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pixelfed/app/Services/AutospamService.php
2023-05-17 04:00:03 -06:00

78 lines
1.7 KiB
PHP

<?php
namespace App\Services;
use Illuminate\Support\Facades\Cache;
use Illuminate\Support\Facades\Storage;
use App\Util\Lexer\Classifier;
class AutospamService
{
const CHCKD_CACHE_KEY = 'pf:services:autospam:nlp:checked';
const MODEL_CACHE_KEY = 'pf:services:autospam:nlp:model-cache';
const MODEL_FILE_PATH = 'nlp/active-training-data.json';
const MODEL_SPAM_PATH = 'nlp/spam.json';
const MODEL_HAM_PATH = 'nlp/ham.json';
public static function check($text)
{
if(!$text || strlen($text) == 0) {
false;
}
if(!self::active()) {
return null;
}
$model = self::getCachedModel();
$classifier = new Classifier;
$classifier->import($model['documents'], $model['words']);
return $classifier->most($text) === 'spam';
}
public static function eligible()
{
return Cache::remember(self::CHCKD_CACHE_KEY, 86400, function() {
if(!config_cache('pixelfed.bouncer.enabled') || !config('autospam.enabled')) {
return false;
}
if(!Storage::exists(self::MODEL_SPAM_PATH)) {
return false;
}
if(!Storage::exists(self::MODEL_HAM_PATH)) {
return false;
}
if(!Storage::exists(self::MODEL_FILE_PATH)) {
return false;
} else {
if(Storage::size(self::MODEL_FILE_PATH) < 1000) {
return false;
}
}
return true;
});
}
public static function active()
{
return config_cache('autospam.nlp.enabled') && self::eligible();
}
public static function getCachedModel()
{
if(!self::active()) {
return null;
}
return Cache::remember(self::MODEL_CACHE_KEY, 86400, function() {
$res = Storage::get(self::MODEL_FILE_PATH);
if(!$res || empty($res)) {
return null;
}
return json_decode($res, true);
});
}
}