init v1.8.0

Author: hbaniecki

.github/workflows/Python-check.yaml

@@ -27,7 +27,7 @@ jobs:
     strategy:
       matrix:
         platform: [ubuntu-latest, macos-latest] # windows-latest
-        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
 
     steps:
     - uses: actions/checkout@v4

python/dalex/NEWS.md

@@ -1,8 +1,10 @@
 ## Changelog
 
-### development
+### v1.8.0 (2026-01-19)
 
-...
+* remove the `pkg_resources` dependency breaking `dalex` ([#579](https://github.com/ModelOriented/DALEX/issues/579))
+* increase the dependency to `python>=3.9` and add `python==3.13` to CI
+* increase the `plotly` dependency to `>=6.0.0` and fix compatibility issues with the new version, e.g. `titlefont` is now `title_font` ([#573](https://github.com/ModelOriented/DALEX/issues/573))
 
 ### v1.7.2 (2025-02-12)
 

python/dalex/dalex/__init__.py

@@ -9,7 +9,7 @@
 from .aspect import Aspect
 
 
-__version__ = '1.7.2.9000'
+__version__ = '1.8.0'
 
 __all__ = [
   "Arena",

python/dalex/dalex/_explainer/helper.py

@@ -13,5 +13,5 @@ def is_y_in_data(data, y):
 
 
 def get_model_info(model):
-    model_package = re.search("(?<=<class ').*?(?=\.)", str(type(model)))[0]
+    model_package = re.search(r"(?<=<class ').*?(?=\.)", str(type(model)))[0]
     return {'model_package': model_package}

python/dalex/dalex/_global_checks.py

@@ -1,5 +1,6 @@
-import pkg_resources
 from importlib import import_module
+from importlib.metadata import version, PackageNotFoundError
+from packaging.version import parse
 from re import search
 
 # WARNING: below code is parsed by setup.py
@@ -41,13 +42,13 @@ def global_check_import(name=None, functionality=None):
             else:
                 import_module(name)
 
-            installed_version = pkg_resources.parse_version(pkg_resources.get_distribution(name).version)
-            needed_version = pkg_resources.parse_version(OPTIONAL_DEPENDENCIES[name])
+            installed_version = parse(version(name))
+            needed_version = parse(OPTIONAL_DEPENDENCIES[name])
             if installed_version < needed_version:
                 raise ImportWarning("Outdated version of optional dependency '" + name + "'. " +
                                     ("Update '" + name + "' for " + functionality + ". ") if functionality else "" +
                                     "Use pip or conda to update '" + name + "' to avoid potential errors.")
-        except ImportError:
+        except (ImportError, PackageNotFoundError):
             raise ImportError("Missing optional dependency '" + name + "'. " +
                               ("Install '" + name + "' for " + functionality + ". ") if functionality else "" +
                               "Use pip or conda to install '" + name + "'.")

python/dalex/dalex/fairness/_group_fairness/utils.py

@@ -194,7 +194,7 @@ def _fairness_theme(title):
             'template': 'plotly_white',
             'title_x': 0.5,
             'title_y': 0.99,
-            'titlefont': {'size': 25},
+            'title_font': {'size': 25},
             'font': {'color': "#371ea3"},
             'margin': {'t': 78, 'b': 71, 'r': 30}}
 

python/dalex/setup.py

@@ -1,53 +1,53 @@
-import codecs
 import os
+import ast
 
 
 this_directory = os.path.abspath(os.path.dirname(__file__))
-with open(os.path.join(this_directory, 'README.md'), encoding='utf-8') as f:
-    readme = f.read()
-
-with open(os.path.join(this_directory, 'NEWS.md'), encoding='utf-8')as f:
-    news = f.read()
-
 
 # https://packaging.python.org/guides/single-sourcing-package-version/
 def read(rel_path):
-    with codecs.open(os.path.join(this_directory, rel_path), 'r') as fp:
+    """Read a file relative to the setup.py location."""
+    with open(os.path.join(this_directory, rel_path), encoding='utf-8') as fp:
         return fp.read()
 
