<s> import sys <EOL> import os <EOL> import random <EOL> import zipfile <EOL> import shutil <EOL> libdir = os . path . join ( os . path . dirname ( os . path . realpath ( __file__ ) ) , '<STR_LIT>' ) <EOL> sys . path . append ( libdir ) <EOL> datadir = os . path . join ( os . path . dirname ( os . path . realpath ( __file__ ) ) , '<STR_LIT>' ) <EOL> import utils <EOL> import jdecode <EOL> import ngrams <EOL> import analysis <EOL> import mtg_validate <EOL> from cbow import CBOW <EOL> separate_lines = True <EOL> def select_card ( cards , stats , i ) : <EOL> card = cards [ i ] <EOL> nearest = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> perp = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> perp_per = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> perp_max = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> if nearest > <NUM_LIT> or perp_per > <NUM_LIT> or perp_max > <NUM_LIT> : <EOL> return None <EOL> ( ( _ , total_good , _ , _ ) , _ ) = mtg_validate . process_props ( [ card ] ) <EOL> if not total_good == <NUM_LIT:1> : <EOL> return False <EOL> return True <EOL> def compare_to_real ( card , realcard ) : <EOL> ctypes = '<STR_LIT:U+0020>' . join ( sorted ( card . types ) ) <EOL> rtypes = '<STR_LIT:U+0020>' . join ( sorted ( realcard . types ) ) <EOL> return ctypes == rtypes and realcard . cost . check_colors ( card . cost . get_colors ( ) ) <EOL> def writecard ( card , name , writer ) : <EOL> gatherer = False <EOL> for_forum = True <EOL> vdump = True <EOL> fmt = card . format ( gatherer = gatherer , for_forum = for_forum , vdump = vdump ) <EOL> oldname = card . name <EOL> card . name = name <EOL> writer . write ( card . to_mse ( ) . encode ( '<STR_LIT:utf-8>' ) ) <EOL> card . name = oldname <EOL> fstring = '<STR_LIT>' <EOL> if card . json : <EOL> fstring += '<STR_LIT>' + card . json + '<STR_LIT:\n>' <EOL> if card . raw : <EOL> fstring += '<STR_LIT>' + card . raw + '<STR_LIT:\n>' <EOL> fstring += '<STR_LIT:\n>' <EOL> fstring += fmt + '<STR_LIT:\n>' <EOL> fstring = fstring . replace ( '<STR_LIT:<>' , '<STR_LIT:(>' ) . replace ( '<STR_LIT:>>' , '<STR_LIT:)>' ) <EOL> writer . write ( ( '<STR_LIT:\n>' + fstring [ : - <NUM_LIT:1> ] ) . replace ( '<STR_LIT:\n>' , '<STR_LIT>' ) . encode ( '<STR_LIT:utf-8>' ) ) <EOL> writer . write ( '<STR_LIT:\n>' . encode ( '<STR_LIT:utf-8>' ) ) <EOL> def main ( fname , oname , n = <NUM_LIT:20> , verbose = False ) : <EOL> cbow = CBOW ( ) <EOL> realcards = jdecode . mtg_open_file ( str ( os . path . join ( datadir , '<STR_LIT>' ) ) , verbose = verbose ) <EOL> real_by_name = { c . name : c for c in realcards } <EOL> lm = ngrams . build_ngram_model ( realcards , <NUM_LIT:3> , separate_lines = separate_lines , verbose = verbose ) <EOL> cards = jdecode . mtg_open_file ( fname , verbose = verbose ) <EOL> stats = analysis . get_statistics ( fname , lm = lm , sep = separate_lines , verbose = verbose ) <EOL> selected = [ ] <EOL> for i in range ( <NUM_LIT:0> , len ( cards ) ) : <EOL> if select_card ( cards , stats , i ) : <EOL> selected += [ ( i , cards [ i ] ) ] <EOL> limit = <NUM_LIT> <EOL> random . shuffle ( selected ) <EOL> if verbose : <EOL> print ( '<STR_LIT>' + str ( len ( selected ) ) + '<STR_LIT>' ) <EOL> cbow_nearest = cbow . nearest_par ( map ( lambda ( i , c ) : c , selected ) ) <EOL> for i in range ( <NUM_LIT:0> , len ( selected ) ) : <EOL> ( j , card ) = selected [ i ] <EOL> selected [ i ] = ( j , card , cbow_nearest [ i ] ) <EOL> if verbose : <EOL> print ( '<STR_LIT>' ) <EOL> final = [ ] <EOL> for ( i , card , nearest ) in selected : <EOL> for dist , rname in nearest : <EOL> realcard = real_by_name [ rname ] <EOL> if compare_to_real ( card , realcard ) : <EOL> final += [ ( i , card , realcard , dist ) ] <EOL> break <EOL> for ( i , card , realcard , dist ) in final : <EOL> print '<STR_LIT>' <EOL> print realcard . format ( ) <EOL> print '<STR_LIT>' <EOL> print card . format ( ) <EOL> print '<STR_LIT>' <EOL> perp_per = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> perp_max = stats [ '<STR_LIT>' ] [ '<STR_LIT>' ] [ i ] <EOL> print dist <EOL> print perp_per <EOL> print perp_max <EOL> print '<STR_LIT>' <EOL> if not oname is None : <EOL> with open ( oname , '<STR_LIT>' ) as ofile : <EOL> ofile . write ( utils . mse_prepend ) <EOL> for ( i , card , realcard , dist ) in final : <EOL> name = realcard . name <EOL> writecard ( realcard , name , ofile ) <EOL> writecard ( card , name , ofile ) <EOL> ofile . write ( '<STR_LIT>' ) <EOL> if os . path . isfile ( '<STR_LIT>' ) : <EOL> print '<STR_LIT>' <EOL> return <EOL> shutil . copyfile ( oname , '<STR_LIT>' ) <EOL> with zipfile . ZipFile ( oname + '<STR_LIT>' , mode = '<STR_LIT:w>' ) as zf : <EOL> try : <EOL> zf . write ( '<STR_LIT>' ) <EOL> finally : <EOL> if verbose : <EOL> print '<STR_LIT>' + oname + '<STR_LIT>' <EOL> os . remove ( '<STR_LIT>' ) <EOL> if __name__ == '<STR_LIT:__main__>' : <EOL> import argparse <EOL> parser = argparse . ArgumentParser ( ) <EOL> parser . add_argument ( '<STR_LIT>' , <EOL> help = '<STR_LIT>' ) <EOL> parser . add_argument ( '<STR_LIT>' , nargs = '<STR_LIT:?>' , default = None , <EOL> help = '<STR_LIT>' ) <EOL> parser . add_argument ( '<STR_LIT>' , '<STR_LIT>' , action = '<STR_LIT:store>' , <EOL> help = '<STR_LIT>' ) <EOL> parser . add_argument ( '<STR_LIT>' , '<STR_LIT>' , action = '<STR_LIT:store_true>' , <EOL> help = '<STR_LIT>' ) <EOL> args = parser . parse_args ( ) <EOL> main ( args . infile , args . outfile , n = args . n , verbose = args . verbose ) <EOL> exit ( <NUM_LIT:0> ) </s>
