hamcha/mtgencode
1
0
Fork 0
Code Issues Pull requests Releases Wiki Activity

2to3 conversion (some things not yet changed)

Browse source
This commit is contained in:
David Heyman 2016-08-13 21:16:43 -04:00
parent 65905cf656
commit 2f95b79f10
24 changed files with 388 additions and 356 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

22
decode.py
View file

@ -19,7 +19,7 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
# there is a sane thing to do here (namely, produce both at the same time) # there is a sane thing to do here (namely, produce both at the same time)
# but we don't support it yet. # but we don't support it yet.
if for_mse and for_html: if for_mse and for_html:
print 'ERROR - decode.py - incompatible formats "mse" and "html"' print('ERROR - decode.py - incompatible formats "mse" and "html"')
return return
fmt_ordered = cardlib.fmt_ordered_default fmt_ordered = cardlib.fmt_ordered_default
@ -52,16 +52,16 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
namediff = Namediff() namediff = Namediff()
cbow = CBOW() cbow = CBOW()
if verbose: if verbose:
print 'Computing nearest names...' print('Computing nearest names...')
nearest_names = namediff.nearest_par(map(lambda c: c.name, cards), n=3) nearest_names = namediff.nearest_par([c.name for c in cards], n=3)
if verbose: if verbose:
print 'Computing nearest cards...' print('Computing nearest cards...')
nearest_cards = cbow.nearest_par(cards) nearest_cards = cbow.nearest_par(cards)
for i in range(0, len(cards)): for i in range(0, len(cards)):
cards[i].nearest_names = nearest_names[i] cards[i].nearest_names = nearest_names[i]
cards[i].nearest_cards = nearest_cards[i] cards[i].nearest_cards = nearest_cards[i]
if verbose: if verbose:
print '...Done.' print('...Done.')
def hoverimg(cardname, dist, nd): def hoverimg(cardname, dist, nd):
truename = nd.names[cardname] truename = nd.names[cardname]
@ -238,17 +238,18 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
if oname: if oname:
if for_html: if for_html:
print oname print(oname)
# if ('.html' != oname[-]) # if ('.html' != oname[-])
# oname += '.html' # oname += '.html'
if verbose: if verbose:
print 'Writing output to: ' + oname print('Writing output to: ' + oname)
with open(oname, 'w') as ofile: with open(oname, 'w') as ofile:
writecards(ofile) writecards(ofile)
if for_mse: if for_mse:
# Copy whatever output file is produced, name the copy 'set' (yes, no extension). # Copy whatever output file is produced, name the copy 'set' (yes,
# no extension).
if os.path.isfile('set'): if os.path.isfile('set'):
print 'ERROR: tried to overwrite existing file "set" - aborting.' print('ERROR: tried to overwrite existing file "set" - aborting.')
return return
shutil.copyfile(oname, 'set') shutil.copyfile(oname, 'set')
# Use the freaky mse extension instead of zip. # Use the freaky mse extension instead of zip.
@ -258,7 +259,8 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
zf.write('set') zf.write('set')
finally: finally:
if verbose: if verbose:
print 'Made an MSE set file called ' + oname + '.mse-set.' print('Made an MSE set file called ' +
oname + '.mse-set.')
# The set file is useless outside the .mse-set, delete it. # The set file is useless outside the .mse-set, delete it.
os.remove('set') os.remove('set')
else: else:

14
encode.py
View file

@ -47,16 +47,16 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
raise ValueError('encode.py: unknown encoding: ' + encoding) raise ValueError('encode.py: unknown encoding: ' + encoding)
if verbose: if verbose:
print 'Preparing to encode:' print('Preparing to encode:')
print ' Using encoding ' + repr(encoding) print(' Using encoding ' + repr(encoding))
if stable: if stable:
print ' NOT randomizing order of cards.' print(' NOT randomizing order of cards.')
if randomize_mana: if randomize_mana:
print ' Randomizing order of symobls in manacosts.' print(' Randomizing order of symobls in manacosts.')
if not fmt_labeled: if not fmt_labeled:
print ' NOT labeling fields for this run (may be harder to decode).' print(' NOT labeling fields for this run (may be harder to decode).')
if not line_transformations: if not line_transformations:
print ' NOT using line reordering transformations' print(' NOT using line reordering transformations')
cards = jdecode.mtg_open_file(fname, verbose=verbose, linetrans=line_transformations) cards = jdecode.mtg_open_file(fname, verbose=verbose, linetrans=line_transformations)
@ -82,7 +82,7 @@ def main(fname, oname = None, verbose = True, encoding = 'std',
if oname: if oname:
if verbose: if verbose:
print 'Writing output to: ' + oname print('Writing output to: ' + oname)
with open(oname, 'w') as ofile: with open(oname, 'w') as ofile:
writecards(ofile) writecards(ofile)
else: else:

37
lib/cardlib.py
View file

@ -247,20 +247,19 @@ def fields_from_json(src_json, linetrans = True):
fields[field_cost] = [(-1, cost)] fields[field_cost] = [(-1, cost)]
if 'supertypes' in src_json: if 'supertypes' in src_json:
fields[field_supertypes] = [(-1, map(lambda s: utils.to_ascii(s.lower()), fields[field_supertypes] = [
src_json['supertypes']))] (-1, [utils.to_ascii(s.lower()) for s in src_json['supertypes']])]
if 'types' in src_json: if 'types' in src_json:
fields[field_types] = [(-1, map(lambda s: utils.to_ascii(s.lower()), fields[field_types] = [(-1, [utils.to_ascii(s.lower())
src_json['types']))] for s in src_json['types']])]
else: else:
parsed = False parsed = False
if 'subtypes' in src_json: if 'subtypes' in src_json:
fields[field_subtypes] = [(-1, map(lambda s: utils.to_ascii(s.lower()) fields[field_subtypes] = [(-1, [utils.to_ascii(s.lower())
# urza's lands... # urza's lands...
.replace('"', "'").replace('-', utils.dash_marker), .replace('"', "'").replace('-', utils.dash_marker) for s in src_json['subtypes']])]
src_json['subtypes']))]
if 'rarity' in src_json: if 'rarity' in src_json:
@ -323,7 +322,7 @@ def fields_from_format(src_text, fmt_ordered, fmt_labeled, fieldsep):
if fmt_labeled: if fmt_labeled:
labels = {fmt_labeled[k] : k for k in fmt_labeled} labels = {fmt_labeled[k] : k for k in fmt_labeled}
field_label_regex = '[' + ''.join(labels.keys()) + ']' field_label_regex = '[' + ''.join(list(labels.keys())) + ']'
def addf(fields, fkey, fval): def addf(fields, fkey, fval):
# make sure you pass a pair # make sure you pass a pair
if fval and fval[1]: if fval and fval[1]:
@ -544,14 +543,13 @@ class Card:
self.__dict__[field_text] = mtext self.__dict__[field_text] = mtext
fulltext = mtext.encode() fulltext = mtext.encode()
if fulltext: if fulltext:
self.__dict__[field_text + '_lines'] = map(Manatext, self.__dict__[field_text + '_lines'] = list(map(Manatext,
fulltext.split(utils.newline)) fulltext.split(utils.newline)))
self.__dict__[field_text + '_words'] = re.sub(utils.unletters_regex, self.__dict__[field_text + '_words'] = re.sub(utils.unletters_regex,
' ', ' ',
fulltext).split() fulltext).split()
self.__dict__[field_text + '_lines_words'] = map( self.__dict__[field_text + '_lines_words'] = [re.sub(
lambda line: re.sub(utils.unletters_regex, ' ', line).split(), utils.unletters_regex, ' ', line).split() for line in fulltext.split(utils.newline)]
fulltext.split(utils.newline))
else: else:
self.valid = False self.valid = False
self.__dict__[field_other] += [(idx, '<text> ' + str(value))] self.__dict__[field_other] += [(idx, '<text> ' + str(value))]
@ -667,11 +665,12 @@ class Card:
outstr += linebreak outstr += linebreak
basetypes = map(str.capitalize, self.__dict__[field_types]) basetypes = list(map(str.capitalize, self.__dict__[field_types]))
if vdump and len(basetypes) < 1: if vdump and len(basetypes) < 1:
basetypes = ['_NOTYPE_'] basetypes = ['_NOTYPE_']
outstr += ' '.join(map(str.capitalize, self.__dict__[field_supertypes]) + basetypes) outstr += ' '.join(list(map(str.capitalize,
self.__dict__[field_supertypes])) + basetypes)
if self.__dict__[field_subtypes]: if self.__dict__[field_subtypes]:
outstr += (' ' + utils.dash_marker + ' ' + outstr += (' ' + utils.dash_marker + ' ' +
@ -1005,8 +1004,8 @@ class Card:
if coststr: if coststr:
outstr += coststr + ' ' outstr += coststr + ' '
typestr = ' '.join(map(lambda s: '(' + s + ')', typestr = ' '.join(
self.__dict__[field_supertypes] + self.__dict__[field_types])) ['(' + s + ')' for s in self.__dict__[field_supertypes] + self.__dict__[field_types]])
if typestr: if typestr:
outstr += typestr + ' ' outstr += typestr + ' '
@ -1014,8 +1013,8 @@ class Card:
outstr += ' '.join(self.__dict__[field_subtypes]) + ' ' outstr += ' '.join(self.__dict__[field_subtypes]) + ' '
if self.__dict__[field_pt]: if self.__dict__[field_pt]:
outstr += ' '.join(map(lambda s: '(' + s + ')', outstr += ' '.join(['(' + s + ')' for s in self.__dict__[
self.__dict__[field_pt].replace('/', '/ /').split())) field_pt].replace('/', '/ /').split()])
outstr += ' ' outstr += ' '
if self.__dict__[field_loyalty]: if self.__dict__[field_loyalty]:

