Andreas/mtg_python_deckbuilder
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Tagger should be done.

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Might have missed some lesser used stuff, and honestly might have overlooked some things, but it should be at a good point for testing deck building.
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mwisnowski 2024-12-18 20:21:45 -08:00
parent 8400613a15
commit 43bdf180d4
3 changed files with 447 additions and 56 deletions
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4
main.py
View file

@ -2,8 +2,8 @@ from __future__ import annotations
#import os #import os
import inquirer.prompt # type: ignore import inquirer.prompt # type: ignore
import pandas as pd # type: ignore #import pandas as pd # type: ignore
import requests # type: ignore #import requests # type: ignore
#import scrython # type: ignore #import scrython # type: ignore
import sys import sys

4
setup.py
View file

@ -37,7 +37,7 @@ def filter_by_color(df, column_name, value, new_csv_name):
filtered_df = filtered_df.loc[filtered_df['securityStamp'] != 'heart'] filtered_df = filtered_df.loc[filtered_df['securityStamp'] != 'heart']
filtered_df = filtered_df.loc[filtered_df['securityStamp'] != 'acorn'] filtered_df = filtered_df.loc[filtered_df['securityStamp'] != 'acorn']
card_types = ['Plane —', 'Conspiracy', 'Vanguard', 'Scheme', 'Phenomenon', 'Stickers', 'Attraction', 'Hero'] card_types = ['Plane —', 'Conspiracy', 'Vanguard', 'Scheme', 'Phenomenon', 'Stickers', 'Attraction', 'Hero', 'Contraption']
for card_type in card_types: for card_type in card_types:
filtered_df = filtered_df[~filtered_df['type'].str.contains(card_type)] filtered_df = filtered_df[~filtered_df['type'].str.contains(card_type)]
filtered_df['faceName'] = filtered_df['faceName'].fillna(filtered_df['name']) filtered_df['faceName'] = filtered_df['faceName'].fillna(filtered_df['name'])
@ -284,4 +284,4 @@ def setup():
#regenerate_csvs_all() #regenerate_csvs_all()
#regenerate_csv_by_color('white') #regenerate_csv_by_color('white')
determine_commanders() #determine_commanders()

495
tagger.py
View file

@ -1,6 +1,5 @@
from __future__ import annotations from __future__ import annotations
import keyboard # type: ignore
import pandas as pd # type: ignore import pandas as pd # type: ignore
import settings import settings
@ -15,9 +14,9 @@ karnstruct = '0/0 colorless Construct'
## Load the dataframe ## Load the dataframe
def load_dataframe(color): def load_dataframe(color):
# Setup an output file for card processing # Setup an output file for card processing
f = open(f'tag_output/{color}_tagging.txt', 'w+') """f = open(f'tag_output/{color}_tagging.txt', 'w+')
f.write(f'Begin tagging {color}_cards.csv.\n') f.write(f'Begin tagging {color}_cards.csv.\n')
f.close() f.close()"""
# Iterate through the defined {color}_cards.csv file to find spells matter cards # Iterate through the defined {color}_cards.csv file to find spells matter cards
print(f'Loading {color}_cards.csv as a pandas dataframe.\n') print(f'Loading {color}_cards.csv as a pandas dataframe.\n')
@ -59,7 +58,6 @@ def tag_by_color(df, color):
# create_theme_tags(df, color) # create_theme_tags(df, color)
#else: #else:
# pass # pass
"""print('====================\n')
kindred_tagging(df, color) kindred_tagging(df, color)
print('====================\n') print('====================\n')
create_theme_tags(df, color) create_theme_tags(df, color)
@ -97,20 +95,20 @@ def tag_by_color(df, color):
tag_for_ramp(df, color) tag_for_ramp(df, color)
print('====================\n') print('====================\n')
tag_for_themes(df, color) tag_for_themes(df, color)
print('====================\n')""" print('====================\n')
tag_for_board_wipes(df, color) tag_for_interaction(df, color)
# Lastly, sort all theme tags for easier reading # Lastly, sort all theme tags for easier reading
sort_theme_tags(df, color) sort_theme_tags(df, color)
df.to_csv(f'{csv_directory}/{color}_cards.csv', index=False) df.to_csv(f'{csv_directory}/{color}_cards.csv', index=False)
print(df) #print(df)
print(f'Tags are done being set on {color}_cards.csv') print(f'Tags are done being set on {color}_cards.csv')
keyboard.wait('esc') #keyboard.wait('esc')
## Determine any non-creature cards that have creature types mentioned ## Determine any non-creature cards that have creature types mentioned
def kindred_tagging(df, color): def kindred_tagging(df, color):
