j/UdZddlZddlmZmZmZmZejeZ dZ dddiddiddidgdd d Z ee efe d <d d dddddddddddZee ee e ffe d<ddddZdZdddd Zee e fe d!<d"Zd#Zd$eee efd%e fd&Zd$ee efd%e fd'Zd(e d$eee efd%e fd)Zd*e d%e fd+ZGd,d-Zy).uT2I 프롬프트 안전 정책 수정 모듈 — 거절된 프롬프트를 LLM 클라이언트로 수정. prompt_loader 통합 (problems.md #14): 기존 hard-coded ``v1`` 디렉토리 직접 read 제거 → ``prompt_loader.load_prompt`` 경유하여 DB prompt_template 우선 + numeric- aware version 정렬 + version pack drift detection (#6) + local jsonschema validation (#13) 의 통합 정책을 적용 받는다. N)AnyDictListOptionalprompt_sanitizerobjecttypestring)sanitized_promptchangesstrategyF)r propertiesrequiredadditionalPropertiesSANITIZE_SCHEMAu영화 프리비즈u+촬영 전 컨셉아트 형태로 재구성u$This is a pre-visualization concept art for a film production. Storyboard-quality still frame for the director's shot planning. Cinematic composition, dramatic lighting, professional film production context. NO gore, NO explicit violence, NO blood — focus on dramatic tension and emotion. )name descriptionprefixu영화 포스터u8감정과 분위기 중심의 키 비주얼로 재구성uA cinematic movie poster key visual for a feature film. Focus on the emotional core — characters' faces, dramatic poses, atmospheric lighting. Professional film marketing quality. Show mood and tension, not violence. u직후 정적 장면u5액션 직후의 정적인 순간으로 시점 변경uThe moment AFTER the action — a quiet, contemplative still frame. Characters process what just happened. Focus on facial expressions, body posture, environmental details. Cinematic, thoughtful, no active violence. ) film_previs movie_poster aftermath STRATEGIESrrr)SEMANTIC OVERRIDE:zEDo not rewrite as alive, unharmed, asleep, or emotionally recovering.zKDo not rewrite as conscious, reacting, emotionally processing, or standing.zCDo not rewrite as unharmed, recovered, active, or standing/walking.)dead unconsciousseverely_injured_STATE_GUIDANCEaSEMANTIC OVERRIDE: Preserve the fixed pose and body position for affected subjects. Do not introduce a new gesture, standing pose, walking pose, active reaction, or changed limb position. This override takes priority over the sanitizer strategy prefix. Affected entities: {entity_list}.zSEMANTIC OVERRIDE: This is a REFERENCE image that defines one character's identity. Exactly ONE figure is in frame: {subject}, alone, against a plain neutral background. This override takes priority over the sanitizer strategy prefix. constraintsreturncn|sydd|jddg}|jdrL|jdt|djD]\}}|jd|d |d D])}|j|s|jd |d +d j |S)uUuser.md {semantic_constraints_block} slot 렌더. constraints=None → 빈 문자열.uWSEMANTIC CONSTRAINTS (이 섹션이 전략 프리픽스와 충돌 시 우선합니다):z- semantic_mode: semantic_modeunknown source_statesu"- 보존 대상 entity 와 상태:z - z: ) preserve_posepreserve_subject_stateforbid_state_polarity_rewriteforbid_unharmed_rewriteforbid_active_reactionsingle_subject_only- z: True )getappendsorteditemsjoin)r!linessidstatekeys R/Users/manta/Documents/Projects/TheRoad-I1/backend/app/modules/prompt_sanitizer.py"_render_semantic_constraints_blockr:es a KOOOYGHI E' 9: _!=!C!C!EFJC LL4uBug. /G  ??3  LL2cU&) * 99U c |jdxsi}gd}t|D]7}||}tj|d}|jd|d|d|9dj |S)Nr')rzEPreserve each affected subject's immobilized state and fixed posture.z@This override takes priority over the sanitizer strategy prefix.r$zPer-entity state contracts:z5Preserve the structured source state; do not rewrite.r.z (z): r/)r0r2r r1r4)r!r'r5r6r7guidances r9_build_immobilized_blockr>szOOO4:M Em$c""&&u.ef r#bs8*56% 99U r;promptc|r|jds|S|jd}|dk(r t|}n|dk(r?dj|jdxsgxsd}tj |}n|d k(r|jd xsd }t j | }t |jd xsijD]+\}}tj|}|s|d|d|d|z }-n|S|jt} | dk\r|d| j} | dz|zS|jdz|zS)u final sanitized_prompt 끝에 deterministic SEMANTIC OVERRIDE block append. 