@@ -93,6 +93,10 @@ async def create_source_knowledge_graph_url(
9393
9494 try :
9595 start = time .time ()
96+ payload_json_obj = {'api_name' :'url_scan' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'source_url' :source_url , 'aws_access_key_id' :aws_access_key_id ,
97+ 'model' :model , 'gcs_bucket_name' :gcs_bucket_name , 'gcs_bucket_folder' :gcs_bucket_folder , 'source_type' :source_type ,
98+ 'gcs_project_id' :gcs_project_id , 'wiki_query' :wiki_query , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
99+ logger .log_struct (payload_json_obj , "INFO" )
96100 if source_url is not None :
97101 source = source_url
98102 else :
@@ -180,6 +184,11 @@ async def extract_knowledge_graph_from_file(
180184 """
181185 try :
182186 start_time = time .time ()
187+ payload_json_obj = {'api_name' :'extract' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'source_url' :source_url , 'aws_access_key_id' :aws_access_key_id ,
188+ 'model' :model , 'gcs_bucket_name' :gcs_bucket_name , 'gcs_bucket_folder' :gcs_bucket_folder , 'source_type' :source_type ,'gcs_blob_filename' :gcs_blob_filename ,
189+ 'file_name' :file_name , 'gcs_project_id' :gcs_project_id , 'wiki_query' :wiki_query ,'allowedNodes' :allowedNodes ,'allowedRelationship' :allowedRelationship ,
190+ 'language' :language ,'retry_condition' :retry_condition ,'logging_time' : formatted_time (datetime .now (timezone .utc ))}
191+ logger .log_struct (payload_json_obj , "INFO" )
183192 graph = create_graph_database_connection (uri , userName , password , database )
184193 graphDb_data_Access = graphDBdataAccess (graph )
185194
@@ -244,6 +253,8 @@ async def get_source_list(uri:str, userName:str, password:str, database:str=None
244253 """
245254 try :
246255 start = time .time ()
256+ payload_json_obj = {'api_name' :'sources_list' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
257+ logger .log_struct (payload_json_obj , "INFO" )
247258 decoded_password = decode_password (password )
248259 if " " in uri :
249260 uri = uri .replace (" " ,"+" )
@@ -263,6 +274,8 @@ async def get_source_list(uri:str, userName:str, password:str, database:str=None
263274@app .post ("/post_processing" )
264275async def post_processing (uri = Form (), userName = Form (), password = Form (), database = Form (), tasks = Form (None )):
265276 try :
277+ payload_json_obj = {'api_name' :'post_processing' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'tasks' :tasks , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
278+ logger .log_struct (payload_json_obj , "INFO" )
266279 graph = create_graph_database_connection (uri , userName , password , database )
267280 tasks = set (map (str .strip , json .loads (tasks )))
268281
@@ -285,8 +298,9 @@ async def post_processing(uri=Form(), userName=Form(), password=Form(), database
285298 model = "openai-gpt-4o"
286299 await asyncio .to_thread (create_communities , uri , userName , password , database ,model )
287300 josn_obj = {'api_name' : 'post_processing/create_communities' , 'db_url' : uri , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
288- logger .log_struct (josn_obj )
289301 logging .info (f'created communities' )
302+
303+ logger .log_struct (josn_obj )
290304 return create_api_response ('Success' , message = 'All tasks completed successfully' )
291305
292306 except Exception as e :
@@ -304,6 +318,9 @@ async def chat_bot(uri=Form(),model=Form(None),userName=Form(), password=Form(),
304318 logging .info (f"QA_RAG called at { datetime .now ()} " )
305319 qa_rag_start_time = time .time ()
306320 try :
321+ payload_json_obj = {'api_name' :'chat_bot' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'question' :question ,'document_names' :document_names ,
322+ 'session_id' :session_id , 'mode' :mode , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
323+ logger .log_struct (payload_json_obj , "INFO" )
307324 if mode == "graph" :
308325 graph = Neo4jGraph ( url = uri ,username = userName ,password = password ,database = database ,sanitize = True , refresh_schema = True )
309326 else :
@@ -317,7 +334,7 @@ async def chat_bot(uri=Form(),model=Form(None),userName=Form(), password=Form(),
317334 logging .info (f"Total Response time is { total_call_time :.2f} seconds" )
318335 result ["info" ]["response_time" ] = round (total_call_time , 2 )
