<?php

namespace app\service\Embedding;

use app\service\LLM\LLMRequestException;
use app\service\LLM\LLMRetryQueue;
use Throwable;

class ChunkEmbeddingHandler
{
    private BigModelEmbeddingClient $client;
    private ChunkEmbeddingRepository $chunks;
    private LLMRetryQueue $retryQueue;

    public function __construct(
        ?BigModelEmbeddingClient $client = null,
        ?ChunkEmbeddingRepository $chunks = null,
        ?LLMRetryQueue $retryQueue = null
    ) {
        $this->client = $client ?? new BigModelEmbeddingClient();
        $this->chunks = $chunks ?? new ChunkEmbeddingRepository();
        $this->retryQueue = $retryQueue ?? new LLMRetryQueue();
    }

    public function handle(array $task): int
    {
        if (($task['target_type'] ?? null) !== 'archive') {
            return 0;
        }

        $archiveUid = trim((string) ($task['target_uid'] ?? ''));
        if ($archiveUid === '') {
            return 0;
        }

        $batchSize = (int) config('LLMapi.embedding.batch_size', 32);
        $chunks = $this->chunks->findQueuedChunks($archiveUid, $batchSize);
        if ($chunks === []) {
            return 0;
        }

        $chunkUids = array_column($chunks, 'chunk_uid');
        if (!$this->client->isConfigured()) {
            $this->chunks->markFailed($chunkUids, 'BigModel embedding API is not configured.', false);
            return count($chunkUids);
        }

        $this->chunks->markProcessing($chunkUids);

        try {
            $payload = $this->retryQueue->run(
                fn (): array => $this->client->embed(array_column($chunks, 'text'), [
                    'model' => config('LLMapi.embedding.model', 'embedding-3'),
                    'dimensions' => config('LLMapi.embedding.dimensions', 2048),
                ]),
                config('LLMapi.embedding.retry', [])
            );

            $this->persistEmbeddings($chunks, $payload);
            return count($chunkUids);
        } catch (Throwable $exception) {
            $this->chunks->markFailed($chunkUids, $exception->getMessage(), $this->isRetryable($exception));
            throw $exception;
        }
    }

    private function persistEmbeddings(array $chunks, array $payload): void
    {
        $model = (string) ($payload['model'] ?? config('LLMapi.embedding.model', 'embedding-3'));
        $usage = is_array($payload['usage'] ?? null) ? $payload['usage'] : [];
        $results = [];

        foreach ($payload['data'] ?? [] as $item) {
            if (!is_array($item) || !isset($item['index'], $item['embedding']) || !is_array($item['embedding'])) {
                continue;
            }
            $results[(int) $item['index']] = $item['embedding'];
        }

        foreach ($chunks as $index => $chunk) {
            if (!isset($results[$index])) {
                $this->chunks->markFailed([$chunk['chunk_uid']], 'Embedding response missing index ' . $index, true);
                continue;
            }

            $embedding = $results[$index];
            $this->chunks->markEmbedded($chunk['chunk_uid'], [
                'provider' => 'bigmodel',
                'model' => $model,
                'dimensions' => count($embedding),
                'embedding' => $embedding,
                'usage' => $usage,
                'embedded_at' => date(DATE_ATOM),
            ], $model);
        }
    }

    private function isRetryable(Throwable $exception): bool
    {
        if (!$exception instanceof LLMRequestException) {
            return true;
        }

        $statusCode = $exception->statusCode();
        if ($statusCode === null) {
            return true;
        }

        return $statusCode === 429 || $statusCode >= 500;
    }
}