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mZmZ ddlZ G d d      Z	 edk(  r ed	        ed
        ed	        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed        ed         ed!        ed"        ed#        ed$        ed	       yy)%ay  
Enhanced Polish Real Estate Extractor v2.0
Improvements:
1. Multi-pattern matching with priority
2. Better number normalization
3. Enhanced Polish morphology handling
4. Improved context analysis
5. Better handling of edge cases
6. Street name extraction with common Polish street types
7. Enhanced coordinate extraction
8. Better handling of ranges and "od/do" constructions
    N)DecimalInvalidOperation)datetimedate)DictAnyOptionalListTuplec                      e Zd ZdZd Zdeeef   fdZdede	e   fdZ
deded	edefd
ZdedefdZdede	e   fdZdede	e   fdZdedeeef   fdZdede	e   fdZdede	e   fdZdedeee	e   f   fdZdede	e   fdZdedede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdede	e   fdZdedeee	e   f   fdZ dedeee	e   f   fdZ!dede	e   fd Z"dede	e   fd!Z#dede	e   fd"Z$dede	e   fd#Z%dede	e   fd$Z&dede	e   fd%Z'd&edeeef   fd'Z(y())EnhancedPolishExtractorzM
    Enhanced version with significant improvements over base extractor.
    c                    | j                         | _        i ddddddddd	d
dddddddddddddddddddddddd
i ddddd dd!dd"dd#dd$dd%dd&dd'dd(ddd
d)dd*dd+dd,dd-dddd.| _        g d/| _        i d0g d1d2g d3d4g d5d6g d7d8g d9d:g d;d<g d=d>g d?d@g dAdBg dCdDg dEdFg dGdHg dIdJdKdLgdMg dNdOg dPdQdQdRgg dSg dTg dUdV| _        g dW| _        g dX| _        i dYdYdZdZd[d[d\d\d]d]d^d^d_d_d`d_dadadbdbdcdcdddcdedcdfdfdgdfdhdfdidji dkdkdldmdndodpdpdqdrdrdrdsdZdtdZdudadvdadwdjdxdkdydmdzdod{dpd|d_d}d]d~d^i| _        i ddddddddddddddddddddddddddddddddddddddddddddd
| _        i dddddddddddddddddddddddddddddddddddddddddddddd| _	        ddddddddd| _
        dddddddddddddd| _        i dddddddddddddddddddddddddddddddd| _        y )Nstycznia   lutego   marca   kwietnia   maja   czerwca   lipca   sierpnia   u	   września	   u   października
   	listopada   grudnia   u   styczeńlutymarzecu	   kwiecieńmajczerwieclipiecu	   sierpieńu	   wrzesieńu   październiklistopadu	   grudzieństyczlutmarkwczlipsierwrzu   paź)listgru)ulicazul\.zul alejaalejezal\.zal placzpl\.zpl rondozrondo osiedlezos\.zos bulwarbulwaryskwerparkdrogatraktszosadeptaku   pasażelevator)windu   dźwigu	   dźwigówwindaliftrC   electricity)   prądenergia
elektrycznu	   światłowater)wodu	   wodociągzinstalacja wodnah2ogas)gazgazowzinstalacja gazowaphone)telefonzlinia telefoniczntelefoniczninternet)rT      światłowód   siećwifizwi-fiu   łączeintercom)domofonwideodomofon	domofonowsewerage)
kanalizacju   ściekkanalizacyjn	equipment)u
   wyposażenumeblowa
   wyposażonu   sprzętgarden)u   ogródu   ogródeku   działk	zieleniectrawnikgarage)u   garażu   miejsce garażowebox   garaż podziemnybasement)piwnicsuterenpodpiwniczenattic)strychpoddaszeattykmansardterracetarastarasyseprete_kitchen)zosobna kuchniazoddzielna kuchniazwydzielona kuchnia	furnished)r`   meblera   u   z wyposażeniemsaunau   łaźni)klimatyzacjklimatyzowaklimau	   chłodzenzair conditioningza/cac)jacuzziu   wanna z hydromasażemu   hydromasażspa)balkonbalkonyloggiarr   )air_conditioningr|   balcony)	brakbezznie mau   niedostępneu
   nieobjęteznie posiadabrakujezniestety nieznie dotyczy)8warszawau   krakówu   wrocławu   poznańu   gdańskszczecin	bydgoszczlublinu
   białystokkatowicegdyniau   częstochowaradom	sosnowiecu   toruńkielcegliwicezabrzebytomolsztynu   bielsko-białau   rzeszówu   ruda śląskarybniktychyu   dąbrowa górniczau   płocku   elblągopoleu   gorzów wielkopolskiu
   wałbrzychu   włocławeku   tarnówu   chorzówkoszalinkaliszlegnicau
   grudziądzjaworznou   słupsku   jastrzębie-zdróju
   nowy sączu   jelenia górakoninu   piotrków trybunalskisiedlceu
   mysłowiceu   piłau   ostrów wielkopolskistargardgnieznou   suwałkiu   głogówu   chełmu   zamośću   tomaszów mazowieckiu   do wykończeniaz