print(f'Settings creature type tags on {color}_cards.csv:\n\n') print(f'Settings creature type tags on {color}_cards.csv.\n')
print('===============\n')
# Create new blank list column called 'creatureTypes # Create new blank list column called 'creatureTypes
df['creatureTypes'] = [[] for _ in range(len(df))] df['creatureTypes'] = [[] for _ in range(len(df))]
@ -219,10 +217,10 @@ def tag_for_card_types(df, color):
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
if card_type in row['type']: if card_type in row['type']:
tag_type = [card_type] tag_type = []
# Tagging for artifacts, enchantments, and lands matter # Tagging for artifacts, enchantments, and lands matter
if card_type in ['Artifact', 'Enchantment', 'Land']: if card_type in ['Artifact', 'Battle', 'Enchantment', 'Land']:
tag_type.extend([f'{card_type}s Matter']) tag_type.extend([f'{card_type}s Matter'])
# Tagging for spellslinger/spells matter # Tagging for spellslinger/spells matter
@ -291,7 +289,8 @@ def sort_theme_tags(df, color):
### Cost reductions ### Cost reductions
## General or based on type of card ## General or based on type of card
def tag_for_cost_reduction(df, color): def tag_for_cost_reduction(df, color):
print(f'Tagging cards in {color}_cards.csv that reduce spell costs:\n\n') print(f'Tagging cards in {color}_cards.csv that reduce spell costs.\n')
print('===============\n')
artifact_cost_reduction(df, color) artifact_cost_reduction(df, color)
print('==========\n') print('==========\n')
enchantment_cost_reduction(df, color) enchantment_cost_reduction(df, color)
@ -461,8 +460,8 @@ def tag_for_affinity(df, color):
### Card draw/advantage ### Card draw/advantage
## General card draw/advantage ## General card draw/advantage
def tag_for_card_draw(df, color): def tag_for_card_draw(df, color):
print(f'Tagging cards that care about or give card draw in {color}_cards.csv:\n\n') print(f'Tagging cards that care about or give card draw in {color}_cards.csv.\n')
print('===============\n')
tag_for_conditional_draw(df, color) tag_for_conditional_draw(df, color)
print('==========\n') print('==========\n')
tag_for_loot(df, color) tag_for_loot(df, color)
@ -585,8 +584,9 @@ def tag_for_conditional_draw(df, color):
## Loot effects, I.E. draw a card, discard a card. Or discard a card, draw a card ## Loot effects, I.E. draw a card, discard a card. Or discard a card, draw a card
def tag_for_loot(df, color): def tag_for_loot(df, color):
print(f'Checking for non-standard "Loot" effects in {color}_cards.csv.\n' print(f'Checking for non-standard "Loot" effects in {color}_cards.csv.\n'
'A non-standard "Loot" effect would be effects like "Connive", "Cycling", or "Blood Tokens".\n\n') 'A non-standard "Loot" effect would be effects like "Connive", "Cycling", or "Blood Tokens".\n')
# Non-standard loot effects # Non-standard loot effects
print('=====\n')
tag_for_connive(df, color) tag_for_connive(df, color)
print('=====\n') print('=====\n')
tag_for_cycling(df, color) tag_for_cycling(df, color)
@ -966,7 +966,8 @@ def tag_for_wheels(df, color):
### Artifacts ### Artifacts
def tag_for_artifacts(df, color): def tag_for_artifacts(df, color):
# Iterate through each {color}_cards.csv file to find cards that care about artifacts # Iterate through each {color}_cards.csv file to find cards that care about artifacts
print(f'Tagging Artifact-related cards in {color}_cards.csv:\n\n') print(f'Tagging "Artifact"-related cards in {color}_cards.csv.\n\n')
print('===============\n')
tag_for_artifact_tokens(df, color) tag_for_artifact_tokens(df, color)
print('==========\n') print('==========\n')
tag_equipment(df, color) tag_equipment(df, color)
@ -976,18 +977,18 @@ def tag_for_artifacts(df, color):
tag_for_artifact_triggers(df, color) tag_for_artifact_triggers(df, color)
# Overwrite file with artifacts matter tag added # Overwrite file with artifacts matter tag added
print(f'Artifact matters cards tagged in {color}_cards.csv.\n') print(f'"Artifacts Matter" cards tagged in {color}_cards.csv.\n')
## Artifact Tokens ## Artifact Tokens
def tag_for_artifact_tokens(df, color): def tag_for_artifact_tokens(df, color):
print(f'Setting Artifact Token tags on {color}_cards.csv:\n') print(f'Setting Artifact Token tags on {color}_cards.csv.\n')
# Tag for artifact token creation # Tag for artifact token creation
print(f'Tagging cards in {color}_cards.csv that create or modify creation of Artifact tokens and don\'t have Fabricate.') print(f'Tagging cards in {color}_cards.csv that create or modify creation of Artifact tokens and don\'t have Fabricate.')
