Files
MtoRagSystem/src/Knowledge/Ingest/SimpleChunker.php
2026-03-02 21:27:20 +01:00

209 lines
5.3 KiB
PHP

<?php
// src/Knowledge/Ingest/SimpleChunker.php
declare(strict_types=1);
namespace App\Knowledge\Ingest;
use App\Index\IndexConfigurationProvider;
use App\Knowledge\Text\TextNormalizer;
final readonly class SimpleChunker
{
public function __construct(
private IndexConfigurationProvider $configurationProvider,
private TextNormalizer $textNormalizer
) {}
/** @return string[] */
public function chunk(string $text): array
{
$config = $this->configurationProvider->getConfiguration();
$maxWords = max(1, $config->getChunkSize());
$overlapWords = max(0, $config->getChunkOverlap());
$text = $this->textNormalizer->normalize($text);
if ($text === '') {
return [];
}
// Absatzbasierte Vorstruktur
$paragraphs = preg_split('/\n{2,}/u', $text);
if (!$paragraphs) {
return [];
}
$chunks = [];
$currentChunk = '';
$currentWordCount = 0;
foreach ($paragraphs as $paragraph) {
$paragraph = trim($paragraph);
if ($paragraph === '') {
continue;
}
$paragraphWordCount = $this->countWords($paragraph);
// Absatz größer als maxWords → Wort-Fallback
if ($paragraphWordCount > $maxWords) {
if ($currentChunk !== '') {
$chunks[] = trim($currentChunk);
$currentChunk = '';
$currentWordCount = 0;
}
foreach ($this->chunkByWords($paragraph, $maxWords, $overlapWords) as $subChunk) {
$chunks[] = $subChunk;
}
continue;
}
// Absatz passt in aktuellen Chunk
if ($currentWordCount + $paragraphWordCount <= $maxWords) {
$currentChunk .= ($currentChunk === '' ? '' : "\n\n") . $paragraph;
$currentWordCount += $paragraphWordCount;
continue;
}
// Flush
if ($currentChunk !== '') {
$chunks[] = trim($currentChunk);
}
$currentChunk = $paragraph;
$currentWordCount = $paragraphWordCount;
}
if ($currentChunk !== '') {
$chunks[] = trim($currentChunk);
}
return $this->dedupe($chunks);
}
// ======================================================
// Wortbasierter Fallback
// ======================================================
/** @return string[] */
private function chunkByWords(string $text, int $maxWords, int $overlapWords): array
{
$tokens = preg_split(
'/(\s+)/u',
$text,
-1,
PREG_SPLIT_DELIM_CAPTURE | PREG_SPLIT_NO_EMPTY
);
if (!$tokens) {
return [];
}
$wordTokenIndexes = [];
foreach ($tokens as $i => $token) {
if (!preg_match('/^\s+$/u', $token)) {
$wordTokenIndexes[] = $i;
}
}
$totalWords = count($wordTokenIndexes);
if ($totalWords === 0) {
return [];
}
$chunks = [];
$wordPos = 0;
while ($wordPos < $totalWords) {
$wordEnd = min($wordPos + $maxWords, $totalWords);
$tokenStart = $wordTokenIndexes[$wordPos];
$tokenEnd = $wordTokenIndexes[$wordEnd - 1] + 1;
$tokenEnd = $this->adjustCutToBoundary($tokens, $tokenStart, $tokenEnd);
$chunk = trim(implode('', array_slice(
$tokens,
$tokenStart,
$tokenEnd - $tokenStart
)));
if ($chunk !== '') {
$chunks[] = $chunk;
}
if ($wordEnd >= $totalWords) {
break;
}
$wordPos = max(0, $wordEnd - $overlapWords);
}
return $chunks;
}
private function adjustCutToBoundary(array $tokens, int $start, int $end): int
{
// Schutz für Listenanfänge
$startToken = $tokens[$start] ?? '';
if (preg_match('/^\s*-\s+/u', $startToken)) {
return $end;
}
// Rückwärts prüfen auf Absatz- oder Satzende
for ($i = $end - 1; $i > $start; $i--) {
if ($tokens[$i] === "\n\n") {
return $i + 1;
}
if (
preg_match('/[.!?]\s*$/u', $tokens[$i]) &&
isset($tokens[$i + 1]) &&
str_contains($tokens[$i + 1], "\n")
) {
return $i + 1;
}
}
return $end;
}
private function countWords(string $text): int
{
$parts = preg_split('/\s+/u', trim($text));
return $parts ? count($parts) : 0;
}
/** @param string[] $chunks @return string[] */
private function dedupe(array $chunks): array
{
$seen = [];
$out = [];
foreach ($chunks as $chunk) {
$normalized = preg_replace('/\s+/u', ' ', trim($chunk));
if ($normalized === null) {
continue;
}
$key = mb_strtolower($normalized);
if (isset($seen[$key])) {
continue;
}
$seen[$key] = true;
$out[] = $chunk;
}
return $out;
}
}