JarryShaw / PyPCAPKit

Python-based Comprehensive Network Packet Analysis Library
https://jarryshaw.github.io/PyPCAPKit/
BSD 3-Clause "New" or "Revised" License
237 stars 30 forks source link
computer-networking network network-security network-tools packet-analyser packet-analysis packet-analyzer packet-crafting pcap pcap-analyzer pcap-parser python python3 security security-tools

PyPCAPKit - Comprehensive Network Packet Analysis Library

For any technical and/or maintenance information, please kindly refer to the |docs|_.

.. |docs| replace:: Official Documentation .. _docs: https://jarryshaw.github.io/PyPCAPKit/

The PyPCAPKit project is an open source Python program focus on network packet parsing and analysis, which works as a comprehensive PCAP_ file extraction, construction and analysis library.

The whole project supports Python 3.6 or later.


About

PyPCAPKit is a comprehensive Python-native network packet analysis library, with DictDumper_ as its formatted output dumper.

Unlike popular PCAP file extractors, such as Scapy, DPKT, PyShark_, and etc, pcapkit is designed to be much more comprehensive, which means it is able to provide more detailed information about the packet, as well as a more Pythonic interface for users to interact with.

Module Structure

In pcapkit, all files can be described as following eight parts.

Engine Comparison

Due to the general overhead of pcapkit, its extraction procedure takes around 0.2 milliseconds per packet, which is already impressive but not enough comparing to other popular extration engines availbale on the market, given the fact that pcapkit is a comprehensive packet processing module.

Additionally, pcapkit introduced alternative extractionengines to accelerate this procedure. By now pcapkit supports Scapy, DPKT, and PyShark_.

Test Environment


.. list-table::

   * - Operating System
     - macOS Ventura 13.4.1
   * - Chip
     - Apple M2 Pro
   * - Memory
     - 16 GB

Test Results

============= =========================== Engine Performance (ms per packet) ============= =========================== dpkt 0.010390_056723 scapy 0.091690_233567 pcapkit 0.200390_390390 pyshark 24.682185_018351 ============= ===========================


Installation

.. note::

pcapkit supports Python versions since 3.6.

Simply run the following to install the current version from PyPI:

.. code-block:: shell

pip install pypcapkit

Or install the latest version from the gi repository:

.. code-block:: shell

git clone https://github.com/JarryShaw/PyPCAPKit.git cd pypcapkit pip install -e .

and to update at any time

git pull

And since pcapkit supports various extraction engines, and extensive plug-in functions, you may want to install the optional ones:

.. code-block:: shell

for DPKT only

pip install pypcapkit[DPKT]

for Scapy only

pip install pypcapkit[Scapy]

for PyShark only

pip install pypcapkit[PyShark]

and to install all the optional packages

pip install pypcapkit[all]

or to do this explicitly

pip install pypcapkit dpkt scapy pyshark

For CLI usage, you will need to install the optional packages:

.. code-block:: shell

pip install pypcapkit[cli]

or explicitly...

pip install pypcapkit emoji

.. _PCAP: https://en.wikipedia.org/wiki/Pcap .. _Scapy: https://scapy.net .. _DPKT: https://dpkt.readthedocs.io .. _PyShark: https://kiminewt.github.io/pyshark .. _DictDumper: https://github.com/JarryShaw/DictDumper