tag_for_generic_artifact_tokens(df, color) tag_for_generic_artifact_tokens(df, color)
print('=====\n') print('=====\n')
tag_for_predefined_artifact_tokens(df, color) tag_for_predefined_artifact_tokens(df, color)
print('=====\n')
print(f'Cards in {color}_cards.csv that create or modify creation of Artifact tokens and don\'t have Fabricate have been tagged.\n') print(f'Cards in {color}_cards.csv that create or modify creation of Artifact tokens and don\'t have Fabricate have been tagged.\n')
print('=====\n') print('=====\n')
@ -1251,7 +1252,8 @@ def tag_vehicles(df, color):
def tag_for_enchantments(df, color): def tag_for_enchantments(df, color):
# Iterate through each {color}_cards.csv file to find enchantment cards # Iterate through each {color}_cards.csv file to find enchantment cards
# Also check for cards that care about enchantments # Also check for cards that care about enchantments
print(f'Tagging "Enchantment" themed cards in {color}_cards.csv have been tagged.\n') print(f'Tagging "Enchantment Matter" themed cards in {color}_cards.csv.\n')
print('===============\n')
tag_for_enchantment_tokens(df, color) tag_for_enchantment_tokens(df, color)
print('==========\n') print('==========\n')
tag_for_enchantments_matter(df, color) tag_for_enchantments_matter(df, color)
@ -1281,7 +1283,7 @@ def tag_for_enchantment_tokens(df, color):
tag_for_generic_enchantment_tokens(df, color) tag_for_generic_enchantment_tokens(df, color)
print('=====\n') print('=====\n')
tag_for_predefined_enchantment_tokens(df, color) tag_for_predefined_enchantment_tokens(df, color)
print('=====\n')
print(f'Cards in {color}_cards.csv that create or modify creation of Enchantment tokens have been tagged.') print(f'Cards in {color}_cards.csv that create or modify creation of Enchantment tokens have been tagged.')
# Overwrite file with enchantment tag added # Overwrite file with enchantment tag added
@ -1647,6 +1649,7 @@ def tag_shrines(df, color):
## Exile Matter effects, such as Impuse draw, foretell, etc... ## Exile Matter effects, such as Impuse draw, foretell, etc...
def tag_for_exile_matters(df, color): def tag_for_exile_matters(df, color):
print(f'Checking {color}_cards.csv for "Exile Matters" cards\n') print(f'Checking {color}_cards.csv for "Exile Matters" cards\n')
print('===============\n')
tag_for_cascade(df, color) tag_for_cascade(df, color)
print('==========\n') print('==========\n')
tag_for_discover(df, color) tag_for_discover(df, color)
@ -1944,6 +1947,7 @@ def tag_for_suspend(df, color):
def tag_for_tokens(df, color): def tag_for_tokens(df, color):
# Tag for other token creation # Tag for other token creation
print(f'Tagging cards in {color}_cards.csv that create or modify creation of tokens.\n') print(f'Tagging cards in {color}_cards.csv that create or modify creation of tokens.\n')
print('===============\n')
print('Checking for creature token generators.') print('Checking for creature token generators.')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
@ -2012,7 +2016,8 @@ def tag_for_tokens(df, color):
### Life Matters ### Life Matters
def tag_for_life_matters(df, color): def tag_for_life_matters(df, color):
# Tag for Life gain cares cards # Tag for Life gain cares cards
print(f'Tagging cards in {color}_cards.csv that gain life or care about life gain.') print(f'Tagging cards in {color}_cards.csv that gain life or care about life gain.\n')
print('===============\n')
print('Checking for life gain cards.') print('Checking for life gain cards.')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
@ -2281,6 +2286,7 @@ def tag_for_lands_matter(df, color):
# that affect where you can play lands from. Also includes domain as it # that affect where you can play lands from. Also includes domain as it
# cares about basic land types. And landwalk effects # cares about basic land types. And landwalk effects
print(f'Tagging cards in {color}_cards.csv that fit the "Lands Matter" theme:') print(f'Tagging cards in {color}_cards.csv that fit the "Lands Matter" theme:')
