dc37cd5645ee1bf3 \
+    --hash=sha256:90d3904e5d9461398c16b2e8923ed6e96cf99d4a54bac4c0b78017fb2fb36cfa \
+    --hash=sha256:93a51e3ad8dd544a299c5bf14c27a9dde0b2b73c2d5514f3bd676c4dbaaf0128 \
+    --hash=sha256:b3f0da1cfa7041775c4806bdcb43ed8b928a644ce92ac4c55d303ceb5771b71f \
+    --hash=sha256:c269c857035bdef991bc0225f2df057631d07bc9d928813088bb09889bef41e6 \
+    --hash=sha256:c4fcc2565204050811797c0caeb3abb08968d81a4db25807e6c4af393e9080eb \
+    --hash=sha256:e3cb0a453258b8defeff88eb7d61f87921422b6b6f936a8ec01e124d777c74d1 \
+    --hash=sha256:e740e1a46664e87176bb24b1e2d8148459f3772219abc9b7d6088c91e532c99b \
+    --hash=sha256:ec06f29991538c1ff9cd410b6810617e023e3bc930dd08ca8a97c35b81650749 \
+    --hash=sha256:edf643fbc5a61729e43019647e0a5a51a634b26a5cee6314634993caee79b7f6 \
+    --hash=sha256:f46131bfd1b28957487e0bb1c8899af6be2fa2d567a4d4b8cf2aad12577ae2b4 \
+    --hash=sha256:f5c636ab637c0c1f2ac769dd966e78fa5b3c7d1fd606dff888854adc07293bc3 \
+    --hash=sha256:f69ab4b3a7d1bda6d05738f1ae31ddd35a48be6f13f34bf4329204ff6f28479d
+python-constraint2==2.7.3 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:05536d053efc6d1bcc51f04e5976f4e924d21e111b8e5bba7be004e2171a7b85 \
+    --hash=sha256:07a62b3f6e634869d78feb88e1aab961a153ebd99b60e96457bee4ef8f3d1eb9 \
+    --hash=sha256:11826fdcadef316ed212dad5510418a14ed939b6ddc65bfb0d5d2712afabafcd \
+    --hash=sha256:2574f5551f3d9ff4c9000b84ff3c997d2e82cadaf1a676628bae0b21ddc4c429 \
+    --hash=sha256:32c4b22458d12145cbd06b673f1e67ae5632e96bc95a743c4258a5e94f27d0b9 \
+    --hash=sha256:3b079a262ab7532938369f6a138a71f31d74dfbb2cdd2b31efa3548826ca6174 \
+    --hash=sha256:52b09510347272afa50535a50bc600b24ba221090377fad8a7267df9a5446eb9 \
+    --hash=sha256:53285d0b18c93513f5e4dddad0765bb3035c481074d8cf07a03e681b04e8f559 \
+    --hash=sha256:5eaa369aafa55462327f8d3251bdffc957eb440e843f8b3e052e17a1aa91b826 \
+    --hash=sha256:613c14f36e5925e19c1dbb36daf9c12b2efc7d669ee12b82cef0dc8b851f9a05 \
+    --hash=sha256:6db5e6a4eec3b7164f65d8b61f14e60f47ad25799824a7ff20e0ff53fc846ede \
+    --hash=sha256:6e9b91dc3f3b724e13408bea5de8fe976177f0dd1498ee73bf01a0fdfabb4b42 \
+    --hash=sha256:781eed744b626d7d0f7858d4c80d6a2e3408b982f7891d71c037dcb0604cd5f1 \
+    --hash=sha256:79d43d742e3dc557ed5b7eb9231dfffbfdd675fdb81b1a737f7af42380ab1695 \
+    --hash=sha256:7aa6200ac6108736924e1c7ec40709ce95ce27a00d323484b99520542eafe8d7 \
+    --hash=sha256:7bb85e3c152d0ac16df8bfadbb468539c7521bdc246c36d7a0683142896f5dae \
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+    --hash=sha256:8ddfb08d2b1bd319f429cd0465874e81c1e4cbef253e0cff3878e8036de556f8 \
+    --hash=sha256:97d58b19b37168766d424528a14211fec0e3a91cc44b250a9a38186525431867 \
+    --hash=sha256:9e0dbf061a7be7f2837239cbc51e3d0c5f9521724fb07a987c64f0bf3bce6438 \
+    --hash=sha256:9fe61aa4660c488c34d80b91136388436ab2d4dd300cfed5a135d3941e7c3037 \
+    --hash=sha256:a1398c708bf639f7bcaa1d710c830c150ea65ce514ccc357717fb08de51b5e54 \
+    --hash=sha256:a664c3a41be65d4ae7be7b7f2b98adafee25d89813fc495600fd8b70559af1e2 \
+    --hash=sha256:b04bde5f44e1530e431d22ca0c036bc69cbc6582c4592809c54e3bcdb8f64747 \
+    --hash=sha256:b7a0dfa357579f576eded7d803223a85b7dcb2f1d6308369b16a051cc41f4d6c \
+    --hash=sha256:b850197851713597216733f54f5d6195c21542d18f5f5b540aa163b042424110 \
+    --hash=sha256:b89a57ba28b9b4f212eee89f6b5899b6bdee2c20946debc45ecf74599d927f0d \
+    --hash=sha256:bc755c724aa0733fc41110e71abb24d839bf9048e9a3787d9a85becda436fb03 \
+    --hash=sha256:caca9425e10de7e79830453b08d118d913b09d97ece32473fc6c207e6df3162a \
+    --hash=sha256:cb69da784627e27ef282dd2a7f113374abb73522e14c05046f6c30c78c44adb3 \