do remontuzdo kapitalnego remontuu   do odświeżeniazbardzo dobrydobryidealnyperfekcyjnyzpo remonciezpo kapitalnym remoncienowynoweznowo wybudowanyzwysoki standardpremium	luksusowydeweloperskizstan deweloperskizstan surowyu   surowy zamkniętyu   stan surowy zamkniętyzsurowy otwartyzstan surowy otwartyzdo zamieszkaniau   zadowalającyu   przeciętnyzto renovatezfor renovationzafter renovationzfully renovatedzdeveloper standardzshell statezraw closed shellzraw open shellzready to move in	excellentz	very goodgoodzogrzewanie miejskiemiejskiezcentralne miejskiegazowerO   elektrycznerH      węglowezpiec kaflowyzpiece kaflowepieckominekkominkiolejowe   pompa ciepłau   ogrzewanie podłogowezdistrict heating)
zcentral heatingzgas heatingzelectric heatingelectriczcoal heatingstove	fireplacezoil heatingz	heat pumpzunderfloor heatingblok	kamienicaapartamentowiecu
   wieżowieczdrapacz chmuru   dom wolnostojącyzdom jednorodzinnyu	   bliźniakszeregowiecloft
rezydencjawilladworeku   pałac	pensjonatplombazbudynek mieszkalny)tenementzapartment buildingz	high-rise
skyscraperzdetached housezsingle-family housezsemi-detachedterraced	townhousevillamansion	pierwotny   wtórny)zrynek pierwotnyr   u   rynek wtórnyr   zprimary marketprimaryzsecondary market	secondary   własność   spółdzielcze własnościowe   spółdzielcze lokatorskie   użytkowanie wieczyste)r   u   pełna własnośćr   r   r   u   prawo własnościfreeholdzfull ownershipzcooperative ownershipzcooperative tenant rightzperpetual usufructzownership right	leasehold
plastikowepcv	drewniane
aluminiowealutrzyszybowe
dwuszybowejednoszybowepvcupvcwooden	aluminiumaluminumztriple glazedzdouble glazedzsingle glazed)_load_mappingexternal_mapping	months_plstreet_typesboolean_keywordsnegative_keywordspolish_citiescondition_mapheating_mapbuilding_type_mapmarket_type_mapownership_map
window_map)selfs    C/var/www/extractly/manual_agregator/description_agregator/engine.py__init__z EnhancedPolishExtractor.__init__   s    $ 2 2 4
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    returnc                    ddl }ddl}	 |j                  j                  |j                  j	                  t
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isinstancedict	Exception)r   r   r   herefnamer   fdatas           r   r   z%EnhancedPolishExtractor._load_mapping  s    
	77??277??8#<=D8ww||D%077>>$'dC':a#yy|'1$'=t2 ;: 9 I ;:  	I	s6   A4C ?C %C2C >C C
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ecologicalotherr   r   	heat_pump
solid_fuel)get)r   r  mappings      r   _heating_category_to_polishz3EnhancedPolishExtractor._heating_category_to_polish  s>    %'"()
 {{3r   textstartendc                     t        d|dz
        }t        t        |      |dz         }||| }t        t	        j
                  d|            S )zOCheck if around the match there is a heating anchor like 'ogrzewanie' or 'c.o.'r      uN   \bogrzew|c\.?o\.?|centralne\s+ogrzewanie|sieć\s+miejsk|ogrzewania|ogrzewaniem)maxminlenboolresearch)r   r  r  r  window_start
window_endctxs          r   _has_heating_contextz,EnhancedPolishExtractor._has_heating_context"  sJ    1ebj)TC"H-
<
+BIIoqtuvvr   c                     |sy|j                         }t        j                  d|      }dj                  |j	                               }|S )z6Enhanced normalization with Polish character handling. NFKC )lowerunicodedata	normalizer   split)r   r  s     r   normalize_textz&EnhancedPolishExtractor.normalize_text)  sD     zz| $$VT2 xx

%r   num_strc                    |syt        j                  dd|      }d|v r]d|v rY|j                  d      |j                  d      kD  r#|j                  dd      j                  dd      }nw|j                  dd      }ndd|v r|j                  dd      }nMd|v rI|j	                  d      dk(  r5|j                  d      }t        |d         dk  rn|j                  dd      }	 t        |      S # t        t        f$ r Y yw xY w)z
        Enhanced number normalization handling Polish and international formats.
