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    2e                   @   sT  d dl Z d dlZd dlT d dlmZ d dlZd dlZd dlZd dl	Z	d dl
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d dlZd dlmZ e	 ZedZedZdd Zd	d
dddddddddddddddddddddd d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldmdndododpdqdrdrdsdtdudvdwdxdydzd{d|d}d}d~ddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddd ddddddddd	d
dddddddddddddddddddddddddd d!d!d"d#d#d$d%d&d'd(d(d(d)d*d+d,d-d-d.d/d0d1d2d3d4d5d6d6d7d8d9d9d:d;d<d=d=d=d>d?d@dAdAdBdCdDdEdFdFdGdHdHdHdIdJdKdLdMdNdNdOdPdPdPdQdRdRdSdTdUdVdVdWdXdXdYdYdZd[d\d\d]d^d_d`d`dadadbdbdcdddedfdgdhdidjdkdldmdmdndododpdqdrdsdtdudvdvdwdwdxdxdydzd{d{d{d|d|d}d}d~ddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddÐdÐdĐdĐdĐdĐdĐdĐdŐdŐdŐdŐdŐdƐdƐdƐdƐdƐdƐdǐdǐdǐdǐdǐdǐdǐdǐdȐdȐdȐdȐdȐdȐdȐdȐdȐdȐdɐdɐdɐdɐdɐdɐdɐdɐdɐdʐdʐdʐdʐdʐdʐdːdːdːdːdːdːdːdːdːdːd̐d̐d̐d̐d̐d̐d̐d̐d̐d̐d̐d͐d͐d͐d͐d͐d͐d͐d͐d͐d͐d͐d͐d͐d͐dΐdΐdΐdΐdΐdΐdΐdΐdΐdΐdΐdΐdϐZd	dАdѐdҐdӐdԐdՐd֐dאdؐdd*dڐdېdܐdݐdސdߐddddddddddddddddddddddddddddddddd ddddddddd	d
dhdddddddddddddddddddddddd d!d!d"d#d$d%d&d'dd(d)d*d+dd,ddd-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=dd>d?d@dAdBdCdDdEdFdGdHdIdJdKdLddMdNdOdPdQdRdSdǐdTdUdVdWdWdXdYdYdАdZd[d\d]d^d_d`daddܐdbdbdcdddedfdgdhdidjdkddldmddndodpdddqdqdrdrddsdtdududvdwdxdxdydzd{d|dd}dd~ddddddddddddddddddddddddddddddddddddddddddd"dd$dddd(dd+dd,dddd.dd1dddddd5dd8d:d:ddddddd?ddddddAdAddBddCdDddEddddGdIddJddKdMdMdddNddUdUdddXdZdd\d_ddddddddddddddododdddÐdqdqdĐdĐdtdtdŐdvdƐdydydzd|d|d}d}d~dǐddddȐdȐdɐdddʐdddːdːd̐d̐d͐d͐d͐ddΐdϐdϐdϐddАddddddddddddddѐdѐdѐdѐdҐdҐddddddddddddӐdӐdӐdddddddddddddddddԐdԐdddՐdddddddddddddddddddddddddddddddddddddddddddddddddddÐdÐdĐdĐdĐdĐdĐdŐdŐdƐdƐdƐdǐdǐdǐdǐdǐdǐdǐdȐdȐdȐdȐdȐdɐdɐdɐdʐdʐdʐdʐdʐdʐdʐdʐdːdːdːdːdːd̐d̐d̐d̐d̐d̐d̐d̐d̐d̐d̐d͐d͐d͐d͐d͐d͐d͐d͐d͐dΐdΐdΐdΐdΐdΐd֐d֐d֐d֐d֐d֐d֐d֐d֐d֐d֐d֐dאdאdאdאdאdאdאdאdאdאdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdؐdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdِdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdڐdd d d d d d d d d d d d d d d d d d d d d d d d d dېZdܐd݄ ZdZdZeeeeZeeeeZdd Zdd ZdfddZdfddZ dfddZ!G dd dej"j#j$Z$e%j&'e$j( dS (      N)*)SQLAlchemyDataDriver)BeautifulSoupen_USru_RUc                 C   s.   | d t jkrt|  S t|  S d S )Nr   )stringascii_lettersdictionary_encheck
capitalizedictionary_ru)word r   ./cmf/models/cmf_full_search.pydictionary_check   s    r   i'  i$  i#  iH   ib  iC  i  i  i}  i  i+  i  i  is  iC  i  i  i  ip  i  i  i  i  i  i  ia  i  i  iy  iC  i  i  i  i  i  i  i  i  i  i[  i?  i  i  i  i  i  i:  i  i  iO  i>  i  i  i  i  iZ  i  i  i  i  i9  i
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  i	  i	  i	  i	  i[	  i?	  i0	  i  i  iD  i/  i$  i  i  i  i  i  i  i  iM  i?  i8  i2  i  i  iu  iR  iM  iC  i8  i6  i4  i   i  i  i  i  i  i  i  i  i  i  i  i  iw  ih  if  iY  iL  i<  i2  i#  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  iy  ig  ie  iV  iP  iL  iA  i6  i0  i.  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  iv  ij  ic  i^  i[  iZ  iU  iR  iJ  iH  iF  iC  i=  i9  i%  i!  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  iw  in  ic  i^  i]  iZ  iN  iI  iF  iE  i8  i0  i)  i  i  i  i  i  i  i
  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i}  ix  is  iq  ip  io  im  il  if  id  ic  i\  i[  iX  iT  iO  iN  iL  iD  i?  i>  i9  i8  i6  i3  i2  i0  i.  i*  i'  i$  i"  i   i  i  i  i  i  i
  i  i  i  i  i                                                                                                                                                                          ~   {   z   y   v   u   s   q   p   o   m   l   k   j   i   g   f   e   c   a   `   _   ^   \   [   Z   Y   W   V   U   R   Q   N   M   J   I   G   F   D   C   B   A   @   ?   >   =   :   9   8   7   6   3   2   1   0   /   .   -   ,   +   *   (   '   %   $   #   "   !                                                                      
   	            (  u   стu   тоu   ноu   наu   поu   енu   ниu   коu   раu   овu   неu   роu   прu   алu   гоu   реu   осu   лиu   каu   воu   ерu   таu   отu   ваu   орu   олu   етu   теu   омu   анu   елu   одu   тьu   лаu   онu   леu   лоu   есu   атu   риu   льu   деu   огu   веu   ныu   тиu   заu   итu   скu   даu   акu   ойu   инu   меu   емu   илu   чеu   обu   асu   доu   моu   киu   трu   сяu   едu   соu   миu   ннu   сеu   амu   исu   авu   жеu   азu   маu   имu   твu   арu   виu   иеu   руu   боu   слu   изu   выu   диu   быu   ияu   икu   егu   пеu   ивu   чтu   всu   ейu   сьu   окu   ьнu   оеu   нуu   сиu   ихu   этu   хоu   адu   чаu   ожu   аяu   спu   ляu   евu   ичu   муu   чиu   шеu   тсu   днu   куu   удu   ыхu   саu   екu   беu   очu   ийu   паu   циu   крu   знu   опu   аеu   дуu   ииu   щеu   туu   ыеu   ыйu   ирu   тыu   озu   внu   ылu   рыu   ятu   утu   тнu   жиu   нтu   усu   ссu   шиu   идu   ымu   няu   гаu   свu   езu   луu   ктu   мыu   мнu   ееu   ужu   уюu   влu   улu   грu   пиu   ажu   брu   абu   учu   дрu   цеu   аюu   ечu   снu   ачu   гиu   чнu   суu   глu   люu   жнu   ахu   ебu   буu   рнu   урu   ьсu   ывu   щиu   ньu   звu   плu   апu   жаu   гдu   ряu   нсu   ькu   угu   блu   оиu   лсu   ждu   ашu   баu   биu   умu   ицu   епu   ртu   здu   ютu   зоu   ежu   врu   длu   укu   упu   клu   шаu   ешu   ошu   пуu   смu   агu   двu   вуu   кеu   ткu   ацu   йсu   ояu   айu   зиu   иоu   дыu   убu   нкu   ысu   ытu   игu   ехu   ющu   ещu   хаu   ндu   дсu   рмu   ялu   геu   янu   гуu   июu   лыu   ушu   рсu   фиu   тяu   цаu   зыu   вшu   охu   ишu   змu   фоu   ьшu   иаu   нцu   ксu   ямu   шкu   увu   рьu   зуu   ргu   ибu   рвu   ядu   срu   зеu   чуu   шлu   феu   мяu   явu   унu   шьu   лнu   ьюu   ркu   ьеu   чкu   дьu   ущu   щаu   ышu   ооu   еоu   ухu   бяu   вкu   сыu   ясu   втu   йнu   зрu   ецu   юдu   язu   бнu   лкu   бщu   узu   ржu   вяu   мпu   кнu   ллu   дяu   уеu   квu   счu   шнu   взu   юбu   оцu   ижu   ипu   яеu   ьяu   пыu   ащu   дкu   рдu   лжu   офu   аиu   хиu   ящu   яхu   хнu   ощu   злu   фаu   ырu   экu   вдu   шоu   бсu   ынu   