+    --hash=sha256:ce27fd327fe7228333750f29c8d68c11c57762eb7d496772a5534de1d5454588 \
+    --hash=sha256:dc774116ebf2355b10c7df077cb4b2382ccb097ea42aa5df9bd43eb1bea05d38 \
+    --hash=sha256:e75e022dab016eceb6bdd2b14efb3b325f77aa9c03dd970473c5ba51fb8445f6 \
+    --hash=sha256:e7e1a0df8528c73cb1032f47fd6d882ca48abcbb259fdc10787e2c297c943a59 \
+    --hash=sha256:e8ce11b2b936523778036565ef684f15dd7878bac0360f98eaf03701fbd450ed \
+    --hash=sha256:e9e1a775fb0c327cae56d48aaab5b9aefadc31a9d917a18b41f6d9fe67399af1 \
+    --hash=sha256:ea1bc9a4a2f44af902687cd306e9bfca3749598cc7552099babb43e0c1a86b98 \
+    --hash=sha256:ef268d16d29d4b3557ba938e71c5f4b7b5fc3a087271fb1d003b77305b19e163 \
+    --hash=sha256:fb3b2642da1409f89e12aa87157c963d1a791f457353a6cdd6fc3bd755a6fd5f
 python-dateutil==2.9.0.post0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-pytz==2025.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3 \
-    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
-referencing==0.36.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa \
-    --hash=sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0
-rpds-py==0.24.0 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:0047638c3aa0dbcd0ab99ed1e549bbf0e142c9ecc173b6492868432d8989a046 \
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-scikit-learn==1.6.1 ; python_version >= "3.10" and python_version < "4" \
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+python-discovery==1.5.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:3e338c2d0f15dfaeea57493f4c2c6caebe0e998ea815c30ae8bf8ee21f1112d3 \
+    --hash=sha256:45fd4f20a4e3f9b7bf2e0817870bc8e3b320a19658da177af800768c82dbf354
+pytz==2026.3.post1 ; python_version == "3.10" \
+    --hash=sha256:2211d3fcf9a797d3405cac96ac7f61d80e6a644f72a3309607282fe8a2010c5d \
+    --hash=sha256:dd95840dd199baea12d9cc096a1d452caa6596a1c1e4b5f3dbd1541855d5e815
+pyyaml==6.0.3 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
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+    --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
+referencing==0.37.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \
+    --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8
+rpds-py==0.30.0 ; python_version == "3.10" \
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+    --hash=sha256:fe5fa731a1fa8a0a56b0977413f8cacac1768dad38d16b3a296712709476fbd5
+rpds-py==2026.6.3 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5 \
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+    --hash=sha256:faa679d19a6696fd54259ad321251ad77a13e70e03dd834daa762a44fb6196ef
+ruff==0.15.22 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:11c1c715af53a09f714e011106bffc419751ec8232fcb5da42173284ea3fec6f \
+    --hash=sha256:1877d63b9d24ed278744f1523fd11b85540566d54641f97c566d7d9dc5ca5296 \
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+    --hash=sha256:fabfd168afdf29fee5be98b831efa9683c94d7c5a3b58b9ce5a2e38444589a74
+scikit-learn==1.7.2 ; python_version == "3.10" \
+    --hash=sha256:0486c8f827c2e7b64837c731c8feff72c0bd2b998067a8a9cbc10643c31f0fe1 \
+    --hash=sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7 \
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+    --hash=sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c \
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+    --hash=sha256:ca250e6836d10e6f402436d6463d6c0e4d8e0234cfb6a9a47835bd392b852ce5 \
+    --hash=sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b \
+    --hash=sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615 \
+    --hash=sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33
