mtg_python_deckbuilder/setup.py

from __future__ import annotations

import pandas as pd # type: ignore
import requests # type: ignore

staple_lists = ['Colorless', 'White', 'Blue', 'Black']
colorless_staples = [] # type: ignore
white_staples = [] # type: ignore
blue_staples = [] # type: ignore
black_staples = [] # type: ignore  

banned_cards = ['Ancestral Recall', 'Balance', 'Biorhythm', 'Black Lotus',
                'Braids, Cabal Minion', 'Chaos Orb', 'Coalition Victory',
                'Channel', 'Dockside Extortionist', 'Emrakul, the Aeons Torn',
                'Erayo, Soratami Ascendant', 'Falling Star', 'Fastbond',
                'Flash', 'Gifts Ungiven', 'Golos, Tireless Pilgrim',
                'Griselbrand', 'Hullbreacher', 'Iona, Shield of Emeria',
                'Karakas', 'Jeweled Lotus', 'Leovold, Emissary of Trest',
                'Library of Alexandria', 'Limited Resources', 'Lutri, the Spellchaser',
                'Mana Crypt', 'Mox Emerald', 'Mox Jet', 'Mox Pearl', 'Mox Ruby',
                'Mox Sapphire', 'Nadu, Winged Wisdom', 'Panoptic Mirror',
                'Paradox Engine', 'Primeval Titan', 'Prophet of Kruphix',
                'Recurring Nightmare', 'Rofellos, Llanowar Emissary', 'Shahrazad',
                'Sundering Titan', 'Sway of the Stars', 'Sylvan Primordial',
                'Time Vault', 'Time Walk', 'Tinker', 'Tolarian Academy',
                'Trade Secrets', 'Upheaval', 'Yawgmoth\'s Bargain']


def filter_by_color(df, column_name, value, new_csv_name):
    # Filter dataframe
    filtered_df = df[df[column_name] == value]
    """
    Save the filtered dataframe to a new csv file, and narrow down/rearranges the columns it
    keeps to increase readability/trim some extra data.
    Additionally attempts to remove as many duplicates (including cards with reversible prints,
    as well as taking out Arena-only cards.
    """
    filtered_df.sort_values('name')
    filtered_df = filtered_df[filtered_df['layout'].str.contains('reversible_card') == False]
    filtered_df = filtered_df[filtered_df['availability'].str.contains('arena') == False]
    filtered_df.drop_duplicates(subset='name', keep='first', inplace=True)
    columns_to_keep = ['name', 'edhrecRank','colorIdentity', 'colors', 'manaCost', 'manaValue', 'type', 'keywords', 'text', 'power', 'toughness']
    filtered_df = filtered_df[columns_to_keep]
    filtered_df.sort_values(by='name', key=lambda col: col.str.lower(), inplace=True)
    filtered_df.to_csv(new_csv_name, index=False)

def initial_setup():
    # Check if the overall cards.csv file exists
    print('Checking for cards.csv file.\n')
    while True:
        try:
            with open('csv_files/cards.csv', 'r', encoding='utf-8'):
                print('cards.csv exists.')
                break
        except FileNotFoundError:
            # If the cards.csv file does not exist or can't be found, pull it from mtgjson.com
            print('cards.csv not found, downloading from mtgjson')
            url = 'https://mtgjson.com/api/v5/csv/cards.csv'
            r = requests.get(url)
            with open('csv_files/cards.csv', 'wb') as outputfile:
                outputfile.write(r.content)
    df = pd.read_csv('csv_files/cards.csv', low_memory=False)
    df['colorIdentity'] = df['colorIdentity'].fillna('None')

    # Checking for and creating individual color identity sorted csvs
    print('Checking for color identity sorted files.\n')
    