중복 append 차단: scene_image_pipeline 의 moderation retry 루프 (line 261) 는 ``current_prompt = sanitize_result.get("sanitized_prompt", ...)`` 로 갱신 하므로, 다음 retry 의 sanitize() 입력 prompt 에 이미 override block 이 포함 돼 있다. exact literal marker 기반 검색 (의미 판단 아님) 으로 기존 block tail 을 잘라낸 후 새 block append — retry 마다 1 block 만 유지. override_strategy_prefixr% immobilized pose_locked, entity_idsz(none)) entity_listreference_identitysubjectzthe character described above)rHr'r/z stays in the z state. rNz ) r0r>r4_POSE_LOCKED_BLOCKformat_REFERENCE_IDENTITY_BLOCKr2r3r find_SEMANTIC_OVERRIDE_MARKERrstrip) r?r!modeblockrFrH_sid_stateguideidxheads r9_apply_semantic_overriderVs[ koo.HI ??? +D }(5  ii  = CDP "))k)B % %//),O0O)000A#17R>>@BLD&#''/E2dV>&%II B  ++/ 0C axds|""$f}u$$ ==?V #e ++r;filenamecXddlm}|jdr|ddn|}|t|S)u``prompts/_base/prompt_sanitizer`` 모듈에서 stem 로드 (problems.md #14). DB prompt_template 우선 → 파일 fallback (numeric-aware version 정렬). 기존 ``filename`` 인자 (e.g. ``"sanitize_system.md"``) 호환 위해 ``.md`` 확장자 자동 제거. Raises: FileNotFoundError: 모듈/stem 미존재. RuntimeError: ``PROMPT_VERSION_PACK_STRICT=true`` 환경에서 stem 이 latest version pack 에 없는 경우 (#6 strict mode). caller 가 처리. r) load_promptz.mdN)app.modules.prompt_loaderrYendswith_MODULE)rWrYstems r9 _load_promptr_s.6$--e48CR=(D w %%r;cxeZdZdZd deeeefddfdZ d dedede ed e d eeeefdeeeff d Z y)PromptSanitizeruILLM 클라이언트로 T2I 거절된 프롬프트를 수정하는 모듈.Nproject_configr"c||_y)N)_project_config)self llm_clientrbs r9__init__zPromptSanitizer.__init__s -r;original_prompt block_reasonblock_categoriesattemptsemantic_constraintsc \ddlm}tj|d}t|}t d} t dj |||rdj|nd||d|d |d t| } |d | | t|jd } | jdd} | j|d jdds|d | z} t| |} | | d<|| d<tjd|||r|xsijdnd| jdddd| S)uSanitize a blocked T2I prompt. Args: original_prompt: The original prompt that was blocked. block_reason: Reason for the block (e.g. SAFETY, HARM). block_categories: List of safety categories that triggered the block. attempt: Sanitization attempt number (1=film_previs, 2=movie_poster, 3=aftermath). semantic_constraints: Optional dict from semantic_contract_router. When provided, renders a SEMANTIC CONSTRAINTS section into the sanitize LLM's user prompt (Layer 1) and appends a SEMANTIC OVERRIDE block to the final sanitized_prompt (Layer 2). None → existing behavior unchanged. Returns: Dict with keys: sanitized_prompt, changes, strategy r)call_structuredrzsanitize_system.mdzsanitize_user.mdrDzN/Arrr)rhrirjrk strategy_namestrategy_descriptionstrategy_prefixsemantic_constraints_blockprompt_sanitize)step system_prompt user_promptresponse_schemarb schema_namer r$N(r zGPrompt sanitized: attempt=%d, strategy=%s, semantic_mode=%s, changes=%sr%noner d)app.modules.llm.llm_clientrnATTEMPT_TO_STRATEGYr0rr_rJr4r:rrd startswithstriprVloggerinfo) rerhrirjrkrlrn strategy_keyr rurvresult sanitizeds r9sanitizezPromptSanitizer.sanitizes^. ?*..w D l+$%9: "#56==+%  !"'#+//)  JJ126 ##HX$6$<$<$>s$CD *Y6I-Y8LM %.!"*z U  AU ! 'R , ,_ =[a JJy" %ds +   r;)NN)rN) __name__ __module__ __qualname____doc__rrstrrrgrintrr;r9rarasS.c3h8P.\`.9= EEEs) E  E 'tCH~6 E c3hEr;ra)rloggingtypingrrrr getLoggerrrr]rr__annotations__rr}rMr rIrKr:r>rVr_rarr;r9rs,,   8 $  #X.H%X& <! #c3h &D e #Q \ 'N b )) Dd38n$ %@1`e]#c3h($GHT#s(^4LQT: $sCx. S  ",S",xS#X7O",TW",J&3&3&$LLr;