+scikit-learn==1.9.0 ; python_version >= "3.11" and python_version < "4" \
+    --hash=sha256:051075bda8b7aab87b1906ab3d4740a1e1224a19d7b3781a576736edc94e76aa \
+    --hash=sha256:056c92bb67ad4c28463c2f2653d9701449201e7e7a9e94e321be0f71c4fef2b8 \
+    --hash=sha256:147e9329ef0e39f75d4cffa02b2aa48d827832684926cd5210d9a2cb5c57246b \
+    --hash=sha256:1b944b6db288f6b926e3650026ddafb988929de95d11fc2cc5fa117773c9ba42 \
+    --hash=sha256:1fea2cc5677ab49d6f5bade978c866da44957b712d92e9635e8b4f723013c3cb \
+    --hash=sha256:24360002ae845e7866522b0a5bbf690802e7bc388cac8663502e78aa98598aa2 \
+    --hash=sha256:26e22435f63bcdcf396b574273f29f13dd531f5ea035801f5be10ba1540a4e60 \
+    --hash=sha256:2bd41b0d201bc81575531b96b713d3eb5e5f50fb0b82101ff0f92294fdc236ac \
+    --hash=sha256:366652351f092b219c248f1e72821e841960a63d8f358f1dcfd54dc1cbdbbc28 \
+    --hash=sha256:38c3dcb9a1ffb85505ec53d54c7b4aea0cff70050425a7760c2af661ac85df05 \
+    --hash=sha256:4306775fad04cc4b472a1b15af1ae9cede1540fbfcc17fbce3767cd8dc7ae283 \
+    --hash=sha256:4ccacf04ca5f4b492158a5f28afe0ace43f81b2571e4b9a66d34848b46128949 \
+    --hash=sha256:5162ad10a418c8a282dde04c9aa06965de3e9a65f33c1440c0ae69bb1a09d913 \
+    --hash=sha256:5808d98f15c6bf6d9d96d2348c1997392a5888ce7097e664105f930c4bca1277 \
+    --hash=sha256:5b934c45c252844a91d69fda3a34cff5e7307e1db10d77cb10a3980312c74713 \
+    --hash=sha256:5bad8f8b9950321b54c965fdcbac6c6c55e79e16646b49977bcf3668d3870a1a \
+    --hash=sha256:5be45aa4a42a68a533913a6ed736cf309de2226411c79ef8d609a5456f1939b1 \
+    --hash=sha256:5dc1818c77575d149e25fce9ef82dd7b7263ae372f03494158668ad632a69759 \
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+    --hash=sha256:64fa347efc1c839c487433e40c5144d38c336e8a2b59c81aa8660373945c2673 \
+    --hash=sha256:78fc56eafd4edb9575d2d8950d1dd152061abb573341a1cb7e099fc40f6c6666 \
+    --hash=sha256:80746d63bd4b6eaca54d36fe5feaf4d28bb38dc6f9470f81c7cad7c40155f119 \
+    --hash=sha256:8833266989d3a5110178a9fae30783675460724d0e1efb13b14901d2c660c557 \
+    --hash=sha256:9656acd4e93f74e0b66c8a36c88830a99252dfa900044d36bc2212ae89a47162 \
+    --hash=sha256:9db6f4d34e68c8899e4cab27fdf8eafe6ed21f2ba52ceb25ea250cd237f8e47b \
+    --hash=sha256:d77f54c017633791bc0225a43e2f8d03745fdcfe4880268fcc4df15f505dec2e \
+    --hash=sha256:da76d09304a4706db7cc1e3ebaa3b6b98a67365cc11d2996c4f1e58ba47df714 \
+    --hash=sha256:ee1a8db2c18c08e34c7412d4b10be1cac214cd4ea7dc9715a6a327eb49a37c96 \
+    --hash=sha256:f401448645a3e7bc115aa3c094097865155b34bff1cba8101857d9104e99074c \
+    --hash=sha256:f7e254636164090da847715a27f8e5478feb98c40a9e0ee90cbd277de9e5ceb8 \
+    --hash=sha256:fd3a8ef0c758555a3b23c03adaa858af32f7736785ded50ad5991f59c4ed03fa
+scikit-optimize==0.10.2 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:00a3d91bf9015e292b6e7aaefe7e6cb95e8d25ce19adafd2cd88849e1a0b0da0 \
+    --hash=sha256:45bc7e879b086133984721f2f6735a86c085073f6c481c2ec665b5c67b44d723
+scipy==1.15.3 ; python_version == "3.10" \
+    --hash=sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477 \
+    --hash=sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c \
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+    --hash=sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e \
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+    --hash=sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889 \
+    --hash=sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca \
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+    --hash=sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9 \
+    --hash=sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62 \