        Examples: "2 500", "2.500", "2,500.50", "2500,50"
        Nz\s+r   ,.r   r   )
r  subrindexreplacecountr&  r  r   r   
ValueError)r   r(  partss      r   normalize_numberz(EnhancedPolishExtractor.normalize_number9  s    
  &&W- '>cWn~~c"W^^C%88!//#r2::3D "//#r2G^ooc3/GG^c 2a 7MM#&E58}!!//#r2	7## *- 		s   !
C, ,C>=C>c                    | j                  |      }g d}d}d}|D ]i  \  }}t        j                  ||t        j                        }|s.||kD  s4| j	                  |j                  d            }|sWd|cxk  rdk  scn f|}|}k |S )z>Enhanced price extraction with multiple patterns and priority.))u:   (?:czynsz|wynajem|koszt)[\s:]+(\d[\d\s\.,]*)\s*(?:zł|pln)Z   )u&   cena[\s:]+(\d[\d\s\.,]*)\s*(?:zł|pln)U   )uM   (\d[\d\s\.,]*)\s*(?:zł|pln)\s*(?:/|za|na)\s*(?:mc|miesiąc|miesięcznie|m-c)_   )u*   (?:^|\n|\|)\s*(\d[\d\s\.,]*)\s*(?:zł|pln)F   )u%   (\d[\d\s\.,]*)\s*(?:zł|złotych|pln)<   )u:   od\s+(\d[\d\s\.,]*)\s*(?:do\s+\d[\d\s\.,]*)?\s*(?:zł|pln)K   Nr   r   d   i )r'  r  r  
IGNORECASEr2  group)	r   r  patterns
best_matchbest_prioritypatternprioritymatchprices	            r   extract_pricez%EnhancedPolishExtractor.extract_price\  s    ""4(
$ 
!)GXIIgtR]];EM1--ekk!n=SE3V3!&J$,M "* r   c                 n  	 | j                  |      }dddd}g d}|D ]  \  }}t        j                  ||t        j                        }|s.|j	                  d      j                  dd      }	 t        |      }|j	                  d      j                         	d	v rd|d	<   |t        d
      z  |d<   ||d<   n3d	v sd	v rd|d	<   |t        d      z  |d<   ||d<   nd|d	<   ||d<   ||d<   t        	fddD              rd|d	<   |t        d      z  |d<   ||d<    |S  |S # t        t        f$ r Y w xY w)z.Enhanced area extraction with unit conversion.N)square_footage	area_unitarea_m2))u1   powierzchnia[\s:]+(\d+[,\.]?\d*)\s*(?:m2|m²|mkw)r6  )u9   (\d+[,\.]?\d*)\s*(?:m2|m²|mkw|metr[oó]w\s+kwadratowych)r4  )zpow\.?\s*(\d+[,\.]?\d*)r7  )z(\d+[,\.]?\d*)\s*har5  )u"   (\d+[,\.]?\d*)\s*(?:ar[yów]*|a\.)P   )u*   (\d+[,\.]?\d*)\s*(?:ft2|ft²|sq\s*ft|sqft)rI  )u:   area[\s:]+(\d+[,\.]?\d*)\s*(?:m2|m²|sqm|square\s*meters?)r7  r   r*  r+  r   harG  10000rH  rF  arz a100m2c              3   &   K   | ]  }|v  
 y wN ).0u
full_matchs     r   	<genexpr>z7EnhancedPolishExtractor.extract_area.<locals>.<genexpr>  s     U4Tq1
?4T   )ft2u   ft²zsq ftsqftrW  z0.092903)r'  r  r  r;  r<  r.  r   r#  anyr   r0  )
r   r  resultr=  r@  rA  rB  area_str
area_valuerT  s
            @r   extract_areaz$EnhancedPolishExtractor.extract_area  sz   ""4($(tM	
 "*GXIIgtR]];E ;;q>11#s;!(!2J "'Q!5!5!7Jz).2{+,69I,Iy)3=/0+tz/A.2{+,6,Gy)3=/0.2{+,6y)3=/0U4TUU.3{+-7'*:M-My)3=/0 ? "*>  )*5 s   /B,D!!D43D4c                    | j                  |      }g d}|D ]^  }t        j                  ||t        j                        }|s+|dk(  r y	 t	        |j                  d            }d|cxk  rdk  rn n|c S ` y# t        t        f$ r Y sw xY w)z0Enhanced room extraction with multiple patterns.)z(?:liczba\s+)?pokoi[\s:]+(\d+)u   (\d+)\s*[\-–]?\s*pokojow[eya]z(\d+)\s*pok\.?(?:\s|$|,)u(   mieszkanie\s+(\d+)\s*[\-–]?\s*pokojowez(\d+)\s+pokoje?(?:\s|,|$|\.|;)	kawalerkar_  r      Nr'  r  r  r;  intr<  r0  
IndexError)r   r  r=  r@  rB  roomss         r   extract_roomsz%EnhancedPolishExtractor.extract_rooms  s    ""4(
  GIIgtR]];El*A/EE'R'$    #J/ s   )A::BBc                    | j                  |      }g d}|D ]W  }t        j                  ||t        j                        }|s+	 t	        |j                  d            }d|cxk  rdk  rn n|c S Y y# t        t        f$ r Y lw xY w)zEnhanced bathroom extraction.)u   (\d+)\s*łazien[ekikę]+u   łazien[ekika]+[\s:]+(\d+)z(\d+)\s*(?:wc|toalet[ya])r   r    Nra  )r   r  r=  r@  rB  	bathroomss         r   extract_bathroomsz)EnhancedPolishExtractor.extract_bathrooms  s    ""4(