print('===============\n')
print(f'Tagging cards in {color}_cards.csv that have a generalized "Lands Matter" theme.') print(f'Tagging cards in {color}_cards.csv that have a generalized "Lands Matter" theme.')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
@ -2534,7 +2540,8 @@ def tag_for_spellslinger(df, color):
# Things like Storm, Magecraft, playing noncreature spells, or otherwise # Things like Storm, Magecraft, playing noncreature spells, or otherwise
# Playing a lot of spells # Playing a lot of spells
# Noncreature cast triggers # Noncreature cast triggers
print(f'Checking {color}_cards.csv for "Spellslinger" cards:') print(f'Checking {color}_cards.csv for "Spellslinger" cards.\n')
print('===============\n')
print(f'Checking {color}_cards.csv for cards that care about casting spells.') print(f'Checking {color}_cards.csv for cards that care about casting spells.')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
@ -2629,7 +2636,7 @@ def tag_for_cantrips(df, color):
print('Note: I am considering a cantrip to be a card that has a mana value of 0-2,\n' print('Note: I am considering a cantrip to be a card that has a mana value of 0-2,\n'
'does some effect, and draws cards.\n\n' 'does some effect, and draws cards.\n\n'
'This also includes activated abilities, that when the combined mana value\n' 'This also includes activated abilities, that when the combined mana value\n'
'and ability cost are less than 2 mana.') 'and ability cost are less than 2 mana.\n')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
# Take out Lands and Equipment # Take out Lands and Equipment
@ -2894,6 +2901,7 @@ def tag_for_spell_copy(df, color):
def tag_for_ramp(df, color): def tag_for_ramp(df, color):
# Tag for ramp # Tag for ramp
print(f'Tagging cards in {color}_cards.csv that are considerd Ramp.\n') print(f'Tagging cards in {color}_cards.csv that are considerd Ramp.\n')
print('===============\n')
mana_dorks(df, color) mana_dorks(df, color)
print('==========\n') print('==========\n')
mana_rocks(df, color) mana_rocks(df, color)
@ -3131,7 +3139,8 @@ def search_for_lands(df, color):
### Other Misc Themes ### Other Misc Themes
def tag_for_themes(df, color): def tag_for_themes(df, color):
print(f'Tagging other themes in {color}_cards.csv.') print(f'Tagging other themes in {color}_cards.csv.\n')
print('===============\n')
tag_for_aggro(df, color) tag_for_aggro(df, color)
print('==========\n') print('==========\n')
search_for_aristocrats(df, color) search_for_aristocrats(df, color)
@ -3170,7 +3179,7 @@ def tag_for_themes(df, color):
print('==========\n') print('==========\n')
tag_for_x_spells(df, color) tag_for_x_spells(df, color)
print(f'Other themes have been tagged in {color}_cards.csv.') print(f'Other themes have been tagged in {color}_cards.csv.\n')
## Aggro ## Aggro
def tag_for_aggro(df, color): def tag_for_aggro(df, color):
@ -4050,10 +4059,25 @@ def tag_for_x_spells(df, color):
### Interaction ### Interaction
## Overall tag for interaction group ## Overall tag for interaction group
def tag_for_interaction(df, color): def tag_for_interaction(df, color):
pass print(f'Tagging Interaction cards in {color}_cards.csv.\n'
'Interaction is anything that, well, interacts with the board or stack.\n'
'This can be Counterspells, Board Wipes, Spot Removal, Combat Tricks, or Protections.\n')
print('===============\n')
tag_for_counterspells(df, color)
print('==========\n')
tag_for_board_wipes(df, color)
print('==========\n')
tag_for_combat_tricks(df, color)
print('==========\n')
tag_for_protection(df, color)
print('==========\n')
tag_for_removal(df, color)
print('==========\n')
print(f'Interaction cards have been tagged in {color}_cards.csv.\n')
## Counter spells ## Counter spells
def tag_for_counterspell(df, color): def tag_for_counterspells(df, color):
print(f'Tagging cards in {color}_cards.csv that are Counterspells or care about Counterspells.') print(f'Tagging cards in {color}_cards.csv that are Counterspells or care about Counterspells.')