319336
320- json_obj = {'api_name' :'chat_bot' ,'db_url' :uri ,'session_id' :session_id , 'logging_time' : formatted_time (datetime .now (timezone .utc )), 'elapsed_api_time' :f'{ total_call_time :.2f} ' }
337+ json_obj = {'api_name' :'chat_bot' ,'db_url' :uri ,'session_id' :session_id ,'mode' : mode , 'logging_time' : formatted_time (datetime .now (timezone .utc )), 'elapsed_api_time' :f'{ total_call_time :.2f} ' }
321338 logger .log_struct (json_obj , "INFO" )
322339
323340 return create_api_response ('Success' ,data = result )
@@ -334,6 +351,9 @@ async def chat_bot(uri=Form(),model=Form(None),userName=Form(), password=Form(),
334351async def chunk_entities (uri = Form (),userName = Form (), password = Form (), database = Form (), nodedetails = Form (None ),entities = Form (),mode = Form ()):
335352 try :
336353 start = time .time ()
354+ payload_json_obj = {'api_name' :'chunk_entities' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'nodedetails' :nodedetails ,'entities' :entities ,
355+ 'mode' :mode , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
356+ logger .log_struct (payload_json_obj , "INFO" )
337357 result = await asyncio .to_thread (get_entities_from_chunkids ,uri = uri , username = userName , password = password , database = database ,nodedetails = nodedetails ,entities = entities ,mode = mode )
338358 end = time .time ()
339359 elapsed_time = end - start
@@ -358,7 +378,9 @@ async def graph_query(
358378 document_names : str = Form (None ),
359379):
360380 try :
361- # print(document_names)
381+ payload_json_obj = {'api_name' :'graph_query' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'document_names' :document_names ,
382+ 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
383+ logger .log_struct (payload_json_obj , "INFO" )
362384 start = time .time ()
363385 result = await asyncio .to_thread (
364386 get_graph_results ,
@@ -386,6 +408,8 @@ async def graph_query(
386408@app .post ("/clear_chat_bot" )
387409async def clear_chat_bot (uri = Form (),userName = Form (), password = Form (), database = Form (), session_id = Form (None )):
388410 try :
411+ payload_json_obj = {'api_name' :'clear_chat_bot' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'session_id' :session_id , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
412+ logger .log_struct (payload_json_obj , "INFO" )
389413 graph = create_graph_database_connection (uri , userName , password , database )
390414 result = await asyncio .to_thread (clear_chat_history ,graph = graph ,session_id = session_id )
391415 return create_api_response ('Success' ,data = result )
@@ -402,6 +426,8 @@ async def clear_chat_bot(uri=Form(),userName=Form(), password=Form(), database=F
402426async def connect (uri = Form (), userName = Form (), password = Form (), database = Form ()):
403427 try :
404428 start = time .time ()
429+ payload_json_obj = {'api_name' :'connect' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
430+ logger .log_struct (payload_json_obj , "INFO" )
405431 graph = create_graph_database_connection (uri , userName , password , database )
406432 result = await asyncio .to_thread (connection_check_and_get_vector_dimensions , graph , database )
407433 end = time .time ()
@@ -423,6 +449,9 @@ async def upload_large_file_into_chunks(file:UploadFile = File(...), chunkNumber
423449 password = Form (), database = Form ()):
424450 try :
425451 start = time .time ()
452+ payload_json_obj = {'api_name' :'upload' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'chunkNumber' :chunkNumber ,'totalChunks' :totalChunks ,
453+ 'original_file_name' :originalname ,'model' :model , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
454+ logger .log_struct (payload_json_obj , "INFO" )
426455 graph = create_graph_database_connection (uri , userName , password , database )
427456 result = await asyncio .to_thread (upload_file , graph , model , file , chunkNumber , totalChunks , originalname , uri , CHUNK_DIR , MERGED_DIR )
428457 end = time .time ()
@@ -448,6 +477,8 @@ async def upload_large_file_into_chunks(file:UploadFile = File(...), chunkNumber
448477async def get_structured_schema (uri = Form (), userName = Form (), password = Form (), database = Form ()):
449478 try :
450479 start = time .time ()