зяu   шуu   згu   тлu   ьмu   впu   хрu   млu   ьтu   йтu   жуu   гнu   еаu   пяu   ыкu   ршu   нгu   бъu   еяu   ммu   оюu   яюu   ьзu   ыбu   цыu   ъеu   кцu   схu   сдu   ыпu   афu   чьu   якu   ауu   ючu   ищu   дпu   рхu   нчu   мсu   уаu   фрu   вьu   цоu   дцu   ычu   йчu   ефu   тдu   збu   хуu   зкu   лгu   хвu   пнu   ифu   вмu   нюu   джu   нфu   оэu   йдu   яжu   ппu   ыдu   еиu   штu   жкu   юсu   еюu   мкu   цуu   ячu   юрu   рбu   элu   дмu   йкu   сшu   рюu   сюu   дтu   рпu   щуu   хлu   тчu   ярu   ъяu   ррu   чшu   ьбu   ыгu   бкu   йшu   птu   мьu   рчu   тмu   гкu   зьu   пкu   рлu   еуu   ьцu   нщu   ягu   ьгu   кжu   псu   бхu   уйu   сбu   цкu   фуu   мбu   ьиu   пьu   лчu   яяu   сцu   оуu   тпu   цвu   яцu   ттu   энu   лтu   ызu   щнu   хеu   тюu   ябu   ддu   зжu   сфu   нрu   яйu   нвu   дшu   ввu   йоu   рцu   юнu   флu   аоu   жоu   хсu   рфu   дчu   ьчu   чоu   эрu   ффu   вчu   юзu   лдu   сёu   эфu   ьдu   бюu   бвu   жбu   уяu   тцu   нзu   фтu   вгu   хмu   члu   юмu   дхu   ймu   дгu   тбu   йцu   эмu   эпu   щьu   вхu   ётu   юкu   япu   жчu   оаu   ыжu   бмu   рзu   мрu   эсu   юлu   ёнu   йлu   ккu   юцu   вцu   ыяu   съu   щёu   чрu   дзu   хтu   кзu   дъu   швu   иуu   бьu   ёмu   дбu   юшu   чёu   жьu   мвu   южu   мчu   мцu   мгu   уцu   жсu   лбu   лпu   уиu   ююu   нжu   гчu   сгu   ьвu   еёu   зсu   пцu   лёu   яиu   ёлu   яшu   уфu   гсu   аэu   фсu   дюu   лмu   югu   рщu   вщu   ёрu   эдu   лзu   гмu   гвu   дёu   мфu   зъu   шпu   мэu   эвu   пчu   кмu   ьфu   бжu   тхu   ншu   эйu   кпu   уэu   гтu   нбu   ьоu   бдu   шмu   кгu   зчu   шёu   юхu   сжu   ббu   нёu   кшu   ззu   тщu   фыu   зцu   ггu   лхu   йеu   ааu   тёu   ьщu   ыиu   тфu   нхu   тгu   рэu   лвu   бшu   рёu   вёu   ьпu   лрu   зтu   ххu   йзu   эзu   чвu   шрu   ыщu   оёu   вбu   нпu   кдu   сэu   йбu   жлu   тъu   жмu   бзu   уоu   жрu   сзu   жгu   тзu   жёu   жжu   фьu   йфu   пшu   зюu   иэu   эхu   тэu   лшu   бэu   йрu   хгu   бтu   хшu   гбu   мтu   йгu   фнu   нэu   тшu   фгu   аёi!  iF  i  iL  iW  i  i  i	  i  i[  i  il  if  iD  iw  iR  i$  i  i  i  i  i  ix  i  i
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  i
  i	  i	  i	  i:	  i.	  i 	  i	  i	  i  i  i  i  i:  i  i  i  i  i  iJ  i=  i+  i*  i  i  i  i	  i  i  i  i  i  iw  iQ  iO  i-  i  i  i  i  i  i  i  i  iZ  iU  iH  iC  i>  i5  i3  i  i  i  i  i  i  i  i  i  i  i  i  im  ia  iS  iN  i-  i  i  i  i  i  i  i  i  i  i  i  i  i  i~  i{  il  if  ie  iY  iW  iL  iG  i@  i/  i"  i  i
  i	  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  it  ik  ih  i_  i\  iU  iT  iQ  iG  i>  i,  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  i  iw  it  ih  i`  i_  iY  iV  iJ  iH  iF  iE  iC  iB  iA  i<  i:  i4  i/  i,  i+  i&  i!  i  i  i  i  i  i  i                                                                                               }   |   x   t   r   h   d   b   X   T   P   O   L   K   H   <   ;   4   )   &                  (  thheinZerZanreesZonstntenZatZedZndtoorZeaZtiarteZngZalitasisZhaetZseZouZoflesaveroZraZrihinemedecotaZecsiZllZsoZnaZliZlaelZmaZdiZicZrtnsZrsioZomZchZotcaZceZhobettfotsssnoeeZemZacZildaZniurwashZeiamtrZdtusloZpeZunZncZwiutZadZewZowgeZepZaiZlyZolZftoseoZefZprZweZdomoidZiemipafiZpoZctZwhZirZaygaZscZkeZevspZimopZdsZldZulZooZsuiaZghplZebZigviZivZwoZyoZrdZtwZbaZagZryabZlsswZapZfeZtuZcifaZhtfravZegZgoZboZbuZtyZmpocZodZehZysZeyZrmZovgtZyaZckZgiZrnZgrrcZblltZytZoaZyeobZdbZffZsfZrrZduZkiZucifafZdrZclexZsmZpiZsbZcrtlZoiruZupZbyZtcnnZakslZnfZueZdwZauppZugZrlZrgbrZcuZuaZdhZrkyiZluZumZbinynwZquZogZsnZmbZvaZdfddmsZgsZawZnhZpuhrsdtbptZnmZdcZguZtmZmuZnuZmmnleuZwnnbZrpZdmsrZudZuiZrfokZywZtfZiprwrbZohksdpZfuZyctpmtZdlZnkZccZubZrhZnpZjuZflZdnkaphhuZjoZlfZybrvZoeZibZikZypglZlpZymZlbZhsZdgZgnZeknrZpsZtdZlcskZyfZyhZvoZahZdyZlmZsyZnvZydZfsZsgZyrZylZwsZmyZoyknZizZxpZlwtnkoZaajaZzeZfcZgwtgZxtZfhZlrZjeZynZggZgfeqZhyZktZhcbsZhwZhncsZhmZnjZhhZwtgcZlhZejZfmZdvlvwrZgpfpZgbZgmZhlZlkcyZmcZygZxiZhbfwZgyZhpZmwZpmZzaZlgiwZxaZfbsvgdZixZajklZhfZhdZaesqZdjZfyazZlnZaofdkwZmfZmhZsjZufZtvZxcZyuZbbZwwZojZaxmrZwlZxeZkhZoxZuoZziZfgZihZtkiiiuZtjZmnZwykyZkffnZuyZpwZdkZrjukZkrZkuZwmZkmZmdmlZezZkbZwcZwdZhgZbtZzoZkcZpfZyvZpcpywbZykZcpZyjZkpZpbZcdZjiZuwZuhZwfZyyZwpZbcZaqcbZiqcmZmgZdqZbjZtzZkdpdZfjZcfZnzZcwZfvZvyZfkZozZzzZijZljZnqZuvZxoZpgZhkZkgZvsZhvZbmZhjZcngvZcgZwuZgjxhZgkZtqZcqZrqZbhZxsuzZwkZxuZuxZbdZbwZwgmvZmjZpnZxmZoqZbvZxwZkkZbpzuZrzZxfmkzhZbnZzyZhqZwjZiyZdzZvrZzsZxyZcvxbZxrZujZyqZvdZpkZvuZjrZzlZszZyzZlqZkjZbfZnxZqaZqiZkvZzwZwvuuZvtZvpZxdZgqZxlZvcczZlzZztZwzZsxZzbZvlZpvZfqZpjZzmZvwZcjZzcbgZjsZxgrxhzZxxZvmZxnZqwZjpZvnZzdZzrZfzZxvZzpZvhZvbzfgzZtxZvfZdxZqbZbkZzgZvgZjcZzkZznZuqZjmZvvZjdZmqZjhZqsZjtZjbZfxZpqZmzZyxZqtZwqZjjZjwZlxZgxZjnZzvZmxZjkZkqZxkZjfZqmZqhZjlZjgZvkZvjZkzZqcZxjZpzZqlZqoZjvZqfZqdZbzhxZzjZpxZqpZqeZqrZzqZjyZbqZxqZcxZkxZwxZqyZqvZqnZvxZbxZjzZvzZqgZqqZzxxzZqkZvqZqjZqxZjxZjqZqzc                    sZ   t dd| | krdS  fddt| | dd  D }t|dkrFdS t|t| d S )N
[\[\];',.] gHz>c                    s    g | ]\}}  || d qS )r   get).0abstatr   r   
<listcomp>"   s     z$bigram_text_rank.<locals>.<listcomp>r   r   )r   subziplensum)textr  Zstatsr   r  r   bigram_text_rank   s     r  u   йцукенгшщзхъфывапролджэячсмитьбюЙЦУКЕНГШЩЗХЪФЫВАПРОЛДЖЭЯЧСМИТЬБЮz@qwertyuiop[]asdfghjkl;'zxcvbnm,.QWERTYUIOP[]ASDFGHJKL;'ZXCVBNM,.c                    s\    t kr| d tjkr|  S  tkr<| d tjkr<|  S d fdd| D }| S )Nr   r  c                 3   s   | ]}  ||V  qd S Nr  )r  xdict_r   r   	<genexpr>2   s     z'ninja_translate_text.<locals>.<genexpr>)rus2engr   	printablelowereng2rusjoin)r  r  retr   r  r   ninja_translate_text-   s    r  c                 C   sB   | d t jkrt| t}n
t| t}tdd||kr:|S d S d S )Nr   r~  r  )r   r  r  r  r  r   r  )r   r  r   r   r   ninja_revers5   s    
r  Fc                 C   s   t | dk r| S t| t}t| t}t|t}t|t}|rpt|  d| dd||   d| dd||   	 t|rt|s|S t|rt|s|S d||  dkr|S d||  dkr|S | S d S )Nr   z
 rank_ru:  r   z rank_eng: g?)	r  r  r  r  r  bigram_stat_rubigram_stat_engprintr   )r   debugZ	trans_engZ	trans_rusZrank_ruZrank_engr   r   r   
ninja_once?   s"    



