Update Database.py

Database.py

@@ -44,12 +44,24 @@ def get_num_of_words():
         print(len(doc.complaintbody))
 
 def shakwa_common_words():
+    allcomplaints = []
+    most_common_words = {}
     for doc in documents_to_summarize:
-        words_in_docs=" ".join(doc)
-        words_in_docs = Cleaning.txt_preprocess(words_in_docs)
-    most_common_words=Counter(words_in_docs)
+        document = Classes.Shakwa.from_dict(source=doc.to_dict())
+        allcomplaints.append(document.complaintbody)
+    # print(allcomplaints)
+    words_in_docs = " ".join(allcomplaints)
+    words_in_docs = Cleaning.txt_preprocess(words_in_docs)
+    words_in_docs = words_in_docs.split(" ")
+    for word in words_in_docs:
+        if word in most_common_words:
+            most_common_words[word] += 1
+        else:
+            most_common_words[word] = 1
+    most_common_words = sorted(most_common_words.items(), key=lambda x: x[1])
     return dict(most_common_words)
 
+
 def feedback_common_words():
     for feedback in feedbacks:
         words_in_feedback=" ".join(feedback)