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+    --hash=sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40 \
+    --hash=sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c \
+    --hash=sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253 \
+    --hash=sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb \
+    --hash=sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f \
+    --hash=sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163 \
+    --hash=sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45 \
+    --hash=sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7 \
+    --hash=sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11 \
+    --hash=sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf \
+    --hash=sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e \
+    --hash=sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126
+scipy==1.17.1 ; python_version == "3.11" \
+    --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \
+    --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \
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+    --hash=sha256:158dd96d2207e21c966063e1635b1063cd7787b627b6f07305315dd73d9c679e \
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+    --hash=sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec \
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+    --hash=sha256:3fd1fcdab3ea951b610dc4cef356d416d5802991e7e32b5254828d342f7b7e0b \
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+    --hash=sha256:a9956e4d4f4a301ebf6cde39850333a6b6110799d470dbbb1e25326ac447f52a \
+    --hash=sha256:adb2642e060a6549c343603a3851ba76ef0b74cc8c079a9a58121c7ec9fe2350 \
+    --hash=sha256:beeda3d4ae615106d7094f7e7cef6218392e4465cc95d25f900bebabfded0950 \
+    --hash=sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b \
+    --hash=sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086 \
+    --hash=sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444 \
+    --hash=sha256:d2650c1fb97e184d12d8ba010493ee7b322864f7d3d00d3f9bb97d9c21de4068 \
+    --hash=sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff \
+    --hash=sha256:d59c30000a16d8edc7e64152e30220bfbd724c9bbb08368c054e24c651314f0a \
+    --hash=sha256:dbc12c9f3d185f5c737d801da555fb74b3dcfa1a50b66a1a93e09190f41fab50 \
+    --hash=sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696 \
+    --hash=sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21 \
+    --hash=sha256:e30bdeaa5deed6bc27b4cc490823cd0347d7dae09119b8803ae576ea0ce52e4c \
+    --hash=sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484 \
+    --hash=sha256:eee2cfda04c00a857206a4330f0c5e3e56535494e30ca445eb19ec624ae75118 \
+    --hash=sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3 \
+    --hash=sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea \
+    --hash=sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293 \
+    --hash=sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76
+scipy==1.18.0 ; python_version >= "3.12" and python_version < "4" \
+    --hash=sha256:09143f676d157d9f546d663504ef9c1becb819824f1afc018814176411942446 \
+    --hash=sha256:0d13bca67c096d89fb95ced0d8921807300fce0275643aef9533cc63a0773468 \
+    --hash=sha256:18e9575f1569b2c54174e6159d32942e03731177f63dce7975f0a0c88d102f5b \
+    --hash=sha256:1a4441f15d620578772a49e5ab48c0ee1f7a0220e387110283062729136b2553 \
+    --hash=sha256:1ad44305cfa24b1ba5803cbbebf033590ccbac1aa5d612d727b785325ab408b0 \
+    --hash=sha256:1afac4a847207c7ff8efd321734a50b06d0280b3b2a2c0fc2f413101747ad7c7 \
+    --hash=sha256:1f55797419e16e7f30cf88ffb3113ce0467f00cfe3f70d5c281730b21769bfc2 \
