mirror of
https://github.com/nfstream/nfstream.git
synced 2026-05-19 16:28:14 +00:00
37 lines
1.7 KiB
Python
37 lines
1.7 KiB
Python
"""
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
wfeatures_pandas.py
|
|
Copyright (C) 2019-22 - NFStream Developers
|
|
This file is part of NFStream, a Flexible Network Data Analysis Framework (https://www.nfstream.org/).
|
|
NFStream is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public
|
|
License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later
|
|
version.
|
|
NFStream is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
|
|
of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.
|
|
You should have received a copy of the GNU Lesser General Public License along with NFStream.
|
|
If not, see <http://www.gnu.org/licenses/>.
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
"""
|
|
|
|
from nfstream import NFStreamer
|
|
import sys
|
|
|
|
try:
|
|
from nfstream.plugins.wfeatures import WFPlugin
|
|
except ImportError:
|
|
print("Please install pywt: pip install PyWavelets")
|
|
sys.exit(1)
|
|
|
|
|
|
if __name__ == "__main__": # Mandatory if you are running on Windows Platform
|
|
path = sys.argv[1]
|
|
print("nfstream processing started. Use Ctrl+C to interrupt and save.")
|
|
streamer = NFStreamer(
|
|
source=path, active_timeout=41, udps=WFPlugin(active_timeout=41, levels=12)
|
|
)
|
|
print("Converting to pandas...")
|
|
df = streamer.to_pandas()
|
|
print("Dataframe: ")
|
|
print(df.head())
|
|
print("With columns: ")
|
|
print(df.columns.tolist())
|