480+ payload_json_obj = {'api_name' :'schema' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
481+ logger .log_struct (payload_json_obj , "INFO" )
451482 graph = create_graph_database_connection (uri , userName , password , database )
452483 result = await asyncio .to_thread (get_labels_and_relationtypes , graph )
453484 end = time .time ()
@@ -518,6 +549,9 @@ async def delete_document_and_entities(uri=Form(),
518549 deleteEntities = Form ()):
519550 try :
520551 start = time .time ()
552+ payload_json_obj = {'api_name' :'delete_document_and_entities' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'filenames' :filenames ,'deleteEntities' :deleteEntities ,
553+ 'source_types' :source_types , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
554+ logger .log_struct (payload_json_obj , "INFO" )
521555 graph = create_graph_database_connection (uri , userName , password , database )
522556 graphDb_data_Access = graphDBdataAccess (graph )
523557 result , files_list_size = await asyncio .to_thread (graphDb_data_Access .delete_file_from_graph , filenames , source_types , deleteEntities , MERGED_DIR , uri )
@@ -573,6 +607,9 @@ async def get_document_status(file_name, url, userName, password, database):
573607@app .post ("/cancelled_job" )
574608async def cancelled_job (uri = Form (), userName = Form (), password = Form (), database = Form (), filenames = Form (None ), source_types = Form (None )):
575609 try :
610+ payload_json_obj = {'api_name' :'cancelled_job' , 'db_url' :uri , 'userName' :userName , 'database' :database ,
611+ 'filenames' :filenames ,'source_types' :source_types ,'logging_time' : formatted_time (datetime .now (timezone .utc ))}
612+ logger .log_struct (payload_json_obj , "INFO" )
576613 graph = create_graph_database_connection (uri , userName , password , database )
577614 result = manually_cancelled_job (graph ,filenames , source_types , MERGED_DIR , uri )
578615
@@ -589,6 +626,8 @@ async def cancelled_job(uri=Form(), userName=Form(), password=Form(), database=F
589626@app .post ("/populate_graph_schema" )
590627async def populate_graph_schema (input_text = Form (None ), model = Form (None ), is_schema_description_checked = Form (None )):
591628 try :
629+ payload_json_obj = {'api_name' :'populate_graph_schema' , 'model' :model , 'is_schema_description_checked' :is_schema_description_checked , 'input_text' :input_text , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
630+ logger .log_struct (payload_json_obj , "INFO" )
592631 result = populate_graph_schema_from_text (input_text , model , is_schema_description_checked )
593632 return create_api_response ('Success' ,data = result )
594633 except Exception as e :
@@ -603,6 +642,8 @@ async def populate_graph_schema(input_text=Form(None), model=Form(None), is_sche
603642@app .post ("/get_unconnected_nodes_list" )
604643async def get_unconnected_nodes_list (uri = Form (), userName = Form (), password = Form (), database = Form ()):
605644 try :
645+ payload_json_obj = {'api_name' :'get_unconnected_nodes_list' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
646+ logger .log_struct (payload_json_obj , "INFO" )
606647 start = time .time ()
607648 graph = create_graph_database_connection (uri , userName , password , database )
608649 graphDb_data_Access = graphDBdataAccess (graph )
@@ -624,6 +665,9 @@ async def get_unconnected_nodes_list(uri=Form(), userName=Form(), password=Form(
624665@app .post ("/delete_unconnected_nodes" )
625666async def delete_orphan_nodes (uri = Form (), userName = Form (), password = Form (), database = Form (),unconnected_entities_list = Form ()):
626667 try :
668+ payload_json_obj = {'api_name' :'delete_unconnected_nodes' , 'db_url' :uri , 'userName' :userName , 'database' :database ,
669+ 'unconnected_entities_list' :unconnected_entities_list , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
670+ logger .log_struct (payload_json_obj , "INFO" )
627671 start = time .time ()
628672 graph = create_graph_database_connection (uri , userName , password , database )
629673 graphDb_data_Access = graphDBdataAccess (graph )
@@ -646,6 +690,8 @@ async def delete_orphan_nodes(uri=Form(), userName=Form(), password=Form(), data
646690async def get_duplicate_nodes (uri = Form (), userName = Form (), password = Form (), database = Form ()):
647691 try :