  GIIgtR]];E #EKKN 3II++((    #J/ s   )A33BBc                    | j                  |      }ddd}ddg}|D ]  }t        j                  ||t        j                        }|s+	 t	        |j                  d            }t	        |j                  d            }d|cxk  r|cxk  rdk  rn n||d	<   ||d
<   |c S  t        j                  d|      rd|d	<   ddg}|D ]Z  }t        j                  ||t        j                        }|s+	 t	        |j                  d            }d|cxk  rdk  r
n n||d	<    n\ ddg}	|	D ][  }t        j                  ||t        j                        }|s+	 t	        |j                  d            }d|cxk  rdk  rn n||d
<    |S ] |S # t        t        f$ r Y zw xY w# t        t        f$ r Y w xY w# t        t        f$ r Y w xY w)z.Enhanced floor extraction with better parsing.N)floor
floors_numu1   (?:piętro|pietro|pię)[\s:]*(\d+)\s*[/z]\s*(\d+)u.   (\d+)\s*[/z]\s*(\d+)\s*(?:piętro|pietro|pię)r   r   r   r:  rj  rk  z
\bparter\bu'   (?:na\s+)?(?:piętro|pietro)[\s:]+(\d+)u%   (\d+)\s*(?:\.?\s*)?(?:piętro|pietro)uW   budynek\s+(?:ma|posiada|składa\s+się\s+z)?\s*(\d+)\s*(?:piętr|kondygnacji|poziomów)u   (\d+)\s*[-–]\s*piętrowyra  )
r   r  rZ  combined_patternsr@  rB  rj  totalsingle_patternstotal_patternss
             r   extract_floorz%EnhancedPolishExtractor.extract_floor  s   ""4(t4 A=

 )GIIgtR]];EA/EA/EE1U1c1*/w/4|,% ) 99]D)F7O 74

 'GIIgtR]];EA/EE(S(*/w ' g)

 &GIIgtR]];EA/EE(S(/4|,  & S #J/ * #J/ " #J/ s7   	AF.-F-F0FFF-,F-0GGc                 (   | j                  |      }g d}t        j                         j                  }|D ]Z  }t	        j
                  ||t        j                        }|s+|j                  d      }t        |      }d|cxk  r|dz   k  sV|c S  \ y)z)Enhanced year extraction with validation.)zrok\s+budowy[\s:]+(\d{4})zbudow[aany]+[\s:]+(\d{4})z(?:z|rok)\s+(\d{4})z(\d{4})\s*r\.?(?:\s+budowy)?zwybudowany\s+w\s+(\d{4})r   i  r   N)	r'  r   nowyearr  r  r;  r<  rb  )r   r  r=  current_yearr@  rB  rs  year_ints           r   extract_build_yearz*EnhancedPolishExtractor.extract_build_year#  s    ""4(
  ||~**GIIgtR]];E{{1~t987|a'77K 8   r   fieldc           	         | j                  |      }|| j                  vry| j                  |   }|D ]  }t        j                  dt        j                  |       d|t        j
                        D ]  }|j                         }t        d|dz
        }t        t        |      |t        |      z   dz         }||| }	d}
| j                  D ]%  }|	t        d||z
  dz
        ||z
  d	z    }||v s#d
}
 n |
r  y  y
  y)z4Enhanced boolean extraction with morphology support.N\bz\w*r   r7  r  F   r   T)r'  r   r  finditerescaper;  r  r  r  r  r   )r   r  rw  keywordskeywordrB  poscontext_startcontext_endcontexthas_negativeneg
neg_searchs                r   extract_boolean_fieldz-EnhancedPolishExtractor.extract_boolean_field<  s   ""4(---((/G299W+=*>c%BD"--Xkkm !$AsRx 0!#d)S3w<-?"-DE}[9  %11C!(QM0A"0D)Ec-FWXYFY!ZJj('+ 2   ) Y  0 r   c                     | j                  |      }t        | j                  j                         d d      }|D ]  \  }}||v s|c S  y)zOEnhanced condition extraction with priority, returning POLISH canonical labels.c                     t        | d         S Nr   r  xs    r   <lambda>z;EnhancedPolishExtractor.extract_condition.<locals>.<lambda>d      SQRSTQUYr   TkeyreverseN)r'  sortedr   items)r   r  sorted_conditions
variant_plcanonical_pls        r   extract_conditionz)EnhancedPolishExtractor.extract_condition_  sV    ""4( #4#5#5#;#;#=CV`de(9$JT!## ): r   c                    | j                  |      }t        | j                  t              r| j                  j	                  d      nd}t        |t              r|rg }g }|j                         D ]  \  }}| j                  |      }|s|xs g D ]  }|j                         j                         s$|j                        }	|	dk(  r;|	t              z   }
