From: Daniel Karbach <daniel.karbach@localhorst.tv>
Date: Thu, 9 May 2024 17:19:45 +0000 (+0200)
Subject: token classification test
X-Git-Url: https://git.localhorst.tv/?a=commitdiff_plain;ds=sidebyside;h=710b9c7447f9776ce8f8e0a4ca281c17ac141a7a;p=alttp.git

token classification test
---

diff --git a/app/Console/Commands/ChatlibDatabase.php b/app/Console/Commands/ChatlibDatabase.php
index 280d4a0..b701ad1 100644
--- a/app/Console/Commands/ChatlibDatabase.php
+++ b/app/Console/Commands/ChatlibDatabase.php
@@ -28,6 +28,8 @@ class ChatlibDatabase extends Command {
 	 * @return int
 	 */
 	public function handle() {
+		$count = 0;
+
 		$de = new ChatLib();
 		$en = new ChatLib();
 
@@ -37,7 +39,7 @@ class ChatlibDatabase extends Command {
 			->where('created_at', '<', now()->sub(7, 'day'))
 			->whereNotIn('classification', ['gg', 'gl', 'number', 'o7'])
 			->whereRaw('LENGTH(`text_content`) > 12')
-			->chunk(5000, function ($msgs) use ($de, $en) {
+			->chunk(5000, function ($msgs) use (&$count, $de, $en) {
 				foreach ($msgs as $msg) {
 					if ($msg->detected_language === 'de') {
 						$de->addMessage($msg);
@@ -47,7 +49,9 @@ class ChatlibDatabase extends Command {
 						$de->addMessage($msg);
 						$en->addMessage($msg);
 					}
+					++$count;
 				}
+				$this->line($count);
 			});
 
 		$de->compile();
diff --git a/app/Models/ChatLib.php b/app/Models/ChatLib.php
index 3f1530b..ea16a2b 100644
--- a/app/Models/ChatLib.php
+++ b/app/Models/ChatLib.php
@@ -154,7 +154,7 @@ class ChatLib {
 
 	private function tokenize($str) {
 		return array_values(array_filter(preg_split('/\b/u', $str), function($token) {
-			if (empty($token)) return false;
+			if ($token === '') return false;
 			if (preg_match('/cheer\d+/u', strtolower($token))) return false;
 			return true;
 		}));
@@ -163,12 +163,26 @@ class ChatLib {
 	private function generalize($tokens) {
 		$str = '';
 		foreach ($tokens as $token) {
-			$replaced = preg_replace('/\d+/', '0', $token);
-			$replaced = preg_replace('/\s+/', ' ', $token);
-			$replaced = preg_replace('/(.)\1{2,}/', '$1', $token);
+			$replaced = preg_replace('/\d+/u', '0', $token);
+			$replaced = preg_replace('/\s+/u', ' ', $token);
+			$replaced = preg_replace('/(.)\1{2,}/u', '$1$1', $token);
 			$replaced = strtolower($replaced);
+			foreach ($this->aliases as $canonical => $variants) {
+				if (in_array($replaced, $variants)) {
+					$replaced = $canonical;
+					break;
+				}
+				if ($replaced === $canonical) {
+					break;
+				}
+			}
 			$str .= $replaced;
 		}
+		foreach ($this->categories as $category => $patterns) {
+			foreach ($patterns as $pattern) {
+				$str = preg_replace('/\b'.$pattern.'\b/u', '%'.strtoupper($category).'%', $str);
+			}
+		}
 		return $str;
 	}
 
@@ -180,4 +194,274 @@ class ChatLib {
 	private $size = 7;
 	private $transitions = [];
 