22
lib/cbow.py
View file

@ -147,7 +147,7 @@ def f_nearest(card, vocab, vecs, cardvecs, n):
def f_nearest_per_thread(workitem): def f_nearest_per_thread(workitem):
(workcards, vocab, vecs, cardvecs, n) = workitem (workcards, vocab, vecs, cardvecs, n) = workitem
return map(lambda card: f_nearest(card, vocab, vecs, cardvecs, n), workcards) return [f_nearest(card, vocab, vecs, cardvecs, n) for card in workcards]
class CBOW: class CBOW:
def __init__(self, verbose = True, def __init__(self, verbose = True,
@ -157,17 +157,18 @@ class CBOW:
self.cardvecs = [] self.cardvecs = []
if self.verbose: if self.verbose:
print 'Building a cbow model...' print('Building a cbow model...')
if self.verbose: if self.verbose:
print ' Reading binary vector data from: ' + vector_fname print(' Reading binary vector data from: ' + vector_fname)
(vocab, vecs) = read_vector_file(vector_fname) (vocab, vecs) = read_vector_file(vector_fname)
self.vocab = vocab self.vocab = vocab
self.vecs = vecs self.vecs = vecs
if self.verbose: if self.verbose:
print ' Reading encoded cards from: ' + card_fname print(' Reading encoded cards from: ' + card_fname)
print ' They\'d better be in the same order as the file used to build the vector model!' print(
' They\'d better be in the same order as the file used to build the vector model!')
with open(card_fname, 'rt') as f: with open(card_fname, 'rt') as f:
text = f.read() text = f.read()
for card_src in text.split(utils.cardsep): for card_src in text.split(utils.cardsep):
@ -179,10 +180,10 @@ class CBOW:
card.vectorize()))] card.vectorize()))]
if self.verbose: if self.verbose:
print '... Done.' print('... Done.')
print ' vocab size: ' + str(len(self.vocab)) print(' vocab size: ' + str(len(self.vocab)))
print ' raw vecs: ' + str(len(self.vecs)) print(' raw vecs: ' + str(len(self.vecs)))
print ' card vecs: ' + str(len(self.cardvecs)) print(' card vecs: ' + str(len(self.cardvecs)))
def nearest(self, card, n=5): def nearest(self, card, n=5):
return f_nearest(card, self.vocab, self.vecs, self.cardvecs, n) return f_nearest(card, self.vocab, self.vecs, self.cardvecs, n)
@ -190,6 +191,7 @@ class CBOW:
def nearest_par(self, cards, n=5, threads=cores): def nearest_par(self, cards, n=5, threads=cores):
workpool = multiprocessing.Pool(threads) workpool = multiprocessing.Pool(threads)
proto_worklist = namediff.list_split(cards, threads) proto_worklist = namediff.list_split(cards, threads)
worklist = map(lambda x: (x, self.vocab, self.vecs, self.cardvecs, n), proto_worklist) worklist = [(x, self.vocab, self.vecs, self.cardvecs, n)
for x in proto_worklist]
donelist = workpool.map(f_nearest_per_thread, worklist) donelist = workpool.map(f_nearest_per_thread, worklist)
return namediff.list_flatten(donelist) return namediff.list_flatten(donelist)

