replace fuzzywuzzy

frozen_requirements.txt

@@ -13,7 +13,6 @@ docutils==0.15.2
 drawnow==0.72.0
 enum34==1.1.6
 futures==3.2.0
-fuzzywuzzy==0.17.0
 google-api-core==1.8.0
 google-auth==1.6.3
 google-cloud==0.34.0
@@ -48,9 +47,9 @@ pycountry==18.12.8
 Pygments==2.4.2
 pyparsing==2.3.1
 python-dateutil==2.8.0
-python-Levenshtein==0.12.0
 pytz==2018.9
 qibuild==3.13
+rapidfuzz==0.12.2
 rdflib==4.2.2
 requests==2.21.0
 reverse-geocoder==1.5.1

mac_requirements.txt

@@ -3,8 +3,7 @@ scipy==1.2.3
 sklearn
 
 nltk==3.4
-fuzzywuzzy
-python-Levenshtein
+rapidfuzz
 
 rdflib
 iribaker

pepper/brain/reasoners/type_reasoner.py

@@ -3,7 +3,7 @@
 
 from pepper import config
 
-from fuzzywuzzy import process
+from rapidfuzz import process
 import requests
 
 

pepper/knowledge/query.py

@@ -5,7 +5,7 @@
 from pepper.knowledge.sentences import *
 from pepper import config
 
-from fuzzywuzzy import fuzz
+from rapidfuzz import fuzz
 
 from random import choice
 from time import strftime
@@ -113,13 +113,13 @@ def query(self, query):
 
         # Fuzzily try to find best matching query
         for Q, A in self.QNA_STATIC.items():
-            r = fuzz.partial_ratio(query, Q)
+            r = fuzz.partial_ratio(query, Q, score_cutoff=ratio)
             if r > ratio:
                 answer = A
                 ratio = r
 
         for Q, A in self.QNA_DYNAMIC.items():
-            r = fuzz.partial_ratio(query, Q)
+            r = fuzz.partial_ratio(query, Q, score_cutoff=ratio)
             if r > ratio:
                 answer = A()
                 ratio = r

requirements.txt

@@ -3,7 +3,7 @@ scipy==1.2.3
 sklearn
 
 nltk==3.4
-fuzzywuzzy[speedup]
+rapidfuzz
 
 rdflib
 iribaker