+	private $aliases = [
+		'chest' => ['kiste'],
+		'einen' => ['n', 'nen'],
+		'musik' => ['mukke'],
+		'schade' => ['schad'],
+	];
+
+	private $categories = [
+		'fail' => [
+			'failfish',
+			'holysm0notlikethis',
+			'notlikethis',
+			'tetobridge0',
+			'vinter0clown',
+		],
+
+		'hype' => [
+			'dergoaparty',
+			'dinodance',
+			'elemen0party',
+			'muftaahype',
+			'luckwuhype',
+			'olliwahype',
+			'osora0umbrihype',
+			'partyhat',
+			'peepocheer',
+			'rei0hype',
+			'sakayahype',
+			'tetotroete',
+			'ticknaboargeil0',
+			'ticknahype0',
+		],
+
+		'kappa' => [
+			'kappa(claus|hd)?',
+		],
+
+		'jam' => [
+			'(cat|dog|rat)jam',
+			'kanash0jam',
+			'rei0jamers',
+			'samusdance',
+		],
+
+		'lol' => [
+			':d',
+			'boothi0lul',
+			'kekw',
+			'lol',
+			'lul',
+			'rei0lul',
+			'samusgrin',
+			'ticknaauslachen',
+			'xd',
+		],
+
+		'love' => [
+			'<3',
+			'duden0love',
+			'exec0love',
+			'krawal0heart',
+			'lodanzhug',
+			'luckwulove',
+			'luvsign',
+			'muftaal',
+			'osora0love',
+			'peepoexcitedhug',
+			'spirit0love',
+			'svenkalove',
+			'ticknaherz',
+		],
+
+		'name' => [
+			'baba',
+			'baka',
+			'bobe?r',
+			'brog(i|or)',
+			'cfate',
+			'danny',
+			'danzi+',
+			'daruck',
+			'dennsen',
+			'dimez',
+			'divi',
+			'dud(en|i+)',
+			'ele',
+			'eri(ror)?',
+			'(name)?faker',
+			'fetti+',
+			'gamma(chuu)?',
+			'goat(buster|ie?|y)?',
+			'hitsu(yan)?',
+			'holy',
+			'jem',
+			'kala(marino)?',
+			'kromb',
+			'koval',
+			'kum(i|o|p)',
+			'lanux',
+			'len(esha|chen)',
+			'leya+',
+			'magno',
+			'malmo',
+			'markam',
+			'micha',
+			'mimsy',
+			'muf(fy|taay)',
+			'murd(elizer|i+)',
+			'nami',
+			'nula',
+			'onio',
+			'paulinche',
+			'phaaze',
+			'ralen',
+			'ramond',
+			'ray(vis)?',
+			'schulzer',
+			'skunk(ner)?',
+			'skipsy',
+			'soli+',
+			'sven(ka+)?',
+			'tantalus',
+			'teto',
+			'thalanee?',
+			'tick(i+|naldo|y+)',
+			'tofu',
+			'tr[i0]x+',
+			'vin(nie?|ny|ter)',
+			'xall',
+			'yasi',
+		],
+
+		'pog' => [
+			'bumble0Pog',
+			'komodohype',
+			'pog',
+			'pogchamp',
+			'poggers',
+			'satono0pog',
+		],
+
+		'run' => [
+			'dennsenboots',
+			'lodanzrun',
+			'ticknaldosprint',
+			'vinter0run',
+		],
+
+		'wave' => [
+			'dennsenhi',
+			'dergoawave',
+			'heyguys',
+			'holysm0heyguys',
+			'muftaahey',
+			'rei0wave',
+			'sayuri0wave',
+			'shindi0wave',
+			'svenkawave',
+			'wuschlwave',
+		],
+
+		'zelda_boss' => [
+			'aga(hnim)?',
+			'armos( knights)?',
+			'arrghus',
+			'blind',
+			'ganon(dorf)?',
+			'helma',
+			'kholdstare',
+			'lanmo(las)?',
+			'moldorm',
+			'mothula',
+			'mott[ei]',
+			'trinexx',
+			'vit(reous|ty)',
+		],
+
+		'zelda_dungeon' => [
+			'eastern',
+			'desert( palace)?',
+			'gt',
+			'hera',
+			'ice ?(palace)?',
+			'(misery )?mire',
+			'pod',
+			'skull ?woods',
+			'swamp',
+			'thieve\'?s\'? ?town',
+			'tr',
+			'tt',
+		],
+
+		'zelda_item' => [
+			'(big|small|retro|generic) ?keys?',
+			'b[oö]gen',
+			'bombos',
+			'boots',
+			'bottle',
+			'bows?',
+			'bugnet',
+			'byrna',
+			'cape',
+			'ether',
+			'flasche',
+			'flippers',
+			'fl[uö]te',
+			'frod',
+			'(gloves?|mitts|handschuhe?)',
+			'(half|quarter) ?magic',
+			'hammer',
+			'hookshot',
+			'(ice|fire) ?rod',
+			'lampe?',
+			'laser ?bridge',
+			'mearl',
+			'mirror',
+			'moon ?pearl',
+			'mushroom',
+			'ocarina',
+			'pilz',
+			'powder',
+			'puder',
+			'quake',
+			'(red|blue) ?cane',
+			'(red|green|blue) ?(goo|potion)',
+			'(red|green|blue|baby) ?mail',
+			'(red|blue|bu|boo|good|bad|both)merang',
+			'schaufel',
+			'(gro(ss|ß)er? |kleiner? )?schlüssel',
+			'schwert',
+			'shovel',
+			'silvers',
+			'somaria',
+			'spiegel',
+			'sword',
+		],
+
+		'zelda_location' => [
+			'big chest',
+			'bumper( cave)?( ledge)?',
+			'(hyrule)? ?castle ?(tower)?',
+			'catfish',
+			'cave 0?',
+			'chest ?game',
+			'cutscene ?chest',
+			'damm',
+			'desert( ledge)?',
+			'dig(ging)? ?game',
+			'((back|front) of )?escape',
+			'gyl',
+			'hobo',
+			'hook ?(shot) cave',
+			'lava ?chest',
+			'(light|dark) ?world',
+			'lss',
+			'magic bat',
+			'(dark )?(death )?mountain',
+			'ped(estal)?',
+			'pyramid( fairy)?( ledge)?',
+			'red bomb',
+			'sahasrahla',
+			'sasha',
+			'sick kid',
+			'stumpy',
+			'tile ?room',
+			'torch',
+			'zora( ledge)?',
+		],
+	];
+
 }