#!/usr/bin/env python import sys import os import re from collections import OrderedDict libdir = os.path.join(os.path.dirname(os.path.realpath(__file__)), '../lib') sys.path.append(libdir) import utils import jdecode datadir = os.path.realpath(os.path.join(libdir, '../data')) gramdir = os.path.join(datadir, 'ngrams') compute_ngrams = False gramdicts = {} if os.path.isdir(gramdir): import keydiff compute_ngrams = True for fname in os.listdir(gramdir): suffixes = re.findall(r'\.[0-9]*g$', fname) if suffixes: grams = int(suffixes[0][1:-1]) d = {} with open(os.path.join(gramdir, fname), 'rt') as f: keydiff.parse_keyfile(f, d, int) gramdicts[grams] = d def rare_grams(card, thresh = 2, grams = 2): if not grams in gramdicts: return None rares = 0 gramdict = gramdicts[grams] for line in card.text_lines_words: for i in range(0, len(line) - (grams - 1)): ngram = ' '.join([line[i + j] for j in range(0, grams)]) if ngram in gramdict: if gramdict[ngram] < thresh: rares += 1 else: rares += 1 return rares def list_only(l, items): for e in l: if not e in items: return False return True def check_types(card): if 'instant' in card.types: return list_only(card.types, ['tribal', 'instant']) if 'sorcery' in card.types: return list_only(card.types, ['tribal', 'sorcery']) if 'creature' in card.types: return list_only(card.types, ['tribal', 'creature', 'artifact', 'land', 'enchantment']) if 'planeswalker' in card.types: return list_only(card.types, ['tribal', 'planeswalker', 'artifact', 'land', 'enchantment']) else: return list_only(card.types, ['tribal', 'artifact', 'land', 'enchantment']) def check_pt(card): if 'creature' in card.types or card.pt: return (('creature' in card.types and len(re.findall(re.escape('/'), card.pt)) == 1) and not card.loyalty) if 'planeswalker' in card.types or card.loyalty: return (('planeswalker' in card.types and card.loyalty) and not card.pt) return None # doesn't handle granted activated abilities in "" def check_X(card): correct = None incost = 'X' in card.cost.encode() extra_cost_lines = 0 cost_lines = 0 use_lines = 0 for mt in card.text_lines: sides = mt.text.split(':') if len(sides) == 2: actcosts = len(re.findall(re.escape(utils.reserved_mana_marker), sides[0])) lcosts = mt.costs[:actcosts] rcosts = mt.costs[actcosts:] if 'X' in sides[0] or (utils.reserved_mana_marker in sides[0] and 'X' in ''.join(map(lambda c: c.encode(), lcosts))): if incost: return False # bad, duplicated Xs in costs if 'X' in sides[1] or (utils.reserved_mana_marker in sides[1] and 'X' in ''.join(map(lambda c: c.encode(), rcosts))): correct = True # good, defined X is either specified or used if 'monstrosity' in sides[1]: extra_cost_lines += 1 continue elif 'remove X % counters' in sides[0] and 'each counter removed' in sides[1]: correct = True # Blademane Baku continue elif 'note' in sides[1]: correct = True # Ice Cauldron continue else: return False # bad, defined X is unused # we've checked all cases where an X ocurrs in an activiation cost linetext = mt.encode() intext = len(re.findall(r'X', linetext)) defs = (len(re.findall(r'X is', linetext)) + len(re.findall(re.escape('pay {X'), linetext)) + len(re.findall(re.escape('pay X'), linetext)) + len(re.findall(re.escape('reveal X'), linetext)) + len(re.findall(re.escape('may tap X'), linetext))) if incost: if intext: correct = True # defined and used or specified in some way elif intext > 0: if intext > 1 and defs > 0: correct = True # look for multiples elif 'suspend' in linetext or 'bloodthirst' in linetext: correct = True # special case keywords elif 'reinforce' in linetext and intext > 2: correct = True # this should work elif 'contain {X' in linetext or 'with {X' in linetext: correct = True elif ('additional cost' in linetext or 'morph' in linetext or 'kicker' in linetext): cost_lines += 1 else: use_lines += 1 if incost and not correct: if 'sunburst' in card.text.text or 'spent to cast' in card.text.text: return True # Engineered Explosives, Skyrider Elf return False # otherwise we should have seen X somewhere if it was in the cost elif cost_lines > 0 or use_lines > 0: if (cost_lines + extra_cost_lines) == 1 and use_lines > 0: return True # dreams, etc. else: return False return correct def check_counters(card): uses = len(re.findall(re.escape(utils.counter_marker), card.text.text)) if uses > 0: return uses > 1 and 'countertype ' + utils.counter_marker in card.text.text else: return None props = OrderedDict([ ('types', check_types), ('pt', check_pt), ('X', check_X), ('counters', check_counters), ]) values = OrderedDict([(k, (0,0,0)) for k in props]) def main(fname, oname = None, verbose = True): # may need to set special arguments here cards = jdecode.mtg_open_file(fname, verbose=verbose) rg = {} for card in cards: g = rare_grams(card, thresh=2, grams=2) if len(card.text_words) > 0: g = int(1.0 + (float(g) * 100.0 / float(len(card.text_words)))) if g in rg: rg[g] += 1 else: rg[g] = 1 if g >= 60: print g print card.format() tot = 0 vmax = sum(rg.values()) pct90 = None pct95 = None pct99 = None for i in sorted(rg): print str(i) + ' rare ngrams: ' + str(rg[i]) tot += rg[i] if pct90 is None and tot >= vmax * 0.90: pct90 = i if pct95 is None and tot >= vmax * 0.95: pct95 = i if pct99 is None and tot >= vmax * 0.99: pct99 = i print '90% - ' + str(pct90) print '95% - ' + str(pct95) print '99% - ' + str(pct99) exit(0) for card in cards: for prop in props: (total, good, bad) = values[prop] this_prop = props[prop](card) if not this_prop is None: total += 1 if this_prop: good += 1 else: bad += 1 values[prop] = (total, good, bad) for prop in props: (total, good, bad) = values[prop] print prop + ':' print ' total: ' + str(total) print ' good : ' + str(good) print ' bad : ' + str(bad) if __name__ == '__main__': import argparse parser = argparse.ArgumentParser() parser.add_argument('infile', #nargs='?'. default=None, help='encoded card file or json corpus to process') parser.add_argument('outfile', nargs='?', default=None, help='name of output file, will be overwritten') parser.add_argument('-v', '--verbose', action='store_true', help='verbose output') args = parser.parse_args() main(args.infile, args.outfile, verbose=args.verbose) exit(0)