warning fix; pandas>=2

.github/workflows/main.yml

@@ -8,30 +8,35 @@ jobs:
     strategy:
       max-parallel: 1
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11"]
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
+
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip wheel setuptools
-        pip install flake8 pytest
+        python -m pip install --upgrade pip
+        pip install build flake8 pytest
         if [ -f requirements.dev.txt ]; then pip install -r requirements.dev.txt; fi
+
     - name: Lint with flake8
       run: |
         # stop the build if there are Python syntax errors or undefined names
         flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
     - name: Test with pytest
       run: |
         python -m pytest
+
     - name: Build python package
       run: |
-        python setup.py sdist bdist_wheel
+        python -m build
+
     - name: Deploy to PyPI
       if: success() && startsWith(github.ref, 'refs/tags') && matrix.python-version == '3.10'
       uses: pypa/gh-action-pypi-publish@master

.readthedocs.yml

@@ -24,5 +24,5 @@ build:
 
 # Optionally set the version of Python and requirements required to build your docs
 python:
-   install:
-     - requirements: requirements.dev.txt
+  install:
+    - requirements: requirements.dev.txt

README.md

@@ -107,7 +107,7 @@ sd.generate_report(
 
 ## 🛠 Installation
 
-Eurybia is intended to work with Python versions 3.8 to 3.10. Installation can be done with pip:
+Eurybia is intended to work with Python versions 3.9 to 3.11. Installation can be done with pip:
 
 ```
 pip install eurybia

eurybia/core/smartplotter.py

@@ -145,7 +145,7 @@ def generate_fig_univariate_continuous(
         -------
         plotly.graph_objs._figure.Figure
         """
-        df_all.loc[:, col].fillna(0, inplace=True)
+        df_all[col] = df_all[col].fillna(0)
         datasets = [df_all[df_all[hue] == val][col].values.tolist() for val in df_all[hue].unique()]
         group_labels = [str(val) for val in df_all[hue].unique()]
         colors = list(self._style_dict["univariate_cont_bar"].values())

pyproject.toml

@@ -12,18 +12,18 @@ authors = [
 ]
 description = "Eurybia monitor model drift over time and securize model deployment with data validation"
 readme = "README.md"
-requires-python = ">=3.8"
+requires-python = ">=3.9"
 license = {text = "Apache Software License 2.0"}
 classifiers = [
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
     "License :: OSI Approved :: Apache Software License",
     "Operating System :: OS Independent",
 ]
 dependencies = [
-    "pandas",
+    "pandas>=2",
     "catboost>=1.0.1",
     "panel>=1.4.1",
     "ipywidgets>=7.4.2",

requirements.dev.txt

@@ -3,7 +3,7 @@ catboost>=1.0.1
 category-encoders>=2.6.0
 lightgbm>=2.3.1
 numpy>=1.18.0
-pandas
+pandas>=2
 plotly>=4.12.0
 shapash>=2.0.0
 Sphinx==4.5.0