Defined relations for sampled networking data in a specific time and location and created a simple CLI interface to query the data.
./Diagrams/ER.png for the entity relation diagram of the data.
./Diagrams/Client_diagram.png for basic flow design of the client application
https://www.kaggle.com/jsrojas/ip-network-traffic-flows-labeled-with-87-apps https://www.kaggle.com/jsrojas/labeled-network-traffic-flows-114-applications
Our code is written in python and there are a number of libraries that need to be installed first. Please run the following commands:
pip3 install click
pip3 install MySQLConnector
pip3 install hashlib
pip3 install pandas
pip3 install csv
pip3 install numpy
pip3 install sklearn
pip3 install matplotlib
Before running our code, there are a few python and sql scripts that needs to be run in the following order:
- Make sure you are at the Networking_dataset directory
- First move the
Networking_dataset/21-Network-Traffic/extract.pyto the21-Network-Trafficfolder where the data csv is (basically put extract.py in the same folder as the data csv). Runpython extract.pyto change formatting of the data csv files. - Start up your mysql database, and inside the mysql command line run
source tableSetupFull.sqlto set up your database.
- In order to correctly run the client, make sure ur setting matches with /Networking_dataset/CLI/instances/config.ini specifically the config file contais:
host = <hostname> (default: localhost)
port = <portnumber> (default: 3307)
username = <username> (default: root)
password = <password> (default: root)
database_name = <database> (default: Networking)
- To run our CLI, simply run
python CLI/main.py. Then you will be required to enter your username and password.
- For admin, enter username: admin and password: password123
- For user, enter username: user and password: password456
The test has been implemented in order to check the private/public ip route of the client side.
User will be able to run the tests by
python -m unittest tests.py
inside the project's CLI directory