[python] dalex v1.7.0; remove python 3.7 to fix pandas

closes #558

python/dalex/NEWS.md

@@ -1,29 +1,31 @@
 ## Changelog
 
 
-### v1.6.1 (2024-02-28)
+### v1.7.0 (2024-02-28)
 
-* Added `keras.src.models.sequential.Sequential` to classes with a known `predict_function`; it should fix changes in `keras==3.0.0` and `tensorflow==2.16.0`
-* Turn off `verbose` in the predict method of tensorflow/keras models that [changed](https://stackoverflow.com/a/73244830) in `tensorflow>=2.9.0`
-* Fix an error occuring in `predict_profile()` when a DataFrame has MultiIndex in `pandas>=1.3.0` ([#550](https://github.com/ModelOriented/DALEX/pull/550))
-* Fix gaussian `norm()` calculation in `model_profile()` from `pi*sqrt(2)` to `sqrt(2*pi)`
-* Fix a warning (future error) between `prepare_numerical_categorical()` and `prepare_x()` with `pandas==2.1.0`
-* Fix a warning (future error) concerning the default value of `numeric_only` in `pandas.DataFrame.corr()` in `dalex.aspect.calculate_assoc_matrix()`
+* increase the dependencies to `python>=3.8`, `pandas>=1.5.0`, `numpy>=1.23.3` and add `python==3.11` to CI
+* added `keras.src.models.sequential.Sequential` to classes with a known `predict_function`; it should fix changes in `keras==3.0.0` and `tensorflow==2.16.0`
+* turn off `verbose` in the predict method of tensorflow/keras models that [changed](https://stackoverflow.com/a/73244830) in `tensorflow>=2.9.0`
+* update the warning occurring when specifying `variable_splits` ([#558](https://github.com/ModelOriented/DALEX/pull/558))
+* fix an error occuring in `predict_profile()` when a DataFrame has MultiIndex in `pandas>=1.3.0` ([#550](https://github.com/ModelOriented/DALEX/pull/550))
+* fix gaussian `norm()` calculation in `model_profile()` from `pi*sqrt(2)` to `sqrt(2*pi)`
+* fix a warning (future error) between `prepare_numerical_categorical()` and `prepare_x()` with `pandas==2.1.0`
+* fix a warning (future error) concerning the default value of `numeric_only` in `pandas.DataFrame.corr()` in `dalex.aspect.calculate_assoc_matrix()`
 
 
 ### v1.6.0 (2023-02-16) 
 
-* Add `ZeroDivisionError` to precision and recall functions ([#532](https://github.com/ModelOriented/DALEX/pull/532))
-* Add a warning to `calculate_depend_matrix()` when there is a variable with only one value ([#537](https://github.com/ModelOriented/DALEX/issues/537))
-* Fix missing EDA plots in (Python) Arena ([#544](https://github.com/ModelOriented/DALEX/issues/544))
-* Fix baseline positions in the subplots of the predict parts explanations: BreakDown, Shap ([#545](https://github.com/ModelOriented/DALEX/pull/545))
+* add `ZeroDivisionError` to precision and recall functions ([#532](https://github.com/ModelOriented/DALEX/pull/532))
+* add a warning to `calculate_depend_matrix()` when there is a variable with only one value ([#537](https://github.com/ModelOriented/DALEX/issues/537))
+* fix missing EDA plots in (Python) Arena ([#544](https://github.com/ModelOriented/DALEX/issues/544))
+* fix baseline positions in the subplots of the predict parts explanations: BreakDown, Shap ([#545](https://github.com/ModelOriented/DALEX/pull/545))
 
 
 ### v1.5.0 (2022-09-07)
 
 *This release consists of mostly maintenance updates and, after a year, marks the Beta -> Stable release.*
 
-* increase the dependency from `python>=3.6` to `python>=3.7` (at this moment, both `numpy` and `pandas` depend on `python>=3.8`), and add `python>=3.10` to CI
+* increase the dependency from `python>=3.6` to `python>=3.7` (at this moment, both `numpy` and `pandas` depend on `python>=3.8`), and add `python==3.10` to CI
 * increase the dependencies to `pandas>=1.2.5`, `numpy>=1.20.3` ([#526](https://github.com/ModelOriented/DALEX/issues/526)), `scipy>=1.6.3`, `plotly>=5.1.0`, and `tqdm>=4.61.2` due to errors with `pandas` (see [tqdm/#1199](https://github.com/tqdm/tqdm/issues/1199)) 
 * remove the use of `pd.Series.append()` ([#489](https://github.com/ModelOriented/DALEX/issues/489))
 * remove the use of `np.isnan` causing error in `dalex.fairness` ([#491](https://github.com/ModelOriented/DALEX/issues/491))

python/dalex/dalex/predict_explanations/_ceteris_paribus/checks.py

@@ -13,7 +13,7 @@ def check_variables(variables, explainer, variable_splits):
     variables_ = deepcopy(variables)
     if variable_splits is not None:
         variables_ = variable_splits.keys()
-        warnings.warn("Variables taken from variables_splits")
+        warnings.warn("Parameter `variable_splits` overrides `variables`. Variables taken from `variables_splits.keys()`.")
     elif variables_ is not None and isinstance(variables_, (list, np.ndarray, pd.Series)):
         if not set(variables_).issubset(explainer.data.columns):
             raise ValueError('Invalid variable names')

python/dalex/setup.py

@@ -70,25 +70,25 @@ def run_setup():
             "Topic :: Scientific/Engineering",
             "Topic :: Scientific/Engineering :: Artificial Intelligence",
             "Programming Language :: Python :: 3",
-            "Programming Language :: Python :: 3.7",
             "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
             "Programming Language :: Python :: 3.10",
+            "Programming Language :: Python :: 3.11",
             "License :: OSI Approved",
             "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
             "Operating System :: OS Independent",
         ],
         install_requires=[
             'setuptools',
-            'pandas>=1.2.5',
-            'numpy>=1.20.3',
+            'pandas>=1.5.0',
+            'numpy>=1.23.3',
             'scipy>=1.6.3',
             'plotly>=5.1.0',
             'tqdm>=4.61.2',
         ],
         extras_require={'full': extras_require},
         packages=find_packages(include=["dalex", "dalex.*"]),
-        python_requires='>=3.7',
+        python_requires='>=3.8',
         include_package_data=True
     )
 

tox.ini

@@ -1,16 +1,16 @@
 [tox]
-envlist = py{37,38,39,310}-{linux,macos,windows}
+envlist = py{38,39,310,311}-{linux,macos,windows}
 toxworkdir={toxinidir}/python/dalex/.tox
 temp_dir={toxinidir}/python/dalex/.tmp
 setupdir={toxinidir}/python/dalex/
 skip_missing_interpreters=true
 
 [gh-actions]
 python =
-    3.7: py37
     3.8: py38
     3.9: py39
     3.10: py310
+    3.11: py311
 
 [gh-actions:env]
 PLATFORM =