207
lib/datalib.py
View file

@ -25,11 +25,13 @@ def padrows(l):
return padded return padded
def printrows(l): def printrows(l):
for row in l: for row in l:
print row print(row)
# index management helpers # index management helpers
def index_size(d): def index_size(d):
return sum(map(lambda k: len(d[k]), d)) return sum([len(d[k]) for k in d])
def inc(d, k, obj): def inc(d, k, obj):
if k or k == 0: if k or k == 0:
@ -148,35 +150,39 @@ class Datamine:
# summarize the indices # summarize the indices
# Yes, this printing code is pretty terrible. # Yes, this printing code is pretty terrible.
def summarize(self, hsize = 10, vsize = 10, cmcsize = 20): def summarize(self, hsize = 10, vsize = 10, cmcsize = 20):
print '====================' print('====================')
print str(len(self.cards)) + ' valid cards, ' + str(len(self.invalid_cards)) + ' invalid cards.' print(str(len(self.cards)) + ' valid cards, ' +
print str(len(self.allcards)) + ' cards parsed, ' + str(len(self.unparsed_cards)) + ' failed to parse' str(len(self.invalid_cards)) + ' invalid cards.')
print '--------------------' print(str(len(self.allcards)) + ' cards parsed, ' +
print str(len(self.by_name)) + ' unique card names' str(len(self.unparsed_cards)) + ' failed to parse')
print '--------------------' print('--------------------')
print (str(len(self.by_color_inclusive)) + ' represented colors (including colorless as \'A\'), ' print(str(len(self.by_name)) + ' unique card names')
+ str(len(self.by_color)) + ' combinations') print('--------------------')
print 'Breakdown by color:' print((str(len(self.by_color_inclusive)) + ' represented colors (including colorless as \'A\'), '
rows = [self.by_color_inclusive.keys()] + str(len(self.by_color)) + ' combinations'))
print('Breakdown by color:')
rows = [list(self.by_color_inclusive.keys())]
rows += [[len(self.by_color_inclusive[k]) for k in rows[0]]] rows += [[len(self.by_color_inclusive[k]) for k in rows[0]]]
printrows(padrows(rows)) printrows(padrows(rows))
print 'Breakdown by number of colors:' print('Breakdown by number of colors:')
rows = [self.by_color_count.keys()] rows = [list(self.by_color_count.keys())]
rows += [[len(self.by_color_count[k]) for k in rows[0]]] rows += [[len(self.by_color_count[k]) for k in rows[0]]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print str(len(self.by_type_inclusive)) + ' unique card types, ' + str(len(self.by_type)) + ' combinations' print(str(len(self.by_type_inclusive)) + ' unique card types, ' +
print 'Breakdown by type:' str(len(self.by_type)) + ' combinations')
print('Breakdown by type:')
d = sorted(self.by_type_inclusive, d = sorted(self.by_type_inclusive,
lambda x,y: cmp(len(self.by_type_inclusive[x]), len(self.by_type_inclusive[y])), lambda x, y: cmp(len(self.by_type_inclusive[x]), len(
self.by_type_inclusive[y])),
reverse=True) reverse=True)
rows = [[k for k in d[:hsize]]] rows = [[k for k in d[:hsize]]]
rows += [[len(self.by_type_inclusive[k]) for k in rows[0]]] rows += [[len(self.by_type_inclusive[k]) for k in rows[0]]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print (str(len(self.by_subtype_inclusive)) + ' unique subtypes, ' print((str(len(self.by_subtype_inclusive)) + ' unique subtypes, '
+ str(len(self.by_subtype)) + ' combinations') + str(len(self.by_subtype)) + ' combinations'))
print '-- Popular subtypes: --' print('-- Popular subtypes: --')
d = sorted(self.by_subtype_inclusive, d = sorted(self.by_subtype_inclusive,
lambda x,y: cmp(len(self.by_subtype_inclusive[x]), len(self.by_subtype_inclusive[y])), lambda x,y: cmp(len(self.by_subtype_inclusive[x]), len(self.by_subtype_inclusive[y])),
reverse = True) reverse = True)
@ -184,7 +190,7 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[k, len(self.by_subtype_inclusive[k])]] rows += [[k, len(self.by_subtype_inclusive[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '-- Top combinations: --' print('-- Top combinations: --')
d = sorted(self.by_subtype, d = sorted(self.by_subtype,
lambda x,y: cmp(len(self.by_subtype[x]), len(self.by_subtype[y])), lambda x,y: cmp(len(self.by_subtype[x]), len(self.by_subtype[y])),
reverse = True) reverse = True)
@ -192,24 +198,26 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[k, len(self.by_subtype[k])]] rows += [[k, len(self.by_subtype[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print (str(len(self.by_supertype_inclusive)) + ' unique supertypes, ' print((str(len(self.by_supertype_inclusive)) + ' unique supertypes, '
+ str(len(self.by_supertype)) + ' combinations') + str(len(self.by_supertype)) + ' combinations'))
print 'Breakdown by supertype:' print('Breakdown by supertype:')
d = sorted(self.by_supertype_inclusive, d = sorted(self.by_supertype_inclusive,
lambda x,y: cmp(len(self.by_supertype_inclusive[x]),len(self.by_supertype_inclusive[y])), lambda x, y: cmp(len(self.by_supertype_inclusive[x]), len(
self.by_supertype_inclusive[y])),
reverse=True) reverse=True)
rows = [[k for k in d[:hsize]]] rows = [[k for k in d[:hsize]]]
rows += [[len(self.by_supertype_inclusive[k]) for k in rows[0]]] rows += [[len(self.by_supertype_inclusive[k]) for k in rows[0]]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print str(len(self.by_cmc)) + ' different CMCs, ' + str(len(self.by_cost)) + ' unique mana costs' print(str(len(self.by_cmc)) + ' different CMCs, ' +
print 'Breakdown by CMC:' str(len(self.by_cost)) + ' unique mana costs')
print('Breakdown by CMC:')
d = sorted(self.by_cmc, reverse=False) d = sorted(self.by_cmc, reverse=False)
rows = [[k for k in d[:cmcsize]]] rows = [[k for k in d[:cmcsize]]]
rows += [[len(self.by_cmc[k]) for k in rows[0]]] rows += [[len(self.by_cmc[k]) for k in rows[0]]]
printrows(padrows(rows)) printrows(padrows(rows))
print '-- Popular mana costs: --' print('-- Popular mana costs: --')
d = sorted(self.by_cost, d = sorted(self.by_cost,
lambda x,y: cmp(len(self.by_cost[x]), len(self.by_cost[y])), lambda x,y: cmp(len(self.by_cost[x]), len(self.by_cost[y])),
reverse = True) reverse = True)
@ -217,12 +225,12 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[utils.from_mana(k), len(self.by_cost[k])]] rows += [[utils.from_mana(k), len(self.by_cost[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print str(len(self.by_pt)) + ' unique p/t combinations' print(str(len(self.by_pt)) + ' unique p/t combinations')
if len(self.by_power) > 0 and len(self.by_toughness) > 0: if len(self.by_power) > 0 and len(self.by_toughness) > 0:
print ('Largest power: ' + str(max(map(len, self.by_power)) - 1) + print(('Largest power: ' + str(max(list(map(len, self.by_power))) - 1) +
', largest toughness: ' + str(max(map(len, self.by_toughness)) - 1)) ', largest toughness: ' + str(max(list(map(len, self.by_toughness))) - 1)))
print '-- Popular p/t values: --' print('-- Popular p/t values: --')
d = sorted(self.by_pt, d = sorted(self.by_pt,
lambda x,y: cmp(len(self.by_pt[x]), len(self.by_pt[y])), lambda x,y: cmp(len(self.by_pt[x]), len(self.by_pt[y])),
reverse = True) reverse = True)
@ -230,8 +238,8 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[utils.from_unary(k), len(self.by_pt[k])]] rows += [[utils.from_unary(k), len(self.by_pt[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
print 'Loyalty values:' print('Loyalty values:')
d = sorted(self.by_loyalty, d = sorted(self.by_loyalty,
lambda x,y: cmp(len(self.by_loyalty[x]), len(self.by_loyalty[y])), lambda x,y: cmp(len(self.by_loyalty[x]), len(self.by_loyalty[y])),
reverse = True) reverse = True)
@ -239,13 +247,13 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[utils.from_unary(k), len(self.by_loyalty[k])]] rows += [[utils.from_unary(k), len(self.by_loyalty[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '--------------------' print('--------------------')
if len(self.by_textlen) > 0 and len(self.by_textlines) > 0: if len(self.by_textlen) > 0 and len(self.by_textlines) > 0:
print('Card text ranges from ' + str(min(self.by_textlen)) + ' to ' print(('Card text ranges from ' + str(min(self.by_textlen)) + ' to '
+ str(max(self.by_textlen)) + ' characters in length') + str(max(self.by_textlen)) + ' characters in length'))
print('Card text ranges from ' + str(min(self.by_textlines)) + ' to ' print(('Card text ranges from ' + str(min(self.by_textlines)) + ' to '
+ str(max(self.by_textlines)) + ' lines') + str(max(self.by_textlines)) + ' lines'))
print '-- Line counts by frequency: --' print('-- Line counts by frequency: --')
d = sorted(self.by_textlines, d = sorted(self.by_textlines,
lambda x,y: cmp(len(self.by_textlines[x]), len(self.by_textlines[y])), lambda x,y: cmp(len(self.by_textlines[x]), len(self.by_textlines[y])),
reverse = True) reverse = True)
@ -253,29 +261,29 @@ class Datamine:
for k in d[0:vsize]: for k in d[0:vsize]:
rows += [[k, len(self.by_textlines[k])]] rows += [[k, len(self.by_textlines[k])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '====================' print('====================')
# describe outliers in the indices # describe outliers in the indices
def outliers(self, hsize=10, vsize=10, dump_invalid=False): def outliers(self, hsize=10, vsize=10, dump_invalid=False):
print '********************' print('********************')
print 'Overview of indices:' print('Overview of indices:')
rows = [['Index Name', 'Keys', 'Total Members']] rows = [['Index Name', 'Keys', 'Total Members']]
for index in self.indices: for index in self.indices:
rows += [[index, len(self.indices[index]), index_size(self.indices[index])]] rows += [[index, len(self.indices[index]),
index_size(self.indices[index])]]
printrows(padrows(rows)) printrows(padrows(rows))
print '********************' print('********************')
if len(self.by_name) > 0: if len(self.by_name) > 0:
scardname = sorted(self.by_name, scardname = sorted(self.by_name,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=False)[0] reverse=False)[0]
print 'Shortest Cardname: (' + str(len(scardname)) + ')' print('Shortest Cardname: (' + str(len(scardname)) + ')')
print ' ' + scardname print(' ' + scardname)
lcardname = sorted(self.by_name, lcardname = sorted(self.by_name,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Longest Cardname: (' + str(len(lcardname)) + ')' print('Longest Cardname: (' + str(len(lcardname)) + ')')
print ' ' + lcardname print(' ' + lcardname)
d = sorted(self.by_name, d = sorted(self.by_name,
lambda x,y: cmp(len(self.by_name[x]), len(self.by_name[y])), lambda x,y: cmp(len(self.by_name[x]), len(self.by_name[y])),
reverse = True) reverse = True)
@ -286,94 +294,95 @@ class Datamine:
if rows == []: if rows == []:
print('No duplicated cardnames') print('No duplicated cardnames')
else: else:
print '-- Most duplicated names: --' print('-- Most duplicated names: --')
printrows(padrows(rows)) printrows(padrows(rows))
else: else:
print 'No cards indexed by name?' print('No cards indexed by name?')
print '--------------------' print('--------------------')
if len(self.by_type) > 0: if len(self.by_type) > 0:
ltypes = sorted(self.by_type, ltypes = sorted(self.by_type,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Longest card type: (' + str(len(ltypes)) + ')' print('Longest card type: (' + str(len(ltypes)) + ')')
print ' ' + ltypes print(' ' + ltypes)
else: else:
print 'No cards indexed by type?' print('No cards indexed by type?')
if len(self.by_subtype) > 0: if len(self.by_subtype) > 0:
lsubtypes = sorted(self.by_subtype, lsubtypes = sorted(self.by_subtype,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Longest subtype: (' + str(len(lsubtypes)) + ')' print('Longest subtype: (' + str(len(lsubtypes)) + ')')
print ' ' + lsubtypes print(' ' + lsubtypes)
else: else:
print 'No cards indexed by subtype?' print('No cards indexed by subtype?')
if len(self.by_supertype) > 0: if len(self.by_supertype) > 0:
lsupertypes = sorted(self.by_supertype, lsupertypes = sorted(self.by_supertype,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Longest supertype: (' + str(len(lsupertypes)) + ')' print('Longest supertype: (' + str(len(lsupertypes)) + ')')
print ' ' + lsupertypes print(' ' + lsupertypes)
else: else:
print 'No cards indexed by supertype?' print('No cards indexed by supertype?')
print '--------------------' print('--------------------')
if len(self.by_cost) > 0: if len(self.by_cost) > 0:
lcost = sorted(self.by_cost, lcost = sorted(self.by_cost,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Longest mana cost: (' + str(len(lcost)) + ')' print('Longest mana cost: (' + str(len(lcost)) + ')')
print ' ' + utils.from_mana(lcost) print(' ' + utils.from_mana(lcost))
print '\n' + plimit(self.by_cost[lcost][0].encode()) + '\n' print('\n' + plimit(self.by_cost[lcost][0].encode()) + '\n')
else: else:
print 'No cards indexed by cost?' print('No cards indexed by cost?')
if len(self.by_cmc) > 0: if len(self.by_cmc) > 0:
lcmc = sorted(self.by_cmc, reverse=True)[0] lcmc = sorted(self.by_cmc, reverse=True)[0]
print 'Largest cmc: (' + str(lcmc) + ')' print('Largest cmc: (' + str(lcmc) + ')')
print ' ' + str(self.by_cmc[lcmc][0].cost) print(' ' + str(self.by_cmc[lcmc][0].cost))
print '\n' + plimit(self.by_cmc[lcmc][0].encode()) print('\n' + plimit(self.by_cmc[lcmc][0].encode()))
else: else:
print 'No cards indexed by cmc?' print('No cards indexed by cmc?')
print '--------------------' print('--------------------')
if len(self.by_power) > 0: if len(self.by_power) > 0:
lpower = sorted(self.by_power, lpower = sorted(self.by_power,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Largest creature power: ' + utils.from_unary(lpower) print('Largest creature power: ' + utils.from_unary(lpower))
print '\n' + plimit(self.by_power[lpower][0].encode()) + '\n' print('\n' + plimit(self.by_power[lpower][0].encode()) + '\n')
else: else:
print 'No cards indexed by power?' print('No cards indexed by power?')
if len(self.by_toughness) > 0: if len(self.by_toughness) > 0:
ltoughness = sorted(self.by_toughness, ltoughness = sorted(self.by_toughness,
lambda x, y: cmp(len(x), len(y)), lambda x, y: cmp(len(x), len(y)),
reverse=True)[0] reverse=True)[0]
print 'Largest creature toughness: ' + utils.from_unary(ltoughness) print('Largest creature toughness: ' +
print '\n' + plimit(self.by_toughness[ltoughness][0].encode()) utils.from_unary(ltoughness))
print('\n' + plimit(self.by_toughness[ltoughness][0].encode()))
else: else:
print 'No cards indexed by toughness?' print('No cards indexed by toughness?')
print '--------------------' print('--------------------')
if len(self.by_textlines) > 0: if len(self.by_textlines) > 0:
llines = sorted(self.by_textlines, reverse=True)[0] llines = sorted(self.by_textlines, reverse=True)[0]
print 'Most lines of text in a card: ' + str(llines) print('Most lines of text in a card: ' + str(llines))
print '\n' + plimit(self.by_textlines[llines][0].encode()) + '\n' print('\n' + plimit(self.by_textlines[llines][0].encode()) + '\n')
else: else:
print 'No cards indexed by line count?' print('No cards indexed by line count?')
if len(self.by_textlen) > 0: if len(self.by_textlen) > 0:
ltext = sorted(self.by_textlen, reverse=True)[0] ltext = sorted(self.by_textlen, reverse=True)[0]
print 'Most chars in a card text: ' + str(ltext) print('Most chars in a card text: ' + str(ltext))
print '\n' + plimit(self.by_textlen[ltext][0].encode()) print('\n' + plimit(self.by_textlen[ltext][0].encode()))
else: else:
print 'No cards indexed by char count?' print('No cards indexed by char count?')
print '--------------------' print('--------------------')
print 'There were ' + str(len(self.invalid_cards)) + ' invalid cards.' print('There were ' + str(len(self.invalid_cards)) + ' invalid cards.')
if dump_invalid: if dump_invalid:
for card in self.invalid_cards: for card in self.invalid_cards:
print '\n' + repr(card.fields) print('\n' + repr(card.fields))
elif len(self.invalid_cards) > 0: elif len(self.invalid_cards) > 0:
print 'Not summarizing.' print('Not summarizing.')
print '--------------------' print('--------------------')
print 'There were ' + str(len(self.unparsed_cards)) + ' unparsed cards.' print('There were ' + str(len(self.unparsed_cards)) + ' unparsed cards.')
if dump_invalid: if dump_invalid:
for card in self.unparsed_cards: for card in self.unparsed_cards:
print '\n' + repr(card.fields) print('\n' + repr(card.fields))
elif len(self.unparsed_cards) > 0: elif len(self.unparsed_cards) > 0:
print 'Not summarizing.' print('Not summarizing.')
print '====================' print('====================')

