PyPI 官网下载 | fluffypancakes-0.0.18.tar.gz

# Fluffy Pancakes Fluffy Pancakes is a library designed to detect phishing websites. It uses Machine Learning to predict the output with an accuracy of 95.2%. *Note: Please bear with us for a few seconds to get the output since the library is computationally intensive. We felt bad for making you wait, so we have included a progress bar that you can enable to see the percentage of progress and also see the time taken for execution. Also note that the library heavily depends on a stable internet connection to function its best and to obtain the results. So, the quicker your internet connection is, the faster your results will be :).* # Usage - #### Install the module ```sh $ pip install fluffypancakes ``` - #### Import ```py $ import fluffypancakes ``` - #### Call the function and Pass the URL ```py $ result = fluffypancakes.serve('<website URL>', progressBar=True) $ print(result) ``` - #### Defaults The default value of the progressBar is 'True'. However, the option can be enabled or disabled with *boolean* 'True' or 'False' respectively. # Output > -1 : Legitimate Website > 1 : Phishing Website The output is predicted with an accuracy of 95.2%. It is not a definitive classification. # Dependencies Python dependencies: - beautifulsoup4>=4.9.0 - numpy>=1.17.2 - pandas>=1.0.4 - python-whois>=0.7.2 - requests>=2.23.0 - scikit-learn>=0.21.3 - selenium>=3.141.0 - sklearn>=0.0 - tqdm>=4.46.0 - urllib3>=1.25.8 Installing this module will install all the dependencies automatically. Additional dependencies: - Chrome Driver : You'll need a chromedriver in order to complete execution of the code. You can get the file from [here](https://chromedriver.chromium.org/). Unzip and add the "chromedriver.exe" (Windows) or "chromedriver" (Linux and MacOS) file to the PYTHONPATH environment variable. Well, that's a lot of work right? We know! So, we have included the current stable version of the chromedriver in the [dependencies](https://github.com/suhasrsharma/FluffyPancakes/tree/master/dependencies) folder of the repo. The code automatically detects the OS (Windows, Linux Based and MacOS) and picks up the respective chromedriver file. **You're all set to go.** Although, if, by any chance, you face an issue, just add to PYTHONPATH, the directory structure to where you downloaded this repository. # Development Want to contribute? Great! FluffyPancakes uses http requests, bs4, selenium, and of course, Machine Learning, and a lot more libraries. You can find the GitHub repository [here](https://github.com/suhasrsharma/FluffyPancakes). Make sure you use the following command to get the exact versions of pytest and check-manifest: ```sh $ pip install -e .[dev] ``` You can find the sample test case [here](https://github.com/suhasrsharma/FluffyPancakes/blob/master/src/sample_test.py). # Development Status ##### Development Status :: 4 - Beta ##### Operating System :: OS Independent # License ### MIT --- In collaboration with the [ISFCR Lab](https://research.pes.edu/isfcr/) at [PES University](https://www.pes.edu/), Bangalore, India.