4r  c                 C   s4   d| kr| S t | |}|| kr,|  d| S | S d S )N@|)r  )r   r  Z
ninja_wordr   r   r   	ninja_addT   s    
r  c                    s   d  fdd| dD S )Nr  c                    s   g | ]}t | qS r   )r  r  wr  r   r   r  ^   s     zninja.<locals>.<listcomp>)r  split)r  r  r   r  r   ninja]   s    r  c                   @   sp  e Zd ZdZdZddddddd	d
dddddddddddddddgZeedddZe	dd Z
e	dd  Ze	d!d" Ze	d#d$ Ze	d%d& Ze	d'd( Ze	dJd+d,Ze	d-d. Ze	d/d0 Ze	ejjd1d2d3Ze	dKd5d6Zeejd7d7d8d9d: Ze	d;d< Ze	d*d=d4gd)fd>d?Ze	d@gd)dAd=d4gd)d)fdBdCZe	dLdDdEZe	dMdFdGZe	dHdI Z d)S )NCmfFullSearchuC   
    Сервис полнотекстового поиска.
    russiannameZtext_renderr  Z
text_drafttags	parent_idZtree_parent_idZroot_parent_idcmf_created_atcmf_modified_atcodeZcmf_deletedZcmf_archivedZloginZemailZphoneZphone_internalZphone_mobileZphone_2Zphone_assistantZ
ip_addressZemail_2Zbirthdayr  c                 C   sR   | rNt | dd} t| dkrNtdt|  d |  d d jdd} | S )	Nhtml.parser
i  z)CmfFullSearch.clean_text: trunc text len z to 1mbi  ignore)errors)r   get_textr  gr  encodedecoder  r   r   r   
clean_textw   s    zCmfFullSearch.clean_textc                 C   s   t |ddS )Nr  r  )r   r  )clsZtext_with_htmlr   r   r   
strip_html   s    zCmfFullSearch.strip_htmlc                    s@   dd t k rgS  fddtdt D }|S )Ni r   c                    s    g | ]}||    qS r   r   )r  iZoverlapr  Ztext_len_maxr   r   r     s     z-CmfFullSearch._strip_size.<locals>.<listcomp>r   )r  range)r  r  resr   r  r   _strip_size   s    "zCmfFullSearch._strip_sizec                 C   s   d dd td|D S )Nr  c                 S   s   g | ]}t |d k r|qS )r}   )r  r  r   r   r   r     s      z+CmfFullSearch._strip_50.<locals>.<listcomp>z\sr  r   r  r  r  r   r   r   	_strip_50   s    zCmfFullSearch._strip_50c                 C   s   d dd td|D S )Nr  c                 S   s   g | ]}|qS r   r   r  r   r   r   r     s     z1CmfFullSearch._strip_not_word.<locals>.<listcomp>z[ \s<>|&\/%@!`+=;.]r  r  r   r   r   _strip_not_word   s    zCmfFullSearch._strip_not_wordc                 C   s   |st ddd l}| jj}|| }|j}| }||jj	g
|jj|k
|jjdk }|| }|r|d }	| 
|jj	|	kjd|j d}
||
 n0|  }	| j|	|d|j dd}|| d S )Nempty obj_idr   Tis_dirtydirty_at)r  obj_idr  r  part_no)
ValueError
sqlalchemyrA  data_driverdp_model_cls	__table__Sessionselectcr  wherer  r  with_for_updateexecutefirstupdatevaluesfuncnowgen_idinsert)r  r  r   r3  sa_modeltablesget_stmtget_resid_update_stmtinsert_stmtr   r   r   
mark_dirty   sD    