14
lib/jdecode.py
View file

@ -63,7 +63,7 @@ def mtg_open_json(fname, verbose = False):
#print bsides[uid] #print bsides[uid]
if verbose: if verbose:
print 'Opened ' + str(len(allcards)) + ' uniquely named cards.' print('Opened ' + str(len(allcards)) + ' uniquely named cards.')
return allcards return allcards
# filters to ignore some undesirable cards, only used when opening json # filters to ignore some undesirable cards, only used when opening json
@ -91,7 +91,7 @@ def mtg_open_file(fname, verbose = False,
if fname[-5:] == '.json': if fname[-5:] == '.json':
if verbose: if verbose:
print 'This looks like a json file: ' + fname print('This looks like a json file: ' + fname)
json_srcs = mtg_open_json(fname, verbose) json_srcs = mtg_open_json(fname, verbose)
# sorted for stability # sorted for stability
for json_cardname in sorted(json_srcs): for json_cardname in sorted(json_srcs):
@ -136,7 +136,7 @@ def mtg_open_file(fname, verbose = False,
# fall back to opening a normal encoded file # fall back to opening a normal encoded file
else: else:
if verbose: if verbose:
print 'Opening encoded card file: ' + fname print('Opening encoded card file: ' + fname)
with open(fname, 'rt') as f: with open(fname, 'rt') as f:
text = f.read() text = f.read()
for card_src in text.split(utils.cardsep): for card_src in text.split(utils.cardsep):
@ -152,8 +152,8 @@ def mtg_open_file(fname, verbose = False,
unparsed += 1 unparsed += 1
if verbose: if verbose:
print (str(valid) + ' valid, ' + str(skipped) + ' skipped, ' print((str(valid) + ' valid, ' + str(skipped) + ' skipped, '
+ str(invalid) + ' invalid, ' + str(unparsed) + ' failed to parse.') + str(invalid) + ' invalid, ' + str(unparsed) + ' failed to parse.'))
good_count = 0 good_count = 0
bad_count = 0 bad_count = 0
@ -168,7 +168,7 @@ def mtg_open_file(fname, verbose = False,
break break
# random heuristic # random heuristic
if bad_count > 10: if bad_count > 10:
print 'WARNING: Saw a bunch of unparsed cards:' print('WARNING: Saw a bunch of unparsed cards:')
print ' Is this a legacy format, you may need to specify the field order.' print(' Is this a legacy format, you may need to specify the field order.')
return cards return cards

2
lib/manalib.py
View file

@ -136,7 +136,7 @@ class Manacost:
else: else:
ld = '' ld = ''
rd = '' rd = ''
return ' '.join(map(lambda s: ld + s + rd, sorted(self.sequence))) return ' '.join([ld + s + rd for s in sorted(self.sequence)])
class Manatext: class Manatext:

25
lib/namediff.py
View file

@ -48,7 +48,7 @@ def f_nearest_per_thread(workitem):
(worknames, names, n) = workitem (worknames, names, n) = workitem
# each thread (well, process) needs to generate its own matchers # each thread (well, process) needs to generate its own matchers
matchers = [difflib.SequenceMatcher(b=name, autojunk=False) for name in names] matchers = [difflib.SequenceMatcher(b=name, autojunk=False) for name in names]
return map(lambda name: f_nearest(name, matchers, n), worknames) return [f_nearest(name, matchers, n) for name in worknames]
class Namediff: class Namediff:
def __init__(self, verbose = True, def __init__(self, verbose = True,
@ -59,10 +59,10 @@ class Namediff:
self.cardstrings = {} self.cardstrings = {}
if self.verbose: if self.verbose:
print 'Setting up namediff...' print('Setting up namediff...')
if self.verbose: if self.verbose:
print ' Reading names from: ' + json_fname print(' Reading names from: ' + json_fname)
json_srcs = jdecode.mtg_open_json(json_fname, verbose) json_srcs = jdecode.mtg_open_json(json_fname, verbose)
namecount = 0 namecount = 0
for json_cardname in sorted(json_srcs): for json_cardname in sorted(json_srcs):
@ -81,7 +81,7 @@ class Namediff:
jnum = '' jnum = ''
if name in self.names: if name in self.names:
print ' Duplicate name ' + name + ', ignoring.' print(' Duplicate name ' + name + ', ignoring.')
else: else:
self.names[name] = jname self.names[name] = jname
self.cardstrings[name] = card.encode() self.cardstrings[name] = card.encode()
@ -91,13 +91,15 @@ class Namediff:
self.codes[name] = '' self.codes[name] = ''
namecount += 1 namecount += 1
print ' Read ' + str(namecount) + ' unique cardnames' print(' Read ' + str(namecount) + ' unique cardnames')
print ' Building SequenceMatcher objects.' print(' Building SequenceMatcher objects.')
self.matchers = [difflib.SequenceMatcher(b=n, autojunk=False) for n in self.names] self.matchers = [difflib.SequenceMatcher(
self.card_matchers = [difflib.SequenceMatcher(b=self.cardstrings[n], autojunk=False) for n in self.cardstrings] b=n, autojunk=False) for n in self.names]
self.card_matchers = [difflib.SequenceMatcher(
b=self.cardstrings[n], autojunk=False) for n in self.cardstrings]
print '... Done.' print('... Done.')
def nearest(self, name, n=3): def nearest(self, name, n=3):
return f_nearest(name, self.matchers, n) return f_nearest(name, self.matchers, n)
@ -105,7 +107,7 @@ class Namediff:
def nearest_par(self, names, n=3, threads=cores): def nearest_par(self, names, n=3, threads=cores):
workpool = multiprocessing.Pool(threads) workpool = multiprocessing.Pool(threads)
proto_worklist = list_split(names, threads) proto_worklist = list_split(names, threads)
worklist = map(lambda x: (x, self.names, n), proto_worklist) worklist = [(x, self.names, n) for x in proto_worklist]
donelist = workpool.map(f_nearest_per_thread, worklist) donelist = workpool.map(f_nearest_per_thread, worklist)
return list_flatten(donelist) return list_flatten(donelist)
@ -115,6 +117,7 @@ class Namediff:
def nearest_card_par(self, cards, n=5, threads=cores): def nearest_card_par(self, cards, n=5, threads=cores):
workpool = multiprocessing.Pool(threads) workpool = multiprocessing.Pool(threads)
proto_worklist = list_split(cards, threads) proto_worklist = list_split(cards, threads)
worklist = map(lambda x: (map(lambda c: c.encode(), x), self.cardstrings.values(), n), proto_worklist) worklist = [([c.encode() for c in x], list(
self.cardstrings.values()), n) for x in proto_worklist]
donelist = workpool.map(f_nearest_per_thread, worklist) donelist = workpool.map(f_nearest_per_thread, worklist)
return list_flatten(donelist) return list_flatten(donelist)

6
lib/nltk_model.py
View file

@ -11,7 +11,7 @@
# an attempt was made to preserve the exact functionality of this code, # an attempt was made to preserve the exact functionality of this code,
# hampered somewhat by its brokenness # hampered somewhat by its brokenness
from __future__ import unicode_literals
from math import log from math import log
@ -169,9 +169,9 @@ class NgramModel(ModelI):
# fixed # fixed
def _words_following(self, context, cond_freq_dist): def _words_following(self, context, cond_freq_dist):
for ctxt in cond_freq_dist.iterkeys(): for ctxt in cond_freq_dist.keys():
if ctxt == context: if ctxt == context:
yield cond_freq_dist[ctxt].keys() yield list(cond_freq_dist[ctxt].keys())
def prob(self, word, context): def prob(self, word, context):
""" """

