mς
Ze€Ec           @   sφ   d  k  Z  d  k Z  d  k Z d  k Z d  k Z d  k Z d k Td k Td k Te i	 d  Z
 e i	 d e i d  Z e i	 d  Z e i	 d  Z d   Z d   Z d	   Z d
   Z d   Z d   Z d   Z d   Z e d j o e   n d  S(   N(   t   *s   't   [t   ]s   [ ]+s   [0-9]*c         C   s  t  |   }  |  i d d  }  |  i d d  }  | d t j o t i d |   }  n |  i   }  t i d |   }  t	 i d |   }  t
 i d |   }  | d oU |  i   } g  } x- | D]% } t |  } | i | i    q½ Wd i |  }  n t
 i d |   }  |  i   }  |  S(   Nt   /t    t   _t   digitst    t   stemming(   t   strt   textt   replacet   settingst   Falset	   re_digitst   subt   lowert	   re_quotest   re_punctt	   re_spacest   splitt   tokenst   resultt   tokent   stemt   appendt   stript   join(   R
   R   R   R   R   (    (    tX   /afs/cs.wisc.edu/p/zhu/public/html/space2/TTP2/hybrid_image_selection/index_wpclipart.pyt   prepare_text   s(     c         C   sf   xH t  D]@ } | i } t |  |  } | d  j	 o | |  j o | Sq q W| d  j o
 |  } n | S(   N(   t   Dictionariest   dt   post   partt   morphyt   wordt	   word_stemt   None(   R#   R   R!   R$   (    (    R   R   4   s     	
c         C   sN   g  } |  i   } x, | D]$ } | | j o | i |  q q Wd i |  S(   NR   (   t   uniqueR
   R   R   R   R   R   (   R
   R   R   R&   (    (    R   t   remove_dupesE   s     c         C   s  d } t |  } g  } h  } d } xNt i | d t D]7\ }
 } } x%| D]}	 t i i |	  d d j o qP n |
 d |	 } t t t i i |	  d  |   } |  d o+ t t |
 |  |   } | d | } n | } |  d	 t j o t |  } n | i | | f  xC | i   D]5 } | i |  p g  | | <n | | i |  q*W| d 7} qP Wq: W| | |  f S(
   Ns-   /p/zhu/public/html/space2/TTP2/wpclipart_2.3/i    t   topdowni   s   .pngR   t   parentR   t   dupes(   t   rootdirt   lent   rootlent   imagest   vocab_indext   countert   ost   walkt   Truet   roott   dirst   filest   namet   patht   splitextt   fullpathR   R	   R   t
   image_textt   parent_textt   descriptionR   R'   R   R   R   t   has_key(   R   R6   R-   R.   R<   R5   R=   R+   R/   R7   R4   R0   R;   R   R:   (    (    R   t   build_indexO   s6      % c         C   sι   d } d } x1 | D]) } |  | o | d 7} q | d 7} q W| d 7} y5 t | d	  } t i |  \ } } }  | i
   WnZ t j
 oN t |   \ } } }  t | d
  } t i | | |  f |  | i
   n X| | |  f S(   Ns6   /p/zhu/public/html/space2/TTP2/wpclipart_2.3/wpclipartR   R)   R   R*   t   1t   0s   .picklet   rbt   wb(   s   stemmings   parents   digitss   dupes(   t
   picklenamet   settingkeyst   keyR   t   filet   ft   cPicklet   loadR.   R/   t   closet   IOErrorR?   t   dump(   R   RF   RD   RH   RE   R.   R/   (    (    R   t
   load_index   s$     
c         C   s  d } t |  } g  } h  } d } xΪ t i | d t D]Γ \ }
 } } x± | D]© } t i i |  d d j o qP n |
 d | }	 t t t i i |  d  |   } | i | |	 f  | i |  p g  | | <n | | i |  | d 7} qP Wq: W| | |  f S(   Ns-   /p/zhu/public/html/space2/TTP2/wpclipart_2.3/i    R(   i   s   .pngR   (   R+   R,   R-   R.   t	   filenamesR0   R1   R2   R3   R4   R5   R6   R7   R8   R9   R:   R   R	   R   R=   R   R>   (   R   R5   R6   R7   R0   R-   RO   R+   R.   R:   R4   R=   (    (    R   t   build_filename_index«   s&      %c         C   sι   d } d } x1 | D]) } |  | o | d 7} q | d 7} q W| d 7} y5 t | d	  } t i |  \ } } }  | i
   WnZ t j
 oN t |   \ } } }  t | d
  } t i | | |  f |  | i
   n X| | |  f S(   Ns@   /p/zhu/public/html/space2/TTP2/wpclipart_2.3/wpclipart_filenamesR   R)   R   R*   R@   RA   s   .pickleRB   RC   (   s   stemmings   parents   digitss   dupes(   RD   RE   RF   R   RG   RH   RI   RJ   R.   RO   RK   RL   RP   RM   (   R   RF   RD   RH   RO   RE   R.   (    (    R   t   load_filename_indexΘ   s$     
c           C   s	   d GHd  S(   Ns;   You need to import this into a script and call load_index()(    (    (    (    R   t   mainμ   s    t   __main__(   R1   t   os.patht   stringt   reRI   t   syst   wordnett   wntoolst   helpert   compileR   t   punctuationR   R   R   R   R   R'   R?   RN   RP   RQ   RR   t   __name__(   RI   RR   R   RU   RQ   R'   R   R   RW   RV   R   R   R?   RN   R1   R   RP   (    (    R   t   ?   s"   6	#		
	5	'		$	