zCmfFullSearch.mark_dirtyc                 C   s   |st ddd l}| jj}|| }|j}| }||jj	g
|jj|k
|jjdk }|| }|r|d }	| 
|jj	|	kjd|j d}
||
 | j  d S )Nr  r   Fr  )r  r  rA  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  commit)r  r  r   r3  r  r  r  r  r  r  r  r   r   r   
mark_clean   s2    




zCmfFullSearch.mark_cleanNFc           !      C   s  |}|  |}| |}|r@| |}| |}|  |d }n
d g}d }|rh|}|  |}| |}nd }d }|r|}|  |}| |}nd }d }|r| |}|d d }|  |}nd }d }| jd|||||||||	||||
||||d |||||||||d t|dkr~t|dd  dD ]T\}} |  | }| j||||||||||	||||
|||| ||d d d d d d d d q(| j|t|d | j  d S )Nr   i )r  r  	obj_modelobj_parent_idobj_tree_parent_idobj_root_parent_idobj_created_atobj_modified_atobj_codeobj_deletedobj_archivedobj_owner_nameobj_responsible_namesobj_hrefobj_logic_type_codeobj_activity_codeobj_status_typeobj_texttext_for_vecobj_namename_for_vecobj_tagstags_for_vecobj_result_textresult_text_for_vecobj_commentscomments_for_vecr   )delete_from_partno)	r  r  r  _text_search_sql_insertr  	enumerate_text_search_sql_delete_partnorA  r  )!r  
model_namer  r  r  r  r  Zcomments_textr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  Zobj_text_listr  r  r  Zobj_comments_textZcomments_text_for_vecr  Zobj_text_partr   r   r   index_object   s    







