Add search
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@ -3,6 +3,7 @@ from flask_restx import reqparse
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from api.clientGetter import getClientSafely
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from api.get import getExactFile as getApi
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from flask import abort
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import nlp
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import logging
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# Exported namespace
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@ -24,8 +25,35 @@ class exactSearch(Resource):
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if query in client.getCurrentMemeList():
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return {
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"found" : True,
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"url" : "/resource/exact/" + query
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"url" : "/resource/exact/" + query,
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"name" : query
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}
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else:
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return { "found" : False }
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@api.route('/close/<string:query>')
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@api.doc(params={
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'query' : 'Search query to attempt to compare against'
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},description="FInd a meme thats close using levenshtein distance")
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class textualClose(Resource):
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def get(self, query):
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client = getClientSafely()
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if client is None:
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abort(500, "S3 failed to start")
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foundMemes = nlp.getCloseMemes(client.getCurrentMemeList(), query)
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listToReturn = []
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for meme in foundMemes:
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entry = {
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"found" : True,
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"url" : "/resource/exact/" + meme,
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"name" : meme
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}
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listToReturn.append(entry)
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return {
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"results" : listToReturn,
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"numberOfResults" : len(foundMemes)
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}
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@ -6,7 +6,7 @@ from api import api
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import os
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import logging
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logging.basicConfig(level=logging.INFO)
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logging.basicConfig(level=logging.DEBUG)
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isDebug = True
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32
src/nlp.py
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32
src/nlp.py
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@ -0,0 +1,32 @@
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from fuzzywuzzy import fuzz, process
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from api.clientGetter import getClientSafely
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import logging
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def getCloseMemes(allPossibleMemes: set, query: str):
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if not isinstance(allPossibleMemes, set):
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raise Exception("Expected set for allPossibleMemes")
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if not isinstance(query, str):
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raise Exception("Expected str for query")
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topMeme = ''
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topMemes = []
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topScore = 0
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for meme in allPossibleMemes:
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currentScore = fuzz.partial_ratio(query, meme)
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if currentScore > topScore:
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topMeme = meme
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topScore = currentScore
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if currentScore == 100:
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topMemes.append(meme)
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topMeme = meme
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logging.info('Top memes for given query (' + query + ")")
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logging.info('topMemes: ' + str(topMemes))
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logging.info('topMeme : ' + topMeme)
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if len(topMemes) == 0:
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topMemes.append(topMeme)
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return topMemes
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