/ i&ddlZddlZddlmZmZmZmZmZddlm Z ddl m Z m Z ddl mZmZmZmZddlmZmZddlmZmZdd lmZd d lmZd d lmZmZmZd d l m!Z!d dl"m#Z#d dl$m%Z%d dl&m'Z'd dl(m)Z)d dl*m+Z+d dl,m-Z-dZ.dZ/dZ0dZ1dZ2dZ3dZ4dZ5dZ6dZ7dZ8dZ9d Z:d!Z;d"Zd%Z?d&Z@d'ZAd(ZBd)ZCd*ZDd+ZEd,ZFd-ZGd.ZHd/ZId0ZJd1ZKd2ZLd3ZMd4ZNd5ZOd6ZPd7ZQd8ZRd9ZSd:ZTd;ZUdd?ZXGd@dAeXZYdS)BN)AnyDictListOptionalUnion) pairs_to_dict) NEVER_DECODEPipeline)CombineResultsMethodHybridCursorQueryHybridPostProcessingConfig HybridQuery)HybridCursorResult HybridResult)deprecated_functionexperimental_method)get_protocol_version to_string)AggregateRequestAggregateResultCursor)Document)Field)IndexDefinition)ProfileInformation)Query)Result)SuggestionParserNUMERICz FT.CREATEzFT.ALTERz FT.SEARCHzFT.ADDz FT.ADDHASHz FT.DROPINDEXz FT.EXPLAINz FT.EXPLAINCLIzFT.DELz FT.AGGREGATE FT.PROFILEz FT.CURSORz FT.SPELLCHECKz FT.DICTADDz FT.DICTDELz FT.DICTDUMPzFT.MGETz FT.CONFIGz FT.TAGVALSz FT.ALIASADDzFT.ALIASUPDATEz FT.ALIASDELzFT.INFOz FT.SUGADDz FT.SUGDELz FT.SUGLENz FT.SUGGETz FT.SYNUPDATEz FT.SYNDUMPz FT.HYBRID NOOFFSETSNOFIELDSNOHLNOFREQS MAXTEXTFIELDS TEMPORARY STOPWORDSSKIPINITIALSCAN WITHSCORESFUZZY WITHPAYLOADSczeZdZdZdZdZdZdZdZdZ dZ d Z d Z dgd Z dhdeedededeeedeedededefdZdeeeeffdZdidefdZ djdZ dkdZedd  dld!ed"ed#ed$eed%ed&ed'eed(edeefd)Zedd dmd*Zedd+ dnd,Zd-Zedd+ d.Z d/Z!d0ee"eeee#ee$fffd1Z%d0ee"eeee#ee$fffd2Z& dod3eee'fd0ee"eeee#ee$ffdffd4Z(e) dpd3e*d5ee+d6ee,d7ee"eeee#ee$ffd8ee#d9ee-d:ee.e/e0ffd;Z1 dod3eee'fd0ee"eeee#ee$fffd<Z2d3eee'ffd=Z3 dod3ee4e5fd0ee"eeee#ee$fffd>Z6d?ed3ee4e5fd@efdAZ7 dqd3ee'e4fdBed0ee"eeee#ee$fffdCZ8drdDZ9dEedFeefdGZ:dEedFeefdHZ;dEefdIZ<edJdK dLedMed:efdNZ=edJdO dLed:efdPZ>dQefdRZ?dSefdTZ@dSefdUZAdSefdVZBdWZCdXed:e#fdYZDdXedZed:e#fd[ZE dsdXed]ed^ed_e#d`edaed:eeFfdbZGdidceddedFeefdeZHdfZIdS)tSearchCommandszSearch commands.c t|jdvr|dkrt|n|S|j||fi|S)N3r#)rclientr_RESP2_MODULE_CALLBACKS)selfcmdreskwargss C:\Users\Dell Inspiron 16\Desktop\tws\AgrotaPowerBi\back-agrota-powerbi\mcp-client-agrota\venv\Lib\site-packages\redis/commands/search/commands.py_parse_resultszSearchCommands._parse_resultsPsU  , , 8 8.1\.A.A%c***s J44/4SCCFCC Cc ftt|}tt||SN)maprdictzip)r7r9r:its r; _parse_infozSearchCommands._parse_infoVs' C CBKK   r=c t||dj |d|dj|dj|djS)Nqueryduration)rG has_payload with_scoresfield_encodings)r _no_content_with_payloads _with_scores_return_fields_decode_asr7r9r:s r; _parse_searchzSearchCommands._parse_searchZsO w+ +J'w6w4"7OD     r=c ~t|d}d|vr7tt|dt|dSg}|dD](}t|d}||)t t|d||d t |d  S) NT) decode_keyscursorSEARCHVSIM)search_cursor_idvsim_cursor_idresults total_resultswarningsexecution_time)rYrXrZr[)rrintappendrfloat)r7r9r:res_dictrXres_item item_dicts r;_parse_hybrid_searchz#SearchCommands._parse_hybrid_searchds $777 v  %!$Xh%7!8!8"8F#344  )+!+ & &H%hDAAAI NN9 % % % %h788j) *:!;<<     r=c H|||d|dS)NrF has_cursor)_get_aggregate_resultrOs r;_parse_aggregatezSearchCommands._parse_aggregatezs#))#vg|@TUUUr=c |d}t|tr#||d||j}n0t |d|j |d|j|j}|t|dfS)NrFrrG)rGrHrIr) isinstancerre_cursorr rKrLrMr)r7r9r:rFresults r;_parse_profilezSearchCommands._parse_profile}sw e- . . //Au}MMFFA%% +!0!. F)#a&1111r=c i}|dkr|S|D]e}t|tr|dkrt|dkr2|ds;|ddsJd|dD||d<f|S)Nrr4rc0g|]}|d|ddS)rr)score suggestion).0_items r; z4SearchCommands._parse_spellcheck..s5+++@E%(%(;;+++r=r)rhr\len)r7r9r: corrections _corrections r;_parse_spellcheckz SearchCommands._parse_spellchecks !88   K+s++  q0@0@;1$$q> q>!