+    --hash=sha256:265915e79107de9f946b855e50d7470d5893ec3f54b342e1aa6201cbdcd8bb6b \
+    --hash=sha256:2d8bbdc6c817f5b4006a54d799d4f5bab6f910193cbb9a1ff310833d4d270f61 \
+    --hash=sha256:2ef3abc54a4ffc53765374b0d5728532dfdd2585ed23f6b11c206a1f0b1b9af8 \
+    --hash=sha256:368e0a705903c466aa5f08eefb39e6b1b6b2d659e7352a31fd9e2438365be0f8 \
+    --hash=sha256:3f1ac564d3bf6c03d861d2cd87a1bea0da2887136f7fb1bf519c05a8971452d6 \
+    --hash=sha256:40395a5fcd1abee49a5c7aaa98c29db393eedc835138560a588c47ec16156690 \
+    --hash=sha256:4a55985d54c769c872e64b7f4c8a81cc30ef700cc04296abbbf3705439c126de \
+    --hash=sha256:4c256ee70c0d1a8a2ace807e199ccd4e3f57037433842abb3fb36bc17eaa9578 \
+    --hash=sha256:52a96e21517c7292375c0e27dd796a811f03fcea5fd4d108fdfea8145dcf17ab \
+    --hash=sha256:56abf29a7c067dde59be8b9a22d606a4ea1b2f2a4b756d9d903c62818f5dacce \
+    --hash=sha256:5aba46108853ddfc77906b6557aac839d2b52e900c1d72a1180adaaab58d265f \
+    --hash=sha256:5efe260f69417b97ddae455bfb5a95e8359f7f66ad7fa9522a60feb66f169520 \
+    --hash=sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378 \
+    --hash=sha256:68363b7eaacd8b5dd426df56d782cc156468ac79a127a1b87ca597d6e2e82197 \
+    --hash=sha256:6aa94e78ec192a30063a5e72e561c28af769dc311190b24fe91774eff1969709 \
+    --hash=sha256:71ccc8faa2dd16ac310233203474a8b5cb67f10dedd54a3116d34943f4b19132 \
+    --hash=sha256:7a7f3b01647384dbc3a711e8c6778e0aabbe93959249fef5c7393396bcac0867 \
+    --hash=sha256:7bd21faaf5a1a3b2eff922d02db5f191b99a6518db9078a8fb23169f6d22259a \
+    --hash=sha256:7c7a51b33ce387193c97f228320cf8e87361daa1bba750638677729598b3e677 \
+    --hash=sha256:84031d7b052a54fae2f8632e0ec802073d385476eb9a63079bce6e23ef9283d4 \
+    --hash=sha256:8ca01e8ae69f1b18e9a58d91afead31be3cef0dd905a10249dac559ee15460a0 \
+    --hash=sha256:945c1761b93f38d7f99ae81ae80c63e621471608c7eeead563f6df025585cd58 \
+    --hash=sha256:97b6cddaaee0a779ef6b5ca83c9604b27cc16b2b8fc22c142652df8793319fb8 \
+    --hash=sha256:9aac6192fac56bf2ca534389d24623f07b39ff83317d58287285e7fbd622ff76 \
+    --hash=sha256:9ab7b758be6940954a713ee466e2043e9f6e2ed965c1fce5c91039f4be3d90a9 \
+    --hash=sha256:a46f9273dbd0eb1cefba61c9b8648b4dfe3cbc14a080176f9a73e44b8336dc7f \
+    --hash=sha256:ad033410e2e0672ffdc1042110cef20e1c46f8fd0616cee1d44d8d58fad8fc11 \
+    --hash=sha256:b6f758e35f12757b5d95c00bc6de2438e229c2664b7a92e96f205959d9f2dfa4 \
+    --hash=sha256:c5557d8be5da8e41353fcd4d21491fdbab83b062fc579e94dc09a7c8ab4f669b \
+    --hash=sha256:c5dbddf60e58c2312316d097271a8e73d40eaf2eabfa4d95ed7d3695bbf2ce7b \
+    --hash=sha256:d88363fd9d8fbd3511bd273f1a49efb2a540773ddf92a91d57498ce7dd7f3e76 \
+    --hash=sha256:e40baea28ae7f5475c779741e2d90b1247c78531207b49c7030e698ff81cee3f \
+    --hash=sha256:f2a6af57bd9e4a75d70e4117e78a1bbee84f79ae3fbb6d0111005d6ebcc4cb8d \
+    --hash=sha256:f351e0dd702687d12a402b867a1b4146a256923e1c38317cbc472f6372b94707
 six==1.17.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-stack-data==0.6.3 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
-    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
 threadpoolctl==3.6.0 ; python_version >= "3.10" and python_version < "4" \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \
     --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e
-tomli==2.2.1 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6 \
-    --hash=sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd \
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-    --hash=sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b \
-    --hash=sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8 \