for index, row in df.iterrows(): for index, row in df.iterrows():
theme_tags = row['themeTags'] theme_tags = row['themeTags']
@ -4063,7 +4087,7 @@ def tag_for_counterspell(df, color):
or 'return target spell' in row['text'].lower() or 'return target spell' in row['text'].lower()
or 'then return it to its owner' in row['text'].lower() or 'then return it to its owner' in row['text'].lower()
): ):
tag_type = ['Counterspells', 'Spellslinger', 'Spells Matter'] tag_type = ['Counterspells', 'Interaction', 'Spellslinger', 'Spells Matter']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
@ -4138,16 +4162,61 @@ def tag_for_board_wipes(df, color):
or 'Chandra, Awakened Inferno' == row['name'] or 'Chandra, Awakened Inferno' == row['name']
or 'Draconic Intervention' == row['name'] or 'Draconic Intervention' == row['name']
or 'Dwarven Catapult' == row['name'] or 'Dwarven Catapult' == row['name']
or 'Electrickery' == row['name']
or 'Evaporate' == row['name'] or 'Evaporate' == row['name']
or 'Exocrine' == row['name'] or 'Exocrine' == row['name']
or 'Fiery Cannonade' == row['name'] or 'Fiery Cannonade' == row['name']
or 'Flame Blitz' == row['name'] or 'Flame Blitz' == row['name']
or 'Forerunner of the Empire' == row['name'] or 'Forerunner of the Empire' == row['name']
or 'Rite of Ruin' == row['name']
or 'Ronin Cliffrider' == row['name']
or 'Sarkhan\'s Unsealing' == row['name']
or 'Sacalding Salamander' == row['name']
or 'Tectonic Break' == row['name']
or 'Thoughts of Ruin' == row['name']
or 'Thundercloud Shaman' == row['name']
or 'Thunder of Hooves' == row['name']
or 'Vampires\' Vengeance' == row['name']
or 'Vandalblast' == row['name']
or 'Thunder of Hooves' == row['name']
or 'Warp World' == row['name']
# Green
or 'Ezuri\'s Predation' == row['name']
or 'Nylea\'s Intervention' == row['name']
or 'Spring Cleaning' == row['name']
or 'Nylea\'s Intervention' == row['name']
or 'Welcome to . . . // Jurassic Park' == row['name']
# Azorius
or 'Urza, Planeswalker' == row['name']
# Orzhov
or 'Magister of Worth' == row['name']
or 'Necromancer\'s Covenant' == row['name']
# Rakdos
or 'Angrath, Minotaur Pirate' == row['name']
or 'Hidetsugu Consumes All' == row['name']
or 'Void' == row['name']
or 'Widespread Brutality' == row['name']
# Golgari
or 'Hazardous Conditions' == row['name']
# Izzet
or 'Battle of Frost and Fire' == row['name']
# Simic
or 'The Bears of Littjara' == row['name']
# Naya
or 'Incandescent Aria' == row['name']
# Mardu
or 'Piru, the Volatile' == row['name']
): ):
print(row['name']) tag_type = ['Board Wipes', 'Interaction']
tag_type = ['Board Wipes']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
@ -4169,6 +4238,7 @@ def tag_for_board_wipes(df, color):
or 'exiles the rest' in row['text'].lower() or 'exiles the rest' in row['text'].lower()
or 'put all attacking creatures' in row['text'].lower() or 'put all attacking creatures' in row['text'].lower()
or 'put all creatures' in row['text'].lower() or 'put all creatures' in row['text'].lower()
or 'put all enchantments' in row['text'].lower()
or 'return all' in row['text'].lower() or 'return all' in row['text'].lower()
or 'return any number of' in row['text'].lower() or 'return any number of' in row['text'].lower()
or 'return each' in row['text'].lower() or 'return each' in row['text'].lower()
@ -4284,12 +4354,69 @@ def tag_for_board_wipes(df, color):
or 'Barrel Down Sokenzan' == row['name'] or 'Barrel Down Sokenzan' == row['name']
or 'Explosive Singularity' == row['name'] or 'Explosive Singularity' == row['name']
or 'Expose the Culprit' == row['name'] or 'Expose the Culprit' == row['name']
or 'Lukka, Coppercoat Outcast' == row['name']
or 'March of Reckless Joy' == row['name']
or 'Thieves\' Auction' == row['name']
or 'Wild-Magic Sorcerer' == row['name']
or 'Witchstalker Frenzy' == row['name']
# Green Cards
or 'Clear the Land' == row['name']