$ "++ITUV+++K A ' 'r=c "|r d|DniS)Nc,i|]}|d|dS)rrrp)rqkvss r; z4SearchCommands._parse_config_get..s"...3AA...r=rprOs r;_parse_config_getz SearchCommands._parse_config_gets!25=..#....2=r=c XfdtdtdDS)Nc4i|]}||dzS)rrp)rqir9s r;r{z1SearchCommands._parse_syndump..s'BBBqAAE BBBr=rr)rangertrOs ` r;_parse_syndumpzSearchCommands._parse_syndumps/BBBBE!SXXq,A,ABBBBr=dc0|||S)zT Create a new batch indexer from the client with a given chunk size ) chunk_size) BatchIndexer)r7rs r; batch_indexerzSearchCommands.batch_indexers  * ===r=FNfieldsno_term_offsetsno_field_flags stopwords definition no_highlightno_term_frequenciesskip_initial_scanc t|jg} | | |jz } |r| t|Dt |t r/| t| ||r| t|r| t|r| t| r| t| r| t|`t |tttfr>| t t#|gz } t#|dkr| t|z } | d | tt%jd|Dz } n'#t($r| |z } YnwxYw|j| S)a Creates the search index. The index must not already exist. For more information, see https://redis.io/commands/ft.create/ Args: fields: A list of Field objects. no_term_offsets: If `true`, term offsets will not be saved in the index. no_field_flags: If true, field flags that allow searching in specific fields will not be saved. stopwords: If provided, the index will be created with this custom stopword list. The list can be empty. definition: If provided, the index will be created with this custom index definition. max_text_fields: If true, indexes will be encoded as if there were more than 32 text fields, allowing for additional fields beyond 32. temporary: Creates a lightweight temporary index which will expire after the specified period of inactivity. The internal idle timer is reset whenever the index is searched or added to. no_highlight: If true, disables highlighting support. Also implied by `no_term_offsets`. no_term_frequencies: If true, term frequencies will not be saved in the index. skip_initial_scan: If true, the initial scan and indexing will be skipped. NrSCHEMAc3>K|]}|VdSr? redis_argsrqfs r; z.SearchCommands.create_index..**J*Ja1<<>>*J*J*J*J*J*Jr=) CREATE_CMD index_nameargsr]r(rhr\r)r$r&r%r'r+listtuplesetr*rt itertoolschain TypeErrorrexecute_command) r7rrrrrmax_text_fields temporaryrrrrs r; create_indexzSearchCommands.create_indexsNDO,  ! JO #D  ' KK & & &  Z 3%?%? KK " " " KK " " "  # KK " " "   KK     " KK ! ! !  ! KK  ) KK ( ( (  Z D%;M%N%N YI/ /D9~~!!Y' H ( D*J*J6*J*J*JKLL LDD ( ( ( F%%'' 'DDD ($t#T**s(F**!G Gct|jddg} |ttjd|Dz }n'#t $r||z }YnwxYw|j|S)a Alter the existing search index by adding new fields. The index must already exist. ### Parameters: - **fields**: a list of Field objects to add for the index For more information see `FT.ALTER `_. rADDc3>K|]}|VdSr?rrs r;rz2SearchCommands.alter_schema_add..rr=) ALTER_CMDrrrrrrr)r7rrs r;alter_schema_addzSearchCommands.alter_schema_adds4?He< ( D*J*J6*J*J*JKLL LDD ( ( ( F%%'' 'DDD ($t#T**s(;!AAdelete_documentsct|jg}t|tr|durdnd}|r|||j|S)ai Drop the index if it exists. Replaced `drop_index` in RediSearch 2.0. Default