38
lib/transforms.py
View file

@ -144,7 +144,7 @@ def text_pass_4b_x(s):
s = s.replace(' x ', ' ' + x_marker + ' ') s = s.replace(' x ', ' ' + x_marker + ' ')
s = s.replace('x:', x_marker + ':') s = s.replace('x:', x_marker + ':')
s = s.replace('x~', x_marker + '~') s = s.replace('x~', x_marker + '~')
s = s.replace(u'x\u2014', x_marker + u'\u2014') s = s.replace('x\u2014', x_marker + '\u2014')
s = s.replace('x.', x_marker + '.') s = s.replace('x.', x_marker + '.')
s = s.replace('x,', x_marker + ',') s = s.replace('x,', x_marker + ',')
s = s.replace('x is', x_marker + ' is') s = s.replace('x is', x_marker + ' is')
@ -359,7 +359,8 @@ def text_pass_7_choice(s):
# to '[n = ability = ability]\n' # to '[n = ability = ability]\n'
def choice_formatting_helper(s_helper, prefix, count, suffix = ''): def choice_formatting_helper(s_helper, prefix, count, suffix = ''):
single_choices = re.findall(ur'(' + prefix + ur'\n?(\u2022.*(\n|$))+)', s_helper) single_choices = re.findall(
r'(' + prefix + r'\n?(\u2022.*(\n|$))+)', s_helper)
for choice in single_choices: for choice in single_choices:
newchoice = choice[0] newchoice = choice[0]
newchoice = newchoice.replace(prefix, unary_marker + (unary_counter * count) + suffix) newchoice = newchoice.replace(prefix, unary_marker + (unary_counter * count) + suffix)
@ -371,20 +372,23 @@ def text_pass_7_choice(s):
s_helper = s_helper.replace(choice[0], newchoice) s_helper = s_helper.replace(choice[0], newchoice)
return s_helper return s_helper
s = choice_formatting_helper(s, ur'choose one \u2014', 1) s = choice_formatting_helper(s, r'choose one \u2014', 1)
s = choice_formatting_helper(s, ur'choose one \u2014 ', 1) # ty Promise of Power s = choice_formatting_helper(
s = choice_formatting_helper(s, ur'choose two \u2014', 2) s, r'choose one \u2014 ', 1) # ty Promise of Power
s = choice_formatting_helper(s, ur'choose two \u2014 ', 2) # ty Profane Command s = choice_formatting_helper(s, r'choose two \u2014', 2)
s = choice_formatting_helper(s, ur'choose one or both \u2014', 0) s = choice_formatting_helper(
s = choice_formatting_helper(s, ur'choose one or more \u2014', 0) s, r'choose two \u2014 ', 2) # ty Profane Command
s = choice_formatting_helper(s, ur'choose khans or dragons.', 1) s = choice_formatting_helper(s, r'choose one or both \u2014', 0)
# this is for 'an opponent chooses one', which will be a bit weird but still work out s = choice_formatting_helper(s, r'choose one or more \u2014', 0)
s = choice_formatting_helper(s, ur'chooses one \u2014', 1) s = choice_formatting_helper(s, r'choose khans or dragons.', 1)
# this is for 'an opponent chooses one', which will be a bit weird but
# still work out
s = choice_formatting_helper(s, r'chooses one \u2014', 1)
# Demonic Pact has 'choose one that hasn't been chosen'... # Demonic Pact has 'choose one that hasn't been chosen'...
s = choice_formatting_helper(s, ur"choose one that hasn't been chosen \u2014", 1, s = choice_formatting_helper(s, r"choose one that hasn't been chosen \u2014", 1,
suffix=" that hasn't been chosen") suffix=" that hasn't been chosen")
# 'choose n. you may choose the same mode more than once.' # 'choose n. you may choose the same mode more than once.'
s = choice_formatting_helper(s, ur'choose three. you may choose the same mode more than once.', 3, s = choice_formatting_helper(s, r'choose three. you may choose the same mode more than once.', 3,
suffix='. you may choose the same mode more than once.') suffix='. you may choose the same mode more than once.')
return s return s
@ -409,7 +413,7 @@ def text_pass_8_equip(s):
else: else:
s = equip + '\n' + s s = equip + '\n' + s
nonmana = re.findall(ur'(equip\u2014.*(\n|$))', s) nonmana = re.findall(r'(equip\u2014.*(\n|$))', s)
if len(nonmana) == 1: if len(nonmana) == 1:
equip = nonmana[0][0] equip = nonmana[0][0]
s = s.replace('\n' + equip, '') s = s.replace('\n' + equip, '')
@ -470,7 +474,7 @@ def text_pass_11_linetrans(s):
postlines += [subline] postlines += [subline]
else: else:
keylines += [subline] keylines += [subline]
elif u'\u2014' in line and not u' \u2014 ' in line: elif '\u2014' in line and not ' \u2014 ' in line:
if 'equip' in line or 'enchant' in line: if 'equip' in line or 'enchant' in line:
prelines += [line] prelines += [line]
elif 'countertype' in line or 'kicker' in line: elif 'countertype' in line or 'kicker' in line:
@ -669,6 +673,6 @@ def text_unpass_7_newlines(s):
def text_unpass_8_unicode(s): def text_unpass_8_unicode(s):
s = s.replace(dash_marker, u'\u2014') s = s.replace(dash_marker, '\u2014')
s = s.replace(bullet_marker, u'\u2022') s = s.replace(bullet_marker, '\u2022')
return s return s

30
lib/utils.py
View file

@ -83,20 +83,20 @@ json_field_info_code = config.json_field_info_code
# unicode / ascii conversion # unicode / ascii conversion
unicode_trans = { unicode_trans = {
u'\u2014' : dash_marker, # unicode long dash '\u2014': dash_marker, # unicode long dash
u'\u2022' : bullet_marker, # unicode bullet '\u2022': bullet_marker, # unicode bullet
u'\u2019' : '"', # single quote '\u2019': '"', # single quote
u'\u2018' : '"', # single quote '\u2018': '"', # single quote
u'\u2212' : '-', # minus sign '\u2212': '-', # minus sign
u'\xe6' : 'ae', # ae symbol '\xe6': 'ae', # ae symbol
u'\xfb' : 'u', # u with caret '\xfb': 'u', # u with caret
u'\xfa' : 'u', # u with accent '\xfa': 'u', # u with accent
u'\xe9' : 'e', # e with accent '\xe9': 'e', # e with accent
u'\xe1' : 'a', # a with accent '\xe1': 'a', # a with accent
u'\xe0' : 'a', # a with accent going the other way '\xe0': 'a', # a with accent going the other way
u'\xe2' : 'a', # a with caret '\xe2': 'a', # a with caret
u'\xf6' : 'o', # o with umlaut '\xf6': 'o', # o with umlaut
u'\xed' : 'i', # i with accent '\xed': 'i', # i with accent
} }
# this one is one-way only # this one is one-way only
@ -121,7 +121,7 @@ def to_unary(s, warn = False):
elif i > unary_max: elif i > unary_max:
i = unary_max i = unary_max
if warn: if warn:
print s print(s)
s = s.replace(n, unary_marker + unary_counter * i) s = s.replace(n, unary_marker + unary_counter * i)
else: else:
s = s.replace(n, unary_marker + unary_counter * i) s = s.replace(n, unary_marker + unary_counter * i)

10
scripts/analysis.py
View file

@ -35,14 +35,16 @@ def annotate_values(values):
def print_statistics(stats, ident = 0): def print_statistics(stats, ident = 0):
for k in stats: for k in stats:
if isinstance(stats[k], OrderedDict): if isinstance(stats[k], OrderedDict):
print(' ' * ident + str(k) + ':') print((' ' * ident + str(k) + ':'))
print_statistics(stats[k], ident=ident + 2) print_statistics(stats[k], ident=ident + 2)
elif isinstance(stats[k], dict): elif isinstance(stats[k], dict):
print(' ' * ident + str(k) + ': <dict with ' + str(len(stats[k])) + ' entries>') print((' ' * ident + str(k) + ': <dict with ' +
str(len(stats[k])) + ' entries>'))
elif isinstance(stats[k], list): elif isinstance(stats[k], list):
print(' ' * ident + str(k) + ': <list with ' + str(len(stats[k])) + ' entries>') print((' ' * ident + str(k) + ': <list with ' +
str(len(stats[k])) + ' entries>'))
else: else:
print(' ' * ident + str(k) + ': ' + str(stats[k])) print((' ' * ident + str(k) + ': ' + str(stats[k])))
def get_statistics(fname, lm = None, sep = False, verbose=False): def get_statistics(fname, lm = None, sep = False, verbose=False):
stats = OrderedDict() stats = OrderedDict()