t        fddD              }|r|j                  |	|f       s| j                  ||	|
      s|j                  |	|f         |r|j                  d        |d   d	   S |r|j                  d
        |d   d	   S t        | j                   j                         d d      D ]w  \  }}t#        j$                  dt#        j&                  |       d|t"        j(                        }|sE| j                  ||j+                         |j-                               su|c S  y)zEnhanced heating extraction.heating_typeNc              3   &   K   | ]  }|v  
 y wrP  rQ  )rR  anchps     r   rU  z:EnhancedPolishExtractor.extract_heating.<locals>.<genexpr>  s     #b:a$DAI:arV  )ogrzewzc.o	centralnerV   c                     | d   S r  rQ  r  s    r   r  z9EnhancedPolishExtractor.extract_heating.<locals>.<lambda>  s    qtr   )r  r   r   c                     | d   S r  rQ  r  s    r   r  z9EnhancedPolishExtractor.extract_heating.<locals>.<lambda>  s    QqTr   c                     t        | d         S r  r  r  s    r   r  z9EnhancedPolishExtractor.extract_heating.<locals>.<lambda>  r  r   Tr  ry  )r'  r   r   r   r  r  r  stripr#  findr  rY  appendr  sortr  r   r  r  r|  r;  r  r  )r   r  ex_mapstrong_hits	weak_hitsr  phrases	canonicalphraser  r  	is_strongpatmr  s                 @r   extract_heatingz'EnhancedPolishExtractor.extract_heatingl  s   ""4(   5 5t< ''++N;BF 	 fd#13K/1I &W <<SA	 %mmF,,.A ))A,Cby A,C ##b:a#b bI #**C+;<  44T3D%,,c9-=> ,	 !/*   ^ 4"1~a((>2 |A& %T%5%5%;%;%=CV`deNC		R		#/r2D"--HAT..tQWWYH   f
 r   c                     | j                  |      }t        | j                  j                         d d      D ]  \  }}||v s|c S  y)z"Enhanced building type extraction.c                     t        | d         S r  r  r  s    r   r  z?EnhancedPolishExtractor.extract_building_type.<locals>.<lambda>  s    SVWXYZW[S\r   Tr  N)r'  r  r   r  r   r  r  r  s       r   extract_building_typez-EnhancedPolishExtractor.extract_building_type  sM    ""4($T%;%;%A%A%CI\fjkNCd{   l r   c                 z    | j                  |      }| j                  j                         D ]  \  }}||v s|c S  y)z Enhanced market type extraction.N)r'  r   r  r  s       r   extract_market_typez+EnhancedPolishExtractor.extract_market_type  sA    ""4("2288:NCd{   ; r   c                     | j                  |      }t        | j                  j                         d d      D ]  \  }}||v s|c S  y)zExtract ownership form.c                     t        | d         S r  r  r  s    r   r  z@EnhancedPolishExtractor.extract_ownership_form.<locals>.<lambda>  s    sSTUVSWyr   Tr  N)r'  r  r   r  r  s       r   extract_ownership_formz.EnhancedPolishExtractor.extract_ownership_form  sM    ""4($T%7%7%=%=%?EXbfgNCd{   h r   c                 "   | j                  |      }dD ]
  }||v s|c S  t        | j                  j                         d d      D ]E  \  }}t	        j
                  dt	        j                  |       d|t        j                        sC|c S  y)z Extract window type information.)u   na południeu   na północu
   na wschódu
   na zachódc                     t        | d         S r  r  r  s    r   r  z9EnhancedPolishExtractor.extract_windows.<locals>.<lambda>  s    CPQRSPTIr   Tr  z(?:okna|okien)?[\s:]*\bry  N)r'  r  r   r  r  r  r|  r;  )r   r  dir_hintr  r  s        r   extract_windowsz'EnhancedPolishExtractor.extract_windows  s    ""4( TH4 T %T__%:%:%<BU_cdNCyy3BIIcN3C2Fbmm\   e
 r   c                    | j                  |      }d}t        j                  ||t        j                        }|r|j	                  d      S d}t        j                  ||t        j                        }|rt        |j	                  d            }|j	                  d      j                         }t        |j	                  d            }| j                  j                  |      }|r	 t        |||      }	|	j                  d      S t        j                  d|t        j                        r#t        j                         j                  d      S y# t        $ r Y Tw xY w)	z2Enhanced date extraction with Polish date parsing.u)   dostępn[eya]+\s+od\s+(\d{4}-\d{2}-\d{2})r   u1   dostępn[eya]+\s+od\s+(\d{1,2})\s+(\w+)\s+(\d{4})r   r   z%Y-%m-%dz&od\s+zaraz|natychmiast|od\s+razu|zarazN)r'  r  r  r;  r<  rb  r#  r   r  r   strftimer0  r   rr  )
r   r  iso_patternrB  
pl_patternday
month_namers  monthdate_objs
             r   extract_available_fromz.EnhancedPolishExtractor.extract_available_from  s   ""4( C		+tR]];;;q>! J
		*dBMM:ekk!n%CQ--/Ju{{1~&DNN&&z2E#D%5H#,,Z88
 99>bmmT<<>**:66 " s   &E 	EEc                    | j                  |      }g d}|D ]  }t        j                  ||t        j                        }|s+|j	                  d      j                  dd      }	 t        |      }|j	                  d      j                         }d|v r|t        d      z  }nd|v r|t        d	      z  }|c S  y
# t        t        f$ r Y w xY w)u   Extract land area (działka).)u-   działka[\s:]+(\d+[,\.]?\d*)\s*(?:m2|m²|mkw)u(   działka[\s:]+(\d+[,\.]?\d*)\s*(?:ha|ar)u+   powierzchnia\s+działki[\s:]+(\d+[,\.]?\d*)r   r*  r+  r   rJ  rK  rL  rM  N)
r'  r  r  r;  r<  r.  r   r#  r   r0  )r   r  r=  r@  rB  r[  arearT  s           r   extract_land_areaz)EnhancedPolishExtractor.extract_land_area  s    ""4(
  GIIgtR]];E ;;q>11#s;"8,D "'Q!5!5!7Jz)#gg&66+#gen4K  $  )*5 s   %AB::CCc                 L   ddd}d}t        j                  ||t         j                        }|r_	 t        |j	                  d            }t        |j	                  d            }d|cxk  rdk  rn |S d|cxk  rd	k  rn |S ||d
<   ||d<   |S |S # t
        t        f$ r Y |S w xY w)zExtract GPS coordinates.N)latlonzK(?:lat|latitude)[\s:]+(\d+\.\d+)[\s,]+(?:lon|lng|longitude)[\s:]+(\d+\.\d+)r   r   1   7         r  r  )r  r  r;  r   r<  r   r0  )r   r  rZ  coord_patternrB  r  r  s          r   extract_coordinatesz+EnhancedPolishExtractor.extract_coordinates	  s    d+ g		-r}}=	ekk!n-ekk!n- ??  (*SB  %(F5M$'F5M v %j1 s   AB 3B 
B B#"B#c                    | j                  |      }ddddddd}t        j                  d|      }|r|j                  d      |d<   | j                  D ]2  }dt        j
                  |       d|v s|j                         |d<    n | j                  D ]y  }| d}t        j                  ||t        j                        }|s0|j                  d      j                         }t        j                  d	d
|      }|j                         |d<    n ddg}	|	D ]^  }t        j                  ||t        j                        }|s+|j                  d      j                         }
|
j                         |d<    |S  |S )z.Enhanced address extraction with street types.N)r  streetdistrictzipcodeprovinceneighborhoodz\b(\d{2}-\d{3})\br   r  ry  r  uN   \s+([A-ZĄĆĘŁŃÓŚŹŻa-ząćęłńóśźż\s\-]+?)(?:\s+\d+|\s*,|\s*\.|$)z	\s+\d+.*$r   r  uN   dzielnica[\s:]+([A-ZĄĆĘŁŃÓŚŹŻa-ząćęłńóśźż\s\-]+?)(?:\,|\.|$)uL   osiedle[\s:]+([A-ZĄĆĘŁŃÓŚŹŻa-ząćęłńóśźż\s\-]+?)(?:\,|\.|$)r  )r'  r  r  r<  r   r|  titler   r;  r  r,  )r   r  rZ  zipcode_matchr  street_typer@  rB  street_namedistrict_patternsdistrict_names              r   extract_address_componentsz2EnhancedPolishExtractor.extract_address_components  st   ""4(Ddt
