Tag Archive for 'paired comparision'

This is a simple paired comparison analysis to compare a list of items amongst themselves to find a ranking for decision making.

#!/usr/bin/env python3
#######################################################
# Paired Comparison Analysis
# webmaster@memorymatrix.cloud
# 25.26.12.2053
#######################################################

import sys
import logging


def create_lists(list_a=None, list_b=None):
    """
    Create two lists of items from user input

    Args:
        list_a (list): Initial items for List A (optional)
        list_b (list): Initial items for List B (optional)

    Returns:
        tuple: Two lists (A and B), populated with items

    Raises:
        TypeError: If invalid items are provided
    """
    try:
        if list_a is None:
            list_a = []
        if list_b is None:
            list_b = []

        # Populate List A if not provided
        while True:
            item = input("Enter an item for List A (press Enter to stop): ")
            if not item:
                break
            list_a.append(str(item))

        # Copy List A to List B
        list_b = list(list_a)

        logging.info("Lists created successfully")
        return list_a, list_b

    except KeyboardInterrupt:
        print("\nUser interrupted input")
        sys.exit(1)
    except Exception as e:
        logging.error(f"Error creating lists: {str(e)}")
        raise


def count_preferences(comparison_results):
    """
    Count how many times each item was preferred

    Args:
        comparison_results (list): List of tuples from compare_items()

    Returns:
        dict: Dictionary mapping items to their preference counts

    Raises:
        ValueError: If invalid results are provided
    """
    try:
        if not comparison_results:
            raise ValueError("No comparison results provided")

        # Initialize count dictionary
        counts = {}

        for result in comparison_results:
            preferred_item = result[2]
            if preferred_item == 1:
                counts[result[0]] = counts.get(result[0], 0) + 1
            elif preferred_item == 2:
                counts[result[1]] = counts.get(result[1], 0) + 1

        return counts

    except Exception as e:
        logging.error(f"Error counting preferences: {str(e)}")
        raise

def compare_items(list_a, list_b):
    """
    Compare unique pairs of items between two lists and store preferences

    Args:
        list_a (list): First list of items
        list_b (list): Second list of items

    Returns:
        list: Results of comparisons

    Raises:
        ValueError: If lists are empty or mismatched
    """
    try:
        if not list_a or not list_b:
            raise ValueError("Both lists must contain items")

        results = []


        # Generate unique pairs (a, b) where a is from A and b is from B
        # Skip comparisons where items are the same or already compared in reverse order
        for item_a in list_a:
            for item_b in list_b:
                # Skip self-comparisons and reverse comparisons
                if item_a == item_b or item_a > item_b:  # Using '>' to sort alphabetically
                    continue

                try:
                    preference = input(f"Compare {item_a} vs {item_b}: "
                                       f"Enter 1 if you prefer {item_a}, "
                                       f"2 if you prefer {item_b}: ")

                    if not preference.isdigit():
                        print("Invalid input. Please enter 1 or 2.")
                        continue

                    results.append((item_a, item_b, int(preference)))

                except KeyboardInterrupt:
                    print("\nUser interrupted comparison")
                    return results  # Return what we have so far

    except Exception as e:
        logging.error(f"Error during comparison: {str(e)}")
        raise
    return results

if __name__ == "__main__":
    """
    Main program entry point with command line arguments
    """
    try:
        # Configure logging
        logging.basicConfig(
            level=logging.INFO,
            format='%(asctime)s - %(levelname)s - %(message)s',
            handlers=[logging.StreamHandler()]
        )

        # Get items from command line or user input
        if len(sys.argv) >= 2:
            list_a = [str(sys.argv[1]), str(sys.argv[2])]
        else:
            print("No command line arguments provided.")
            first_item = input("Enter the first item for List A: ")
            list_a = [first_item]

        list_b, _ = create_lists(list_a=list_a)

        results = compare_items(list_a, list_b)

        # Get preference counts
        preferences = count_preferences(results)

        print("\nComparison Results:")
        for res in results:
            print(f"Comparing {res[0]} vs {res[1]} - Preferred: {res[2]}")

        print("\nPreference Counts:")
        for item, count in preferences.items():
            print(f"{item} was preferred {count} times")

    except IndexError:
        # Handle cases where lists are too short
        print("Error: Not enough items provided. At least two items required")
        sys.exit(1)
    except KeyboardInterrupt:
        print("\nProgram interrupted by user")
        sys.exit(0)


# Unit Tests
# to run this, go the source directory venv/bin folder, and use source ./activate
# then python3 -m pytest script-name.py
def test_create_lists():
    """
    Test create_lists function with different scenarios
    """
    from unittest.mock import patch

    @patch('builtins.input')
    def test_default_case(mock_input):
        mock_input.side_effect = ['apple', 'banana', '', 'berry']
        list_a, list_b = create_lists()
        assert len(list_a) == 3
        assert list_b == list_a

    @patch('builtins.input')
    def test_single_item(mock_input):
        mock_input.side_effect = ['test', '']
        list_a, list_b = create_lists()
        assert len(list_a) == 1
        assert list_b == list_a


def test_compare_items():
    """
    Test compare_items function with various scenarios
    """


def test_count_preferences():
    """
    Test count_preferences function with various scenarios
    """
    from unittest.mock import patch

    @patch('builtins.input')
    def test_valid_comparison(mock_input):
        mock_input.side_effect = ['1', '2']
        results = compare_items(['a'], ['a', 'b'])
        assert len(results) == 1

    @patch('builtins.input')
    def test_invalid_input(mock_input):
        mock_input.side_effect = ['3', '1']
        results = compare_items(['a'], ['a', 'b'])
        assert len(results) == 1

    def test_count_preferences():
        """
        Test count_preferences function with various scenarios
        """
        from unittest.mock import patch

        @patch('builtins.input')
        def test_valid_comparison(mock_input):
            mock_input.side_effect = ['1', '2']
            results = compare_items(['a'], ['a', 'b'])
            preferences = count_preferences(results)
            assert len(preferences) == 1
            assert preferences.get('a', 0) == 1

        @patch('builtins.input')
        def test_multiple_comparisons(mock_input):
            mock_input.side_effect = ['2', '1']
            list_a = ['apple', 'orange']
            list_b = ['pear', 'tomato']
            results = compare_items(list_a, list_b)
            preferences = count_preferences(results)
            assert len(preferences) == 2
            assert preferences.get('pear', 0) == 1
            assert preferences.get('apple', 0) == 1