4
scripts/autosample.py
View file

@ -22,7 +22,7 @@ def sample(cp, temp, count, seed = None, ident = 'output'):
+ ' -seed ' + str(seed) + ' -seed ' + str(seed)
+ ' >> ' + outfile) + ' >> ' + outfile)
if os.path.exists(outfile): if os.path.exists(outfile):
print(outfile + ' already exists, skipping') print((outfile + ' already exists, skipping'))
return False return False
else: else:
# UNSAFE SHELL=TRUE FOR CONVENIENCE # UNSAFE SHELL=TRUE FOR CONVENIENCE
@ -45,7 +45,7 @@ def find_best_cp(cpdir):
def process_dir(cpdir, temp, count, seed = None, ident = 'output', verbose = False): def process_dir(cpdir, temp, count, seed = None, ident = 'output', verbose = False):
if verbose: if verbose:
print('processing ' + cpdir) print(('processing ' + cpdir))
best_cp = find_best_cp(cpdir) best_cp = find_best_cp(cpdir)
if not best_cp is None: if not best_cp is None:
sample(best_cp, temp, count, seed=seed, ident=ident) sample(best_cp, temp, count, seed=seed, ident=ident)

11
scripts/collect_checkpoints.py
View file

@ -47,20 +47,21 @@ def process_dir(basedir, targetdir, ident, copy_cp = False, verbose = False):
cp_infos = identify_checkpoints(basedir, ident) cp_infos = identify_checkpoints(basedir, ident)
for (dpath, cpath, (epoch, vloss, temp)) in cp_infos: for (dpath, cpath, (epoch, vloss, temp)) in cp_infos:
if verbose: if verbose:
print('found dumpfile ' + dpath) print(('found dumpfile ' + dpath))
dname = basedirname + '_epoch' + epoch + '_' + vloss + '.' + ident + '.' + temp + '.txt' dname = basedirname + '_epoch' + epoch + '_' + \
vloss + '.' + ident + '.' + temp + '.txt'
cname = basedirname + '_epoch' + epoch + '_' + vloss + '.t7' cname = basedirname + '_epoch' + epoch + '_' + vloss + '.t7'
tdpath = os.path.join(targetdir, dname) tdpath = os.path.join(targetdir, dname)
tcpath = os.path.join(targetdir, cname) tcpath = os.path.join(targetdir, cname)
if verbose: if verbose:
print(' cpx ' + dpath + ' ' + tdpath) print((' cpx ' + dpath + ' ' + tdpath))
with open(dpath, 'rt') as infile: with open(dpath, 'rt') as infile:
with open(tdpath, 'wt') as outfile: with open(tdpath, 'wt') as outfile:
outfile.write(cleanup_dump(infile.read())) outfile.write(cleanup_dump(infile.read()))
if copy_cp: if copy_cp:
if os.path.isfile(cpath): if os.path.isfile(cpath):
if verbose: if verbose:
print(' cp ' + cpath + ' ' + tcpath) print((' cp ' + cpath + ' ' + tcpath))
shutil.copy(cpath, tcpath) shutil.copy(cpath, tcpath)
if copy_cp and len(cp_infos) > 0: if copy_cp and len(cp_infos) > 0:
@ -68,7 +69,7 @@ def process_dir(basedir, targetdir, ident, copy_cp = False, verbose = False):
tcmdpath = os.path.join(targetdir, basedirname + '.command') tcmdpath = os.path.join(targetdir, basedirname + '.command')
if os.path.isfile(cmdpath): if os.path.isfile(cmdpath):
if verbose: if verbose:
print(' cp ' + cmdpath + ' ' + tcmdpath) print((' cp ' + cmdpath + ' ' + tcmdpath))
shutil.copy(cmdpath, tcmdpath) shutil.copy(cmdpath, tcmdpath)
for path in os.listdir(basedir): for path in os.listdir(basedir):

8
scripts/distances.py
View file

@ -19,14 +19,14 @@ def main(fname, oname, verbose = True, parallel = True):
cbow = CBOW() cbow = CBOW()
if verbose: if verbose:
print 'Computing nearest names...' print('Computing nearest names...')
if parallel: if parallel:
nearest_names = namediff.nearest_par(map(lambda c: c.name, cards), n=1) nearest_names = namediff.nearest_par([c.name for c in cards], n=1)
else: else:
nearest_names = [namediff.nearest(c.name, n=1) for c in cards] nearest_names = [namediff.nearest(c.name, n=1) for c in cards]
if verbose: if verbose:
print 'Computing nearest cards...' print('Computing nearest cards...')
if parallel: if parallel:
nearest_cards = cbow.nearest_par(cards, n=1) nearest_cards = cbow.nearest_par(cards, n=1)
else: else:
@ -45,7 +45,7 @@ def main(fname, oname, verbose = True, parallel = True):
# nearest_cards_text = [namediff.nearest_card(c, n=1) for c in cards] # nearest_cards_text = [namediff.nearest_card(c, n=1) for c in cards]
if verbose: if verbose:
print '...Done.' print('...Done.')
# write to a file to store the data, this is a terribly long computation # write to a file to store the data, this is a terribly long computation
# we could also just store this same info in the cards themselves as more fields... # we could also just store this same info in the cards themselves as more fields...

29
scripts/keydiff.py
View file

@ -2,7 +2,7 @@
def parse_keyfile(f, d, constructor = lambda x: x): def parse_keyfile(f, d, constructor = lambda x: x):
for line in f: for line in f:
kv = map(lambda s: s.strip(), line.split(':')) kv = [s.strip() for s in line.split(':')]
if not len(kv) == 2: if not len(kv) == 2:
continue continue
d[kv[0]] = constructor(kv[1]) d[kv[0]] = constructor(kv[1])
@ -18,8 +18,8 @@ def merge_dicts(d1, d2):
def main(fname1, fname2, verbose = True): def main(fname1, fname2, verbose = True):
if verbose: if verbose:
print 'opening ' + fname1 + ' as base key/value store' print('opening ' + fname1 + ' as base key/value store')
print 'opening ' + fname2 + ' as target key/value store' print('opening ' + fname2 + ' as target key/value store')
d1 = {} d1 = {}
d2 = {} d2 = {}
@ -32,8 +32,8 @@ def main(fname1, fname2, verbose = True):
tot2 = sum(d2.values()) tot2 = sum(d2.values())
if verbose: if verbose:
print ' ' + fname1 + ': ' + str(len(d1)) + ', total ' + str(tot1) print(' ' + fname1 + ': ' + str(len(d1)) + ', total ' + str(tot1))
print ' ' + fname2 + ': ' + str(len(d2)) + ', total ' + str(tot2) print(' ' + fname2 + ': ' + str(len(d2)) + ', total ' + str(tot2))
d_merged = merge_dicts(d1, d2) d_merged = merge_dicts(d1, d2)
@ -49,20 +49,21 @@ def main(fname1, fname2, verbose = True):
else: else:
ratios[k] = float(v2 * tot1) / float(v1 * tot2) ratios[k] = float(v2 * tot1) / float(v1 * tot2)
print 'shared: ' + str(len(ratios)) print('shared: ' + str(len(ratios)))
for k in sorted(ratios, lambda x, y: cmp(d2[x], d2[y]), reverse=True): for k in sorted(ratios, lambda x, y: cmp(d2[x], d2[y]), reverse=True):
print ' ' + k + ': ' + str(d2[k]) + '/' + str(d1[k]) + ' (' + str(ratios[k]) + ')' print(' ' + k + ': ' + str(d2[k]) + '/' +
print '' str(d1[k]) + ' (' + str(ratios[k]) + ')')
print('')
print '1 only: ' + str(len(only_1)) print('1 only: ' + str(len(only_1)))
for k in sorted(only_1, lambda x, y: cmp(d1[x], d1[y]), reverse=True): for k in sorted(only_1, lambda x, y: cmp(d1[x], d1[y]), reverse=True):
print ' ' + k + ': ' + str(d1[k]) print(' ' + k + ': ' + str(d1[k]))
print '' print('')
print '2 only: ' + str(len(only_2)) print('2 only: ' + str(len(only_2)))
for k in sorted(only_2, lambda x, y: cmp(d2[x], d2[y]), reverse=True): for k in sorted(only_2, lambda x, y: cmp(d2[x], d2[y]), reverse=True):
print ' ' + k + ': ' + str(d2[k]) print(' ' + k + ': ' + str(d2[k]))
print '' print('')
if __name__ == '__main__': if __name__ == '__main__':

