Update util/preprocessing.py

util/preprocessing.py

@@ -9,9 +9,6 @@ def word_to_market_name(word):
     scores = dict()
 
     for m in markets_names:
-        sm = difflib.SequenceMatcher(None, word, m)
-        scores[m] = sm.ratio()
-
         flag = True
         for c in range(len(word)):
             if c < len(m):
@@ -19,6 +16,9 @@ def word_to_market_name(word):
                     flag = False
         if flag:
             output.append(m)
+        else:
+            sm = difflib.SequenceMatcher(None, word, m)
+            scores[m] = sm.ratio()
     sorted_scores = sorted(scores.items(), key=lambda item: item[1], reverse=True)
     top_3_markets = [market[0] for market in sorted_scores[:3]]
     for i in range(len(top_3_markets)):