              

              
zCmfFullSearch.index_objectc           	      C   sh   |st ddd l}| jj}|| }|j}| }|||j	j
|k|j	j|k}|| d S )Nr  r   )r  r  rA  r  r  r  r  deleter  r  r  r  r  )	r  r  r  r   r3  r  r  r  Zdel_stmtr   r   r   r  >  s    



z,CmfFullSearch._text_search_sql_delete_partnoc           &      C   s  |st ddd l}| jj}|| }|j}| } ||jj	g
|jj|k
|jj|k }!| |! }"|"r$|"d }#| 
|jj	|#kj|d||||||||||||jj| j||jj| j||jj| j||jj| j||jj| j||	|
|||||||d}$| |$ n|  }#| j|#d||||||||||||||jj| j||jj| j||jj| j||jj| j||jj| j||	|
|||||||d}%| |% |#S )Nr  r   F)r  r  r  r  r  r  r  r   r  r  r  r  r  name_tsvectortext_tsvectortags_tsvectorresult_text_tsvectorcomments_tsvectorr  r  r  r  r  r  r  r  r  )r  r  r  r  r  r  r  r  r  r   r  r  r  r  r  r	  r
  r  r  r  r  r  r  r  r  r  r  r  r  )r  r  rA  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  sqlr  Zto_tsvector_fts_configr  r  )&r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r  r   r3  r  r  r  r  r  r  r  r  r   r   r   r  Q  s    



!"
z%CmfFullSearch._text_search_sql_insert)objc                 C   s>   |j s
d S | jD ](}|dkrq||jkr|| jr dS qd S )Nr  T)full_searchrequired_fieldsfieldsZ
is_changed)r  r  
field_namer   r   r   is_obj_need_reindex  s    
z!CmfFullSearch.is_obj_need_reindexr   c              
   C   s   t jj D ]}|jsq|j}|r,||kr,qd}t }t|}|j	}	|rRdg}	|j
|	||| gdgd}
|
srq|
D ]"}|rtj|jj qv|  qv|t|
7 }| j  td| d| dt | dd	 q0qd S )
Nr   r  r  )r  sliceorder_byzCmfFullSearch.reindex_models: :, z0.3z sec)cmfmodels	CmfEntityiter_subclassesr  
class_nametimecmfutilget_model_by_namefull_search_fieldslistr  r  r  valuefull_search_indexr  rA  r  r  r  )r  Zmodels_listZcommit_everyZlazyZ	model_clsr  offsetr  modelZ
field_listobj_listr  r   r   r   reindex_models  s4    
 