44
scripts/mtg_validate.py
View file

@ -91,13 +91,13 @@ def check_X(card):
lcosts = mt.costs[:actcosts] lcosts = mt.costs[:actcosts]
rcosts = mt.costs[actcosts:] rcosts = mt.costs[actcosts:]
if 'X' in sides[0] or (utils.reserved_mana_marker in sides[0] and if 'X' in sides[0] or (utils.reserved_mana_marker in sides[0] and
'X' in ''.join(map(lambda c: c.encode(), lcosts))): 'X' in ''.join([c.encode() for c in lcosts])):
if incost: if incost:
return False # bad, duplicated Xs in costs return False # bad, duplicated Xs in costs
if 'X' in sides[1] or (utils.reserved_mana_marker in sides[1] and if 'X' in sides[1] or (utils.reserved_mana_marker in sides[1] and
'X' in ''.join(map(lambda c: c.encode(), rcosts))): 'X' in ''.join([c.encode() for c in rcosts])):
correct = True # good, defined X is either specified or used correct = True # good, defined X is either specified or used
if 'monstrosity' in sides[1]: if 'monstrosity' in sides[1]:
extra_cost_lines += 1 extra_cost_lines += 1
@ -384,9 +384,9 @@ def process_props(cards, dump = False, uncovered = False):
if card.name not in ['demonic pact', 'lavaclaw reaches', if card.name not in ['demonic pact', 'lavaclaw reaches',
"ertai's trickery", 'rumbling aftershocks', # i hate these "ertai's trickery", 'rumbling aftershocks', # i hate these
] and dump: ] and dump:
print('---- ' + prop + ' ----') print(('---- ' + prop + ' ----'))
print(card.encode()) print((card.encode()))
print(card.format()) print((card.format()))
values[prop] = (total, good, bad) values[prop] = (total, good, bad)
if overall: if overall:
total_good += 1 total_good += 1
@ -396,8 +396,8 @@ def process_props(cards, dump = False, uncovered = False):
total_uncovered += 1 total_uncovered += 1
if uncovered: if uncovered:
print('---- uncovered ----') print('---- uncovered ----')
print(card.encode()) print((card.encode()))
print(card.format()) print((card.format()))
return ((total_all, total_good, total_bad, total_uncovered), return ((total_all, total_good, total_bad, total_uncovered),
values) values)
@ -419,8 +419,8 @@ def main(fname, oname = None, verbose = False, dump = False):
else: else:
rg[g] = 1 rg[g] = 1
if g >= 60: if g >= 60:
print g print(g)
print card.format() print(card.format())
tot = 0 tot = 0
vmax = sum(rg.values()) vmax = sum(rg.values())
@ -428,7 +428,7 @@ def main(fname, oname = None, verbose = False, dump = False):
pct95 = None pct95 = None
pct99 = None pct99 = None
for i in sorted(rg): for i in sorted(rg):
print str(i) + ' rare ngrams: ' + str(rg[i]) print(str(i) + ' rare ngrams: ' + str(rg[i]))
tot += rg[i] tot += rg[i]
if pct90 is None and tot >= vmax * 0.90: if pct90 is None and tot >= vmax * 0.90:
pct90 = i pct90 = i
@ -437,9 +437,9 @@ def main(fname, oname = None, verbose = False, dump = False):
if pct99 is None and tot >= vmax * 0.99: if pct99 is None and tot >= vmax * 0.99:
pct99 = i pct99 = i
print '90% - ' + str(pct90) print('90% - ' + str(pct90))
print '95% - ' + str(pct95) print('95% - ' + str(pct95))
print '99% - ' + str(pct99) print('99% - ' + str(pct99))
else: else:
((total_all, total_good, total_bad, total_uncovered), ((total_all, total_good, total_bad, total_uncovered),
@ -447,19 +447,21 @@ def main(fname, oname = None, verbose = False, dump = False):
# summary # summary
print('-- overall --') print('-- overall --')
print(' total : ' + str(total_all)) print((' total : ' + str(total_all)))
print(' good : ' + str(total_good) + ' ' + pct(total_good, total_all)) print((' good : ' + str(total_good) +
print(' bad : ' + str(total_bad) + ' ' + pct(total_bad, total_all)) ' ' + pct(total_good, total_all)))
print(' uncocoverd: ' + str(total_uncovered) + ' ' + pct(total_uncovered, total_all)) print((' bad : ' + str(total_bad) + ' ' + pct(total_bad, total_all)))
print((' uncocoverd: ' + str(total_uncovered) +
' ' + pct(total_uncovered, total_all)))
print('----') print('----')
# breakdown # breakdown
for prop in props: for prop in props:
(total, good, bad) = values[prop] (total, good, bad) = values[prop]
print(prop + ':') print((prop + ':'))
print(' total: ' + str(total) + ' ' + pct(total, total_all)) print((' total: ' + str(total) + ' ' + pct(total, total_all)))
print(' good : ' + str(good) + ' ' + pct(good, total_all)) print((' good : ' + str(good) + ' ' + pct(good, total_all)))
print(' bad : ' + str(bad) + ' ' + pct(bad, total_all)) print((' bad : ' + str(bad) + ' ' + pct(bad, total_all)))
if __name__ == '__main__': if __name__ == '__main__':

26
scripts/ngrams.py
View file

@ -33,22 +33,24 @@ def describe_bins(gramdict, bins):
for i in range(0, len(counts)): for i in range(0, len(counts)):
if counts[i] > 0: if counts[i] > 0:
print (' ' + (str(bins[i]) if i < len(bins) else str(bins[-1]) + '+') print((' ' + (str(bins[i]) if i < len(bins) else str(bins[-1]) + '+')
+ ': ' + str(counts[i])) + ': ' + str(counts[i])))
def extract_language(cards, separate_lines=True): def extract_language(cards, separate_lines=True):
if separate_lines: if separate_lines:
lang = [line.vectorize() for card in cards for line in card.text_lines] lang = [line.vectorize() for card in cards for line in card.text_lines]
else: else:
lang = [card.text.vectorize() for card in cards] lang = [card.text.vectorize() for card in cards]
return map(lambda s: s.split(), lang) return [s.split() for s in lang]
def build_ngram_model(cards, n, separate_lines=True, verbose=False): def build_ngram_model(cards, n, separate_lines=True, verbose=False):
if verbose: if verbose:
print('generating ' + str(n) + '-gram model') print(('generating ' + str(n) + '-gram model'))
lang = extract_language(cards, separate_lines=separate_lines) lang = extract_language(cards, separate_lines=separate_lines)
if verbose: if verbose:
print('found ' + str(len(lang)) + ' sentences') print(('found ' + str(len(lang)) + ' sentences'))
lm = model.NgramModel(n, lang, pad_left=True, pad_right=True) lm = model.NgramModel(n, lang, pad_left=True, pad_right=True)
if verbose: if verbose:
print(lm) print(lm)
@ -65,30 +67,30 @@ def main(fname, oname, gmin = 2, gmax = 8, nltk = False, sep = False, verbose =
lm = build_ngram_model(cards, n, separate_lines=sep, verbose=verbose) lm = build_ngram_model(cards, n, separate_lines=sep, verbose=verbose)
if verbose: if verbose:
teststr = 'when @ enters the battlefield' teststr = 'when @ enters the battlefield'
print('litmus test: perplexity of ' + repr(teststr)) print(('litmus test: perplexity of ' + repr(teststr)))
print(' ' + str(lm.perplexity(teststr.split()))) print((' ' + str(lm.perplexity(teststr.split()))))
if verbose: if verbose:
print('pickling module to ' + oname) print(('pickling module to ' + oname))
with open(oname, 'wb') as f: with open(oname, 'wb') as f:
pickle.dump(lm, f) pickle.dump(lm, f)
else: else:
bins = [1, 2, 3, 10, 30, 100, 300, 1000] bins = [1, 2, 3, 10, 30, 100, 300, 1000]
if gmin < 2 or gmax < gmin: if gmin < 2 or gmax < gmin:
print 'invalid gram sizes: ' + str(gmin) + '-' + str(gmax) print('invalid gram sizes: ' + str(gmin) + '-' + str(gmax))
exit(1) exit(1)
for grams in range(gmin, gmax + 1): for grams in range(gmin, gmax + 1):
if verbose: if verbose:
print 'generating ' + str(grams) + '-grams...' print('generating ' + str(grams) + '-grams...')
gramdict = {} gramdict = {}
for card in cards: for card in cards:
update_ngrams(card.text_lines_words, gramdict, grams) update_ngrams(card.text_lines_words, gramdict, grams)
oname_full = oname + '.' + str(grams) + 'g' oname_full = oname + '.' + str(grams) + 'g'
if verbose: if verbose:
print(' writing ' + str(len(gramdict)) + ' unique ' + str(grams) print((' writing ' + str(len(gramdict)) + ' unique ' + str(grams)
+ '-grams to ' + oname_full) + '-grams to ' + oname_full))
describe_bins(gramdict, bins) describe_bins(gramdict, bins)
with open(oname_full, 'wt') as f: with open(oname_full, 'wt') as f:

28
scripts/pairing.py
View file

@ -87,8 +87,9 @@ def main(fname, oname, n=20, verbose=False):
#selected = selected[:limit] #selected = selected[:limit]
if verbose: if verbose:
print('computing nearest cards for ' + str(len(selected)) + ' candindates...') print(('computing nearest cards for ' +
cbow_nearest = cbow.nearest_par(map(lambda (i, c): c, selected)) str(len(selected)) + ' candindates...'))
cbow_nearest = cbow.nearest_par([i_c[1] for i_c in selected])
for i in range(0, len(selected)): for i in range(0, len(selected)):
(j, card) = selected[i] (j, card) = selected[i]
selected[i] = (j, card, cbow_nearest[i]) selected[i] = (j, card, cbow_nearest[i])
@ -104,17 +105,17 @@ def main(fname, oname, n=20, verbose=False):
break break
for (i, card, realcard, dist) in final: for (i, card, realcard, dist) in final:
print '-- real --' print('-- real --')
print realcard.format() print(realcard.format())
print '-- fake --' print('-- fake --')
print card.format() print(card.format())
print '-- stats --' print('-- stats --')
perp_per = stats['ngram']['perp_per'][i] perp_per = stats['ngram']['perp_per'][i]
perp_max = stats['ngram']['perp_max'][i] perp_max = stats['ngram']['perp_max'][i]
print dist print(dist)
print perp_per print(perp_per)
print perp_max print(perp_max)
print '----' print('----')
if not oname is None: if not oname is None:
with open(oname, 'wt') as ofile: with open(oname, 'wt') as ofile:
@ -126,7 +127,7 @@ def main(fname, oname, n=20, verbose=False):
ofile.write('version control:\n\ttype: none\napprentice code: ') ofile.write('version control:\n\ttype: none\napprentice code: ')
# Copy whatever output file is produced, name the copy 'set' (yes, no extension). # Copy whatever output file is produced, name the copy 'set' (yes, no extension).
if os.path.isfile('set'): if os.path.isfile('set'):
print 'ERROR: tried to overwrite existing file "set" - aborting.' print('ERROR: tried to overwrite existing file "set" - aborting.')
return return
shutil.copyfile(oname, 'set') shutil.copyfile(oname, 'set')
# Use the freaky mse extension instead of zip. # Use the freaky mse extension instead of zip.
@ -136,7 +137,8 @@ def main(fname, oname, n=20, verbose=False):
zf.write('set') zf.write('set')
finally: finally:
if verbose: if verbose:
print 'Made an MSE set file called ' + oname + '.mse-set.' print('Made an MSE set file called ' +
oname + '.mse-set.')
# The set file is useless outside the .mse-set, delete it. # The set file is useless outside the .mse-set, delete it.
os.remove('set') os.remove('set')

