Changes for prediction pipeline

src/data-hub/proactive-community-detection-microservice/app/db/repository.py

@@ -30,7 +30,7 @@ class Repository(MongoRepositoryBase):
         assert confirm, 'WONT DELETE WHOLE DB WITHOUT CONFIRMATION'
 
         for collection_ in [self._use_case_collection, self._layer_collection, self._layer_pair_collection, 
-                            self._clusters_collection, self._time_slice_collection]:
+                            self._clusters_collection, self._time_slice_collection, self._prediction_result_collection]:
             super().drop_collection(collection_)
     
 

src/data-hub/proactive-community-detection-microservice/app/run_node_fetching.py

@@ -13,6 +13,7 @@ from db.repository import Repository
 
 if __name__ == "__main__":
     '''Fetches all required data from business-logic and role-stage-discovery.'''
-    Repository().DROP(confirm=True)
-    use_cases = ['vialog-enum', 'car-sharing-official', 'smart-energy', 'crowd-journalism-enum']+['community-prediction-youtube-n', 'community-prediction-taxi']
+    # Repository().DROP(confirm=True)
+    use_cases = ['smart-energy']
+    # ['vialog-enum', 'car-sharing-official', 'smart-energy', 'crowd-journalism-enum']+['community-prediction-youtube-n', 'community-prediction-taxi']
     fetching.fetch(selected_use_cases=use_cases, selected_use_case_tables=None)
\ No newline at end of file

src/data-hub/proactive-community-detection-microservice/app/run_prediction.py

@@ -46,7 +46,7 @@ def _run_cleanup(use_cases: List[str] = None):
 
 
 if __name__ == '__main__':
-    use_cases = ['vialog-enum', 'car-sharing-official', 'smart-energy', 'crowd-journalism-enum']
+    use_cases = ['smart-energy'] #['vialog-enum', 'car-sharing-official', 'smart-energy', 'crowd-journalism-enum']
     # use_cases = ['community-prediction-youtube-n', 'community-prediction-taxi']
 
     _run_data_preparation(use_cases)

src/data-hub/role-stage-discovery-microservice/app/run_clustering.py

@@ -69,4 +69,4 @@ def store_generic_clusters(clusters: List[Cluster], layer):
 if __name__ == "__main__":
     # please dont delete all clusters anymore @10.11.2020
     # repo.delete_all_clusters()
-    run_generic_clustering(selected_use_cases=[], selected_use_case_tables=[], selected_layer_names=[])
+    run_generic_clustering(selected_use_cases=['smart-energy'], selected_use_case_tables=None, selected_layer_names=None)

src/data-hub/role-stage-discovery-microservice/app/run_node_fetching.py

@@ -11,4 +11,4 @@ urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
 import processing.fetching.fetching as f
 
 if __name__ == "__main__":
-    f.fetch_nodes_from_semantic_linking(selected_use_cases=[], selected_use_case_tables=[])
+    f.fetch_nodes_from_semantic_linking(selected_use_cases=['smart-energy'], selected_use_case_tables=None)
\ No newline at end of file

src/data-hub/role-stage-discovery-microservice/app/run_time_slicing.py

@@ -16,12 +16,14 @@ TimeSliceKey = Tuple[int, int]
 TIME_PROPERTY_NAMES = [
     # vialog-enum
     'created',
+    'moderationDate',
+    'timestamp',
     # car-sharing-official
     'available',
     'date',
     'startDate',
     'moment',
-    # smart-energy
+    # smart-energy / bank-app
     'Timestamp',
     # crowd-journalism-enum
     'creationTimestamp',
@@ -156,6 +158,6 @@ def run_time_slicing(selected_use_cases: List[str] = None, selected_use_case_tab
 
 
 if __name__ == "__main__":
-    use_case = 'community-prediction-youtube-n'
+    use_case = 'smart-energy'
     repo.delete_time_slices(use_case)
     run_time_slicing(selected_use_cases=[use_case]) 
\ No newline at end of file

src/data-hub/semantic-linking-microservice/app/dummy_upload/bank_app/dummy_upload.py

@@ -9,10 +9,12 @@ for modules_path in modules_paths:
         sys.path.insert(1, modules_path)
 
 from messaging.MessageHandler import MessageHandler
+from db.repository import Repository
 
 # file to read the data from
 CSV_FILE = r'dummy_upload/bank_app/bank_data.csv'
-handler = MessageHandler()
+repo = Repository()
+handler = MessageHandler(repo)
 
 
 def upload_transaction(transaction):
@@ -31,7 +33,7 @@ def upload_transaction(transaction):
     handler.handle_new_trace(t)
 
 
-type_mapping = { 'House Rent': 1, 'Payback Loan': 2, 'Initial Credit': 3, 'Emergency Help': 4, 'Friendly Help': 5 }
+type_mapping = { 'House Rent': 0, 'Payback Loan': 1, 'Initial Credit': 2, 'Emergency Help': 3, 'Friendly Help': 4 }
 
 
 if __name__ == '__main__':    

src/data-hub/semantic-linking-microservice/app/dummy_upload/smart_energy/dummy_upload.py

@@ -30,9 +30,9 @@ def upload_transaction(transaction):
         'id': uid,
         'properties': transaction,
     }
-    # handler.handle_new_trace(t)
+    handler.handle_new_trace(t)
     
-    processed_transactions.append(t)
+    # processed_transactions.append(t)
 
 
 def store_transactions_for_mirsat():
@@ -67,7 +67,7 @@ if __name__ == '__main__':
         for row in reader:
             transaction = {}
             transaction['ApplicationType'] = 'smart-energy'
-            transaction['docType'] = 'smart-energy-paper'
+            transaction['docType'] = 'smart-energy'
             for idx in range(len(row)):
                 transaction[titles[idx]] = row[idx]
 
@@ -82,4 +82,4 @@ if __name__ == '__main__':
 
             upload_transaction(transaction)
 
-    store_transactions_for_mirsat()
+    # store_transactions_for_mirsat()
\ No newline at end of file

src/data-hub/semantic-linking-microservice/app/messaging/MessageHandler.py

@@ -68,7 +68,7 @@ class MessageHandler:
         return layers
 
     def handle_new_trace(self, content: Dict):
-        LOGGER.info("new trace!")
+        # LOGGER.info(f"Received message: {str(content)}")
         if "use_case" not in content or "id" not in content or "properties" not in content or "table" not in content:
             LOGGER.error(f"Missing fields in trace, required fields: (use_case, id, properties, table), given fields: ({content.keys()})")
             return
@@ -88,7 +88,6 @@ class MessageHandler:
             LOGGER.warning(f"No layers available for '{use_case}'.'{table}', ignoring trace.")
             return
 
-        LOGGER.info(f"{len(layers)} layers available")
         nodes = []
         
         for layer in layers:
@@ -104,12 +103,10 @@ class MessageHandler:
             nodes.append(node)
         
         if len(nodes) > 0:
-            LOGGER.info(f"{len(layers)} layers available")
             self._repository.add_layer_nodes(nodes)
         else:
             LOGGER.error(f"did NOT add nodes...")
         
-        LOGGER.info("done")
 
     def handle_new_traces_available(self):
         # get all traces and call the Processor