zCmfFullSearch.reindex_modelsT)Z	only_onceZsystem_taskc               
   O   s  t d td t }d}tjjdgdddgdd	d
tj tj	dd gd	dd gggddgd}|snqi }|D ]0}t
|j}||krg ||< || |j qv| D ]\}}t d| dt|  t| |D ]b}	|j|jdd|	gdd}
|d7 }|
s&t d|	  tj|	 qt d|
j  |
  qqt | dkrlt d| d qt d| d td q t dt |   d S )NzStart cron_index_dirtyr   r   r  r  =TORr  <r   )Zminutesr   )r  filterr  zcron_index_dirty process r  r  )r  r-  Zinclude_deletedr   u.   Объект не найдет в бд obj_id=zobj_id=r   ua   cron_index_dirty превышен лимит времени 20 секунд обработано u    объектовu&   cron_index_dirty обработано u    объектов, sleep 1zEnd cron_index_dirty at )r  r  r  sleepr  r  Zslistdatetimer  Z	timedeltar   Zget_model_by_idr  appenditemsr  r  r  r"  r  r  r%  )argskwargsr   nZobj_id_listZobj_ids_by_modelr  r'  Zid_listr  r  r   r   r   cron_index_dirty  sN    


	zCmfFullSearch.cron_index_dirtyc                 C   sN   |S ]:}|sq|d dkr4t|dks|d dkr4q|| qd|}|S )u   
        Подчистка оригинального квери, который ввел пользователь:
        - удаление стоп-слов
        r  r   -r   )r  r  r0  r  )r  search_queryZclean_search_query_listr  Zclean_search_queryr   r   r   _clean_search_query  s     
z!CmfFullSearch._clean_search_queryr   c           3      K   s6  |st ddd tjjdd}|dkr6t d| d dt_|}	|}
|}t|}|d	kr\d
}t|}d|d< |dr|d d }g }g }g }g }g }g }g }g }g }g }g }g }g }g }|d	krdd t	jj
 D }n|g}| j|ddd}| j|dd}| j|dd}|t_tdd|}|t_tdd|} |d	ksH|dkr| jd||fddg|d||d|}| jd
||f|ddgd|d|}|d	ks|dkrh|	d	kr| jddg|f|d||d|}| jddg|f|d|d |}| j|dg|f|d!d"|}| j|dg|fd#|d$|}| j|dg| fd%d&i|}| j|dg|f|dd"|}|d	ks||dkr>|	d	kr| jddg|f|d||d|}| jddg|f|d|d |}| j|dg|f|d!d"|}| j|dg|fd#|d$|}| j|dg| fd%d&i|}| j|dg|f|dd"|}d }!d'|
 kr~tjjd(d)gd*d+d,|
 gd(d,|
 ggd-}!|!r|s|!j|!j d.d/dd0gS |!jS g }"t }#d1d2 }$d}%td3 |s|s|s|s|s|s|s|s|s|s|s|s|s|rr|%rV|$||"|# |$||"|# |$||"|# |$||"|# d}%|$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# |$||"|# qtd4D ]<}&td5D ]}'|$||"|# q<|$||"|# trtd}(|(d |#kr|"|( |#|(d  trtd}(|(d |#kr|"|( |#|(d  trtd}(|(d |#kr|"|( |#|(d  tr4td}(|(d |#kr4|"|( |#|(d  t r.t d}(|(d |#kr.|"|( |#|(d  q.q|"|d |d6  }"|si })|r i }*|"D ]}(|*!|(j"g |(j q|*# D ]:}t$%|j|d7d8|*| gd-}+|+D ]},|,|)|,j&< qqg }-|"D ]}(|(j|(j'|(j(|(j) d'|(j* d'|(j+d9d'|(j,d:d;tj 	|(j*|(j+|(j,d<}.|(j|)kr|D ].}/|/-d=d }/t.|)|(j |/d }0|0|.|/< qf|-|. qtd> |-S i }1g }2|"D ]b}(|2|(j |(j|(j'|(j(|(j) d'|(j* d'|(j+d9d'|(j,d:d;tj 	|(j*|(j+|(j,d<|1|(j< q|1t_/td> |2S )?Nu,   Пустой поисковый запросTabort)r  r!   uS   На сервере идет процесс индексации объектов: u    в работе.r  ANYr  r   ZModelc                 S   s   g | ]}|j r|jqS r   )r  r  )r  mr   r   r   r  f  s      z1CmfFullSearch.fulltext_search.<locals>.<listcomp>F)synonyms
stop_wordsr>  z([&] )([^!])z<1> \2z<2> \2)CmfTaskCmfDocumentr  rA  rB  N)model_name_not_inr  labeltext_stop_words
like_queryS)r  rD  rE  rG  )r  rE  rF  rG  ZNs)r  rE  rF  A)r  rE  ZH1)rE  rG  rE  ZH2r  r  r  r+  r  r*  )r  r-  ZCODEr   )r  r  headlinerE  rankage_daysc                 S   s<   | r8|  d}|d |kr || ||d  dS q dS )Nr   TF)popr0  add)r(  resultskip_idsrr   r   r   add_if_exists  s    