29
scripts/sanity.py
View file

@ -41,37 +41,37 @@ def check_lines(fname):
for line in prel: for line in prel:
if line.strip() == '': if line.strip() == '':
print(card.name, card.text.text) print((card.name, card.text.text))
if any(line.startswith(s) for s in known): if any(line.startswith(s) for s in known):
line = 'known' line = 'known'
prelines.add(line) prelines.add(line)
for line in postl: for line in postl:
if line.strip() == '': if line.strip() == '':
print(card.name, card.text.text) print((card.name, card.text.text))
if any(line.startswith(s) for s in known): if any(line.startswith(s) for s in known):
line = 'known' line = 'known'
postlines.add(line) postlines.add(line)
for line in keyl: for line in keyl:
if line.strip() == '': if line.strip() == '':
print(card.name, card.text.text) print((card.name, card.text.text))
if any(line.startswith(s) for s in known): if any(line.startswith(s) for s in known):
line = 'known' line = 'known'
keylines.add(line) keylines.add(line)
for line in mainl: for line in mainl:
if line.strip() == '': if line.strip() == '':
print(card.name, card.text.text) print((card.name, card.text.text))
# if any(line.startswith(s) for s in known): # if any(line.startswith(s) for s in known):
# line = 'known' # line = 'known'
mainlines.add(line) mainlines.add(line)
for line in costl: for line in costl:
if line.strip() == '': if line.strip() == '':
print(card.name, card.text.text) print((card.name, card.text.text))
# if any(line.startswith(s) for s in known) or 'cycling' in line or 'monstrosity' in line: # if any(line.startswith(s) for s in known) or 'cycling' in line or 'monstrosity' in line:
# line = 'known' # line = 'known'
costlines.add(line) costlines.add(line)
print('prel: {:d}, keyl: {:d}, mainl: {:d}, postl {:d}' print(('prel: {:d}, keyl: {:d}, mainl: {:d}, postl {:d}'
.format(len(prelines), len(keylines), len(mainlines), len(postlines))) .format(len(prelines), len(keylines), len(mainlines), len(postlines))))
print('\nprelines') print('\nprelines')
for line in sorted(prelines): for line in sorted(prelines):
@ -109,7 +109,7 @@ def check_vocab(fname):
vocab[word] += 1 vocab[word] += 1
for word in sorted(vocab, lambda x,y: cmp(vocab[x], vocab[y]), reverse = True): for word in sorted(vocab, lambda x,y: cmp(vocab[x], vocab[y]), reverse = True):
print('{:8d} : {:s}'.format(vocab[word], word)) print(('{:8d} : {:s}'.format(vocab[word], word)))
n = 3 n = 3
@ -120,8 +120,8 @@ def check_vocab(fname):
for word in words: for word in words:
if vocab[word] <= n: if vocab[word] <= n:
#if 'name' in word: #if 'name' in word:
print('\n{:8d} : {:s}'.format(vocab[word], word)) print(('\n{:8d} : {:s}'.format(vocab[word], word)))
print(card.encode()) print((card.encode()))
break break
def check_characters(fname, vname): def check_characters(fname, vname):
@ -135,14 +135,15 @@ def check_characters(fname, vname):
token_to_idx = {tok:i+1 for i, tok in enumerate(sorted(tokens))} token_to_idx = {tok:i+1 for i, tok in enumerate(sorted(tokens))}
idx_to_token = {i+1:tok for i, tok in enumerate(sorted(tokens))} idx_to_token = {i+1:tok for i, tok in enumerate(sorted(tokens))}
print('Vocabulary: ({:d} symbols)'.format(len(token_to_idx))) print(('Vocabulary: ({:d} symbols)'.format(len(token_to_idx))))
for token in sorted(token_to_idx): for token in sorted(token_to_idx):
print('{:8s} : {:4d}'.format(repr(token), token_to_idx[token])) print(('{:8s} : {:4d}'.format(repr(token), token_to_idx[token])))
# compliant with torch-rnn # compliant with torch-rnn
if vname: if vname:
json_data = {'token_to_idx':token_to_idx, 'idx_to_token':idx_to_token} json_data = {'token_to_idx': token_to_idx,
print('writing vocabulary to {:s}'.format(vname)) 'idx_to_token': idx_to_token}
print(('writing vocabulary to {:s}'.format(vname)))
with open(vname, 'w') as f: with open(vname, 'w') as f:
json.dump(json_data, f) json.dump(json_data, f)

3
scripts/streamcards.py
View file

@ -41,7 +41,8 @@ def force_kill_self_noreturn():
def handler_kill_self(signum, frame): def handler_kill_self(signum, frame):
if signum != signal.SIGQUIT: if signum != signal.SIGQUIT:
traceback.print_stack(frame) traceback.print_stack(frame)
print('caught signal {:d} - streamer sending SIGTERM to self'.format(signum)) print(
('caught signal {:d} - streamer sending SIGTERM to self'.format(signum)))
force_kill_self_noreturn() force_kill_self_noreturn()
def install_suicide_handlers(): def install_suicide_handlers():

16
scripts/sum.py
View file

@ -36,14 +36,14 @@ def main(fname):
name_avg = name_avg / float(nonempty) name_avg = name_avg / float(nonempty)
card_avg = card_avg / float(nonempty) card_avg = card_avg / float(nonempty)
print str(nonempty) + ' cards' print(str(nonempty) + ' cards')
print '-- names --' print('-- names --')
print 'avg distance: ' + str(name_avg) print('avg distance: ' + str(name_avg))
print 'num duplicates: ' + str(name_dupes) print('num duplicates: ' + str(name_dupes))
print '-- cards --' print('-- cards --')
print 'avg distance: ' + str(card_avg) print('avg distance: ' + str(card_avg))
print 'num duplicates: ' + str(card_dupes) print('num duplicates: ' + str(card_dupes))
print '----' print('----')
if __name__ == '__main__': if __name__ == '__main__':

4
scripts/summarize.py
View file

@ -11,7 +11,7 @@ from datalib import Datamine
def main(fname, verbose = True, outliers = False, dump_all = False): def main(fname, verbose = True, outliers = False, dump_all = False):
if fname[-5:] == '.json': if fname[-5:] == '.json':
if verbose: if verbose:
print 'This looks like a json file: ' + fname print('This looks like a json file: ' + fname)
json_srcs = jdecode.mtg_open_json(fname, verbose) json_srcs = jdecode.mtg_open_json(fname, verbose)
card_srcs = [] card_srcs = []
for json_cardname in sorted(json_srcs): for json_cardname in sorted(json_srcs):
@ -19,7 +19,7 @@ def main(fname, verbose = True, outliers = False, dump_all = False):
card_srcs += [json_srcs[json_cardname][0]] card_srcs += [json_srcs[json_cardname][0]]
else: else:
if verbose: if verbose:
print 'Opening encoded card file: ' + fname print('Opening encoded card file: ' + fname)
with open(fname, 'rt') as f: with open(fname, 'rt') as f:
text = f.read() text = f.read()
card_srcs = text.split(utils.cardsep) card_srcs = text.split(utils.cardsep)

11
sortcards.py
View file

@ -141,7 +141,7 @@ def sortcards(cards):
def main(fname, oname = None, verbose = True): def main(fname, oname = None, verbose = True):
if verbose: if verbose:
print 'Opening encoded card file: ' + fname print('Opening encoded card file: ' + fname)
f = open(fname, 'r') f = open(fname, 'r')
text = f.read() text = f.read()
@ -153,14 +153,14 @@ def main(fname, oname = None, verbose = True):
if not oname == None: if not oname == None:
if verbose: if verbose:
print 'Writing output to: ' + oname print('Writing output to: ' + oname)
ofile = codecs.open(oname, 'w', 'utf-8') ofile = codecs.open(oname, 'w', 'utf-8')
for cardclass in classes: for cardclass in classes:
if classes[cardclass] == None: if classes[cardclass] == None:
print cardclass print(cardclass)
else: else:
print ' ' + cardclass + ': ' + str(len(classes[cardclass])) print(' ' + cardclass + ': ' + str(len(classes[cardclass])))
if oname == None: if oname == None:
outputter = sys.stdout outputter = sys.stdout
@ -189,6 +189,7 @@ if __name__ == '__main__':
elif len(sys.argv) == 3: elif len(sys.argv) == 3:
main(sys.argv[1], oname = sys.argv[2]) main(sys.argv[1], oname = sys.argv[2])
else: else:
print 'Usage: ' + sys.argv[0] + ' ' + '<encoded file> [output filename]' print('Usage: ' + sys.argv[0] + ' ' +
'<encoded file> [output filename]')
exit(1) exit(1)