    # Colorless
    print('Checking for colorless_cards.csv.\n')
    while True:
        try:
            with open('csv_files/colorless_cards.csv', 'r', encoding='utf-8'):
                print('colorless_cards.csv exists.\n')
                break
        except FileNotFoundError:
            print('colorless_cards.csv not found, creating it.\n')
            filter_by_color(df, 'colorIdentity', 'None', 'csv_files/colorless_cards.csv')
    print('Checking for mono-color card lists.\n')
    while True:
        print('Checking for white_cards.csv.')
        while True:
            try:
                with open('csv_files/white_cards.csv', 'r', encoding='utf-8'):
                    print('white_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('white_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'W', 'csv_files/white_cards.csv')
        print('Checking for blue_cards.csv.')
        while True:
            try:
                with open('csv_files/blue_cards.csv', 'r', encoding='utf-8'):
                    print('blue_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('blue_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'U', 'csv_files/blue_cards.csv')
        print('Checking for black_cards.csv.')
        while True:
            try:
                with open('csv_files/black_cards.csv', 'r', encoding='utf-8'):
                    print('black_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('black_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B', 'csv_files/black_cards.csv')
        print('Checking for red_cards.csv.')
        while True:
            try:
                with open('csv_files/red_cards.csv', 'r', encoding='utf-8'):
                    print('red_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('red_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'R', 'csv_files/red_cards.csv')
        print('Checking for green_cards.csv.')
        while True:
            try:
                with open('csv_files/green_cards.csv', 'r', encoding='utf-8'):
                    print('green_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('green_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G', 'csv_files/green_cards.csv')
        break
    print('Checking for color-pair lists.\n')
    while True:
        print('Checking for azorius_cards.csv.')
        while True:
            try:
                with open('csv_files/azorius_cards.csv', 'r', encoding='utf-8'):
                    print('azorius_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('azorius_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'U, W', 'csv_files/azorius_cards.csv')
        print('Checking for orzhov_cards.csv.')
        while True:
            try:
                with open('csv_files/orzhov_cards.csv', 'r', encoding='utf-8'):
                    print('orzhov_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('orzhov_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, W', 'csv_files/orzhov_cards.csv')
        print('Checking for boros_cards.csv.')
        while True:
            try:
                with open('csv_files/boros_cards.csv', 'r', encoding='utf-8'):
                    print('boros_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('boros_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'R, W', 'csv_files/boros_cards.csv')
        print('Checking for selesnya_cards.csv.')
        while True:
            try:
                with open('csv_files/selesnya_cards.csv', 'r', encoding='utf-8'):
                    print('selesnya_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('selesnya_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, W', 'csv_files/selesnya_cards.csv')
        print('Checking for dimir_cards.csv.')
        while True:
            try:
                with open('csv_files/dimir_cards.csv', 'r', encoding='utf-8'):
                    print('dimir_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('dimir_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, U', 'csv_files/dimir_cards.csv')
        print('Checking for izzet_cards.csv.')
        while True:
            try:
                with open('csv_files/izzet_cards.csv', 'r', encoding='utf-8'):
                    print('izzet_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('izzet_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'R, U', 'csv_files/izzet_cards.csv')
        print('Checking for simic_cards.csv.')
        while True:
            try:
                with open('csv_files/simic_cards.csv', 'r', encoding='utf-8'):
                    print('simic_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('simic_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, U', 'csv_files/simic_cards.csv')
        print('Checking for rakdos_cards.csv.')
        while True:
            try:
                with open('csv_files/rakdos_cards.csv', 'r', encoding='utf-8'):
                    print('rakdos_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('rakdos_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, R', 'csv_files/rakdos_cards.csv')
        print('Checking for golgari_cards.csv.')
        while True:
            try:
                with open('csv_files/golgari_cards.csv', 'r', encoding='utf-8'):
                    print('golgari_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('golgari_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G', 'csv_files/golgari_cards.csv')
        print('Checking for gruul_cards.csv.')
        while True:
            try:
                with open('csv_files/gruul_cards.csv', 'r', encoding='utf-8'):