z4CmfFullSearch.fulltext_search.<locals>.add_if_existszfulltext_search Start mixingr   r   r   r  INz.6fz.0fz words=)r  r  r  rJ  rE  rK  rL  .zfulltext_search END)0	cmf_alertr  r  countr  FSTr  r#  endswithr  r  r  prepare_search_queryFSTQr   r  ZFSTQHsearch_oncestripr  r  r  setr  r  Zres_strong_position_h1rM  r0  rN  Zres_strong_position_h2Zres_all_foundZres_name_syn_foundZres_syn_found
setdefaultr  keysr   r!  r  titler  rJ  rE  rK  rL  r  getattrfulltext_search_headlines)3r  r  r  r7  Zonly_idsr  r  r3  Zdirty_countZorig_field_nameZorig_search_queryZlike_search_queryZfullsearch_sliceZother_res_name_foundZother_res_text_foundZtask_res_name_foundZdocument_res_name_foundZtask_res_name_syn_foundZdocument_res_name_syn_foundZtask_res_all_foundZdocument_res_all_foundZtask_res_strong_position_h1Zdocument_res_strong_position_h1Ztask_res_strong_position_h2Zdocument_res_strong_position_h2Ztask_res_syn_foundZdocument_res_syn_foundZother_model_namesr?  Ztsquery_without_synZtsquery_with_synZtsquery_strong_position_h1Ztsquery_strong_position_h2Zany_res_code_foundrO  rP  rR  Zdo_top_ZtttrQ  ZobjectsZids_by_modelr(  r  r  Zobj_dictZfieldattrrb  Z	result_idr   r   r   fulltext_search-  s.   
   
     
    		










,	
,
zCmfFullSearch.fulltext_searchZnull000r  c
                 K   s\  |
 dd }|
 dd }|
 dd }|
 dd }|
 dd }|
 dd }|dkrTd }|	dkr`d }	|dkrztd	| d
d d| }d| }|dkrd}| d}|d }|d |d  }d}|rt|}d| d}tjjj d d}|dkrd}dj	f ||||d}tjjj ||||t
|t
||||	|||||||d}t|}|S )Nr  
owner_nameresponsible_nametag_namelogic_type_codestatus_typer  )r  r  r  u6   Недопустимое значение field_name: Tr9  Zobj_r  r  Z	_tsvectorr   r   z$obj_modified_at > now() - interval 'z
 days' ANDz"set gin_fuzzy_search_limit=100000;r  i@B uO  SELECT subs.*, ts_headline('russian', substring(subs.{search_field} FROM 0 FOR 100000), :tsquery, 'MaxFragments=1,MaxWords=25,MinWords=24') as headline FROM (
(    SELECT
        obj_id,
        obj_code,
        obj_model,
        obj_name as title,
        :label || (CASE WHEN EXTRACT(days from (now()-obj_modified_at)) < 365 then 'R' else '' end) as label,
        ts_rank_cd({tsvector_field}, :tsquery, 2|8)
        * (CASE WHEN EXTRACT(days from (now()-obj_modified_at)) < 365 then
                    (365-EXTRACT(days from (now()-obj_modified_at)))/30+1 else 1 end) as rank,
        EXTRACT(days from (now()-obj_modified_at)) as age_days,
        {search_field} as {search_field}
    FROM cmf_full_search
    WHERE
      {age_days_subquery}
      {tsvector_field} @@ :tsquery
      and obj_model IN :model_name_in and obj_model NOT IN :model_name_not_in
      and (obj_text is null or obj_text = '' or :text_stop_words is null or text_tsvector @@ to_tsquery('russian', :text_stop_words))
      and part_no <= :max_partno
      and ( :parent_id is null or obj_parent_id = :parent_id )
      and ( :owner_name is null or obj_owner_name = :owner_name )
      and ( :responsible_name is null or obj_responsible_names ILIKE '%' || :responsible_name || '%' )
      and ( :tag_name is null or obj_tags ILIKE '%' || :tag_name || '%' )
      and ( :logic_type_code is null or obj_logic_type_code = :logic_type_code )
      and ( :status_type is null or obj_status_type = :status_type )
    ORDER BY rank desc
    LIMIT :slice_for OFFSET :slice_from
)
UNION
/* Дополнительно проверяем полное совпадение по ilike с высоким рангом */
(    SELECT
        obj_id,
        obj_code,
        obj_model,
        obj_name as title,
        :label || (CASE WHEN EXTRACT(days from (now()-obj_modified_at)) < 365 then 'R' else '' end) as label,
        100
        * (CASE WHEN EXTRACT(days from (now()-obj_modified_at)) < 365 then
                    (365-EXTRACT(days from (now()-obj_modified_at)))/30+1 else 1 end) as rank,
        EXTRACT(days from (now()-obj_modified_at)) as age_days,
        {search_field} as {search_field}
    FROM cmf_full_search
    WHERE
      {age_days_subquery}
      /* Дополнительно проверяем полное совпадение по ilike с высоким рангом */
      ( {search_field} ILIKE '%' || :like_query || '%'
        or obj_code = :like_query
        or obj_id = :like_query
      )
      and obj_model IN :model_name_in and obj_model NOT IN :model_name_not_in
      and part_no <= :max_partno
      and ( :parent_id is null or obj_parent_id = :parent_id )
      and ( :owner_name is null or obj_owner_name = :owner_name )
      and ( :responsible_name is null or obj_responsible_names ILIKE '%' || :responsible_name || '%' )
      and ( :tag_name is null or obj_tags ILIKE '%' || :tag_name || '%' )
      and ( :logic_type_code is null or obj_logic_type_code = :logic_type_code )
      and ( :status_type is null or obj_status_type = :status_type )