or 'Dual Nature' == row['name']
or 'Kamahl\'s Will' == row['name']
or 'March of Burgeoning Life' == row['name']
or 'Moonlight Hunt' == row['name']
or 'Nissa\'s Judgment' == row['name']
or 'Overlaid Terrain' == row['name']
or 'Rambling Possum' == row['name']
or 'Saproling Burst' == row['name']
or 'Splintering Wind' == row['name']
# Orzhov
or 'Identity Crisis' == row['name']
or 'Kaya\'s Guile' == row['name']
or 'Kaya, Geist Hunter' == row['name']
# Boros
or 'Quintorius Kand' == row['name']
or 'Suleiman\'s Legacy' == row['name']
or 'Wildfire Awakener' == row['name']
# Dimir
or 'Ashiok' in row['name']
or 'Dralnu, Lich Lord' == row['name']
or 'Mnemonic Betrayal' == row['name']
# Rakdos
or 'Blood for the Blood God!' == row['name']
or 'Mount Doom' == row['name']
or 'Rakdos Charm' == row['name']
# Golgari
or 'Skemfar Elderhall' == row['name']
or 'Winter, Cynical Opportunist' == row['name']
# Izzet
or 'Shaun, Father of Synths' == row['name']
or 'The Apprentice\'s Folly' == row['name']
# Esper
or 'The Celestial Toymaker' == row['name']
# Grixis
or 'Missy' == row['name']
or 'Nicol Bolas, the Ravager // Nicol Bolas, the Arisen' == row['name']
# Naya
or 'Hazezon Tamar' == row['name']
# Mardu
or 'Extus, Oriq Overlord // Awaken the Blood Avatar' == row['name']
): ):
continue continue
else: else:
print(row['name']) tag_type = ['Board Wipes', 'Interaction']
tag_type = ['Board Wipes']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
@ -4299,12 +4426,18 @@ def tag_for_board_wipes(df, color):
if pd.notna(row['text']): if pd.notna(row['text']):
for i in number_list: for i in number_list:
# Deals damage from 1-100 or X # Deals damage from 1-100 or X
if (f'deals {i} damage' in row['text'].lower()): if (f'deals {i}' in row['text'].lower()):
if ('blocking it' in row['text'].lower() if ('blocking it' in row['text'].lower()
or 'is blocked' in row['text'].lower() or 'is blocked' in row['text'].lower()
or 'other creature you control' in row['text'].lower() or 'other creature you control' in row['text'].lower()
): ):
continue continue
if ('target' in row['text'].lower() and 'overload' in row['text'].lower()):
tag_type = ['Board Wipes', 'Burn', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if ('and each creature' in row['text'].lower() if ('and each creature' in row['text'].lower()
or 'each artifact creature' in row['text'].lower() or 'each artifact creature' in row['text'].lower()
or 'each creature' in row['text'].lower() or 'each creature' in row['text'].lower()
@ -4325,8 +4458,7 @@ def tag_for_board_wipes(df, color):
or 'to each creature' in row['text'].lower() or 'to each creature' in row['text'].lower()
or 'to each other creature' in row['text'].lower() or 'to each other creature' in row['text'].lower()
): ):
print(row['name']) tag_type = ['Board Wipes', 'Burn', 'Interaction']
tag_type = ['Board Wipes', 'Burn']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
@ -4351,8 +4483,7 @@ def tag_for_board_wipes(df, color):
if ('you control get -1/-1' in row['text'].lower() if ('you control get -1/-1' in row['text'].lower()
): ):
continue continue
print(row['name']) tag_type = ['Board Wipes', 'Interaction']
tag_type = ['Board Wipes']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
@ -4384,33 +4515,293 @@ def tag_for_board_wipes(df, color):
or 'to each creature' in row['text'].lower() or 'to each creature' in row['text'].lower()
or 'to each other creature' in row['text'].lower() or 'to each other creature' in row['text'].lower()
): ):
print(row['name']) tag_type = ['Board Wipes', 'Burn', 'Interaction']
tag_type = ['Board Wipes', 'Burn']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags df.at[index, 'themeTags'] = theme_tags
print(f'"Board Wipe" cards in {color}_cards.csv have been tagged.\n')
## Combat Tricks
def tag_for_combat_tricks(df, color):
print(f'Tagging cards in {color}_cards.csv for Combat Tricks.')
