Inex/inexDataProcessing.py
2024-08-22 13:49:42 -05:00

120 lines
5.2 KiB
Python

def processData(data, template, **kwargs):
"""Translates data from sql query to the appropriate place in the respective template.
Accepts data, which is the sql query output, the template function, and finally
additional data to insert into the template."""
processedData = []
transactionLoginid = []
for row in data:
# print(f'Row: {row}')
# must set variables for the different templates and do logic based on that. Do not call identifyUtype many times
identifyUtypecommand = identifyUtype(row.get('Command'))
if identifyUtypecommand == "other":
continue
if row.get('Command') == None:
continue
userType = identifyUserType(row.get('user_type'))
try:
processedData.append(template(identifyUtypecommand,\
prd_ext_tenant_name=kwargs.get('prd_ext_tenant_name'),\
user_uid=row.get('TransactionID'),\
status_detail=row.get('Description'),\
prd_ext_tenant_id=kwargs.get('prd_ext_tenant_id'),\
status_code=row.get('ResultID'),\
file_created_time=row.get('Time_stamp'),\
file_size=row.get('FileSize'),\
file_uid=row.get('ProtocolCommandID'),\
file_path=row.get('PhysicalFolderName'),\
file_name=row.get('FileName'),\
guid=row.get('TransactionGUID'),\
product_name=kwargs.get('product_name'),\
node_name=row.get('NodeName'),\
session_uid=row.get('TransactionID'),\
src_endpoint_type=row.get('Protocol'),\
src_endpoint_port=row.get('RemotePort'),\
src_endpoint_ip=row.get('RemoteIP'),\
dst_endpoint_port=row.get('LocalPort'),\
dst_endpoint_ip=row.get('LocalIP'),\
dst_endpoint_type=row.get('Protocol'),\
user_session_uid=row.get('TransactionID'),\
bytes=row.get('BytesTransferred'),\
time=row.get('Time_stamp'),\
duration=row.get('TransferTime'),\
user_type=userType,\
user_name=row.get('Actor'),\
user_home_directory=row.get('VirtualFolderName'),\
utype=identifyUtypecommand))
except UnboundLocalError:
print(f'Problem row GUID:{row.get("TransactionGUID")} ::: TransactionObject:{row.get("TransactionObject")} Command: {row.get("Command")}')
continue
identifyUtypetransactionObject = identifyUtype(row.get('TransactionObject'))
if identifyUtypetransactionObject == "other":
continue
if row.get('TransactionGUID') not in transactionLoginid:
try:
processedData.append(template(identifyUtypetransactionObject,\
prd_ext_tenant_id=kwargs.get('prd_ext_tenant_id'),\
prd_ext_tenant_name=kwargs.get('prd_ext_tenant_name'),\
status_detail=row.get('Description'),\
guid=row.get('TransactionGUID'),\
status_code=row.get('ResultID'),\
node_name=row.get('NodeName'),\
prd_instance_id=kwargs.get('prd_instance_id'),\
product_name=kwargs.get('product_name'),\
src_endpoint_type=row.get('Protocol'),\
src_endpoint_port=row.get('RemotePort'),\
src_endpoint_ip=row.get('RemoteIP'),\
dst_endpoint_port=row.get('LocalPort'),\
dst_endpoint_ip=row.get('LocalIP'),\
dst_endpoint_type=row.get('Protocol'),\
session_uid=row.get('TransactionID'),\
transfer_time=row.get('TransferTime'),\
time=row.get('Time_stamp'),\
user_session_uid=row.get('TransactionID'),\
user_uid=row.get('TransactionID'),\
user_type=userType,\
user_name=row.get('Actor'),\
user_home_directory=row.get('PhysicalFolderName'),\
utype=identifyUtypetransactionObject\
))
transactionLoginid.append(row.get('TransactionGUID'))
except UnboundLocalError:
print(f'Problem row GUID:{row.get("TransactionGUID")} ::: TransactionObject:{row.get("TransactionObject")} Command: {row.get("Command")}')
continue
return processedData
def identifyUserType(obj):
"""Check string if it has Admin-> return Administrator else return User."""
if obj:
if "Admin" in obj:
return "Administrator"
else:
return "User"
else:
return None
def identifyUtype(obj):
"""Process Type of transaction based on string that passed in.
Return transaction type."""
user_logged_on = ['AUTH']
file_deleted = ["dele"]
file_uploaded = ["created"]
file_downloaded = ["sent"]
if obj in user_logged_on:
return "user_logged_on"
elif obj in file_deleted:
return "file_deleted"
elif obj in file_uploaded:
return "file_uploaded"
elif obj in file_downloaded:
return "file_downloaded"
else:
return "other"