behavior was changed to not delete the indexed documents. ### Parameters: - **delete_documents**: If `True`, all documents will be deleted. For more information see `FT.DROPINDEX `_. TDD) DROPINDEX_CMDrrhboolr]r)r7rr delete_strs r; dropindexzSearchCommands.dropindexskt/*D11 6F$6N6N D   $ KK # # ##t#T**r=?c  |s| rd}t|j||g} |r| d|*| d| ||rC| d|r| d| r| d|r| d|gz } | d | tt j| z } | |j| S|j| S) zS Internal add_document used for both batch and single doc indexing TNOSAVENPAYLOADREPLACEPARTIALNOCREATELANGUAGEFIELDS)ADD_CMDrr]rrritemsr) r7doc_idconnnosavernpayloadreplacepartiallanguage no_createrrs r; _add_documentzSearchCommands._add_document0s*"  i G&%8  " KK ! ! !   KK " " " KK  ( KK " " " ' I&&& ( J'''  + Z* *D H Y_fllnn5666  '4'. .#t#T**r=ct|j||g}|r|d|r|d|gz }| |j|S|j|S)zX Internal add_document_hash used for both batch and single doc indexing rr) ADDHASH_CMDrr]r)r7rrrnrrrs r;_add_document_hashz!SearchCommands._add_document_hashZskT_fe<  # KK " " "  + Z* *D  '4'. .#t#T**r=z2.0.0z2deprecated since redisearch 2.0, call hset insteadversionreasonrrrnrrrrrc 0|j|fd|||||||d| S)a Add a single document to the index. Args: doc_id: the id of the saved document. nosave: if set to true, we just index the document, and don't save a copy of it. This means that searches will just return ids. score: the document ranking, between 0.0 and 1.0 payload: optional inner-index payload we can save for fast access in scoring functions replace: if True, and the document already is in the index, we perform an update and reindex the document partial: if True, the fields specified will be added to the existing document. This has the added benefit that any fields specified with `no_index` will not be reindexed again. Implies `replace` language: Specify the language used for document tokenization. no_create: if True, the document is only updated and reindexed if it already exists. If the document does not exist, an error will be returned. Implies `replace` fields: kwargs dictionary of the document fields to be saved and/or indexed. NOTE: Geo points shoule be encoded as strings of "lon,lat" N)rrrnrrrrr)r) r7rrrnrrrrrrs r; add_documentzSearchCommands.add_documentnsKV"t!         r=c6||d|||S)a Add a hash document to the index. ### Parameters - **doc_id**: the document's id. This has to be an existing HASH key in Redis that will hold the fields the index needs. - **score**: the document ranking, between 0.0 and 1.0 - **replace**: if True, and the document already is in the index, we perform an update and reindex the document - **language**: Specify the language used for document tokenization. N)rrnrr)r)r7rrnrrs r;add_document_hashz SearchCommands.add_document_hashs, && UXw'   r=zdeprecated since redisearch 2.0czt|j|g}|r|d| |j|S|j|S)a Delete a document from index Returns 1 if the document was deleted, 0 if not ### Parameters - **delete_actual_document**: if set to True, RediSearch also delete the actual document if it is in the index r)DEL_CMDrr]r)r7rrdelete_actual_documentrs r;delete_documentzSearchCommands.delete_documentsR&1 !  KK     '4'. .