for index, row in df.iterrows():
theme_tags = row['themeTags']
number_list = list(range(0, 11))
number_list = list(map(str, number_list))
number_list.append('x')
if pd.notna(row['text']):
if 'remains tapped' in row['text']:
continue
if ('Assimilate Essence' == row['name']
or 'Mantle of Leadership' == row['name']
or 'Michiko\'s Reign of Truth // Portrait of Michiko' == row['name']):
continue
for number in number_list:
# Tap abilities
if (f'{{t}}: target creature gets +0/+{number}' in row['text'].lower()
or f'{{t}}: target creature gets +{number}/+0' in row['text'].lower()
or f'{{t}}: target creature gets +{number}/+{number}' in row['text'].lower()
or f'{{t}}: target creature you control gets +{number}/+{number}' in row['text'].lower()
):
# Exclude sorcery speed
if ('only as a sorcery' in row['text'].lower()):
continue
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
for number_2 in number_list:
if (f'{{t}}: target creature gets +{number}/+{number_2}' in row['text'].lower()
or f'{{t}}: target creature gets +{number}/+{number}' in row['text'].lower()
):
if ('only as a sorcery' in row['text'].lower()):
# Exclude sorcery speed
continue
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
# Flash effects
if 'Flash' in theme_tags:
if (f'chosen type get +{number}/+{number}' in row['text'].lower()
or f'creature gets +{number}/+{number}' in row['text'].lower()
or f'creatures get +{number}/+{number}' in row['text'].lower()
or f'you control gets +{number}/+{number}' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
for number_2 in number_list:
if (f'chosen type get +{number}/+{number_2}' in row['text'].lower()
or f'creature gets +{number}/+{number_2}' in row['text'].lower()
or f'creatures get +{number}/+{number_2}' in row['text'].lower()
or f'you control gets +{number}/+{number_2}' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
# Instant speed effects
if row['type'] == 'Instant':
if (
# Positive values
f'chosen type get +{number}/+{number}' in row['text'].lower()
or f'creature gets +{number}/+{number}' in row['text'].lower()
or f'creatures get +{number}/+{number}' in row['text'].lower()
or f'each get +{number}/+{number}' in row['text'].lower()
or f'it gets +{number}/+{number}' in row['text'].lower()
or f'you control gets +{number}/+{number}' in row['text'].lower()
or f'you control get +{number}/+{number}' in row['text'].lower()
# Negative values
or f'chosen type get -{number}/-{number}' in row['text'].lower()
or f'creature gets -{number}/-{number}' in row['text'].lower()
or f'creatures get -{number}/-{number}' in row['text'].lower()
or f'each get -{number}/-{number}' in row['text'].lower()
or f'it gets -{number}/-{number}' in row['text'].lower()
or f'you control gets -{number}/-{number}' in row['text'].lower()
or f'you control get -{number}/-{number}' in row['text'].lower()
# Mixed values
or f'chosen type get +{number}/-{number}' in row['text'].lower()
or f'creature gets +{number}/-{number}' in row['text'].lower()
or f'creatures get +{number}/-{number}' in row['text'].lower()
or f'each get +{number}/-{number}' in row['text'].lower()
or f'it gets +{number}/-{number}' in row['text'].lower()
or f'you control gets +{number}/-{number}' in row['text'].lower()
or f'you control get +{number}/-{number}' in row['text'].lower()
or f'chosen type get -{number}/+{number}' in row['text'].lower()
or f'creature gets -{number}/+{number}' in row['text'].lower()
or f'creatures get -{number}/+{number}' in row['text'].lower()
or f'each get -{number}/+{number}' in row['text'].lower()
or f'it gets -{number}/+{number}' in row['text'].lower()
or f'you control gets -{number}/+{number}' in row['text'].lower()
or f'you control get -{number}/+{number}' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
for number_2 in number_list:
if (
# Positive Values
f'chosen type get +{number}/+{number_2}' in row['text'].lower()
or f'creature gets +{number}/+{number_2}' in row['text'].lower()
or f'creatures get +{number}/+{number_2}' in row['text'].lower()
or f'each get +{number}/+{number_2}' in row['text'].lower()
or f'it gets +{number}/+{number_2}' in row['text'].lower()
or f'you control gets +{number}/+{number_2}' in row['text'].lower()
or f'you control get +{number}/+{number_2}' in row['text'].lower()
# Negative values
or f'chosen type get -{number}/-{number_2}' in row['text'].lower()
or f'creature gets -{number}/-{number_2}' in row['text'].lower()
or f'creatures get -{number}/-{number_2}' in row['text'].lower()
or f'each get -{number}/-{number_2}' in row['text'].lower()
or f'it gets -{number}/-{number_2}' in row['text'].lower()
or f'you control gets -{number}/-{number_2}' in row['text'].lower()
or f'you control get -{number}/-{number_2}' in row['text'].lower()
# Mixed values
or f'chosen type get +{number}/-{number_2}' in row['text'].lower()
or f'creature gets +{number}/-{number_2}' in row['text'].lower()