      /*and (obj_text is null or obj_text = '' or :text_stop_words is null or text_tsvector @@ to_tsquery('russian', :text_stop_words))*/
    /*ORDER BY obj_id desc -- не будем делать, т.к. тормозит*/
    LIMIT :slice_for/10 OFFSET :slice_from/10
)
) as subs
ORDER BY subs.rank desc
LIMIT :slice_for OFFSET :slice_from;)search_fieldtsvector_fieldage_days_subqueryheadline_field)tsquery
slice_from	slice_formodel_name_inrD  rE  rF  rG  
max_partnor  rf  rg  rh  ri  rj  )r  rU  intr  r  rA  r  r  r  formattupler#  )r  r  rr  Ztsquery_strrD  rL  rE  r  rF  rG  r3  r  rf  rg  rh  ri  rj  rk  rn  rl  rp  rq  rm  rs  r  Z
found_objsZall_objsr   r   r   r[  L  sj    


AGzCmfFullSearch.search_oncec              
   C   s>  dt _| }|dd}tdd|}td|}d}d}d}|D ]l}	t|	dkrXqDt|	dkr|	dkrnqD|	d	kr|d|	 7 }qD|	dkrqD|	d
kr|d7 }qD|	dkr|d7 }qDt|	dkrqD|	d dkrt|	dkrqD|d|	dd   7 }|d|	dd   7 }qD|rqD|	dd}	|d7 }|dkr6d}|rJ|d dkrR|d7 }t|	dkr| j|	|d}
t|
dkr||
d  7 }n|dd	|
 d 7 }|dkrD qqDqD|rt|dkr|d dkr|dd  }|S |dddddd d!d 
 }|r.|d dkr.|dd  }|rN|d dkrN|dd  }|rn|d dkrn|dd  }z.tjjj d"d#|i}t|d d }W n tjjk
r& } zftjjj  td$|  td%| d| dt j  tjjj d&d#|i}t|d d }W 5 d }~X Y nX t|d'| |t _|S )(Nr  zwww.u   [^-A-Za-zА-Яа-я0-9()|&!' ]r  z(,| |&|\||\(|\))r   r   )r6  !z()&|)r   u   илиr  z |)u   иand&z &r   z& !rw  r6  r   F)r  ry  z& r@  z( z | z )r   )ry  r  z OR z or z AND z & z and z!select to_tsquery('russian', :q);qu;   Ошибочный синтаксиса в запросе: u@   DEV: Ошибочный синтаксиса в запросе: z+select websearch_to_tsquery('russian', :q);z->)r  rW  r  replacer   r  r  r  prepare_wordr  r\  r  
CmfSynonymrA  r  r  r  r#  r  excZProgrammingErrorZrollbackrU  r  rZ  )r  r7  r>  r?  Zsearch_query_allowed_symbtokensZ
word_countZstopsr{  tZ	sug_wordsro  er   r   r   rY    s    

( "z"CmfFullSearch.prepare_search_queryc                 C   s  t  jd| d7  _|d tjkr.d}t}nd}t}g }t|s||}g }t|}|r~t  jd| d7  _|	| t  jd7  _d}	|D ]}
|	d	kr q@t
|
d	krq|
d |d kr|
d
 |d
 krqd|
kr|
dd}
t  jd|
 d7  _|	|
 |	d
7 }	qt  jd|
 d7  _|	|
 |	d
7 }	qg }tjjj dd|i}d}	|D ]\}}|	d
kr~ qt
|d	krqf|d |d ks|d
 |d
 krf|dd}t  jd| d7  _|	| |	d
7 }	qft|t|B |hB }n|h}t }|D ]D}
t|
d d	 D ]*}||j t  jd|j d7  _q*q||B }t }|rtjjddt||hB gddgdgdd
gd}|D ]\}|jr|jjdd d D ]6}| dd}t  jd| d7  _|| qq||B t|B }t|S )Nz|w:z: r   r   r+  zaddNinjaRevers r  zspellError, r   r   r  z<->z	addSpell z
            SELECT
                name, similarity(:word, name) as sim
            FROM cmf_synonym
            WHERE
                :word % name
            ORDER BY "sim" desc
            LIMIT 5;
             r   zaddSpellTrgm z
normalize r  rS  r  Zorderno)r-  r  r  r  ,r   zsynAdd )r  rW  r   r   r	   r   r   Zsuggestr  r0  r  r|  r  r~  rA  r  r  r  r]  morphparserN  Znormal_formr#  r  r$  r  r\  )r  r   r>  langZ
dictionaryZfiltered_suggestions3ZsuggestionsZfiltered_suggestionsr2  r  r  Zfiltered_suggestions2Zsuggestions2_listZsuggrc  Zall_suggestionsZnormalized_wordsZsynonym_wordsZsynonym_listZsynonymr  r   r   r   r}  /  s    


 



	 
$
 zCmfFullSearch.prepare_wordc                 C   s   t | j d S r  )Zcmf_deferred_taskr5  )r  r   r   r   minutely_hook  s    zCmfFullSearch.minutely_hook)NNNFFNNNNNNNNNNNN)Nr   F)TF)T)!__name__
__module____qualname____doc__r  r  staticmethodstrr  classmethodr  r  r  r  r  r  r  r  r  r  r  Z	BaseModelr  r)  Z
celery_appZtaskr5  r8  re  r[  rY  r}  r  r   r   r   r   r  h   s                     




)
                            L

i2
        `mr  ))r/  r  Zcmf.includeZcmf.data_providers.sqlalchemyr   Zcmf.fields.cmf_full_searchr  Zenchantr   Z	pymorphy2r   r  Zbs4r   ZMorphAnalyzerr  ZDictr	   r   r   r  r  r  Zrus_keyZeng_keydictr  r  r  r  r  r  r  r  r  Zcmf_full_searchr  ZAPPZHOOK_CRON_MINUTELYr0  r  r   r   r   r   <module>   sl   

                  L
	        A