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-    --hash=sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4 \
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-    --hash=sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e \
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-    --hash=sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2 \
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-    --hash=sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106 \
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-    --hash=sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7
-tomlkit==0.13.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde \
-    --hash=sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79
-traitlets==5.14.3 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7 \
-    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-typing-extensions==4.13.1 ; python_version >= "3.10" and python_version < "3.13" \
-    --hash=sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69 \
-    --hash=sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff
-tzdata==2025.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
-virtualenv==20.36.1 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f \
-    --hash=sha256:8befb5c81842c641f8ee658481e42641c68b5eab3521d8e092d18320902466ba
-wcwidth==0.2.13 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859 \
-    --hash=sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5
-xmltodict==0.14.2 ; python_version >= "3.10" and python_version < "4" \
-    --hash=sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553 \
-    --hash=sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac
-zipp==3.21.0 ; python_version >= "3.10" and python_full_version < "3.10.2" \
-    --hash=sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4 \
-    --hash=sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931
+tomli==2.4.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853 \
+    --hash=sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe \
+    --hash=sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5 \
+    --hash=sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d \
+    --hash=sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd \
+    --hash=sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26 \
+    --hash=sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54 \
+    --hash=sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6 \
+    --hash=sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c \
+    --hash=sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a \
+    --hash=sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd \
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+    --hash=sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257 \
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+    --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
+    --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
+tomlkit==0.15.1 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:177a05aece5a8ca5266fd3c448abb47b8d352f09d477d3ca8332db4d89b24304 \
+    --hash=sha256:e25bbf38843005246210a12982776f27f99cb9be67160e14434d0c0d21ee1e97
+typing-extensions==4.16.0 ; python_version >= "3.10" and python_version <= "3.12" \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
+    --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
+tzdata==2026.3 ; python_version >= "3.10" and python_version < "4" and (sys_platform == "win32" or sys_platform == "emscripten") or python_version == "3.10" \
+    --hash=sha256:4a1518b8993086a7982523e071643f3c0e5f213e75b21318e78bcabfff9d1415 \
