#!/usr/bin/env python3
"""
Beautiful EDA Standards Enhancement Plan for edaflow
=====================================================

This document outlines which EDA functions can be enhanced with beautiful Rich console styling
similar to the check_null_columns improvements we just implemented.

CURRENT STATUS: ✅ check_null_columns - COMPLETED with beautiful styling

FUNCTIONS TO ENHANCE:
"""

# Functions that currently use Rich console but need styling improvements:

FUNCTIONS_FOR_ENHANCEMENT = {
    1: {
        'name': 'analyze_categorical_columns',
        'line': 244,
        'current_console': 'Console()',
        'current_panels': 'Various Panel displays',
        'improvements_needed': [
            'Console width constraint for Colab',
            'Consistent box styling (ROUNDED)',
            'Width=80 and padding constraints',
            'Better color scheme consistency'
        ],
        'priority': 'HIGH - Core EDA function'
    },
    
    2: {
        'name': 'convert_to_numeric', 
        'line': 503,
        'current_console': 'Console()',
        'current_panels': 'Conversion summary Panel with ROUNDED box already',
        'improvements_needed': [
            'Console width constraint optimization',
            'Ensure all Panels use consistent styling',
            'Progress bar styling improvements'
        ],
        'priority': 'MEDIUM - Some styling already good'
    },
    
    3: {
        'name': 'display_column_types',
        'line': 866, 
        'current_console': 'Console()',
        'current_panels': 'Panel with SIMPLE box, inconsistent styling',
        'improvements_needed': [
            'Upgrade from box.SIMPLE to box.ROUNDED',
            'Add width constraints',
            'Console width optimization',
            'Better color consistency'
        ],
        'priority': 'HIGH - Core display function'
    },
    
    4: {
        'name': 'impute_numerical_median',
        'line': 1143,
        'current_console': 'Console()',
        'current_panels': 'Warning panels, summary displays',
        'improvements_needed': [
            'Console width constraint',
            'Panel styling consistency',
            'Better visual hierarchy'
        ],
        'priority': 'MEDIUM - Data cleaning function'
    },
    
    5: {
        'name': 'summarize_eda_insights',
        'line': 6812,
        'current_console': 'Console()',
        'current_panels': 'Multiple Panel displays for comprehensive insights',
        'improvements_needed': [
            'This is the BIG ONE - comprehensive insights display',
            'Console width optimization for Colab',
            'Consistent Panel styling across all sections',
            'Beautiful visual hierarchy',
            'Color scheme consistency'
        ],
        'priority': 'CRITICAL - Main insights function'
    }
}

STYLING_STANDARDS = {
    'console_init': 'Console(width=80, force_terminal=True)',
    'panel_box': 'box.ROUNDED',
    'panel_width': 'width=80',  
    'panel_padding': 'padding=(0, 1)',
    'color_scheme': {
        'success': 'bold green',
        'warning': 'bold yellow', 
        'critical': 'bold red',
        'info': 'bold blue',
        'header': 'bold magenta'
    }
}

ENHANCEMENT_ORDER = [
    '1. summarize_eda_insights - CRITICAL comprehensive function',
    '2. analyze_categorical_columns - HIGH priority core EDA',  
    '3. display_column_types - HIGH priority display function',
    '4. convert_to_numeric - MEDIUM but widely used',
    '5. impute_numerical_median - MEDIUM data cleaning'
]

print("🎨 Beautiful EDA Standards Enhancement Plan")
print("=" * 50)
print("\nFunctions identified for styling improvements:")
for i, func in FUNCTIONS_FOR_ENHANCEMENT.items():
    print(f"\n{i}. {func['name']} (Line {func['line']})")
    print(f"   Priority: {func['priority']}")
    print(f"   Current: {func['current_console']}")
    
print(f"\n📋 {len(FUNCTIONS_FOR_ENHANCEMENT)} functions ready for beautiful enhancement!")
