activityspam-filter

ActivitySpam Filter

Extraction and modernization of the filters in activityspam + a minimal databank reimplementation

Usage

Simple

import { SpamFilter, SimpleDatabankRedis } from 'activityspam-filter';

// Configured like ioredis, so by default it will connect to localhost:6379
const redisDb = new SimpleDatabankRedis();
const filter = new SpamFilter(redisDb);

await filter.train('spam', foo);
await filter.train('ham', bar);
const { isSpam } = await filter.test(abc);

SpamFilter(db, [tokenizerOptions])

• db – a SimpleDatabank compatible class such as the supplied SimpleDatabankRedis

SpamFilter API

train(category, data) => Promise<SpamFilterTrainingResult>

• category – should be either spam or ham depending on what kind of content to train it with
• data – should be an object or an array of the data that should be tokenized and trained on

Returns an object with properties:

• cat – the supplied category
• object – a stringified representation of the data that's been supplied
• date – the ISO date this training data was created
• elapsed – the amount of milliseconds the training took

test(data) => Promise<SpamFilterDecision>

• data – should be an object or an array of the data that should be tokenized and tested

Returns an object with properties:

• probability – a number
• isSpam – a boolean
• bestKeys – a list of the best tokens
• elapsed – the amount of milliseconds the check took

SimpleDatabankRedis(ioRedisConfig)

Configured like ioredis and provides a SimpleDatabank compatible implementation of that.

Types

• SimpleDatabank – the structure of a databank style implementation

See also

• activityspam
• databank
• ioredis