#t#T**r=c|j|}d|D}|} |d=n#t$rYnwxYwt dd|i|S). Load a single document by id cNi|]"\}}t|t|#Srprrqkvs r;r{z0SearchCommands.load_document..* D D DTQillIaLL D D Dr=idrpr5hgetallrKeyErrorrr7rrf2s r; load_documentzSearchCommands.load_documents$$R(( D DV\\^^ D D D t     D ((2((((sA A  A c4|jt|jg|RS)z Returns the full contents of multiple documents. ### Parameters - **ids**: the ids of the saved documents. )rMGET_CMDr)r7idss r;getzSearchCommands.gets#$t#HdoDDDDDr=cx|t|j}|t|S) Get info an stats about the the current index, including the number of documents, memory consumption, etc For more information see `FT.INFO `_. rINFO_CMDrr<r7r9s r;infozSearchCommands.infos1""8T_==""8S111r= query_paramsc4|gSg}t|dkr~|d|t|dz|D]/\}}||||0|S)NrPARAMSr)rtr]r)r7rrkeyvalues r;get_params_argszSearchCommands.get_params_argss  I |  q KK ! ! ! KKL))A- . . .*0022 # # U C    E"""" r=c(|jg}t|trt|}t|tst dt |||z }|||z }||fS)NzBad query type )rrhstrr ValueErrortypeget_argsr)r7rFrrs r;_mk_query_argszSearchCommands._mk_query_argss  eS ! ! !%LLE%'' >`_. rr2T@@rFrG rtime monotonicrr5r r SEARCH_CMDrhr r<r7rFrrstoptionsr9s r;searchzSearchCommands.searchs ))%l)KK e ^    , ,H < <$(GL !"d":@@@@@@ c8 $ $ J"" 5DN4D4Dr4IV3S#   r=combine_methodpost_processingparams_substitutiontimeoutrSreturnc|j}i}t|g} | ||r'| ||r'| ||r(| |||r| d|f|r,d|d<| |t |jdvr d|t<|j | i|} t| tr| S|j t| fi|S)M Execute a hybrid search using both text and vector queries Args: - **query**: HybridQuery object Contains the text and vector queries - **combine_method**: CombineResultsMethod object Contains the combine method and parameters - **post_processing**: HybridPostProcessingConfig object Contains the post processing configuration - **params_substitution**: Dict[str, Union[str, int, float, bytes]] Contains the parameters substitution - **timeout**: int - contains the timeout in milliseconds - **cursor**: HybridCursorQuery object - contains the cursor configuration For more information see `FT.SEARCH `. TIMEOUTTrSr2 r HYBRID_CMDextendr build_argsrrr5r rrhr r< r7rFrrrrrSindexrpiecesr9s r; hybrid_searchzSearchCommands.hybrid_search3se8e$ enn&&'''  5 MM.1133 4 4 4  8 MM/4466 7 7 7  E MM$../BCC D D D  0 MM9g. / / /  / $GH  MM&++-- . . .  , ,H < <$(GL !"d"F6g66 c8 $ $ J"t":s>>g>>>r=c\|||\}}|jtg|RS)zReturns the execution plan for a complex query. For more information see `FT.EXPLAIN `_. r)rr EXPLAIN_CMD)r7rFrr query_texts r;explainzSearchCommands.explainis< ..u<.PPj#t#K7$7777r=c td)Nz#EXPLAINCLI will not be implemented.)NotImplementedError)r7rFs r; explain_clizSearchCommands.explain_clius!"GHHHr=ct|tr8t|j}t|jg|z}nLt|tr'd}td|jg|z}ntd||| |z }|j |}| t|||S) Issue an aggregation query. ### Parameters **query**: This can be either an `AggregateRequest`, or a `Cursor` An `AggregateResult` object is returned. You can access the rows from its `rows` property, which will always yield the rows of the result. For more information see `FT.AGGREGATE `_. TREAD Bad queryrFrd rhrrri AGGREGATE_CMDrrr CURSOR_CMDrrrr<r7rFrrdr8raws r; aggregatezSearchCommands.aggregatexs" e- . . 1em,,J $/2U5E5E5G5GGCC v & & 1Jvt7%:J:J:L:LLCC[%00 0 t##L111"d"C("" 3e #   r=r%rdc(|rCt|tr|d|_|}nt|d}|d}nd}t|tr|jr|d}|dd}n d}|dd}t |||S)Nrrr)rhrcidr _with_schemar)r7r%rFrdrSschemarowss r;rez$SearchCommands._get_aggregate_results  %(( (F Aa&CCF e- . . 