Cloudflare's Workers AI FLUX.1 schnell content filter sometimes rejects peptide-comic prompts as NSFW (HTTP 400, errors[].code === 3030). On 2026-04-20 this produced a silent publish-without-featured-image for post #650 ("Semaglutide vs Tirzepatide") — the LLM-rewritten scene tripped the filter and we had no recovery path. New behaviour: on a 3030 response, the Cloudflare provider throws a typed PRAutoBlogger_Image_NSFW_Blocked exception. The batch wrapper catches it and tags the per-slot result with `error_type: nsfw_blocked`. Image_Pipeline hands the results to a new PRAutoBlogger_Image_NSFW_Retry helper, which reruns the blocked slot once with a sanitized fallback prompt (title + style suffix, no LLM rewrite). On success the retry result replaces the error entry; on a second block, a WARNING is logged and the pipeline publishes without that image — same terminal behaviour we had before, just explicit. Files: - New providers/class-image-nsfw-blocked.php — typed exception. - providers/class-cloudflare-image-support.php — is_nsfw_error() + throw_if_nsfw() helpers. - providers/class-cloudflare-image-provider.php — calls throw_if_nsfw inside the 4xx branch; batch catches the typed exception and marks the result with error_type. - core/class-image-prompt-builder.php — new public build_fallback_prompt shim so the retry layer can reach the rule-based fallback without going through the LLM path. - New core/class-image-nsfw-retry.php — single-shot retry helper. - core/class-image-pipeline.php — invokes the retry between batch completion and per-slot processing. - admin/class-settings-fields-extended.php — new toggle `prautoblogger_image_nsfw_retry` (default on) in the Images section. Tests: - CloudflareImageProviderTest — 3030 response throws NSFW exception; batch tags the per-slot result with `error_type: nsfw_blocked`. - ImagePipelineTest — retry succeeds when provider returns a good result on the second call; retry is skipped when the setting is off. Cost impact: worst-case an extra Cloudflare call per NSFW-blocked slot (~$0.000834). Current incidence ~2% of generations; ~+$0.00002 per generation amortized. Immaterial. Uninstall: new option covered by the existing prautoblogger_% LIKE sweep in uninstall.php. Part of the v0.8.0 image bundle (issues from thread image-mime-bug). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
140 lines
5.1 KiB
PHP
140 lines
5.1 KiB
PHP
<?php
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declare(strict_types=1);
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/**
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* Single-shot retry of NSFW-blocked image slots with a sanitized prompt.
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*
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* When an image provider (currently only Cloudflare Workers AI) rejects a
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* prompt via its content filter, its batch result carries
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* `['error_type' => 'nsfw_blocked']`. This helper reruns just the blocked
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* slot once with the rule-based fallback prompt (article title + style
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* suffix, no LLM rewrite) and merges the new result back into the batch.
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*
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* Intentionally single-retry: if the fallback is also blocked, we log a
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* WARNING and leave the `['error' => ...]` entry in place so the pipeline
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* proceeds to publish without a featured image (current behaviour for any
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* unrecoverable image failure).
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*
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* Gated behind the `prautoblogger_image_nsfw_retry` setting (default on).
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*
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* Triggered by: PRAutoBlogger_Image_Pipeline::generate_and_attach_images.
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* Dependencies: PRAutoBlogger_Image_Provider_Interface (retry HTTP call),
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* PRAutoBlogger_Image_Prompt_Builder (fallback prompt),
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* PRAutoBlogger_Logger (warning + info lines).
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*
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* @see core/class-image-pipeline.php — Sole caller.
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* @see core/class-image-prompt-builder.php — Supplies the fallback prompt.
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* @see providers/class-image-nsfw-blocked.php — Typed exception raised by providers.
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*/
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class PRAutoBlogger_Image_NSFW_Retry {
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/**
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* Option key for the admin toggle.
