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artificial-intelligencecybersecuritydata-analysisdata-miningdata-sciencedataset-generationdeep-packet-inspectionmachine-learningndpinetflownetwork-analysisnetwork-monitoringnetwork-securitypacket-analyserpacket-capturepcappythontraffic-analysistraffic-classification
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| HISTORY.rst | ||
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========================
|nfstream_logo| nfstream
========================
|release| |build| |coverage| |quality| |doc| |python| |license|
nfstream is a flexible and lightweight network data analysis library.
**nfstream main features**
* **Performance:** nfstream was designed to be fast, CPU savvy and small memory fingerprint.
* **Layer-7 visibility:** (250+ applications including Tor, Messenger, WhatsApp, etc.).
* **Flexibility:** Missing metric? You can add a metric in 2 lines of code using nfstream User Defined Metrics.
**examples of use**
Dealing with a big pcap file and just want to see flow informations stored in as a csv file or
pandas Dataframe? nfstream make this path easier in few lines:
.. image:: docs/source/streamer_example.png
:scale: 80%
:align: center
.. code-block:: json
{"ip_src": "192.168.43.18", "src_port": 52066, "ip_dst": "66.220.156.68", "dst_port": 443, "ip_protocol": 6, "src_to_dst_pkts": 9, "dst_to_src_pkts": 10, "src_to_dst_bytes": 1345, "dst_to_src_bytes": 4400, "application_name": "TLS.Facebook", "start_time": 1472393122365, "end_time": 1472393123665, "export_reason": 2}
Getting Started
===============
Prerequisites
-------------
.. code-block:: bash
apt-get install python-dev libpcap-dev autogen
Installation
------------
using pip
^^^^^^^^^
Binary installers for the latest released version are available:
.. code-block:: bash
pip3 install nfstream
from source
^^^^^^^^^^^
If you want to build nfstream on your local machine:
.. code-block:: bash
apt-get autogen
git clone https://github.com/aouinizied/nfstream.git
# move to nfstream directory and run
python3 setup.py install
Contributing
============
Please read Contributing_ for details on our code of conduct, and the process for submitting pull
requests to us.
Authors
=======
`Zied Aouini`_ (`aouinizied`_) created nfstream and `these fine people`_
have contributed.
License
=======
This project is licensed under the GPLv3 License - see the License_ file for details
.. |release| image:: https://img.shields.io/pypi/v/nfstream.svg
:target: https://pypi.python.org/pypi/nfstream
.. |nfstream_logo| image:: https://github.com/aouinizied/nfstream/blob/master/docs/nfstream_logo.png
.. |build| image:: https://travis-ci.org/aouinizied/nfstream.svg?branch=master
:target: https://travis-ci.org/aouinizied/nfstream
.. |coverage| image:: https://codecov.io/gh/aouinizied/nfstream/branch/master/graph/badge.svg
:target: https://codecov.io/gh/aouinizied/nfstream/
.. |quality| image:: https://img.shields.io/lgtm/grade/python/github/aouinizied/nfstream.svg?logo=lgtm&logoWidth=18)
:target: https://lgtm.com/projects/g/aouinizied/nfstream/context:python
.. |python| image:: https://img.shields.io/badge/python-3.x-blue.svg
:target: https://travis-ci.org/aouinizied/nfstream
.. |doc| image:: https://readthedocs.org/projects/nfstream/badge/?version=latest
:target: https://nfstream.readthedocs.io/en/latest/?badge=latest
.. |license| image:: https://img.shields.io/badge/license-LGPLv3-blue.svg
:target: LICENSE
.. _License: https://github.com/aouinizied/nfstream/blob/master/LICENSE
.. _Contributing: https://github.com/aouinizied/nfstream/blob/master/CONTRIBUTING.rst
.. _these fine people: https://github.com/aouinizied/nfstream/graphs/contributors
.. _Zied Aouini: https://www.linkedin.com/in/dr-zied-aouini
.. _aouinizied: https://github.com/aouinizied