Bump version to 0.2.7, update Python version constraint, and upgrade …

…dependencies in setup.py; add build dependencies installation in GitHub Actions workflow

.github/workflows/python-publish.yml

@@ -31,6 +31,13 @@ jobs:
             requirements.txt
             requirements-dev.txt
 
+      - name: Install build dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install build twine setuptools wheel
+          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+          if [ -f requirements-dev.txt ]; then pip install -r requirements-dev.txt; fi
+
       - name: Cache build artifacts
         uses: actions/cache@v3
         with:

setup.py

@@ -5,7 +5,7 @@
 
 setup(
     name="advanced-data-processing",
-    version="0.2.6",  # Increment version
+    version="0.2.7",  # Increment version
     author="Vanessa Beck",
     author_email="[email protected]",
     description="An advanced data processing pipeline for machine learning workflows",
@@ -27,12 +27,12 @@
         "Topic :: Scientific/Engineering :: Artificial Intelligence",
         "Topic :: Software Development :: Libraries :: Python Modules",
     ],
-    python_requires='>=3.8',
+    python_requires='>=3.8,<3.13',  # Update Python version constraint
     install_requires=[
-        "pandas>=1.3.0",
-        "dask[complete]>=2022.1.0",
+        "pandas>=1.5.0",
+        "dask[complete]>=2023.1.0",
         "scikit-learn>=1.0.0",
-        "numpy>=1.20.0",
+        "numpy>=1.23.0",
         'beautifulsoup4>=4.11.0',
         'pyyaml>=6.0.0',
         'tenacity>=8.0.0',
@@ -44,9 +44,9 @@
         'requests>=2.28.0',
         'cerberus>=1.3.4',
         'psutil>=5.9.0',
-        'torch>=2.0.0',
-        'optuna>=3.0.0',
-        'mlflow>=2.6.0'
+        'torch>=2.1.0',
+        'optuna>=3.3.0',
+        'mlflow>=2.8.0'
     ],
 )