,jWdZddlZddlZddlmZmZmZmZmZm Z ddl m Z m Z ddl mZdeeege fdedeeeeeeffd ed eeeeff d Z ddeded ed edeeege fd eeeeff d Zy)zNModule contains the async interface to match needle against haystack in batch.N)AnyCallableDictListUnioncast) SCORE_INDICES fzy_scorer) HAYSTACKSscorerneedle haystackskeyreturncKg}|D]7}||tt||\}}|#|j|||d9|jdd|Sw)aCalculate the score for needle against given list of haystacks and rank them. Args: scorer: Scorer to be used to do the calculation. needle: Substring to search. haystacks: List of dictionary containing the haystack to be searched. key: The key within the `haystacks` dictionary that contains the actual string value. Return: Sorted list of haystacks based on the needle score with additional keys for the `score` and `indices`. )scoreindiceshaystackc |dSNrxs L/home/ubuntu/waydroid_script/venv/lib/python3.12/site-packages/pfzy/match.pyz_rank_task..(s ajTrreverse)rrappendsort)r r rrresultrrrs r _rank_taskr" sr$F  T8(>> import asyncio >>> asyncio.run(fuzzy_match("ab", ["acb", "acbabc"])) [{'value': 'acbabc', 'indices': [3, 4]}, {'value': 'acb', 'indices': [0, 2]}] Nvalue$z\ missing 1 required argument: 'key', 'key' is required when haystacks is an instance of dictc 3FK|]}t||zyw)N)r").0offsetr#rrr r s r zfuzzy_match..`s8  &6J#67   s!rc |dSrrrs rrzfuzzy_match..js !G*rTrrr)r enumerate isinstancedict TypeError fuzzy_match__name__asynciogatherrangelenheapqmerger) r rrr#r indexrbatchesresultschoices candidates ````` rr0r0,sJ~$Y//x(D) #XIe  /  $$%&B C  NN  3y>:>   Gkk7(rDsT 990  c3Z. / E#tCH~-./   $sCx. J26 C CC C C c3Z. / C  $sCx. Cr