xjW&dZddlZddlZddlmZmZmZmZmZm Z ddl m Z m Z ddl mZdeeege fdedeeeeeeffd ed eeeeff d Z ddeded ededeeege fd eeeeff dZdS)zNModule contains the async interface to match needle against haystack in batch.N)AnyCallableDictListUnioncast) SCORE_INDICES fzy_scorer) HAYSTACKSscorerneedle haystackskeyreturncKg}|D]F}||tt||\}}|-||||dG|dd|S)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`. N)scoreindiceshaystackc|dSNrxs ;C:\Projects\Historical\venv\Lib\site-packages\pfzy/match.pyz_rank_task..(s ajTrreverse)rrappendsort)r r rrresultrrrs r _rank_taskr" s$F   T8(<(>> import asyncio >>> asyncio.run(fuzzy_match("ab", ["acb", "acbabc"])) [{'value': 'acbabc', 'indices': [3, 4]}, {'value': 'acb', 'indices': [0, 2]}] Nvalue$z\ missing 1 required argument: 'key', 'key' is required when haystacks is an instance of dictc 3RK|]!}t||zV"dS)N)r").0offsetr%rrr r s r zfuzzy_match..`s^   &6J#667         rrc|dSrrrs rrzfuzzy_match..js !G*rTrrr)r enumerate isinstancedict TypeError fuzzy_match__name__asynciogatherrangelenheapqmerger) r rrr%r indexrbatchesresultschoices candidates ````` rr2r2,suJ~$Y////x(D)) /  #XIe    C $ C C C   N         3y>>:>>          Gk7(<(rEszTT 999999999999999900000000  c3Z. / E#tCH~-./   $sCx. J26 CC CC C C c3Z. / C  $sCx. CCCCCCr