53E VFqrr7DDFqrr7DtVV444r=limitedc2tj}t|jdg}|r|d|dt |t rd|d<||z }nYt |tr5d|d<|| z }|| |z }ntd|j |}| t||tj|z dz S) a Performs a search or aggregate command and collects performance information. ### Parameters **query**: This can be either an `AggregateRequest` or `Query`. **limited**: If set to True, removes details of reader iterator. **query_params**: Define one or more value parameters. Each parameter has a name and a value. rLIMITEDQUERY AGGREGATErrTz5Must provide AggregateRequest object or Query object.rr)rr PROFILE_CMDrr]rhrrrrrrrr<)r7rFr,rrr8r9s r;profilezSearchCommands.profiles $^  DOR0  " JJy ! ! ! 7 e- . . V CF 5##%% %CC u % % VCF 5>>## #C 4'' 55 5CCTUU U"d"C("" ET^5E5E5Jf4T#   r=ct|j|g}|r|d|g|r|dd|g|r|dd|g|j|}|t|S)a Issue a spellcheck query Args: query: search query. distance: the maximal Levenshtein distance for spelling suggestions (default: 1, max: 4). include: specifies an inclusion custom dictionary. exclude: specifies an exclusion custom dictionary. For more information see `FT.SPELLCHECK `_. DISTANCETERMSINCLUDEEXCLUDESPELLCHECK_CMDrrrr<r7rFdistanceincludeexcluder8r9s r; spellcheckzSearchCommands.spellcheckst6  / JJ H- . . .  6 JJG4 5 5 5  6 JJG4 5 5 5"d"C("">3777r=nametermscRt|g}|||j|S)zAdds terms to a dictionary. ### Parameters - **name**: Dictionary name. - **terms**: List of items for adding to the dictionary. For more information see `FT.DICTADD `_. ) DICT_ADD_CMDrrr7r?r@r8s r;dict_addzSearchCommands.dict_add0T" 5#t#S))r=cRt|g}|||j|S)aDeletes terms from a dictionary. ### Parameters - **name**: Dictionary name. - **terms**: List of items for removing from the dictionary. For more information see `FT.DICTDEL `_. ) DICT_DEL_CMDrrrCs r;dict_delzSearchCommands.dict_delrEr=c(t|g}|j|S)zDumps all terms in the given dictionary. ### Parameters - **name**: Dictionary name. For more information see `FT.DICTDUMP `_. ) DICT_DUMP_CMDr)r7r?r8s r; dict_dumpzSearchCommands.dict_dumpsd##t#S))r=8.0.0Ddeprecated since Redis 8.0, call config_set from core module insteadoptionrc8td||g}|j|}|dkS)Set runtime configuration option. ### Parameters - **option**: the name of the configuration option. - **value**: a value for the configuration option. For more information see `FT.CONFIG SET `_. SETOK CONFIG_CMDrr7rNrr8r%s r; config_setzSearchCommands.config_sets+5&%0"d"C(d{r=Ddeprecated since Redis 8.0, call config_get from core module insteadc`td|g}|j|}|t|S)Get runtime configuration option value. ### Parameters - **option**: the name of the configuration option. For more information see `FT.CONFIG GET `_. GETrTrr<r7rNr8r9s r; config_getzSearchCommands.config_get,s55&)"d"C("":s333r=tagfieldcD|t|j|S)z Return a list of all possible tag values ### Parameters - **tagfield**: Tag field name For more information see `FT.TAGVALS `_. )r TAGVALS_CMDr)r7r^s r;tagvalszSearchCommands.tagvals=s##K(KKKr=aliascD|t||jS)z Alias a search index - will fail if alias already exists ### Parameters - **alias**: Name of the alias to create For more information see `FT.ALIASADD `_. )r ALIAS_ADD_CMDrr7rbs