                    print('gruul_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('gruul_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, R', 'csv_files/gruul_cards.csv')
        break
    print('Checking for three-color sets.\n')
    while True:
        print('Checking for bant_cards.csv.')
        while True:
            try:
                with open('csv_files/bant_cards.csv', 'r', encoding='utf-8'):
                    print('bant_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('bant_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, U, W', 'csv_files/bant_cards.csv')
        print('Checking for esper_cards.csv.')
        while True:
            try:
                with open('csv_files/esper_cards.csv', 'r', encoding='utf-8'):
                    print('esper_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('esper_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, U, W', 'csv_files/esper_cards.csv')
        print('Checking for grixis_cards.csv.')
        while True:
            try:
                with open('csv_files/grixis_cards.csv', 'r', encoding='utf-8'):
                    print('grixis_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('grixis_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, R, U', 'csv_files/grixis_cards.csv')
        print('Checking for jund_cards.csv.')
        while True:
            try:
                with open('csv_files/jund_cards.csv', 'r', encoding='utf-8'):
                    print('jund_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('jund_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, R', 'csv_files/jund_cards.csv')
        print('Checking for naya_cards.csv.')
        while True:
            try:
                with open('csv_files/naya_cards.csv', 'r', encoding='utf-8'):
                    print('naya_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('naya_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, R, W', 'csv_files/naya_cards.csv')
        print('Checking for abzan_cards.csv.')
        while True:
            try:
                with open('csv_files/abzan_cards.csv', 'r', encoding='utf-8'):
                    print('abzan_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('abzan_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, W', 'csv_files/abzan_cards.csv')
        print('Checking for jeskai_cards.csv.')
        while True:
            try:
                with open('csv_files/jeskai_cards.csv', 'r', encoding='utf-8'):
                    print('jeskai_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('jeskai_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'R, U, W', 'csv_files/jeskai_cards.csv')
        print('Checking for sultai_cards.csv.')
        while True:
            try:
                with open('csv_files/sultai_cards.csv', 'r', encoding='utf-8'):
                    print('sultai_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('sultai_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, U', 'csv_files/sultai_cards.csv')
        print('Checking for temur_cards.csv.')
        while True:
            try:
                with open('csv_files/temur_cards.csv', 'r', encoding='utf-8'):
                    print('temur_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('temur_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, R, U', 'csv_files/temur_cards.csv')
        break
    print('Checking for four color sets.\n')
    while True:
        print('Checking for dune_cards.csv.')
        while True:
            try:
                with open('csv_files/dune_cards.csv', 'r', encoding='utf-8'):
                    print('dune_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('dune_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, R, W', 'csv_files/dune_cards.csv')
        print('Checking for glint_cards.csv.')
        while True:
            try:
                with open('csv_files/glint_cards.csv', 'r', encoding='utf-8'):
                    print('glint_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('glint_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, R, U', 'csv_files/glint_cards.csv')
        print('Checking for ink_cards.csv.')
        while True:
            try:
                with open('csv_files/ink_cards.csv', 'r', encoding='utf-8'):
                    print('ink_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('ink_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'G, R, U, W', 'csv_files/ink_cards.csv')
        print('Checking for witch_cards.csv.')
        while True:
            try:
                with open('csv_files/witch_cards.csv', 'r', encoding='utf-8'):
                    print('witch_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('witch_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, G, U, W', 'csv_files/witch_cards.csv')
        print('Checking for yore_cards.csv.')
        while True:
            try:
                with open('csv_files/yore_cards.csv', 'r', encoding='utf-8'):
                    print('yore_cards.csv exists.\n')
                    break
            except FileNotFoundError:
                print('yore_cards.csv not found, creating it.')
                filter_by_color(df, 'colorIdentity', 'B, R, U, W', 'csv_files/yore_cards.csv')
        break
    print('Checking for wubrg_cards.csv.\n')
    while True:
        try:
            with open('csv_files/wubrg_cards.csv', 'r', encoding='utf-8'):
                print('wubrg_cards.csv exists.\n')
                break
        except FileNotFoundError:
            print('wubrg_cards.csv not found, creating it.')
            filter_by_color(df, 'colorIdentity', 'B, G, R, U, W', 'csv_files/wubrg_cards.csv')
            
