The Python library for interacting with netcap audit records has been published here:
Read into python dictionary
#!/usr/bin/python
import pynetcap as nc
reader = nc.NCReader('pcaps/HTTP.ncap.gz')
reader.read(dataframe=False)
print("RECORDS:")
print(reader.records)
Read into pandas dataframe
#!/usr/bin/python
import pynetcap as nc
reader = nc.NCReader('pcaps/HTTP.ncap.gz')
reader.read(dataframe=True)
print("[INFO] completed reading the audit record file:", reader.filepath)
print("DATAFRAME:")
print(reader.df)