paper-dynasty-card-creation/analyze_cardset_rarity.py

import asyncio
from collections import defaultdict
from db_calls import db_get


async def analyze_cardset_rarity(cardset_id: int = 27):
    """Analyze players by franchise and rarity for a given cardset."""

    print(f'Fetching players from cardset {cardset_id}...\n')

    # Fetch all players from the cardset
    p_query = await db_get(
        'players',
        params=[('cardset_id', cardset_id), ('inc_dex', False)]
    )

    if not p_query or p_query['count'] == 0:
        print(f'No players found for cardset {cardset_id}')
        return

    players = p_query['players']
    print(f'Found {len(players)} players\n')

    # First pass: collect all unique rarity names
    all_rarities = set()
    for player in players:
        rarity_obj = player.get('rarity', {})
        if isinstance(rarity_obj, dict):
            rarity_name = rarity_obj.get('name')
            if rarity_name:
                all_rarities.add(rarity_name)

    sorted_rarities = sorted(all_rarities, key=lambda x: (
        {'Common': 0, 'Uncommon': 1, 'Rare': 2, 'Epic': 3, 'Legend': 4,
         'Starter': 0, 'Bench': 1, 'All-Star': 2, 'MVP': 3, 'Hall of Fame': 4}.get(x, 99), x
    ))

    print(f'Found rarities: {sorted_rarities}\n')

    # Group players by franchise and rarity
    franchise_data = defaultdict(lambda: {
        'batters': defaultdict(int),
        'pitchers': defaultdict(int),
        'combined': defaultdict(int)
    })

    for player in players:
        franchise = player.get('franchise', 'Unknown')
        rarity_obj = player.get('rarity', {})

        # Extract rarity name from rarity object
        if isinstance(rarity_obj, dict):
            rarity = rarity_obj.get('name', 'Unknown')
        else:
            rarity = str(rarity_obj) if rarity_obj else 'Unknown'

        # Determine if batter or pitcher based on positions
        positions = []
        for i in range(1, 9):
            pos = player.get(f'pos_{i}')
            if pos:
                positions.append(pos)

        is_pitcher = any(pos in ['SP', 'RP', 'CP'] for pos in positions)

        if is_pitcher:
            franchise_data[franchise]['pitchers'][rarity] += 1
        else:
            franchise_data[franchise]['batters'][rarity] += 1

        franchise_data[franchise]['combined'][rarity] += 1

    # Sort franchises alphabetically
    sorted_franchises = sorted(franchise_data.keys())

    # Print batters
    print('=' * 100)
    print('BATTERS BY FRANCHISE AND RARITY')
    print('=' * 100)

    # Build header dynamically
    header = f'{"Franchise":<20}'
    for rarity in sorted_rarities:
        header += f' {rarity:<12}'
    header += f' {"Total":<10}'
    print(header)
    print('-' * 100)

    batter_totals = defaultdict(int)
    for franchise in sorted_franchises:
        batters = franchise_data[franchise]['batters']
        total = sum(batters.values())

        if total > 0:
            row = f'{franchise:<20}'
            for rarity in sorted_rarities:
                count = batters.get(rarity, 0)
                row += f' {count:<12}'
                batter_totals[rarity] += count
            row += f' {total:<10}'
            batter_totals['Total'] += total
            print(row)

    print('-' * 100)
    total_row = f'{"TOTAL":<20}'
    for rarity in sorted_rarities:
        total_row += f' {batter_totals[rarity]:<12}'
    total_row += f' {batter_totals["Total"]:<10}'
    print(total_row)

    # Print pitchers
    print('\n' + '=' * 100)
    print('PITCHERS BY FRANCHISE AND RARITY')
    print('=' * 100)

    header = f'{"Franchise":<20}'
    for rarity in sorted_rarities:
        header += f' {rarity:<12}'
    header += f' {"Total":<10}'
    print(header)
    print('-' * 100)

    pitcher_totals = defaultdict(int)
    for franchise in sorted_franchises:
        pitchers = franchise_data[franchise]['pitchers']
        total = sum(pitchers.values())

        if total > 0:
            row = f'{franchise:<20}'
            for rarity in sorted_rarities:
                count = pitchers.get(rarity, 0)
                row += f' {count:<12}'
                pitcher_totals[rarity] += count
            row += f' {total:<10}'
            pitcher_totals['Total'] += total
            print(row)

    print('-' * 100)
    total_row = f'{"TOTAL":<20}'
    for rarity in sorted_rarities:
        total_row += f' {pitcher_totals[rarity]:<12}'
    total_row += f' {pitcher_totals["Total"]:<10}'
    print(total_row)

    # Print combined
    print('\n' + '=' * 100)
    print('COMBINED (BATTERS + PITCHERS) BY FRANCHISE AND RARITY')
    print('=' * 100)

    header = f'{"Franchise":<20}'
    for rarity in sorted_rarities:
        header += f' {rarity:<12}'
    header += f' {"Total":<10}'
    print(header)
    print('-' * 100)

    combined_totals = defaultdict(int)
    for franchise in sorted_franchises:
        combined = franchise_data[franchise]['combined']
        total = sum(combined.values())

        row = f'{franchise:<20}'
        for rarity in sorted_rarities:
            count = combined.get(rarity, 0)
            row += f' {count:<12}'
            combined_totals[rarity] += count
        row += f' {total:<10}'
        combined_totals['Total'] += total
        print(row)

    print('-' * 100)
    total_row = f'{"TOTAL":<20}'
    for rarity in sorted_rarities:
        total_row += f' {combined_totals[rarity]:<12}'
    total_row += f' {combined_totals["Total"]:<10}'
    print(total_row)
    print('=' * 100)


if __name__ == '__main__':
    asyncio.run(analyze_cardset_rarity(27))