+    --hash=sha256:dc096730c87af6cab1b171c9d532be840741ff5d459015e7f6947bd7d7e54931
+virtualenv==21.7.4 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:376ec93cd6aab3044fa395d7db226db38043b7b5748948044b2a87168525e843 \
+    --hash=sha256:c9d960c95fa458171e58222a5ccab7465298e4b6559977865e627c4719f1e825
+wrapt==2.3.0 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:0a45ffae742ce91a16e11cb6c7cd71e7f9994f3cbd283b962ab093f5c6dcf525 \
+    --hash=sha256:0bb2797048db0956348cb3058c33bc4184614f13231389cfbccc16a5d32780a7 \
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+    --hash=sha256:85de890ff968196e92dd1ae73a9fb8970495e7650a457b1c9ef0ac3dd550bce2 \
+    --hash=sha256:8f8a1c6472675956cece9a8f403f43c3594f1681319eed2dd56f60877397c636 \
+    --hash=sha256:9045917809c63fdf7abe3a2ceaed3d670b8ee4500ddd9291192d30aeb34467c5 \
+    --hash=sha256:932dced0a7b2950ed58a3325536a1dcb7b58e7330af54e8552d2e566b5328b99 \
+    --hash=sha256:93513bec052c6cd987f9f580c3df068c8bc4ebae6543736be3ca7ec5959cafcd \
+    --hash=sha256:9790ea25190a4e0fe4cdf4eeb868e9d75f8a024a70a5b6bf9c348a3a2b72e731 \
+    --hash=sha256:9f5d2aec29dfc76c37e23897dee92766a3fd4f3bff3ae7fc9c6b4bf37d8c1360 \
+    --hash=sha256:a65e8db2b4e90c2e7ade931086351c98ef420bf7a94ee08c95ac8a3cbbc43579 \
+    --hash=sha256:a6b5984cd65dd639546f0eb4b8eacf1c31cb2fe9fb5c27bffe240987cdb2cf84 \
+    --hash=sha256:a6e19531ae33c508cea7d84a7edfda01fa86e51b8d1a93a77712c55e6e469152 \
+    --hash=sha256:abc71504669d126d91f89fc0e388c6295d8fbd2439be884f175133fda8aa403c \
+    --hash=sha256:ac870cc97b73bb00ac353329e9559a4bebc47c4c86792ed9b23b58c15b6ad838 \
+    --hash=sha256:ad71df7a04dd3497e9302e81f4a7c91bd401ea0e15a9df9029527900f94bee43 \
+    --hash=sha256:b1e5aa486e269b00ed35e64771c7d0ab8096cfd2643405ca8cd60ebedc099a51 \
+    --hash=sha256:b4fc96b159af0a3e0faa72475a69d66292bea72a5bed1e1aca1bffbddc3cb2b0 \
+    --hash=sha256:b767a9566f165dd14decf8f4194c6bb0ce3a8420cec213824e05a99400c9260a \
+    --hash=sha256:bff9a671bc00709cab5a7f745c592b5671873449db0ee2a569af994f16b29a4d \
+    --hash=sha256:c3b476ae63b4a3b4da681aafcb25ff3542d289fbda8b5da7caf76aaffafafdbb \
+    --hash=sha256:c4bded758ad6f03b965830944a2f0bc5b2eb3767fe5a7310134315d1a6610e98 \
+    --hash=sha256:c8388ba7faf5dbf9ee106bb70d66f257629b1bd98091123e19e8a4553a319199 \
+    --hash=sha256:c8858d8ff9822a081e3cc49ae1b3b22f0f789c14001cdac8f94564010d9c9d66 \
+    --hash=sha256:c88abcf53daef80e01a75c7530e727fa6e2c1888fe83e3dcdba4c96216a1f5c7 \
+    --hash=sha256:cc2cea812e5cb179a796b766747e7d3b21088760d8deb95676d482b8c8e6fa7d \
+    --hash=sha256:cd3a2edf0427013736b8127955cec62608c56e53ea47e82812ea32059cda407f \
+    --hash=sha256:cdc021cb0b62471d6aac7f2bd92f3b4658073775f9ee7fcd325c511129e7bcc8 \
+    --hash=sha256:ce9f398f868d2b3b27aa2ea4de79645ef9077aeeac8dfc2814b0d542c6a2b87f \
+    --hash=sha256:d0077f3d65541925fa83002f967b22ad6550d24813ac64cb905f717194128d9c \
+    --hash=sha256:d0f7284f88f4833705132d06d3b425a43095c2cbd07c58166aac3ab646ba12a4 \
+    --hash=sha256:d2cc64539da63e39ffb9c7ede849b6e8ddaaf7b3876b5cfb04efd85a5f3f4eb6 \
+    --hash=sha256:d8c7ed08477429752b8c44991f40ad7838b18332a160698740a6bfbc10d998a2 \
+    --hash=sha256:df4ce31150bcd5d9f36f816aac3010ab4f4bf8672ac1d3b0ac7d539ec61c7c02 \
+    --hash=sha256:e045ff75d7d94900fc32896ed93c45ce2d2cac28c9dead582ff9a5a49d446e35 \
+    --hash=sha256:e2e692bc0d63f881cf7006730a56bd4e0c2fab5dc318466942805d692b166276 \
+    --hash=sha256:e31734c5077f29f892b2565eee5106d610278151ad49fc6a9d69a647cd5730e2 \
+    --hash=sha256:e3b9eaa742ae7a0aaaaad4ca4b69469d757af2d6e6663ef1dadc47adec0aeb41 \
+    --hash=sha256:e3f3d7ec0a51fbfe00d3aef047641ff2c58b25565b4717fc1f90e050be01cba8 \