def regenerate_csvs():
    """
    Pull the original cards.csv file and remake the {color}_cards.csv files.
    This is useful if a new set has since come out to ensure the databases are up-to-date
    """
    print('Downloading cards.csv from mtgjson')
    url = 'https://mtgjson.com/api/v5/csv/cards.csv'
    r = requests.get(url)
    with open('csv_files/cards.csv', 'wb') as outputfile:
        outputfile.write(r.content)
    df = pd.read_csv('csv_files/cards.csv', low_memory=False)
    df['colorIdentity'] = df['colorIdentity'].fillna('None')
    
    # Color identity sorted cards
    print('Regenerating color identity sorted files.\n')
    print('Regenerating colorless_cards.csv.')
    
    # Colorless
    cards = 'colorless'
    print(f'Regenerating {cards}_cards.csv.')
    filter_by_color(df, 'colorIdentity', 'None', f'csv_files/{cards}_cards.csv')
    print(f'A new {cards}_cards.csv file has been made\n')
    
    # Mono color
    print('Regenerating mono-color card lists.\n')
    while True:
        # White cards
        cards = 'white'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Blue cards
        cards = 'blue'
        print('Regenerating blue_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
            
        # Black cards
        cards = 'black'
        print('Regenerating black_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Red cards
        cards = 'red'
        print('Regenerating red_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'R', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Green cards
        cards = 'green'
        print('Regenerating green_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        break
    
    # Color pairs
    print('Regenerating color-pair lists.\n')
    while True:
        # Azorius cards
        cards = 'azorius'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
            
        # Orzhov cards
        cards = 'orzhov'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
                
        # Boros cards
        cards = 'boros'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'R, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Selesnya
        cards = 'selesnya'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Dimir
        cards = 'dimir'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Izzet
        cards = 'izzet'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'R, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
                
        # Simic
        cards = 'Simic'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Rakdos
        cards = 'rakdos'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, R', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Golgari
        cards = 'golgari'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Gruul
        cards = 'gruul'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, R', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        break
    
    # Color trios
    print('Regenerating three-color sets.\n')
    while True:
        # Bant
        cards = 'Bant'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
            
        # Esper
        cards = 'esper'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Grixis
        cards = 'grixis'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, R, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Jund
        cards = 'jund'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, R', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Naya
        cards = 'naya'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, R, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Abzan
        cards = 'abzan'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Jeskai
        cards = 'jeskai'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'R, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Mardu
        cards = 'mardu'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, R, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Sultai
        cards = 'sultai'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Temur
        cards = 'temur'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, R, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        break
    
    # Four color
    print('Regenerating four color sets.\n')
    while True:
        # Dune
        cards = 'dune'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, R, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Glint
        cards = 'glint'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, R, U', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Ink
        cards = 'ink'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'G, R, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Witch
        cards = 'witch'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, G, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        
        # Yore
        cards = 'yore'
        print(f'Regenerating {cards}_cards.csv.')
        filter_by_color(df, 'colorIdentity', 'B, R, U, W', f'csv_files/{cards}_cards.csv')
        print(f'A new {cards}_cards.csv file has been made\n')
        break
    
    # WUBRG
    cards = 'wubrg'
    print(f'Regenerating {cards}_cards.csv.')
    filter_by_color(df, 'colorIdentity', 'B, G, R, U, W', f'csv_files/{cards}_cards.csv')
    print(f'A new {cards}_cards.csv file has been made\n')
 
def generate_staple_lists():
    colors = ['colorless', 'white', 'blue', 'black', 'green', 'red',
              'azorius', 'orzhov', 'selesnya', 'boros', 'dimir',
              'simic', 'izzet', 'golgari', 'rakdos', 'gruul',
              'bant', 'esper', 'grixis', 'jund', 'naya',
              'abzan', 'jeskai', 'mardu', 'sultai', 'temur',
              'dune', 'glint', 'ink', 'witch', 'yore', 'wubrg']
    
    for color in colors:
        staples = []
        print(f'Checking for {color} staples file.')
        try:
            with open(f'staples/{color}.txt', 'r') as file:
                staples = file.read().split('\n')
                del staples[-1]
                print(f'{color.capitalize()} staples:')
                print('\n'.join(staples), '\n')
                
        except FileNotFoundError:
            print(f'{color.capitalize()} staples file not found.')
            print(f'Generating {color} staples list.')
            df = pd.read_csv(f'csv_files/{color}_cards.csv')
            df['edhrecRank'] = pd.to_numeric(df['edhrecRank'], downcast='integer', errors='coerce')
            df = df.dropna(subset=['edhrecRank'])
            df['edhrecRank'] = df['edhrecRank'].astype(int)
            columns_to_keep = ['name', 'edhrecRank', 'type']
            df = df[columns_to_keep]
            df.sort_values(by='edhrecRank', key=lambda col: col, inplace=True)
            i = 1
            while len(staples) < 20:
                for index, row in df.iterrows():
                    if row['edhrecRank'] == i:
                        if 'Land' not in row['type'] and row['name'] not in banned_cards:
                            staples.append(row['name'])
                i += 1
            with open(f'staples/{color}.txt', 'w') as f:
                for items in staples:
                    f.write('%s\n' %items)