 		"6= - 3 3A 6F9 &&DRYYt_%R(D0!%v '  ,,K%&tuGIIgtR]];E#kk!n224 ff\2{C#.#4#4#6x  - ^[

 )GIIgtR]];E %A 4 4 6%2%8%8%:z" ) r   c                 4   | j                  |      }g d}|D ]~  }t        j                  ||t        j                        }|s+|j	                         r!|j                  d      j                         c S |j                  d      }d|v r yd|v r yd|v s~ y	 y
)zExtract parking space details.)z!parking[\s:]+(\w+(?:\s+\w+){0,2})z.miejsce\s+parkingowe[\s:]+(\w+(?:\s+\w+){0,2})z(\d+)\s*miejsc?\s*parkingowych?u   garaż\s+(\w+)zunderground\s+garagezon\-street\s+parkingzparking\s+spacer   r   undergroundrg   z	on-streetzparking na ulicyzparking spacezmiejsce parkingoweN)r'  r  r  r;  groupsr<  r  )r   r  parking_patternsr@  rB  r  s         r   extract_parking_spacez-EnhancedPolishExtractor.extract_parking_spaceK  s    ""4(	
 (GIIgtR]];E<<> ;;q>//11KKN A%-!#-"a'/ ( r   c                     | j                        g d}|D ]J  }t        j                  |t        j                        }|s+|j	                  d      j                         c S  t        fddD              ryy)z)Extract balcony information with details.)z balkon[\s:]+(\w+(?:\s+\w+){0,2})u   (\d+)\s*balkon[yów]*zloggia[\s:]+(\w+)r   c              3   &   K   | ]  }|v  
 y wrP  rQ  )rR  wordr  s     r   rU  z:EnhancedPolishExtractor.extract_balcony.<locals>.<genexpr>z  s     S(Rtt|(RrV  )r~   r   r   r   takN)r'  r  r  r;  r<  r  rY  )r   r  balcony_patternsr@  rB  s    `   r   extract_balconyz'EnhancedPolishExtractor.extract_balconyj  sn    ""4(
 (GIIgtR]];E{{1~++-- ( S(RSSr   c                    | j                  |      }g }i ddddddddddddddd	d	d
ddddddddddddddd	dd	}|j                         D ]l  \  }}||v s|j                  |      }|t        d|dz
        |t	        |      z   dz    t        fd| j                  D              r\|j                  |       n |rdj                  |      S dS )z2Extract available media as comma-separated string.rH   u   elektrycznośćzenergia elektrycznawodarO   kanalizacjarT   rU   rR   rG   rK   rN   r\   sewagezinternet accessfiber	telephonez
phone liner   r  r    c              3   &   K   | ]  }|v  
 y wrP  rQ  )rR  r  r  s     r   rU  z8EnhancedPolishExtractor.extract_media.<locals>.<genexpr>  s     L5Kc3'>5KrV  , N)	r'  r  r  r  r  rY  r   r  r   )r   r  
media_listmedia_keywordsr~  labelr  r  s          @r   extract_mediaz%EnhancedPolishExtractor.extract_media  sx   ""4(

&
 "#4
 F	

 5
 =
 

 Z
 y
 ,
 V
 5
 
 m
  z!
" Z#
$ %
& )'
, -224NGU$ii(s1c"f~c#g,.>r.ABLT5K5KLL%%e, 5 )3tyy$<<r   c                     | j                  |      }g }g d}|D ]  }||v s|j                  |        |rdj                  |      S dS )zExtract security features.)alarm
monitoringochronarY   rZ   u   teren zamkniętyu   rolety antywłamanioweu   drzwi antywłamaniowezsystem alarmowykamery
ogrodzenier  N)r'  r  r   )r   r  security_listsecurity_keywordsr~  s        r   extract_securityz(EnhancedPolishExtractor.extract_security  sX    ""4(
 )G$$$W- ) ,9tyy'BdBr   c                     | j                  |      }g d}|D ]J  }t        j                  ||t        j                        }|s+|j	                  d      j                         c S  y)z'Extract energy certificate information.)z)certyfikat\s+energetyczny[\s:]+([A-G]\+?)u*   świadectwo\s+energetyczne[\s:]+([A-G]\+?)z$klasa\s+energetyczna[\s:]+([A-G]\+?)z$energy\s+certificate[\s:]+([A-G]\+?)zenergy\s+class[\s:]+([A-G]\+?)r   N)r'  r  r  r;  r<  upper)r   r  r=  r@  rB  s        r   extract_energy_certificatez2EnhancedPolishExtractor.extract_energy_certificate  sZ    ""4(
  GIIgtR]];E{{1~++--  
 r   c                 l    | j                  |      }g d}t        |t        d      D ]
  }||v s|c S  y)zExtract building material.)