+    --hash=sha256:e5301c35cf75655eb33498f2bd6ae8703ca19940e3167dc9cdf740c712a39c60 \
+    --hash=sha256:ea52a0d0f08c584943d5764be0e84efa912c8da23c23e1e285ff2f5641c18fcc \
+    --hash=sha256:ed635a9ca4f3a5a2b900c10c69e823373bc00ebc114b459383596d3487da3570 \
+    --hash=sha256:fb8e2e6704a1e0b1b989546c69e2688371ef4a07fa5f61bde3eb6211186f5ac1 \
+    --hash=sha256:fc648a335d7e01adb3640b25f02fd0ea05886cf04d0af7f4ee902bc7b5e466e8 \
+    --hash=sha256:fc82c2ccc8e234c844f5303d9f2984b346dcdd53e94823ce8420d2c75b4b9023 \
+    --hash=sha256:fd1f2f557dd3491fe75905e578f4db967393d40d1a8f468edc4d40ac7f2d5944 \
+    --hash=sha256:fd85b0aa88efdb189d6ae2f35f4526943a8f091c38599c9c31478241c819e6a1
+xmltodict==1.0.4 ; python_version >= "3.10" and python_version < "4" \
+    --hash=sha256:6d94c9f834dd9e44514162799d344d815a3a4faec913717a9ecbfa5be1bb8e61 \
+    --hash=sha256:a4a00d300b0e1c59fc2bfccb53d7b2e88c32f200df138a0dd2229f842497026a
+zipp==4.1.0 ; python_version == "3.10" and python_full_version < "3.10.2" \
+    --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
+    --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602

From f376951b9cf6e6d63b69c564a3d7a14bd51d9d9c Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:28:28 +0200
Subject: [PATCH 5/8] Added Python 3.14 classifier

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index ec9542ba..d4d96fa5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,6 +45,7 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13"
+    "Programming Language :: Python :: 3.14"
 ]
 
 # ATTENTION: if anything is changed here, run `poetry update`

From 2f8155fb558662ad2ea38ad187ebd483ce3bb770 Mon Sep 17 00:00:00 2001
From: fjwillemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 01:30:29 +0200
Subject: [PATCH 6/8] Added Python 3.14 classifier

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d4d96fa5..6977f175 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
-    "Programming Language :: Python :: 3.13"
+    "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14"
 ]
 

From 46618872a931facd3776d069acfb5dff5108d261 Mon Sep 17 00:00:00 2001
From: Floris-Jan Willemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 03:15:25 +0200
Subject: [PATCH 7/8] Improved context for tests

---
 test/context.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/test/context.py b/test/context.py
index d007565f..fc8b44b9 100644
--- a/test/context.py
+++ b/test/context.py
@@ -93,8 +93,7 @@
     pymoo_present = False
 
 try:
-    if importlib.util.find_spec("juliacall") is not None:
-        julia_present = True
+    julia_present = importlib.util.find_spec("juliacall") is not None
 except ImportError:
     julia_present = False
 

From f13e16562ed7d8c5fd8f33226ab16555a2eceb86 Mon Sep 17 00:00:00 2001
From: Floris-Jan Willemsen <fjwillemsen@icloud.com>
Date: Fri, 21 Aug 2026 03:17:22 +0200
Subject: [PATCH 8/8] Redefined JuliaError

---
 kernel_tuner/backends/julia.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/kernel_tuner/backends/julia.py b/kernel_tuner/backends/julia.py
index 0b578ca9..c0ec8c24 100644
--- a/kernel_tuner/backends/julia.py
+++ b/kernel_tuner/backends/julia.py
@@ -26,6 +26,7 @@
 
 
 jl = None
+JuliaError = None
 
 
 @dataclass(frozen=True)
@@ -47,8 +48,9 @@ def __init__(self, device=0, iterations=7, compiler_options=None, observers=None
         try:
             from juliacall import JuliaError
             from juliacall import Main as jl
-            global jl
+            global jl, JuliaError
             jl = jl
+            JuliaError = JuliaError
         except ImportError:
             jl = None
         if jl is None: