Ë
    BêñiŸ  ã                   óî   — d dl Zd dlZd dlZd dlZd dlZd dlZd dlmZ d dl	m
Z
 d dlmZmZmZmZmZmZ d dlmZ d dlZd dlmZmZ d dlmZ d dlmZ d d	lmZ d d
lm Z! d dl"m#Z#m$Z$m%Z% dZ& G d„ de«      Z'y)é    N)Údeepcopy)ÚTextIOWrapper)ÚAnyÚ	GeneratorÚIterableÚMappingÚSequenceÚget_args)Úuuid4)Úshow_warningÚshow_warning_once)Úto_dict)Ú
QdrantBase)Úcommon_types)Úmodels)ÚLocalCollectionÚDEFAULT_VECTOR_NAMEÚignore_mentioned_ids_filterz	meta.jsonc            !       óL  ‡ — e Zd ZdZdZd|dededdfˆ fd„Zedefd„«       Z	d	e
ddfd
„Zd}d„Zd}d„Zdedefd„Z	 	 	 	 	 	 	 d~dedej"                  ee   z  eeee   f   z  ej,                  z  ej.                  z  dej0                  dz  dej2                  dz  dededz  deee   z  ej6                  z  deee   z  dedz  d	e
deej8                     fd„Z	 	 	 	 ddedej0                  dz  dedededz  d	e
dej<                  fd„Z	 	 	 	 ddedej0                  dz  dedededz  d	e
dej@                  fd„Z!dedejD                  dz  dedz  dejF                  dz  deejD                  e$ejJ                     f   f
d„Z&deejN                     ejN                  z  dz  dedeejN                     fd „Z(dejN                  dedejN                  fd!„Z)	 	 	 	 	 	 	 	 	 	 	 d€dedejD                  dz  dedz  dejN                  eejN                     z  dz  dej0                  dz  dej2                  dz  dededz  deee   z  ej6                  z  deee   z  dedz  dejF                  dz  d	e
dejT                  fd"„Z+ded#eejX                     d	e
deejT                     fd$„Z-	 	 	 	 	 	 	 	 	 	 	 	 d�ded%edejJ                  ee   z  eee      z  ej\                  z  ejD                  z  ej"                  z  ej^                  z  ej`                  z  ejb                  z  dz  dedz  dejN                  eejN                     z  dz  dej0                  dz  dej2                  dz  ded&edeee   z  ej6                  z  deee   z  dedz  d'ejd                  dz  dejF                  dz  d	e
dejf                  f d(„Z4	 	 	 	 	 	 d‚ded)ej0                  dz  ded*ejj                  dz  dejJ                  dz  deee   z  ej6                  z  deee   z  d	e
deeejl                     ejJ                  dz  f   fd+„Z7	 	 dƒded,ej0                  dz  d-ed	e
dejp                  f
d.„Z9	 	 	 d„ded/ed0ej0                  dz  ded-ed	e
dejt                  fd1„Z;	 	 d…ded2ejx                  d3ej0                  dz  d4ejz                  dz  d	e
dej|                  fd5„Z?	 d†ded2eej€                     d3ej0                  dz  d	e
dej|                  f
d6„ZAded7ee   d2ej„                  d	e
dej|                  f
d8„ZC	 	 d‡ded9eejJ                     deee   z  ej6                  z  deee   z  d	e
deejl                     fd:„ZDeEdˆd;edej|                  fd<„«       ZFded=ej„                  d	e
dej|                  fd>„ZG	 d†ded?ej�                  d2ej„                  d/edz  d	e
dej|                  fd@„ZIded?ej�                  d2ej„                  d	e
dej|                  f
dA„ZJdedBee   d2ej„                  d	e
dej|                  f
dC„ZKded=ej„                  d	e
dej|                  fdD„ZLdedEeejš                     d	e
deej|                     fdF„ZNdGeejž                     d	e
defdH„ZPded	e
dej¢                  fdI„ZRd	e
dej¢                  fdJ„ZSd	e
dej¨                  fdK„ZUded	e
dej¬                  fdL„ZWded	e
defdM„ZX	 	 d…dedNeYeej´                  f   dz  dOej�                  dz  d	e
def
dP„Z[dededz  fdQ„Z\ded	e
defdR„Z]	 	 	 d‰dedSej¼                  eYeej¼                  f   z  dz  dNeYeej´                  f   dz  dOej�                  dz  d	e
defdT„Z_	 	 	 d‰dedSej¼                  eYeej¼                  f   z  dz  dNeYeej´                  f   dz  dOej�                  dz  d	e
defdU„Z`	 	 d…ded2eaejÄ                     d3ej0                  dz  d4ejz                  dz  d	e
ddfdV„Zc	 	 d…ded2eaejÄ                  ejl                  z     d3ej0                  dz  d4ejz                  dz  ddf
dW„Zd	 	 	 	 dŠded7eeeej"                  f   ej"                  z  eaejÌ                     z  d?eaeee
e
f      dz  d9eaejJ                     dz  d3ej0                  dz  d4ejz                  dz  d	e
ddfdX„Zg	 	 d…dedYedZejÐ                  dz  d[ejÐ                  dz  d	e
dej|                  fd\„ZidedYed	e
dej|                  fd]„Zjded	e
deejÖ                     fd^„Zlded	e
dejÖ                  dz  fd_„Zmded`ed	e
defda„Znd	e
deejÖ                     fdb„Zod	e
dejÖ                  fdc„Zpd`ed	e
defdd„Zqdeded	e
defde„Zrdedfed	e
deejÖ                     fdg„Zsdedfed	e
dejÖ                  dz  fdh„Ztdedfed`ed	e
def
di„Zudedfeded	e
def
dj„Zv	 	 	 d‰dedkejî                  dledz  dmedz  dnee   dz  d	e
defdo„Zxdedkejî                  d	e
defdp„Zydejô                  fdq„Z{dedrejø                  d	e
defds„Z}dedejü                  fdt„Zde�j                   fdu„Z�defdv„Z‚dwed	e
defdx„Zƒded	e
de�j                  fdy„Z…ded	e
de�j                  fdz„Z‡d	e
de�j                  fd{„Z‰ˆ xZŠS )‹ÚQdrantLocalaD  
    Everything Qdrant server can do, but locally.

    Use this implementation to run vector search without running a Qdrant server.
    Everything that works with local Qdrant will work with server Qdrant as well.

    Use for small-scale data, demos, and tests.
    If you need more speed or size, use Qdrant server.
    i N  ÚlocationÚforce_disable_check_same_threadÚreturnNc                 óª   •— t         ‰| �  «        || _        || _        |dk7  | _        i | _        i | _        d| _        | j                  «        d| _	        y)a$  
        Initialize local Qdrant.

        Args:
            location: Where to store data. Can be a path to a directory or `:memory:` for in-memory storage.
            force_disable_check_same_thread: Disable SQLite check_same_thread check. Use only if you know what you are doing.
        z:memory:NF)
ÚsuperÚ__init__r   r   Ú
persistentÚcollectionsÚaliasesÚ_flock_fileÚ_loadÚ_closed)Úselfr   r   Ú	__class__s      €úb/var/www/pod-logistic/pod-ai/venv/lib/python3.12/site-packages/qdrant_client/local/qdrant_local.pyr   zQdrantLocal.__init__0   sR   ø€ ô 	‰ÑÔØ/NˆÔ,Ø ˆŒØ" jÑ0ˆŒØ79ˆÔØ')ˆŒØ15ˆÔØ�
‰
ŒØ"ˆ�ó    c                 ó   — | j                   S ©N)r"   ©r#   s    r%   ÚclosedzQdrantLocal.closedB   s   € à�|‰|Ðr&   Úkwargsc                 ó¼  — d| _         | j                  j                  «       D ]K  }|�|j                  «        Œt	        dt        | j                  j                  «       «      › �t        d¬«       ŒM 	 | j                  �Q| j                  j                  s:dd l
}|j                  | j                  «       | j                  j                  «        y y y # t        $ r Y y w xY w)NTzLCollection appears to be None before closing. The existing collections are: é   )ÚmessageÚcategoryÚ
stacklevelr   )r"   r   ÚvaluesÚcloser   ÚlistÚkeysÚUserWarningr    r*   ÚportalockerÚunlockÚ	TypeError)r#   r+   Ú
collectionr6   s       r%   r2   zQdrantLocal.closeF   sÐ   € ØˆŒØ×*Ñ*×1Ñ1Ó3ò 		ˆJØÐ%Ø× Ñ Õ"äØjÜ˜D×,Ñ,×1Ñ1Ó3Ó4Ð5ð7ä(Ø ö	ð			ð		Ø×ÑÐ+°D×4DÑ4D×4KÒ4KÛ"ð ×"Ñ" 4×#3Ñ#3Ô4Ø× Ñ ×&Ñ&Õ(ð 5LÐ+øô ò 	áð	ús   Á1AC Ã	CÃCc                 ó.  — d}| j                   sy t        j                  j                  | j                  t
        «      }t        j                  j                  |«      s_t        j                  | j                  d¬«       t        |d«      5 }|j                  t        j                  i i dœ«      «       d d d «       �nt        |d«      5 }t        j                  |«      }|d   j                  «       D ]È  \  }}|D ]  }|j                  |d «       Œ t        j                   di |¤Ž}| j#                  |«      }	t%        ||	| j&                  ¬«      }
|
| j(                  |<   t+        |
j,                  «      | j.                  kD  sŒ�t1        d	| j.                  d
›d|› dt+        |
j,                  «      › d�t2        d¬«       ŒÊ |d   | _        d d d «       t        j                  j                  | j                  d«      }t        j                  j                  |«      sGt        j                  | j                  d¬«       t        |d«      5 }|j                  d«       d d d «       t        |d«      | _        dd l}	 |j;                  | j6                  |j<                  j>                  |j<                  j@                  z  «       y # 1 sw Y   Œ÷xY w# 1 sw Y   �ŒxY w# 1 sw Y   Œ€xY w# |jB                  jD                  $ r tG        d| j                  › d�«      ‚w xY w)N)Ú	init_fromT©Úexist_okÚw©r   r   Úrr   )r   z=Local mode is not recommended for collections with more than ú,z points. Collection <z> contains zd points. Consider using Qdrant in Docker or Qdrant Cloud for better performance with large datasets.é   )r/   r0   r   z.lockztmp lock filezr+r   zStorage folder zw is already accessed by another instance of Qdrant client. If you require concurrent access, use Qdrant server instead.© )$r   ÚosÚpathÚjoinr   ÚMETA_INFO_FILENAMEÚexistsÚmakedirsÚopenÚwriteÚjsonÚdumpsÚloadÚitemsÚpopÚrest_modelsÚCreateCollectionÚ_collection_pathr   r   r   ÚlenÚidsÚLARGE_DATA_THRESHOLDr   r5   r   r    r6   ÚlockÚ	LockFlagsÚ	EXCLUSIVEÚNON_BLOCKINGÚ
exceptionsÚLockExceptionÚRuntimeError)r#   Údeprecated_config_fieldsÚ	meta_pathÚfÚmetaÚcollection_nameÚconfig_jsonÚkeyÚconfigÚcollection_pathr9   Úlock_file_pathr6   s                r%   r!   zQdrantLocal._load^   s·  € Ø#1Ð à�ŠØÜ—G‘G—L‘L §¡Ô0BÓCˆ	Ü�w‰w�~‰~˜iÔ(Ü�K‰K˜Ÿ™°Õ5Ü�i Ó%ð H¨Ø—‘œŸ
™
°2À"Ñ#EÓFÔG÷Hñ Hô �i Ó%ð /¨Ü—y‘y “|�Ø48¸Ñ4G×4MÑ4MÓ4Oò Ñ0�O [à0ò3˜ð $Ÿ™¨¨TÕ2ð	3ô
 )×9Ñ9ÑH¸KÑH�FØ&*×&;Ñ&;¸OÓ&L�OÜ!0ØØ'Ø8<×8\Ñ8\ô"�Jð
 9C�D×$Ñ$ _Ñ5Ü˜:Ÿ>™>Ó*¨T×-FÑ-FÓFÜ$Ø[Ø#×8Ñ8¸Ð;ð <+Ø+:Ð*;¸;ÄsÈ:Ï>É>ÓGZÐF[ð \3ð3ô
 &1Ø'(öðð0  $ I™�”÷5/ô8 Ÿ™Ÿ™ d§m¡m°WÓ=ˆÜ�w‰w�~‰~˜nÔ-Ü�K‰K˜Ÿ™°Õ5Ü�n cÓ*ð )¨aØ—‘˜Ô(÷)ä °Ó5ˆÔãð		Ø×ÑØ× Ñ Ø×%Ñ%×/Ñ/°+×2GÑ2G×2TÑ2TÑTõ÷UHð Hú÷/ñ /ú÷>)ð )ûð ×%Ñ%×3Ñ3ò 	ÜØ! $§-¡- ð 1Pð Qóð ð	ús9   Â
(J<ÃB7KÆ AKÉKÉ4AK! Ê<KËKËKË!3Lc                 óÖ  — | j                   sy | j                  rt        d«      ‚t        j                  j                  | j                  t        «      }t        |d«      5 }|j                  t        j                  | j                  j                  «       D ��ci c]  \  }}|t        |j                  «      “Œ c}}| j                   dœ«      «       d d d «       y c c}}w # 1 sw Y   y xY w)Nú=QdrantLocal instance is closed. Please create a new instance.r>   r?   )r   r*   r]   rD   rE   rF   r   rG   rJ   rK   rL   rM   r   rO   r   re   r   )r#   r_   r`   rb   r9   s        r%   Ú_savezQdrantLocal._saveš   sÆ   € Ø�ŠØà�;Š;ÜÐ^Ó_Ð_ä—G‘G—L‘L §¡Ô0BÓCˆ	Ü�)˜SÓ!ð 	 QØ�G‰GÜ—
‘
ð @D×?OÑ?O×?UÑ?UÓ?W÷(á ; °ð ,¬W°Z×5FÑ5FÓ-GÑGó(ð $(§<¡<ñóô
÷	ð 	ùó(÷		ð 	ús   Á8CÂ CÂ7CÃCÃC(rb   c                 óÜ   — | j                   rt        d«      ‚|| j                  v r| j                  |   S || j                  v r| j                  | j                  |      S t	        d|› d�«      ‚)Nri   úCollection ú
 not found)r*   r]   r   r   Ú
ValueError©r#   rb   s     r%   Ú_get_collectionzQdrantLocal._get_collection¯   so   € Ø�;Š;ÜÐ^Ó_Ð_à˜d×.Ñ.Ñ.Ø×#Ñ# OÑ4Ð4Ø˜dŸl™lÑ*Ø×#Ñ# D§L¡L°Ñ$AÑBÐBÜ˜; Ð&7°zÐBÓCÐCr&   Úquery_vectorÚquery_filterÚsearch_paramsÚlimitÚoffsetÚwith_payloadÚwith_vectorsÚscore_thresholdc
           	      óT   — | j                  |«      }|j                  |||||||	¬«      S )N)rq   rr   rt   ru   rv   rw   rx   )rp   Úsearch)r#   rb   rq   rr   rs   rt   ru   rv   rw   rx   r+   r9   s               r%   rz   zQdrantLocal.search¹   sA   € ð" ×)Ñ)¨/Ó:ˆ
Ø× Ñ Ø%Ø%ØØØ%Ø%Ø+ð !ó 
ð 	
r&   ÚsampleÚusingc                 óN   — | j                  |«      }|j                  ||||¬«      S ©N)rr   rt   r{   r|   )rp   Úsearch_matrix_offsets©r#   rb   rr   rt   r{   r|   r+   r9   s           r%   r   z!QdrantLocal.search_matrix_offsetsÕ   s5   € ð ×)Ñ)¨/Ó:ˆ
Ø×/Ñ/Ø%¨U¸6Èð 0ó 
ð 	
r&   c                 óN   — | j                  |«      }|j                  ||||¬«      S r~   )rp   Úsearch_matrix_pairsr€   s           r%   r‚   zQdrantLocal.search_matrix_pairsã   s5   € ð ×)Ñ)¨/Ó:ˆ
Ø×-Ñ-Ø%¨U¸6Èð .ó 
ð 	
r&   ÚqueryÚlookup_fromc           	      ó~  ‡‡‡‡‡‡— |r|j                   n‰Š| j                  ‰«      Š|�|nt        }|�|j                  �|j                  n|Š‰‰j                  v }‰‰j
                  v }|r‰j                  Šn|r‰j
                  Šn‰j                  Št        «       Šdt        j                  dt        j                  fˆˆˆˆˆˆfd„}t        |«      }t        |t        j                  «      r ||j                  «      |_        |‰fS t        |t        j                  «      r¢|j                   j"                  �9|j                   j"                  D �	cg c]
  }	 ||	«      ‘Œ c}	|j                   _        |j                   j$                  �9|j                   j$                  D �	cg c]
  }	 ||	«      ‘Œ c}	|j                   _        |‰fS t        |t        j&                  «      rÔ ||j(                  j*                  «      |j(                  _        t        |j(                  j,                  t.        «      r|j(                  j,                  n|j(                  j,                  g}
|
D �cg c]9  }t        j0                   ||j$                  «       ||j"                  «      ¬«      ‘Œ; c}|j(                  _        |‰fS t        |t        j2                  «      r�t        |j,                  t.        «      r|j,                  n|j,                  g}
|
D �cg c]9  }t        j0                   ||j$                  «       ||j"                  «      ¬«      ‘Œ; c}|_        |‰fS t        |t        j4                  «      r	 |‰fS t        |t        j6                  «      r	 |‰fS t        |t        j8                  «      r	 |‰fS c c}	w c c}	w c c}w c c}w )z´
        Resolves any possible ids into vectors and returns a new query object, along with a set of the mentioned
        point ids that should be filtered when searching.
        Úvector_inputr   c                 ó°  •— t        | t        t        j                  «      «      r±t        | t        j
                  «      rt        | «      } | }|‰j                  vrt        d|› d�«      ‚‰j                  |   }‰	‰v r	‰‰	   |   }nt        d‰	› d�«      ‚t        |t        j                  «      r|j                  «       }‰‰k(  r‰j                  |«       |S | S )NzPoint z is not found in the collectionzVector rm   )Ú
isinstancer
   ÚtypesÚPointIdÚuuidÚUUIDÚstrrU   rn   ÚnpÚndarrayÚtolistÚadd)
r†   Úpoint_idÚidxÚvecr9   rb   Úcollection_vectorsÚlookup_collection_nameÚmentioned_idsÚvector_names
       €€€€€€r%   Úinput_into_vectorz;QdrantLocal._resolve_query_input.<locals>.input_into_vector  sË   ø€ ô ˜,¬´·±Ó(?Ô@Ü˜l¬D¯I©IÔ6Ü#& |Ó#4�LØ'�Ø :§>¡>Ñ1Ü$ v¨h¨ZÐ7VÐ%WÓXÐXà —n‘n XÑ.�ØÐ"4Ñ4Ø,¨[Ñ9¸#Ñ>‘Cä$ w¨{¨m¸:Ð%FÓGÐGÜ˜c¤2§:¡:Ô.ØŸ*™*›,�CØ"Ð&<Ò<Ø!×%Ñ% hÔ/Ø�
à#Ð#r&   )ÚpositiveÚnegative)r9   rp   r   ÚvectorÚsparse_vectorsÚmultivectorsÚvectorsÚsetr‰   ÚVectorInputr   rˆ   rQ   ÚNearestQueryÚnearestÚRecommendQueryÚ	recommendr›   rš   ÚDiscoverQueryÚdiscoverÚtargetÚcontextr3   ÚContextPairÚContextQueryÚOrderByQueryÚFusionQueryÚRrfQuery)r#   rb   rƒ   r|   r„   Úsearch_in_vector_nameÚsparseÚmultir™   r†   ÚpairsÚpairr9   r•   r–   r—   r˜   s    `          @@@@@r%   Ú_resolve_query_inputz QdrantLocal._resolve_query_inputñ   s[  ý€ ñ <G ×!7Ò!7ÈOÐØ×)Ñ)Ð*@ÓAˆ
à).Ð):¡Ô@SÐð Ð&¨;×+=Ñ+=Ð+Ið ×Òà&ð 	ð  
× 9Ñ 9Ð9ˆØ˜z×6Ñ6Ð6ˆÙØ!+×!:Ñ!:ÑÙØ!+×!8Ñ!8Ñà!+×!3Ñ!3Ðô -0«Eˆð	$Ü×+Ñ+ð	$ä×Ñ÷	$ò 	$ô. ˜“ˆÜ�eœ[×5Ñ5Ô6Ù-¨e¯m©mÓ<ˆEŒMðT �mÐ#Ð#ôQ ˜œ{×9Ñ9Ô:Ø�‰×'Ñ'Ð3àHMÏÉ×H`ÑH`ö,Ø8DÑ% lÕ3ò,�—‘Ô(ð �‰×'Ñ'Ð3àHMÏÉ×H`ÑH`ö,Ø8DÑ% lÕ3ò,�—‘Ô(ðD �mÐ#Ð#ô= ˜œ{×8Ñ8Ô9Ù$5°e·n±n×6KÑ6KÓ$LˆE�N‰NÔ!ô ˜eŸn™n×4Ñ4´dÔ;ð —‘×&Ò&à—n‘n×,Ñ,Ð-ð ð "ö&ð
 ô	 ×'Ñ'Ù.¨t¯}©}Ó=Ù.¨t¯}©}Ó=öò&ˆE�N‰NÔ"ð. �mÐ#Ð#ô! ˜œ{×7Ñ7Ô8Ü%/°·±¼tÔ%D�E—M’MÈ5Ï=É=È/ˆEð "öð
 ô	 ×'Ñ'Ù.¨t¯}©}Ó=Ù.¨t¯}©}Ó=öòˆEŒMð �mÐ#Ð#ô ˜œ{×7Ñ7Ô8Øð �mÐ#Ð#ô ˜œ{×6Ñ6Ô7Øð �mÐ#Ð#ô ˜œ{×3Ñ3Ô4Øà�mÐ#Ð#ùòM,ùò,ùò&ùòs   ÅN+Æ N0É>N5Ì>N:Úprefetchc                 ó’  — |€g S t        |t        «      rt        |«      dk(  rg S g }t        |t        j                  «      rF|g}|j                  t        |j                  t        «      r|j                  n|j                  g«       nt        |t        «      rt        |«      }|D �cg c]  }|�| j                  ||«      ‘Œ c}S c c}w )Nr   )	rˆ   r3   rT   r‰   ÚPrefetchÚextendrµ   r	   Ú_resolve_prefetch_input)r#   rµ   rb   Ú
prefetchess       r%   Ú_resolve_prefetches_inputz%QdrantLocal._resolve_prefetches_inputX  s¾   € ð
 ÐØˆIä�h¤Ô%¬#¨h«-¸1Ò*<ØˆIàˆ
Ü�h¤§¡Ô/Ø"˜ˆJØ×ÑÜ%/°×0AÑ0AÄ4Ô%H�×!Ò!Èx×O`ÑO`ÐNaõô ˜¤(Ô+Ü˜h›ˆJð 'ö
àØÐ#ð ×(Ñ(¨°?ÕCò
ð 	
ùò 
s   Â&Cc                 ó:  — |j                   €|S t        |«      }| j                  ||j                   |j                  |j                  «      \  }}||_         t        |j                  t        |«      «      |_        | j                  |j                  |«      |_	        |S r(   )
rƒ   r   r´   r|   r„   r   Úfilterr3   r»   rµ   )r#   rµ   rb   rƒ   r—   s        r%   r¹   z#QdrantLocal._resolve_prefetch_inputr  sŒ   € ð �>‰>Ð!ØˆOä˜HÓ%ˆØ#×8Ñ8ØØ�N‰NØ�N‰NØ× Ñ ó	 
Ñˆˆ}ð ˆŒä5°h·o±oÄtÈMÓGZÓ[ˆŒà ×:Ñ:¸8×;LÑ;LÈoÓ^ˆÔàˆr&   c                 óà   — | j                  |«      }|�,| j                  ||||«      \  }}t        |t        |«      «      }| j	                  ||«      }|j                  |||||||xs d|	|
¬«	      S )Nr   )	rƒ   rµ   rr   r|   rx   rt   ru   rv   rw   )rp   r´   r   r3   r»   Úquery_points)r#   rb   rƒ   r|   rµ   rr   rs   rt   ru   rv   rw   rx   r„   r+   r9   r—   s                   r%   r¿   zQdrantLocal.query_points‡  s”   € ð  ×)Ñ)¨/Ó:ˆ
àÐØ#'×#<Ñ#<Ø ¨¨{ó$Ñ ˆE�=ô 7°|ÄTÈ-ÓEXÓYˆLà×1Ñ1°(¸OÓLˆà×&Ñ&ØØØ%ØØ+ØØ’;˜QØ%Ø%ð 'ó 

ð 
	
r&   Úrequestsc                 ó0  — |D �cg c]†  }| j                  ||j                  |j                  |j                  |j                  xs d|j
                  |j                  |j                  |j                  |j                  |j                  ¬«      ‘Œˆ c}S c c}w )Né
   )rb   rƒ   rµ   rr   rt   ru   rv   rw   rx   r|   r„   )r¿   rƒ   rµ   r½   rt   ru   rv   Úwith_vectorrx   r|   r„   )r#   rb   rÀ   r+   Úrequests        r%   Úquery_batch_pointszQdrantLocal.query_batch_points­  sŽ   € ð( $ö
ð ð ×ÑØ /Ø—m‘mØ ×)Ñ)Ø$Ÿ^™^Ø—m‘mÒ) rØ—~‘~Ø$×1Ñ1Ø$×0Ñ0Ø '× 7Ñ 7Ø—m‘mØ#×/Ñ/ð õ ò
ð 	
ùò 
s   …BBÚgroup_byÚ
group_sizeÚwith_lookupc                 ó<  — | j                  |«      }|�,| j                  ||||«      \  }}t        |t        |«      «      }d }|�=t	        |t
        «      r| j                  |«      }n| j                  |j                  «      }|j                  |||||||	|
||||¬«      S )N)rƒ   rr   r|   rµ   rt   rÆ   rÇ   rv   rw   rx   rÈ   Úwith_lookup_collection)rp   r´   r   r3   rˆ   r�   r9   Úquery_groups)r#   rb   rÆ   rƒ   r|   rµ   rr   rs   rt   rÇ   rv   rw   rx   rÈ   r„   r+   r9   r—   rÊ   s                      r%   Úquery_points_groupszQdrantLocal.query_points_groupsÄ  sÅ   € ð6 ×)Ñ)¨/Ó:ˆ
ØÐØ#'×#<Ñ#<Ø ¨¨{ó$Ñ ˆE�=ô 7°|ÄTÈ-ÓEXÓYˆLØ!%ÐØÐ"Ü˜+¤sÔ+Ø)-×)=Ñ)=¸kÓ)JÑ&à)-×)=Ñ)=¸k×>TÑ>TÓ)UÐ&à×&Ñ&ØØ%ØØØØØ!Ø%Ø%Ø+Ø#Ø#9ð 'ó 
ð 	
r&   Úscroll_filterÚorder_byc                 óR   — | j                  |«      }	|	j                  ||||||¬«      S )N)rÍ   rt   rÎ   ru   rv   rw   )rp   Úscroll)
r#   rb   rÍ   rt   rÎ   ru   rv   rw   r+   r9   s
             r%   rÐ   zQdrantLocal.scrollû  s>   € ð ×)Ñ)¨/Ó:ˆ
Ø× Ñ Ø'ØØØØ%Ø%ð !ó 
ð 	
r&   Úcount_filterÚexactc                 óH   — | j                  |«      }|j                  |¬«      S )N)rÑ   )rp   Úcount)r#   rb   rÑ   rÒ   r+   r9   s         r%   rÔ   zQdrantLocal.count  s(   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñ¨\ÐÓ:Ð:r&   rd   Úfacet_filterc                 óL   — | j                  |«      }|j                  |||¬«      S )N)rd   rÕ   rt   )rp   Úfacet)r#   rb   rd   rÕ   rt   rÒ   r+   r9   s           r%   r×   zQdrantLocal.facet  s,   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñ C°lÈ%ÐÓPÐPr&   ÚpointsÚupdate_filterÚupdate_modec                 ól   — | j                  |«      }|j                  |||¬«       | j                  «       S ©N©rÙ   rÚ   )rp   ÚupsertÚ_default_update_result)r#   rb   rØ   rÙ   rÚ   r+   r9   s          r%   rÞ   zQdrantLocal.upsert&  s8   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñ˜&°È;ÐÔWØ×*Ñ*Ó,Ð,r&   c                 ój   — | j                  |«      }|j                  ||¬«       | j                  «       S )N)rÙ   )rp   Úupdate_vectorsrß   )r#   rb   rØ   rÙ   r+   r9   s         r%   rá   zQdrantLocal.update_vectors2  s6   € ð ×)Ñ)¨/Ó:ˆ
Ø×!Ñ! &¸Ð!ÔFØ×*Ñ*Ó,Ð,r&   rŸ   c                 óh   — | j                  |«      }|j                  ||«       | j                  «       S r(   )rp   Údelete_vectorsrß   )r#   rb   rŸ   rØ   r+   r9   s         r%   rã   zQdrantLocal.delete_vectors=  s3   € ð ×)Ñ)¨/Ó:ˆ
Ø×!Ñ! '¨6Ô2Ø×*Ñ*Ó,Ð,r&   rU   c                 óJ   — | j                  |«      }|j                  |||«      S r(   )rp   Úretrieve)r#   rb   rU   rv   rw   r+   r9   s          r%   rå   zQdrantLocal.retrieveH  s)   € ð ×)Ñ)¨/Ó:ˆ
Ø×"Ñ" 3¨°lÓCÐCr&   Úoperation_idc                 ó`   — t        j                  |t        j                  j                  ¬«      S )N)ræ   Ústatus)r‰   ÚUpdateResultrQ   ÚUpdateStatusÚ	COMPLETED)Úclsræ   s     r%   rß   z"QdrantLocal._default_update_resultS  s'   € ä×!Ñ!Ø%Ü×+Ñ+×5Ñ5ô
ð 	
r&   Úpoints_selectorc                 óf   — | j                  |«      }|j                  |«       | j                  «       S r(   )rp   Údeleterß   ©r#   rb   rí   r+   r9   s        r%   rï   zQdrantLocal.deleteZ  s1   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñ˜/Ô*Ø×*Ñ*Ó,Ð,r&   Úpayloadc                 ól   — | j                  |«      }|j                  |||¬«       | j                  «       S )N)rñ   Úselectorrd   )rp   Úset_payloadrß   )r#   rb   rñ   rØ   rd   r+   r9   s          r%   rô   zQdrantLocal.set_payloada  s8   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñ w¸ÀSÐÔIØ×*Ñ*Ó,Ð,r&   c                 ój   — | j                  |«      }|j                  ||¬«       | j                  «       S )N)rñ   ró   )rp   Úoverwrite_payloadrß   )r#   rb   rñ   rØ   r+   r9   s         r%   rö   zQdrantLocal.overwrite_payloadm  s6   € ð ×)Ñ)¨/Ó:ˆ
Ø×$Ñ$¨W¸vÐ$ÔFØ×*Ñ*Ó,Ð,r&   r4   c                 ój   — | j                  |«      }|j                  ||¬«       | j                  «       S )N)r4   ró   )rp   Údelete_payloadrß   )r#   rb   r4   rØ   r+   r9   s         r%   rø   zQdrantLocal.delete_payloadx  s6   € ð ×)Ñ)¨/Ó:ˆ
Ø×!Ñ! t°fÐ!Ô=Ø×*Ñ*Ó,Ð,r&   c                 óh   — | j                  |«      }|j                  |¬«       | j                  «       S )N)ró   )rp   Úclear_payloadrß   rð   s        r%   rú   zQdrantLocal.clear_payloadƒ  s4   € ð ×)Ñ)¨/Ó:ˆ
Ø× Ñ ¨/Ð Ô:Ø×*Ñ*Ó,Ð,r&   Úupdate_operationsc                 ó€   — | j                  |«      }|j                  |«       | j                  «       gt        |«      z  S r(   )rp   Úbatch_update_pointsrß   rT   )r#   rb   rû   r+   r9   s        r%   rý   zQdrantLocal.batch_update_pointsŠ  s@   € ð ×)Ñ)¨/Ó:ˆ
Ø×&Ñ&Ð'8Ô9Ø×+Ñ+Ó-Ð.´Ð5FÓ1GÑGÐGr&   Úchange_aliases_operationsc                 ó²  — |D �]A  }t        |t        j                  «      r]| j                  |j                  j
                  «       |j                  j
                  | j                  |j                  j                  <   Œ{t        |t        j                  «      r1| j                  j                  |j                  j                  d «       ŒÆt        |t        j                  «      rV|j                  j                  }|j                  j                  }| j                  j                  |«      | j                  |<   �Œ6t        d|› �«      ‚ | j!                  «        y)NzUnknown operation: T)rˆ   rQ   ÚCreateAliasOperationrp   Úcreate_aliasrb   r   Ú
alias_nameÚDeleteAliasOperationrP   Údelete_aliasÚRenameAliasOperationÚrename_aliasÚnew_alias_nameÚold_alias_namern   rj   )r#   rþ   r+   Ú	operationÚnew_nameÚold_names         r%   Úupdate_collection_aliasesz%QdrantLocal.update_collection_aliases”  s
  € ð 3ó 	DˆIÜ˜)¤[×%EÑ%EÔFØ×$Ñ$ Y×%;Ñ%;×%KÑ%KÔLà×*Ñ*×:Ñ:ð —‘˜Y×3Ñ3×>Ñ>Ò?ô ˜I¤{×'GÑ'GÔHØ—‘× Ñ  ×!7Ñ!7×!BÑ!BÀDÕIÜ˜I¤{×'GÑ'GÔHØ$×1Ñ1×@Ñ@�Ø$×1Ñ1×@Ñ@�Ø)-¯©×)9Ñ)9¸(Ó)C�—‘˜XÓ&ä Ð#6°y°kÐ!BÓCÐCð	Dð 	�
‰
ŒØr&   c           
      óò   — | j                   rt        d«      ‚t        j                  | j                  j                  «       D ��cg c]!  \  }}||k(  rt        j                  ||¬«      ‘Œ# c}}¬«      S c c}}w ©Nri   )r  rb   )r   ©r*   r]   r‰   ÚCollectionsAliasesResponser   rO   rQ   ÚAliasDescription)r#   rb   r+   r  Únames        r%   Úget_collection_aliasesz"QdrantLocal.get_collection_aliases¨  ss   € ð �;Š;ÜÐ^Ó_Ð_ä×/Ñ/ð )-¯©×(:Ñ(:Ó(<÷ñ
 %�J Ø˜?Ò*ô ×,Ñ,Ø)Ø$(öóô	
ð 		
ùós   Á&A3
c           
      óè   — | j                   rt        d«      ‚t        j                  | j                  j                  «       D ��cg c]  \  }}t        j                  ||¬«      ‘Œ c}}¬«      S c c}}w r  r  )r#   r+   r  r  s       r%   Úget_aliaseszQdrantLocal.get_aliases¹  si   € Ø�;Š;ÜÐ^Ó_Ð_ä×/Ñ/ð )-¯©×(:Ñ(:Ó(<÷ñ
 %�J ô	 ×,Ñ,Ø)Ø$(öóô
ð 	
ùós   Á!A.
c           	      óæ   — | j                   rt        d«      ‚t        j                  | j                  j                  «       D ��cg c]  \  }}t        j                  |¬«      ‘Œ c}}¬«      S c c}}w )Nri   )r  )r   )r*   r]   r‰   ÚCollectionsResponser   rO   rQ   ÚCollectionDescription)r#   r+   r  Ú_s       r%   Úget_collectionszQdrantLocal.get_collectionsÇ  sc   € Ø�;Š;ÜÐ^Ó_Ð_ä×(Ñ(ð  $×/Ñ/×5Ñ5Ó7÷á�D˜!ô ×1Ñ1°tÖ<óô
ð 	
ùós   Á A-
c                 óD   — | j                  |«      }|j                  «       S r(   )rp   Úinfo)r#   rb   r+   r9   s       r%   Úget_collectionzQdrantLocal.get_collectionÒ  s   € Ø×)Ñ)¨/Ó:ˆ
Ø�‰Ó Ð r&   c                 óF   — 	 | j                  |«       y# t        $ r Y yw xY w)NTF)rp   rn   ©r#   rb   r+   s      r%   Úcollection_existszQdrantLocal.collection_existsÖ  s*   € ð	Ø× Ñ  Ô1ØøÜò 	Ùð	ús   ‚ ”	 Ÿ Úsparse_vectors_configÚmetadatac                 ó\  — | j                  |«      }d}|�,|j                  «       D ]  \  }}|j                  ||«       Œ d}|�X|j                  j                  �&|j                  j                  j                  |«       nt        |«      |j                  _        d}| j                  «        |S )NFT)rp   rO   Úupdate_sparse_vectors_configre   r"  Úupdater   rj   )	r#   rb   r!  r"  r+   Ú_collectionÚupdatedr˜   Úvector_paramss	            r%   Úupdate_collectionzQdrantLocal.update_collectionÝ  s«   € ð ×*Ñ*¨?Ó;ˆØˆØ Ð,Ø.C×.IÑ.IÓ.Kò UÑ*�˜]Ø×8Ñ8¸ÀmÕTðUàˆGàÐØ×!Ñ!×*Ñ*Ð6Ø×"Ñ"×+Ñ+×2Ñ2°8Õ<ä.6°xÓ.@�×"Ñ"Ô+ØˆGà�
‰
ŒØˆr&   c                 ór   — | j                   r+t        j                  j                  | j                  d|«      S y )Nr9   )r   rD   rE   rF   r   ro   s     r%   rS   zQdrantLocal._collection_pathõ  s'   € Ø�?Š?Ü—7‘7—<‘< §¡¨|¸_ÓMÐMàr&   c                 ó\  — | j                   rt        d«      ‚| j                  j                  |d «      }~| j                  j                  «       D ��ci c]  \  }}||k7  r||“Œ c}}| _        | j                  |«      }|�t        j                  |d¬«       | j                  «        yc c}}w )Nri   T)Úignore_errors)
r*   r]   r   rP   r   rO   rS   ÚshutilÚrmtreerj   )r#   rb   r+   r&  r  r  rf   s          r%   Údelete_collectionzQdrantLocal.delete_collectionû  s¡   € Ø�;Š;ÜÐ^Ó_Ð_à×&Ñ&×*Ñ*¨?¸DÓAˆØð %)§L¡L×$6Ñ$6Ó$8÷
á �
˜DØ�Ò&ð ˜Ñó
ˆŒð
 ×/Ñ/°Ó@ˆØÐ&Ü�M‰M˜/¸Õ>Ø�
‰
ŒØùó
s   ÁB(Úvectors_configc           	      ót  — | j                   rt        d«      ‚|| j                  v rt        d|› d�«      ‚| j	                  |«      }|�t        j                  |d¬«       t        t        j                  |xs i |t        |«      ¬«      || j                  ¬«      }|| j                  |<   | j                  «        y)Nri   rl   z already existsTr<   )rŸ   r�   r"  )r   r   )r*   r]   r   rn   rS   rD   rI   r   rQ   rR   r   r   rj   )r#   rb   r0  r!  r"  r+   rf   r9   s           r%   Úcreate_collectionzQdrantLocal.create_collection  sµ   € ð �;Š;ÜÐ^Ó_Ð_à˜d×.Ñ.Ñ.Ü˜{¨?Ð*;¸?ÐKÓLÐLØ×/Ñ/°Ó@ˆØÐ&Ü�K‰K˜°$Õ7ä$Ü×(Ñ(Ø&Ò,¨"Ø4Ü! (Ó+ôð
 %Ø,0×,PÑ,Pô
ˆ
ð -7ˆ×Ñ˜Ñ)à�
‰
ŒØr&   c                 óN   — | j                  |«       | j                  ||||¬«      S )N)r"  )r/  r2  )r#   rb   r0  r!  r"  r+   s         r%   Úrecreate_collectionzQdrantLocal.recreate_collection+  s4   € ð 	×Ñ˜Ô/Ø×%Ñ%Ø˜^Ð-BÈXð &ó 
ð 	
r&   c                 ó.   — | j                  ||||¬«       y rÜ   )Ú_upload_points)r#   rb   rØ   rÙ   rÚ   r+   s         r%   Úupload_pointszQdrantLocal.upload_points8  s    € ð 	×ÑØ˜V°=Èkð 	õ 	
r&   c                 óì   — | j                  |«      }|j                  |D �cg c]@  }t        j                  |j                  |j
                  xs i |j                  xs i ¬«      ‘ŒB c}||¬«       y c c}w )N©Úidrœ   rñ   rÝ   )rp   rÞ   rQ   ÚPointStructr:  rœ   rñ   )r#   rb   rØ   rÙ   rÚ   r9   Úpoints          r%   r6  zQdrantLocal._upload_pointsE  sx   € ð ×)Ñ)¨/Ó:ˆ
Ø×Ñð $öð ô ×'Ñ'Ø—x‘xØ Ÿ<™<Ò-¨2Ø!ŸM™MÒ/¨Röòð (Ø#ð 	õ 	
ùòs   ¡AA1c                 óö  — dt         t        d d f   fd„}| j                  |«      }	t        |t        «      rát        d„ |j                  «       D «       «      rÁt        t        |j                  «       D �
cg c]  }
|
j                  d   ‘Œ c}
«      «      dk(  sJ d«       ‚t        t        |j                  «       «      «      j                  d   }t        |«      D ��cg c]5  }|j                  «       D �ci c]  }|||   |   j                  «       “Œ c}‘Œ7 }}}|	j                  t!        |xs  |«       t        |«      |xs t#        j$                  i g«      «      D ���cg c]u  \  }}}t'        j(                  t        |t*        j,                  «      rt        |«      n|t        |t.        j0                  «      r|j                  «       n|xs i |xs i ¬«      ‘Œw c}}}||¬«       y c c}
w c c}w c c}}w c c}}}w )	Nr   c               3   ó8   K  — 	 t        t        «       «      –— Œ­wr(   )r�   r   rC   r&   r%   Úuuid_generatorz5QdrantLocal.upload_collection.<locals>.uuid_generatore  s   è ø€ ØÜœ%›'“lÒ"ð ùs   ‚c              3   óP   K  — | ]  }t        |t        j                  «      –— Œ  y ­wr(   )rˆ   rŽ   r�   )Ú.0Úvs     r%   ú	<genexpr>z0QdrantLocal.upload_collection.<locals>.<genexpr>j  s   è ø€ Ò,aÈ1¬Z¸¼2¿:¹:×-FÑ,aùs   ‚$&r   é   z8Each named vector should have the same number of vectorsr9  rÝ   )r   r�   rp   rˆ   ÚdictÚanyr1   rT   r    ÚshapeÚnextÚiterÚranger4   r�   rÞ   ÚzipÚ	itertoolsÚcyclerQ   r;  r‹   rŒ   rŽ   r�   )r#   rb   rŸ   rñ   rU   rÙ   rÚ   r+   r?  r9   ÚarrÚnum_vectorsÚir  r’   rœ   s                   r%   Úupload_collectionzQdrantLocal.upload_collectionZ  sÃ  € ð	#¤	¬#¨t°T¨/Ñ :ó 	#ð ×)Ñ)¨/Ó:ˆ
Ü�gœtÔ$¬Ñ,aÐPW×P^ÑP^ÓP`Ô,aÔ)aä”C°·±Ó1AÖB¨#˜Ÿ™ 1›ÒBÓCÓDÈÒIðJàIóJØIô œt G§N¡NÓ$4Ó5Ó6×<Ñ<¸QÑ?ˆKô ˜{Ó+÷àð >E¿\¹\»^ÖL°T��w˜t‘} QÑ'×.Ñ.Ó0Ñ0ÔLðˆGñ ð
 	×Ñô 47ØÒ+™>Ó+Ü˜“MØÒ4œyŸ™°¨tÓ4ó4÷ð ñ 0�X˜v wô ×'Ñ'Ü(2°8¼T¿Y¹YÔ(G”s˜8”}ÈXÜ/9¸&Ä"Ç*Á*Ô/M˜FŸM™MœOÐSYÒ`Ð^`Ø#šM röôð (Ø#ð 	õ 	
ùò Cùò Mùóùôs%   Á2G$ÃG.Ã1G)ÄG.ÅA:G4Ç)G.Ú
field_nameÚfield_schemaÚ
field_typec                 óH   — t        dt        dd¬«       | j                  «       S )NúiPayload indexes have no effect in the local Qdrant. Please use server Qdrant if you need payload indexes.zcreate-local-payload-indexesrB   ©r.   r/   r“   r0   ©r   r5   rß   )r#   rb   rR  rS  rT  r+   s         r%   Úcreate_payload_indexz QdrantLocal.create_payload_index‡  s)   € ô 	ØÜ Ø.Øõ		
ð ×*Ñ*Ó,Ð,r&   c                 óH   — t        dt        dd¬«       | j                  «       S )NrV  zdelete-local-payload-indexesrB   rW  rX  )r#   rb   rR  r+   s       r%   Údelete_payload_indexz QdrantLocal.delete_payload_index—  s)   € ô 	ØÜ Ø.Øõ		
ð ×*Ñ*Ó,Ð,r&   c                 ó   — g S r(   rC   r  s      r%   Úlist_snapshotszQdrantLocal.list_snapshots¢  ó	   € ð ˆ	r&   c                 ó   — t        d«      ‚©NzeSnapshots are not supported in the local Qdrant. Please use server Qdrant if you need full snapshots.©ÚNotImplementedErrorr  s      r%   Úcreate_snapshotzQdrantLocal.create_snapshot§  s   € ô "Øsó
ð 	
r&   Úsnapshot_namec                 ó   — t        d«      ‚r`  ra  )r#   rb   rd  r+   s       r%   Údelete_snapshotzQdrantLocal.delete_snapshot®  ó   € Ü!Øsó
ð 	
r&   c                 ó   — g S r(   rC   ©r#   r+   s     r%   Úlist_full_snapshotszQdrantLocal.list_full_snapshots³  s   € Øˆ	r&   c                 ó   — t        d«      ‚r`  ra  ri  s     r%   Úcreate_full_snapshotz QdrantLocal.create_full_snapshot¶  rg  r&   c                 ó   — t        d«      ‚r`  ra  )r#   rd  r+   s      r%   Údelete_full_snapshotz QdrantLocal.delete_full_snapshot»  rg  r&   c                 ó   — t        d«      ‚r`  ra  )r#   rb   r   r+   s       r%   Úrecover_snapshotzQdrantLocal.recover_snapshotÀ  rg  r&   Úshard_idc                 ó   — g S r(   rC   ©r#   rb   rq  r+   s       r%   Úlist_shard_snapshotsz QdrantLocal.list_shard_snapshotsÅ  r^  r&   c                 ó   — t        d«      ‚©Nz`Snapshots are not supported in the local Qdrant. Please use server Qdrant if you need snapshots.ra  rs  s       r%   Úcreate_shard_snapshotz!QdrantLocal.create_shard_snapshotÊ  ó   € ô "Ønó
ð 	
r&   c                 ó   — t        d«      ‚rv  ra  )r#   rb   rq  rd  r+   s        r%   Údelete_shard_snapshotz!QdrantLocal.delete_shard_snapshotÑ  rx  r&   c                 ó   — t        d«      ‚rv  ra  )r#   rb   rq  r   r+   s        r%   Úrecover_shard_snapshotz"QdrantLocal.recover_shard_snapshotØ  s   € ô "Ønó
ð 	
r&   Ú	shard_keyÚshards_numberÚreplication_factorÚ	placementc                 ó   — t        d«      ‚©Nz]Sharding is not supported in the local Qdrant. Please use server Qdrant if you need sharding.ra  )r#   rb   r}  r~  r  r€  r+   s          r%   Úcreate_shard_keyzQdrantLocal.create_shard_keyã  s   € ô "Økó
ð 	
r&   c                 ó   — t        d«      ‚r‚  ra  )r#   rb   r}  r+   s       r%   Údelete_shard_keyzQdrantLocal.delete_shard_keyð  s   € ô "Økó
ð 	
r&   c                 óp   — t         j                  j                  d«      }t        j                  d|d ¬«      S )Nzqdrant-clientzqdrant - vector search engine)ÚtitleÚversionÚcommit)Ú	importlibr"  rˆ  rQ   ÚVersionInfo)r#   rˆ  s     r%   r  zQdrantLocal.infoú  s2   € Ü×$Ñ$×,Ñ,¨_Ó=ˆÜ×&Ñ&Ø1¸7È4ô
ð 	
r&   Úcluster_operationc                 ó   — t        d«      ‚)NznCluster collection update is not supported in the local Qdrant. Please use server Qdrant if you need a clusterra  )r#   rb   rŒ  r+   s       r%   Úcluster_collection_updatez%QdrantLocal.cluster_collection_update   s   € ô "ð=ó
ð 	
r&   c                 ó   — t        d«      ‚)NzlCollection cluster info is not supported in the local Qdrant. Please use server Qdrant if you need a clusterra  ro   s     r%   Úcollection_cluster_infoz#QdrantLocal.collection_cluster_info  ó   € Ü!ð=ó
ð 	
r&   c                 ó   — t        d«      ‚)NzcCluster status is not supported in the local Qdrant. Please use server Qdrant if you need a clusterra  r)   s    r%   Úcluster_statuszQdrantLocal.cluster_status  r‘  r&   c                 ó   — t        d«      ‚)NziRecover current peer is not supported in the local Qdrant. Please use server Qdrant if you need a clusterra  r)   s    r%   Úrecover_current_peerz QdrantLocal.recover_current_peer  r‘  r&   Úpeer_idc                 ó   — t        d«      ‚)NzeRemove peer info is not supported in the local Qdrant. Please use server Qdrant if you need a clusterra  )r#   r–  r+   s      r%   Úremove_peerzQdrantLocal.remove_peer  r‘  r&   c                 ó   — t        d«      ‚)NzQGet optimizations is not supported in the local Qdrant. Please use server Qdrant.ra  r  s      r%   Úget_optimizationszQdrantLocal.get_optimizations#  s   € ô
 "Øbó
ð 	
r&   c                 ó   — t        d«      ‚)NzdList shard keys is not supported in the local Qdrant. Please use server Qdrant if you need sharding.ra  r  s      r%   Úlist_shard_keyszQdrantLocal.list_shard_keys,  s   € ô
 "ð=ó
ð 	
r&   c                 ó   — t        d«      ‚)NzgCluster telemetry is not supported in the local Qdrant. Please use server Qdrant if you need a cluster.ra  ri  s     r%   Úcluster_telemetryzQdrantLocal.cluster_telemetry6  s   € ô "ð>ó
ð 	
r&   )F)r   N)NNrÂ   NTFN)Né   rÂ   N)NNNNNrÂ   NTFNN)NNNNNrÂ   rŸ  TFNNN)NrÂ   NNTF)NT)NrÂ   F)NNr(   )TF)r   )NNN)NNNN)‹Ú__name__Ú
__module__Ú__qualname__Ú__doc__rV   r�   Úboolr   Úpropertyr*   r   r2   r!   rj   r   rp   r‰   Ú
NumpyArrayr	   ÚfloatÚtupler3   ÚNamedVectorÚNamedSparseVectorÚFilterÚSearchParamsÚintÚPayloadSelectorÚScoredPointrz   ÚSearchMatrixOffsetsResponser   ÚSearchMatrixPairsResponser‚   ÚQueryÚLookupLocationr    rŠ   r´   r·   r»   r¹   ÚQueryResponser¿   ÚQueryRequestrÅ   ÚSparseVectorÚDocumentÚImageÚInferenceObjectÚWithLookupInterfaceÚGroupsResultrÌ   ÚOrderByÚRecordrÐ   ÚCountResultrÔ   ÚFacetResponser×   ÚPointsÚ
UpdateModeré   rÞ   ÚPointVectorsrá   ÚPointsSelectorrã   rå   Úclassmethodrß   rï   ÚPayloadrô   rö   rø   rú   ÚUpdateOperationrý   ÚAliasOperationsr  r  r  r  r  r  ÚCollectionInfor  r   r   ÚSparseVectorParamsr)  rS   r/  ÚVectorParamsr2  r4  r   r;  r7  r6  rE  ÚVectorStructrQ  ÚPayloadSchemaTyperY  r[  ÚSnapshotDescriptionr]  rc  rf  rj  rl  rn  rp  rt  rw  rz  r|  ÚShardKeyrƒ  r…  r‹  r  ÚClusterOperationsrŽ  ÚCollectionClusterInfor�  ÚClusterStatusr“  r•  r˜  ÚOptimizationsResponserš  ÚShardKeysResponserœ  ÚDistributedTelemetryDatarž  Ú__classcell__)r$   s   @r%   r   r   #   s±  ø„ ñð "Ðñ# ð #Àtð #ÐX\õ #ð$ ð˜ò ó ðð˜cð  dó ó0:óxð*D¨sð D°ó Dð$ -1Ø37ØØ!ØEIØ-2Ø(,ñ
àð
ð ×&Ñ&Ø
�5‰/ñà
��T˜%‘[Ð Ñ
!ñ"ð ×
Ñ
ñð ×
!Ñ
!ñ	"ð
ð —l‘l TÑ)ð
ð ×)Ñ)¨DÑ0ð
ð ð
ð �d‘
ð
ð ˜X c™]Ñ*¨U×-BÑ-BÑBð
ð ˜X c™]Ñ*ð
ð  ™ð
ð ð
ð  
ˆe×ÑÑ	 ó!
ð> -1ØØØ ñ
àð
ð —l‘l TÑ)ð
ð ð	
ð
 ð
ð �T‰zð
ð ð
ð 
×	*Ñ	*ó
ð" -1ØØØ ñ
àð
ð —l‘l TÑ)ð
ð ð	
ð
 ð
ð �T‰zð
ð ð
ð 
×	(Ñ	(ó
ðe$àðe$ð �{‰{˜TÑ!ðe$ð �T‰zð	e$ð
 ×)Ñ)¨DÑ0ðe$ð 
ˆu�{‰{˜C §¡Ñ.Ð.Ñ	/óe$ðN
à˜5Ÿ>™>Ñ*¨U¯^©^Ñ;¸dÑBð
ð ð
ð 
ˆe�n‰nÑ	ó	
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ð
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ˆe×!Ñ!Ñ	"ó
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ð
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ð
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ð
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ð
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