or f'creatures get +{number}/-{number_2}' in row['text'].lower()
or f'each get +{number}/-{number_2}' in row['text'].lower()
or f'it gets +{number}/-{number_2}' in row['text'].lower()
or f'you control gets +{number}/-{number_2}' in row['text'].lower()
or f'you control get +{number}/-{number_2}' in row['text'].lower()
or f'chosen type get -{number}/+{number_2}' in row['text'].lower()
or f'creature gets -{number}/+{number_2}' in row['text'].lower()
or f'creatures get -{number}/+{number_2}' in row['text'].lower()
or f'each get -{number}/+{number_2}' in row['text'].lower()
or f'it gets -{number}/+{number_2}' in row['text'].lower()
or f'you control gets -{number}/+{number_2}' in row['text'].lower()
or f'you control get -{number}/+{number_2}' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if row['type'] == 'Instant':
if (
'+1/+1 counter' in row['text'].lower()
or 'bolster' in row['text'].lower()
or 'double strike' in row['text'].lower()
or 'first strike' in row['text'].lower()
or 'has base power and toughness' in row['text'].lower()
or 'untap all creatures' in row['text'].lower()
or 'untap target creature' in row['text'].lower()
or 'with base power and toughness' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if 'Flash' in theme_tags:
if (
'bolster' in row['text'].lower()
or 'untap all creatures' in row['text'].lower()
or 'untap target creature' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if 'Enchantment' in row['type']:
if (
'+1/+1 counter' in row['text'].lower()
or 'double strike' in row['text'].lower()
or 'first strike' in row['text'].lower()
):
tag_type = ['Combat Tricks', 'Interaction']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
print(f'Combat Tricks in {color}_cards.csv have been tagged.\n')
if pd.notna(row['keywords']):
if ('' in row['keywords'] ## Protection/Safety spells
or '' in row['keywords'] def tag_for_protection(df, color):
print(f'Tagging cards in {color}_cards.csv that provide or have some form of protection (i.e. Protection, Indestructible, Hexproof, etc...).')
for index, row in df.iterrows():
theme_tags = row['themeTags']
named_exclusions = ['Out of Time', 'The War Doctor']
if (row['name'] in named_exclusions
):
continue
if pd.notna(row['text']):
if ('has indestructible' in row['text'].lower()
or 'has indestructible' in row['text'].lower()
or 'has protection' in row['text'].lower()
or 'has shroud' in row['text'].lower()
or 'has ward' in row['text'].lower()
or 'have indestructible' in row['text'].lower()
or 'have indestructible' in row['text'].lower()
or 'have protection' in row['text'].lower()
or 'have shroud' in row['text'].lower()
or 'have ward' in row['text'].lower()
or 'hexproof from' in row['text'].lower()
or 'gain hexproof' in row['text'].lower()
or 'gain indestructible' in row['text'].lower()
or 'gain protection' in row['text'].lower()
or 'gain shroud' in row['text'].lower()
or 'gain ward' in row['text'].lower()
or 'gains hexproof' in row['text'].lower()
or 'gains indestructible' in row['text'].lower()
or 'gains protection' in row['text'].lower()
or 'gains shroud' in row['text'].lower()
or 'gains ward' in row['text'].lower()
or 'phases out' in row['text'].lower()
or 'protection from' in row['text'].lower()
): ):
tag_type = [''] tag_type = ['Interaction', 'Protection']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if pd.notna(row['keywords']):
if ('Hexproof' in row['keywords']
or 'Indestructible' in row['keywords']
or 'Protection' in row['keywords']
or 'Shroud' in row['keywords']
or 'Ward' in row['keywords']
):
tag_type = ['Interaction', 'Protection']
for tag in tag_type: for tag in tag_type:
if tag not in theme_tags: if tag not in theme_tags:
theme_tags.extend([tag]) theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags df.at[index, 'themeTags'] = theme_tags
print(f'"Board Wipe" cards in {color}_cards.csv have been tagged.\n') print(f'Protection cards in {color}_cards.csv have been tagged.\n')
## Protection/Safety spells
## Spot removal ## Spot removal
def tag_for_removal(df, color):
print(f'Tagging cards in {color}_cards.csv that Do some form of spot Removal.')
for index, row in df.iterrows():
theme_tags = row['themeTags']
if pd.notna(row['text']):
if ('destroy target' in row['text'].lower()
or 'destroys target' in row['text'].lower()
or 'exile target' in row['text'].lower()
or 'exiles target' in row['text'].lower()
or 'sacrifices target' in row['text'].lower()
):
tag_type = ['Interaction', 'Removal']
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
if pd.notna(row['keywords']):
if ('' in row['keywords'].lower()
):
tag_type = []
for tag in tag_type:
if tag not in theme_tags:
theme_tags.extend([tag])
df.at[index, 'themeTags'] = theme_tags
print(f'Removal cards in {color}_cards.csv have been tagged.\n')
#regenerate_csv_by_color('colorless') #regenerate_csv_by_color('colorless')
#for color in colors: #for color in colors:
load_dataframe('red') load_dataframe('commander')