goclean

go-clean

go-clean is a flexible, stand-alone, lightweight library for detecting and censoring profanities in Go.

Installation

go get -u github.com/martinhrvn/go-clean

Usage

By default

package main

import (
    goclean "github.com/martinhrvn/go-clean"
)

func main() {
    goclean.IsProfane("fuck this shit")
    // returns true  
    goclean.List("fuck this shit")         
    // returns "DetectedConcern{Word: "fuck", MatchedWord: "fuck", StartIndex: 0, EndIndex: 3}"
    goclean.Redact("fuck this shit")
    // returns "**** this shit"
}

Calling goclean.IsProfane(s), goclean.ExtractProfanity(s) or goclean.Redact(s) will use the default profanity detector, that is configured in the config.json file.

If you'd like to disable leet speak, numerical character or special character sanitization, you have to create a ProfanityDetector instead:

profanityDetector := goclean.NewProfanitySanitizer(goclean.Config{
    // will not sanitize leet speak (a$$, b1tch, etc.)
    DetectLeetSpeak: false,
    // will not detect obfuscated words (f_u_c_k, etc.)
    DetectObfuscated: false,
    // replacement character for redacted words
    ReplacementCharacter: '*', 
    // Lenght for obfuscated characters (e.g. if set to "1" f_u_c_k will be detected but f___u___c___k won't)
    ObfuscationLength: 1,
	
    Profanities: []goclean.WordMatcher{
        { Word: "fuck", Regex: "f[u]+ck" }
    }
})

Configuration

Base configuration

• DetectLeetSpeak: sanitize leet speak (a$$, b1tch, etc.)
  • default: true
• DetectObfuscated: detect obfuscated words (f_u_c_k, etc.)
  • default: true
• ObfuscationLength: length for obfuscated characters (e.g. if set to "1" f_u_c_k will be detected but f___u___c___k won't)
  • default: 3
• ReplacementCharacter: replacement character for redacted words
  • default: *

WordMatchers

used for profanities and false negatives configuration

• Regex:
  • if found it will be used to match word instead of Word
• Word:
  • word to detect,
  • if DetectObfuscated: true it will also match words with ObfuscationLength characters in between letters
• Level:
  • optional profanity level that will be returned from List method

False positive

These are words that contain words that are profanities but are not profane themselves. For example word bass contains ass but is not profane.

False negatives

These are words that may be incorrectly filtered as false positives and words that should always be treated as profane, regardless of false postives. These are matched before false positives are removed.

For example: dumbass is false negative, as bass is false positive so to be matched it needs to be added to false negatives.

Methods

List

Returns list of DetectedConcerns for profanities found in the given string. This contains:

• Word: base word found (in case only regex is provided empty string will be returned, e.g. for fuuuck it will be fuck)
• MatchedWord: actual word found in string (e.g. for fuuuck it will be fuuuck)
• StartIndex: start index of word in string
• EndIndex: end index of word in string
• Level: profanity level (if provided, else it will be 0)

If the configuration is:

WordMatcher {
    Word: "fuck"
    Regex: "f[u]+ck"
    Level: 1
}

and the input string is fuuuck, it will return:

DetectedEntity {
    Word: "fuck"
    MatchedWord: "fuuuck"
    StartIndex: 0
    EndIndex: 6
}

Redact

It will return string with profanities replaced with ReplacementCharacter for each character of detected profanities.

The input string "shit hit the fan" will be returned as "**** hit the fan".

IsProfane

Returns true if the given string contains profanities.

The input string "shit hit the fan" returns true.