rectified code to not include Document node while graph_consolidation (#1007)

Author: kaustubh-darekar

backend/score.py

@@ -346,14 +346,15 @@ async def post_processing(uri=Form(), userName=Form(), password=Form(), database
             await asyncio.to_thread(create_communities, uri, userName, password, database)  
 
             logging.info(f'created communities')
-            graph = create_graph_database_connection(uri, userName, password, database)   
-            graphDb_data_Access = graphDBdataAccess(graph)
-            document_name = ""
-            count_response = graphDb_data_Access.update_node_relationship_count(document_name)
-            if count_response:
-                count_response = [{"filename": filename, **counts} for filename, counts in count_response.items()]
-                logging.info(f'Updated source node with community related counts')
-        
+
+
+        graph = create_graph_database_connection(uri, userName, password, database)   
+        graphDb_data_Access = graphDBdataAccess(graph)
+        document_name = ""
+        count_response = graphDb_data_Access.update_node_relationship_count(document_name)
+        if count_response:
+            count_response = [{"filename": filename, **counts} for filename, counts in count_response.items()]
+            logging.info(f'Updated source node with community related counts')
 
         end = time.time()
         elapsed_time = end - start

backend/src/main.py

@@ -676,7 +676,7 @@ def get_labels_and_relationtypes(graph):
   query = """
           RETURN collect { 
           CALL db.labels() yield label 
-          WHERE NOT label  IN ['Chunk','_Bloom_Perspective_', '__Community__', '__Entity__'] 
+          WHERE NOT label  IN ['Document','Chunk','_Bloom_Perspective_', '__Community__', '__Entity__'] 
           return label order by label limit 100 } as labels, 
           collect { 
           CALL db.relationshipTypes() yield relationshipType  as type 

backend/src/post_processing.py

@@ -203,6 +203,12 @@ def graph_schema_consolidation(graph):
     node_labels.extend(nodes_and_relations[0]['labels'])
     relation_labels.extend(nodes_and_relations[0]['relationshipTypes'])
 
+    exclude_node_labels = ['Document','Chunk','_Bloom_Perspective_', '__Community__', '__Entity__']
+    exclude_relationship_labels = ['PART_OF', 'NEXT_CHUNK', 'HAS_ENTITY', '_Bloom_Perspective_','FIRST_CHUNK','SIMILAR','IN_COMMUNITY','PARENT_COMMUNITY']
+
+    node_labels = [i for i in node_labels if i not in exclude_node_labels ]
+    relation_labels = [i for i in relation_labels if i not in exclude_relationship_labels]
+
     parser = JsonOutputParser()
     prompt = ChatPromptTemplate(messages=[("system",GRAPH_CLEANUP_PROMPT),("human", "{input}")],
                                             partial_variables={"format_instructions": parser.get_format_instructions()})
@@ -225,8 +231,10 @@ def graph_schema_consolidation(graph):
             if new_label != old_label:
                 relation_match[old_label]=new_label 
 
-    logging.info(f"updated node labels : {node_match}")   
+    logging.info(f"updated node labels : {node_match}")
+    logging.info(f"Reduced node counts from {len(node_labels)} to {len(node_match.items())}")   
     logging.info(f"updated relationship labels : {relation_match}") 
+    logging.info(f"Reduced relationship counts from {len(relation_labels)} to {len(relation_match.items())}")
 
     # Update node labels in graph
     for old_label, new_label in node_match.items():