u   cegłabetonpustaku   wielka płytakeramzytsilikatdrewnou   kamieńu	   żelbetonceramikaTr  N)r'  r  r  )r   r  	materialsmaterials       r   extract_building_materialz1EnhancedPolishExtractor.extract_building_material  sA    ""4(
	
 yc4@H4 A r   descriptionc                    |si S i }| j                  |      |d<   | j                  |      }|j                  |       | j                  |      |d<   | j	                  |      |d<   | j                  |      |d<   | j                  |      }|j                  |       | j                  |      |d<   | j                  |      |d<   | j                  |      |d<   | j                  |      |d<   | j                  |      |d	<   | j                  |      |d
<   | j                  |      |d<   | j                  |      |d<   | j                  |      |d<   | j!                  |      |d<   | j#                  |      |d<   | j%                  |      |d<   | j'                  |      |d<   | j)                  |      |d<   | j+                  |      }|j                  |       | j-                  |      }|j                  |       | j.                  j1                         D ]  }| j3                  ||      }	|	|	||<    |j5                         D ]  \  }
}	|
|vs||
   |	||
<    |S )a  
        Main extraction method with all improvements.
        
        Args:
            description: The listing description text
            additional_fields: Any pre-extracted structured fields
        
        Returns:
            Dictionary with all extracted fields
        rent	land_areard  rg  estate_conditionr  building_typemarket_type
build_yearavailable_fromownership_formwindowsbuilding_materialenergy_certificater   parking_spacemediasecurity)rD  r]  updater  re  rh  rp  r  r  r  r  rv  r  r  r  r  r  r  r  r  r  r  r  r   keysr  r  )r   r  additional_fieldsrZ  	area_data
floor_dataaddress_data
coord_datarw  valuer  s              r   extract_allz#EnhancedPolishExtractor.extract_all  s    I ++K8v %%k2	i  #44[A{ ,,[9w"44[A{ ''4
j! &*%;%;K%H!"!%!5!5k!B~"&"<"<["I $ 8 8 E}#66{C|#'#>#>{#K #'#>#>{#K  00=y&*&D&D[&Q"#'+'F'F{'S#$ !00=y"&"<"<["I,,[9w!22;?z 66{Cl# --k:
j! **//1E..{EBE  %u 2 ,113JC& F3K$7#s 4 r   N))__name__
__module____qualname____doc__r   r   strr   r   r	   r  rb  r  r  r'  r   r2  rD  r]  re  rh  rp  rv  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r%  rQ  r   r   r   r      s   c
PtCH~  s  x}  "w wS ws wt w3 3  ! !0A !F"# "(7*; "H0 0c3h 0d# (3- 6c hsm ,># >$sHSM/A*B >@s x} 2!# !c !htn !Fc hsm /C /HSM /b# (3-   3 8C= C HSM  3 8C= @c hw.? < S(7:K5K0L *+s +tC#<N7O +Z# (3- >C HSM *#=# #=(3- #=JCS CXc] C"s x} (c hsm Gs GDcN Gr   r   __main__zF======================================================================z*ENHANCED POLISH REAL ESTATE EXTRACTOR V2.0u   
📋 IMPROVEMENTS OVER V1:u2     ✓ Multi-pattern matching with priority scoringu3     ✓ Better Polish number normalization (2.500,50)u6     ✓ Enhanced morphology handling (wind/winda/windę)u4     ✓ Improved context analysis (negation detection)u7     ✓ Better street extraction with Polish street typesu;     ✓ Extended vocabulary (100+ cities, all building types)u*     ✓ Coordinate extraction and validationu     ✓ Land area extractionu"     ✓ Security features extractionu#     ✓ Energy certificate extractionu#     ✓ Media availability extractionu&     ✓ Better range handling (50-70 m2)u   
📁 FILES YOU NEED:z'  1. polish_extractor_v2.py (this file)z*  2. django_integration.py (update import)z2  3. extract_property_data.py (management command)u   
🚀 USAGE:z'  See detailed guide in docstring abovez  Quick test:zF    from extractors.polish_extractor_v2 import EnhancedPolishExtractorz)    extractor = EnhancedPolishExtractor()z4    data = extractor.extract_all('your description')u   
⚡ EXPECTED PERFORMANCE:z+  50-200 properties/second on 2-core serverz&  No GPU required, pure Python + regex)r)  r  decimalr   r   r   r   typingr   r   r	   r
   r   r$  r   r&  printrQ  r   r   <module>r/     sG   
 - # 3 3 J Jb bH	 z	&M	
67	&M	
()	
>?	
?@	
BC	
@A	
CD	
GH	
67	
&'	
./	
/0	
/0	
23	
"#	
34	
67	
>?	/	
34	/	
RS	
56	
@A	
'(	
78	
23	&M= r   