+readme = read('README.md')
+news = read('NEWS.md')
 
 def get_version(rel_path):
+    """Extract __version__ from a file without importing it."""
     for line in read(rel_path).splitlines():
         if line.startswith('__version__'):
             delimiter = '"' if '"' in line else "'"
             return line.split(delimiter)[1]
 
-
 def get_optional_dependencies(rel_path):
+    """Parse OPTIONAL_DEPENDENCIES dict from a python file securely."""
     # read _global_checks.py and construct a list of optional dependencies
     flag = False
     to_parse = "{"
 
     for line in read(rel_path).splitlines():
         if flag:
-            if line == "}":  # end
+            if line == "}":  # end of dict
                 to_parse += line
                 break
             to_parse += line.strip()
-        if line.startswith('OPTIONAL_DEPENDENCIES'):  # start
+        if line.startswith('OPTIONAL_DEPENDENCIES'):  # start of dict
             flag = True
 
-    od_dict = eval(to_parse)
-    od_list = [k + ">=" + v for k, v in od_dict.items()]
-    del od_list[0]  # remove artificial dependency used in test_global.py
+    # Use ast.literal_eval instead of eval for safety
+    od_dict = ast.literal_eval(to_parse)
+    od_list = [f"{k}>={v}" for k, v in od_dict.items()]
+    # remove artificial dependency used in test_global.py
+    if 'dalex' in od_list:
+        del od_list['dalex']
     return od_list
 
-
 def run_setup():
     # fixes warning https://github.com/pypa/setuptools/issues/2230
     from setuptools import setup, find_packages
 
-    extras_require = get_optional_dependencies("dalex/_global_checks.py")
+    full_dependencies = get_optional_dependencies("dalex/_global_checks.py")
 
     setup(
         name="dalex",
@@ -57,7 +57,7 @@ def run_setup():
         author_email="przemyslaw.biecek@gmail.com",
         version=get_version("dalex/__init__.py"),
         description="Responsible Machine Learning in Python",
-        long_description=u"\n\n".join([readme, news]),
+        long_description="\n\n".join([readme, news]),
         long_description_content_type="text/markdown",
         url="https://dalex.drwhy.ai/",
         project_urls={
@@ -70,26 +70,27 @@ def run_setup():
             "Topic :: Scientific/Engineering",
             "Topic :: Scientific/Engineering :: Artificial Intelligence",
             "Programming Language :: Python :: 3",
-            "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
             "Programming Language :: Python :: 3.10",
             "Programming Language :: Python :: 3.11",
             "Programming Language :: Python :: 3.12",
+            "Programming Language :: Python :: 3.13",
             "License :: OSI Approved",
             "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
             "Operating System :: OS Independent",
         ],
         install_requires=[
             'setuptools',
+            'packaging',
             'pandas>=1.5.3',
             'numpy>=1.23.3',
             'scipy>=1.6.3',
-            'plotly>=5.1.0,<6.0.0',
+            'plotly>=6.0.0',
             'tqdm>=4.61.2',
         ],
-        extras_require={'full': extras_require},
+        extras_require={'full': full_dependencies},
         packages=find_packages(include=["dalex", "dalex.*"]),
-        python_requires='>=3.8',
+        python_requires='>=3.9',
         include_package_data=True
     )
 

tox.ini

@@ -1,17 +1,17 @@
 [tox]
-envlist = py{38,39,310,311,312}
+envlist = py{39,310,311,312,313}
 toxworkdir={toxinidir}/python/dalex/.tox
 temp_dir={toxinidir}/python/dalex/.tmp
 setupdir={toxinidir}/python/dalex/
 skip_missing_interpreters=true
 
 [gh-actions]
 python =
-    3.8: py38
     3.9: py39
     3.10: py310
     3.11: py311
     3.12: py312
+    3.13: py313
 
 [testenv]
 changedir = {toxinidir}/python/dalex/test
@@ -28,5 +28,4 @@ deps =
     ipython
     ipywidgets
     ppscore
-    kaleido
-    numpy<=1.26.4
+    kaleido