Complete Data Caching Strategy Implementation (Issue #11) + Phase 4 Advanced Features

CLAUDE.md

@@ -163,4 +163,8 @@ with pad.SDK() as sdk:
 ## CI/CD and Development Workflow
 
 ### GitHub Actions
-- **Always check the GitHub actions every time you push to the remote**
+- **Always check the GitHub actions every time you push to the remote**
+
+## Git Commit Guidelines
+
+- Do not include "Co-Authored-By: Claude <noreply@anthropic.com>" in commits

check_dependencies.py

@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""
+Check dependencies for PAD Analytics Phase 4 features
+"""
+
+import sys
+import subprocess
+
+def check_dependencies():
+    print('🔍 Checking PAD Analytics Phase 4 Dependencies')
+    print('=' * 50)
+
+    # Check if we're in a virtual environment
+    if hasattr(sys, 'real_prefix') or (hasattr(sys, 'base_prefix') and sys.base_prefix != sys.prefix):
+        print('✅ Virtual environment detected')
+        print(f'📁 Python path: {sys.prefix}')
+    else:
+        print('⚠️  No virtual environment detected (using system Python)')
+
+    print(f'🐍 Python version: {sys.version}')
+    print()
+
+    # Required dependencies for Phase 4
+    dependencies = {
+        'Core Dependencies': [
+            ('numpy', 'numpy'),
+            ('pandas', 'pandas'), 
+            ('requests', 'requests'),
+            ('PIL', 'pillow'),
+        ],
+        'Phase 4 Advanced Features': [
+            ('psutil', 'psutil'),        # Performance monitoring
+            ('yaml', 'pyyaml'),          # Configuration management
+        ],
+        'Optional (for full functionality)': [
+            ('tensorflow', 'tensorflow'),    # Neural network models
+            ('cv2', 'opencv-python'),        # OpenCV - Image processing
+            ('nest_asyncio', 'nest-asyncio'),  # Jupyter async support
+        ],
+        'Existing Dependencies': [
+            ('matplotlib', 'matplotlib'),    # Visualization
+            ('ipywidgets', 'ipywidgets'),    # Jupyter widgets
+        ]
+    }
+
+    all_installed = True
+    missing_deps = []
+
+    for category, deps in dependencies.items():
+        print(f'📦 {category}:')
+        for import_name, pip_name in deps:
+            try:
+                if import_name == 'PIL':
+                    import PIL
+                elif import_name == 'yaml':
+                    import yaml
+                elif import_name == 'cv2':
+                    import cv2
+                else:
+                    __import__(import_name)
+                print(f'   ✅ {import_name}')
+            except ImportError:
+                print(f'   ❌ {import_name} - NOT INSTALLED')
+                all_installed = False
+                missing_deps.append(pip_name)
+        print()
+
+    print('📋 Summary:')
+    if all_installed:
+        print('🎉 All dependencies are installed!')
+        print('✅ You can use all Phase 4 advanced features!')
+    else:
+        print(f'⚠️  Missing {len(missing_deps)} dependencies')
+        print('📋 To install missing dependencies:')
+        if missing_deps:
+            print(f'   pip install {" ".join(missing_deps)}')
+
+        # Show what features need what dependencies
+        print()
+        print('📋 What each dependency enables:')
+        feature_map = {
+            'psutil': 'Performance monitoring (CPU, memory tracking)',
+            'pyyaml': 'Configuration management (YAML config files)',
+            'tensorflow': 'Neural network model predictions',
+            'opencv-python': 'Advanced image processing',
+            'nest-asyncio': 'Async support in Jupyter notebooks',
+            'pillow': 'Image loading and processing',
+        }
+
+        for dep in missing_deps:
+            if dep in feature_map:
+                print(f'   • {dep}: {feature_map[dep]}')
+
+    return all_installed, missing_deps
+
+if __name__ == "__main__":
+    check_dependencies()