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*/
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private const SETTING_KEY = 'prautoblogger_image_nsfw_retry';
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/** @var PRAutoBlogger_Image_Provider_Interface */
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private PRAutoBlogger_Image_Provider_Interface $provider;
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/** @var PRAutoBlogger_Image_Prompt_Builder */
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private PRAutoBlogger_Image_Prompt_Builder $prompt_builder;
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/**
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* @param PRAutoBlogger_Image_Provider_Interface $provider Provider to retry against.
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* @param PRAutoBlogger_Image_Prompt_Builder $prompt_builder Fallback prompt source.
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*/
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public function __construct(
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PRAutoBlogger_Image_Provider_Interface $provider,
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PRAutoBlogger_Image_Prompt_Builder $prompt_builder
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) {
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$this->provider = $provider;
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$this->prompt_builder = $prompt_builder;
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}
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/**
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* Whether the admin setting currently allows NSFW retries.
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*
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* Defaults to on. Kept as a static so callers can short-circuit before
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* constructing a retry object when nothing needs retrying anyway.
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*
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* @return bool
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*/
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public static function is_enabled(): bool {
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return '1' === (string) get_option( self::SETTING_KEY, '1' );
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}
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/**
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* Replace every NSFW-blocked slot in $batch_results with a fresh result
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* from a sanitized fallback prompt.
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*
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* Mutates $batch_results and $captions in place. Also updates the
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* per-slot entry in $captions so the caller writes the fallback
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* caption under the post if the retry succeeds.
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*
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* Side effects: up to one HTTP call per blocked slot; Logger lines
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* for every retry attempt (info on success, warning on second block).
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*
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* @param int $post_id Target post ID (for logs).
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* @param array $batch_requests Original per-slot request map.
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* @param array<string, array|null> $batch_results Provider result map (mutated).
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* @param array<string, string> $captions Caption map (mutated).
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* @param array<string, mixed> $article_data Article data (for title).
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* @param array<string, mixed>|null $source_data Source data (for title on image_b).
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* @return void
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*/
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public function retry_blocked_slots(
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int $post_id,
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array $batch_requests,
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array &$batch_results,
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array &$captions,
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array $article_data,
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?array $source_data
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): void {
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foreach ( $batch_results as $key => $entry ) {
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if ( ! is_array( $entry ) || 'nsfw_blocked' !== ( $entry['error_type'] ?? '' ) ) {
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continue;
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}
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$title = 'image_b' === $key
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? (string) ( $source_data['title'] ?? '' )
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: (string) ( $article_data['post_title'] ?? $article_data['suggested_title'] ?? '' );
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$fallback = $this->prompt_builder->build_fallback_prompt( $title );
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PRAutoBlogger_Logger::instance()->info(
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sprintf( 'NSFW retry for post %d slot "%s" with sanitized fallback prompt.', $post_id, $key ),
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'image_pipeline'
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);
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$retry_request = [
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'prompt' => $fallback['prompt'],
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'width' => (int) ( $batch_requests[ $key ]['width'] ?? 0 ),
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'height' => (int) ( $batch_requests[ $key ]['height'] ?? 0 ),
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'options' => $batch_requests[ $key ]['options'] ?? [],
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];
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$retry_results = $this->provider->generate_image_batch( [ $key => $retry_request ] );
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$retry_entry = $retry_results[ $key ] ?? [ 'error' => 'Retry provider returned no result.' ];
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if ( isset( $retry_entry['error'] ) ) {
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PRAutoBlogger_Logger::instance()->warning(
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sprintf(
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'NSFW retry for post %d slot "%s" also failed: %s',
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$post_id,
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$key,
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(string) $retry_entry['error']
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),
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'image_pipeline'
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);
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// Leave the original ['error' => ...] entry so the pipeline
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// publishes without this image, matching current behaviour
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// for any unrecoverable image failure.
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continue;
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}
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$batch_results[ $key ] = $retry_entry;
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$captions[ $key ] = $fallback['caption'];
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}
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}
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}
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