spamfilter 3.0.0

Create spam filtering and mitigation pipelines with ease using fully-customizable, object oriented components.

spamfilter

spamfilter is a lightweight, fast and straightforward Python library that helps you to build your own spam filtering pipelines in order to keep your applications featuring user-generated content clean.

It's object-oriented and makes a quick, concise approach to remove spam easy. spamfilter is highly configurable and ships with deep integrations for third-party APIs, 🤗 Transformers AI/ML text classifiers and language models via OpenAI.

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Important links

• Website and documentation
• Report a security vulnerability
• Create a new issue
• How to contribute

Installation

You can install spamfilter by cloning the GitHub repository, downloading it from the GitHub page or using pip - which is the recommended approach:

pip install spamfilter

Please see the installation guide for more information and methods on how to install spamfilter and its dependencies, especially if you plan to use API or machine learning functionality as this requires additional dependencies.

Usage

The most basic primer into the spamfilter library is defining a pipeline using several filters stacked on top of each other.

from spamfilter.filters import Length, SpecialChars
from spamfilter.pipelines import Pipeline

# create a new pipeline
m = Pipeline([
    # length of 10 to 200 chars, crop if needed
    Length(min_=10, max_=200, mode="crop"),
    # limit use of special characters
    SpecialChars(mode="normal")
])

# test a string against it
TEST_STRING = "This is a test string."
print(m.check(TEST_STRING).passed)

Output:

True

License

This project is published under the MIT License.

Contributing

Feel free to contribute to the project using the GitHub repository. Additions to the spam filters, pipelines and documentation are always welcome!

Learn more here if you're interested in helping out!