r;aliasaddzSearchCommands.aliasaddJs##M5$/JJJr=cD|t||jS)z Updates an alias - will fail if alias does not already exist ### Parameters - **alias**: Name of the alias to create For more information see `FT.ALIASUPDATE `_. )rALIAS_UPDATE_CMDrres r; aliasupdatezSearchCommands.aliasupdateWs##$4eT_MMMr=c8|t|S)z Removes an alias to a search index ### Parameters - **alias**: Name of the alias to delete For more information see `FT.ALIASDEL `_. )r ALIAS_DEL_CMDres r;aliasdelzSearchCommands.aliasdelds##M5999r=cj|d}|D]}t||j|jg}|dr|d|jr/|d||j|j||dS)aJ Add suggestion terms to the AutoCompleter engine. Each suggestion has a score and string. If kwargs["increment"] is true and the terms are already in the server's dictionary, we increment their scores. For more information see `FT.SUGADD `_. F transaction incrementINCRr pipelineSUGADD_COMMANDstringrnrr]rrexecuter7r suggestionsr:pipesugrs r;sugaddzSearchCommands.sugaddps}}}// ( (C"CSY?Dzz+&& $ F###{ ) I&&& CK((( D $ ' ' '||~~b!!r=rc8|t|S)z Return the number of entries in the AutoCompleter index. For more information see `FT.SUGLEN `_. )rSUGLEN_COMMAND)r7rs r;suglenzSearchCommands.suglens ##NC888r=rvc:|t||S)z Delete a string from the AutoCompleter index. Returns 1 if the string was found and deleted, 0 otherwise. For more information see `FT.SUGDEL `_. )rSUGDEL_COMMAND)r7rrvs r;sugdelzSearchCommands.sugdels##NC@@@r= prefixfuzzynumrI with_payloadsct||d|g}|r|t|r|t|r|t|j|}g} |s| St |||} d| DS)t Get a list of suggestions from the AutoCompleter, for a given prefix. Parameters: prefix : str The prefix we are searching. **Must be valid ascii or utf-8** fuzzy : bool If set to true, the prefix search is done in fuzzy mode. **NOTE**: Running fuzzy searches on short (<3 letters) prefixes can be very slow, and even scan the entire index. with_scores : bool If set to true, we also return the (refactored) score of each suggestion. This is normally not needed, and is NOT the original score inserted into the index. with_payloads : bool Return suggestion payloads num : int The maximum number of results we return. Note that we might return less. The algorithm trims irrelevant suggestions. Returns: list: A list of Suggestion objects. If with_scores was False, the score of all suggestions is 1. For more information see `FT.SUGGET `_. MAXcg|]}|Srprprqss r;rsz)SearchCommands.sugget.."""a"""r=SUGGET_COMMANDr]r-r,r.rr!) r7rrrrrIrrr9rXparsers r;suggetzSearchCommands.suggetsPVUC8   KK     $ KK # # #  & KK % % %"d"D) N!+}cBB""6""""r=groupid skipinitialct|j|g}|r|dg|||j|S)a Updates a synonym group. The command is used to create or update a synonym group with additional terms. Only documents which were indexed after the update will be affected. Parameters: groupid : Synonym group id. skipinitial : bool If set to true, we do not scan and index. terms : The terms. For more information see `FT.SYNUPDATE `_. r+) SYNUPDATE_CMDrrr)r7rrr@r8s r; synupdatezSearchCommands.synupdatesR$dow7  , JJ)* + + + 5#t#S))r=cx|t|j}|t|S)a Dumps the contents of a synonym group. The command is used to dump the synonyms data structure. Returns a list of synonym terms and their synonym group ids. For more information see `FT.SYNDUMP `_. )r SYNDUMP_CMDrr<rs r;syndumpzSearchCommands.syndumps1"";@@"";444r=)r) FFNNFNFFF)F)NFrNFFNF)NrNF)FrNFFNF)rNF)NFr?NNNNN)FNNNNFrFF)J__name__ __module__ __qualname____doc__r<rDrPrbrfrkrwr|rrrrrrrrrrrrrrrr^rrrrrrrr\bytesrrrrrrr r r rrr rrrrrr&rer2r>rDrHrKrVr]rarfrirlr|rrr!rrrrpr=r;r0r0Ms DDD !!!      ,VVV 2 2 2###J>>>CCC>>>>!&$)-04"$)"'D+D+U D+D+ D+ DI& D+ _- D+D+"D+ D+D+D+D+L+uUDK-?'@++++(++$++++8(+(+(+(+VDI++++( T "&"&3 3 3 3  3 $ 3  3 3 3-3 3 s)3 3 3 3 j T    "1RSSS+++TS+& ) ) )1RSSS E ETS E 2 2 2 $T#uS#ue5K/L*L%MN    #+DeCeU@DRV!%.23?3?3?!!563?""<= 3? &d3c3u6L0M+M&NO 3? # 3?*+3? |/9 :3?3?3?3?pLP 8 8S%Z  8tCsC/E)F$FGH 8 8 8 8IsEz!2IIII LP  %v-. tCsC/E)F$FGH    @55 %&6&> ?5MQ55552KO & & U,,-& & tCsC/E)F$FGH & & & & P88888 *S *$s) * * * * *S *$s) * * * * *c * * * *U  S T     U 4 4 4 4 4  4 L L L L L Kc K K K K N N N N N :c : : : :""".9#9#9999A#AsAsAAAA!#6#6# 6#6# 6#  6#  6#6#  6#6#6#6#p***4*c****0 5 5 5 5 5r=r0c<eZdZdZ d"deeefdeeeeee e e fffdZ e d#dedeedeedeeeeee e e ffd ee d eed eeeeffd Z d"deeefdeeeeee e e fffd Zd$dZedddeded efdZeddded efdZdZdZ d%dededede ded ed e e!fd!Z"dS)&AsyncSearchCommandscK|t|jd{V}|t|S)rNrrs r;rzAsyncSearchCommands.infosG((4?CCCCCCCC""8S111r=NrFrctK|||\}}tj}i}t|jdvr d|t <|jtg|Ri|d{V}t|tr|S| t||tj|z dzS)rrr2TNrrrrs r;rzAsyncSearchCommands.searchs ))%l)KK e ^    , ,H < <$(GL !(D(FdFFFgFFFFFFFF c8 $ $ J"" 5DN4D4Dr4IV3S#   r=rrrrrSr cK|j}i}t|g} | ||r'| ||r'| ||r(| |||r| d|f|r,d|d<| |t |jdvr d|t<|j | i|d{V} t| tr| S|j t| fi|S)r r TrSr2Nr rs r;rz!AsyncSearchCommands.hybrid_search!s{8e$ enn&&'''  5 MM.1133 4 4 4  8 MM/4466 7 7 7  E MM$../BCC D D D  0 MM9g. / / /  / $GH  MM&++-- . . .  , ,H < <$(GL !(D(&>g>>>r=cKt|tr8t|j}t|jg|z}nLt|tr'd}td|jg|z}ntd||| |z }|j |d{V}| t|||S)rTrrNr r!r$s r;r&zAsyncSearchCommands.aggregateWs" e- . . 1em,,J $/2U5E5E5G5GGCC v & & 1Jvt7%:J:J:L:LLCC[%00 0 t##L111(D(#......."" 3e #   r=cKt|j|g}|r|d|g|r|dd|g|r|dd|g|j|d{V}|t|S)a Issue a spellcheck query ### Parameters **query**: search query. **distance***: the maximal Levenshtein distance for spelling suggestions (default: 1, max: 4). **include**: specifies an inclusion custom dictionary. **exclude**: specifies an exclusion custom dictionary. For more information see `FT.SPELLCHECK `_. r4r5r6r7Nr8r:s r;r>zAsyncSearchCommands.spellcheckwst6  / JJ H- . . .  6 JJG4 5 5 5  6 JJG4 5 5 5(D(#......."">3777r=rLrMrrNrcHKtd||g}|j|d{V}|dkS)rPrQNrRrSrUs r;rVzAsyncSearchCommands.config_setsA5&%0(D(#.......d{r=rWctKtd|g}i}|j|d{V}|t|S)rYrZNr[r\s r;r]zAsyncSearchCommands.config_getsP5&)(D(#......."":s333r=cK|j|d{V}d|D}|} |d=n#t$rYnwxYwt dd|i|S)rNcNi|]"\}}t|t|#Srprrs r;r{z5AsyncSearchCommands.load_document..rr=rrprrs r;rz!AsyncSearchCommands.load_documents{**2........ D DV\\^^ D D D t     D ((2((((sA AAczK|d}|D]}t||j|jg}|dr|d|jr/|d||j|j||d{VdS)aI Add suggestion terms to the AutoCompleter engine. Each suggestion has a score and string. If kwargs["increment"] is true and the terms are already in the server's dictionary, we increment their scores. For more information see `FT.SUGADD `_. 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