648692 start = time .time ()
693+ payload_json_obj = {'api_name' :'get_duplicate_nodes' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
694+ logger .log_struct (payload_json_obj , "INFO" )
649695 graph = create_graph_database_connection (uri , userName , password , database )
650696 graphDb_data_Access = graphDBdataAccess (graph )
651697 nodes_list , total_nodes = graphDb_data_Access .get_duplicate_nodes_list ()
@@ -667,6 +713,9 @@ async def get_duplicate_nodes(uri=Form(), userName=Form(), password=Form(), data
667713async def merge_duplicate_nodes (uri = Form (), userName = Form (), password = Form (), database = Form (),duplicate_nodes_list = Form ()):
668714 try :
669715 start = time .time ()
716+ payload_json_obj = {'api_name' :'merge_duplicate_nodes' , 'db_url' :uri , 'userName' :userName , 'database' :database ,
717+ 'duplicate_nodes_list' :duplicate_nodes_list , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
718+ logger .log_struct (payload_json_obj , "INFO" )
670719 graph = create_graph_database_connection (uri , userName , password , database )
671720 graphDb_data_Access = graphDBdataAccess (graph )
672721 result = graphDb_data_Access .merge_duplicate_nodes (duplicate_nodes_list )
@@ -687,6 +736,9 @@ async def merge_duplicate_nodes(uri=Form(), userName=Form(), password=Form(), da
687736@app .post ("/drop_create_vector_index" )
688737async def merge_duplicate_nodes (uri = Form (), userName = Form (), password = Form (), database = Form (), isVectorIndexExist = Form ()):
689738 try :
739+ payload_json_obj = {'api_name' :'drop_create_vector_index' , 'db_url' :uri , 'userName' :userName , 'database' :database ,
740+ 'isVectorIndexExist' :isVectorIndexExist , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
741+ logger .log_struct (payload_json_obj , "INFO" )
690742 graph = create_graph_database_connection (uri , userName , password , database )
691743 graphDb_data_Access = graphDBdataAccess (graph )
692744 result = graphDb_data_Access .drop_create_vector_index (isVectorIndexExist )
@@ -703,6 +755,9 @@ async def merge_duplicate_nodes(uri=Form(), userName=Form(), password=Form(), da
703755@app .post ("/retry_processing" )
704756async def retry_processing (uri = Form (), userName = Form (), password = Form (), database = Form (), file_name = Form (), retry_condition = Form ()):
705757 try :
758+ payload_json_obj = {'api_name' :'retry_processing' , 'db_url' :uri , 'userName' :userName , 'database' :database , 'file_name' :file_name ,'retry_condition' :retry_condition ,
759+ 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
760+ logger .log_struct (payload_json_obj , "INFO" )
706761 graph = create_graph_database_connection (uri , userName , password , database )
707762 await asyncio .to_thread (set_status_retry , graph ,file_name ,retry_condition )
708763 #set_status_retry(graph,file_name,retry_condition)
@@ -719,14 +774,16 @@ async def retry_processing(uri=Form(), userName=Form(), password=Form(), databas
719774@app .post ('/metric' )
720775async def calculate_metric (question = Form (), context = Form (), answer = Form (), model = Form ()):
721776 try :
722- result = await asyncio .to_thread (get_ragas_metrics , question , context , answer , model )
723- if result is None or "error" in result :
724- return create_api_response (
725- 'Failed' ,
726- message = 'Failed to calculate evaluation metrics.' ,
727- error = result .get ("error" , "Ragas evaluation returned null" )
728- )
729- return create_api_response ('Success' , data = result )
777+ payload_json_obj = {'api_name' :'metric' , 'context' :context , 'answer' :answer , 'model' :model , 'logging_time' : formatted_time (datetime .now (timezone .utc ))}
778+ logger .log_struct (payload_json_obj , "INFO" )
779+ result = await asyncio .to_thread (get_ragas_metrics , question , context , answer , model )
780+ if result is None or "error" in result :
781+ return create_api_response (
782+ 'Failed' ,
783+ message = 'Failed to calculate evaluation metrics.' ,
784+ error = result .get ("error" , "Ragas evaluation returned null" )
785+ )
786+ return create_api_response ('Success' , data = result )
730787 except Exception as e :
731788 job_status = "Failed"
732789 message = "Error while calculating evaluation metrics"
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