j9<,dZddlmZddlZddlZddlZddlmZmZddlm Z ddl m Z m Z m Z mZddlmZddlmZdd lmZdd lmZdd lmZdd lmZdd lmZmZmZm Z ddl!m"Z"m#Z#ddl$m%Z&ddl'm(Z(ddl)m*Z*ejVe,Z-GddZ.y)uReferenceCompositeService — 합성(face+outlook) 이미지 생성 (W5 F24 Phase 3). ReferenceImageService facade에서 generate_composite_image + regenerate_composites_for_entity를 literal lift. facade는 얇은 delegate만 유지. ) annotationsN)datetimetimezone)Path)AnyDictListOptional)Session)settings)AppError)to_relative_image_path)t)ActivityLogger)CharacterOutlook EntityCanonEntityEpisodeLink ImageAsset)GeminiImageClientModerationError) key_count)annotate_generated_asset) image_to_dictcreZdZdZ ddZ ddZ d d dZ d d dZy) ReferenceCompositeServiceu?합성 이미지 생성 + 엔티티 기준 재생성 서비스.c<||_||_||_||_yN)_db _project_id _actor_id_logger)selfdb project_idactor_idactivity_loggers ^/Users/manta/Documents/Projects/TheRoad-I1/backend/app/services/reference_composite_service.py__init__z"ReferenceCompositeService.__init__$s!%!& c|r|Sddlm}|jj|jj |j |jk(|j|k(jDchc]}|d }}t|dk(r|jS|r tjd|t|ycc}w)u이 합성을 **어느 화 아래에** 적을 것인가. ★★★임의로 고르지 않는다 (Codex BLOCK 2026-09-04). 앞 판은 `EntityEpisodeLink.canon_id == character_id` 의 **첫 행**을 집었다 — 프로젝트 필터도 정렬도 없었다. 공유 인물 `C01` 이 1·2화에 다 있으면 **2화 옷의 합성이 1화 폴더·DB·trace 에 기록된다.** 화 삭제·감사·자산 계보가 통째로 어긋난다. 규칙: 부른 쪽이 화를 주면 → 그 화 안 주고 링크가 **딱 하나**면 → 그 화 (종전 동작과 같다) 0개거나 여럿이면 → `"shared"` — **안 고른다** r)ru합성 저장 화를 못 정했다 — 인물 %s 가 %d개 화에 걸려 있는데 부른 쪽이 화를 안 줬다. `shared` 아래에 적는다 (임의로 고르면 계보가 어긋난다)shared)app.models.projectrrquery episode_idfilterr$rcanon_idalllenpoploggerwarning)r" character_idr/rrepss r'_storage_episodez*ReferenceCompositeService._storage_episode0s  8((..):)E)EFMM!,,0@0@@!**l:ce QAaD  s8q=779   NN?@LcRUh X s4 CNc tjs$tdk(rtdt dd|j j tjtj|k(tj|jk(j}|j j tjtj|k(tj|jk(j}|r|stdt dd|jdk(rtd|jd d|j j tjtj |k(tj"d k(tj$d k(tj&j)d j}|r#t+|j,j/std ddddlm}|jxsd||jv} |j j tjtj |k(tj"d k(tj$d k(j} t5| xr#t+| j,j/} | s| stdddt+|j,j7} |j9||}t+tj:|jz dz |z d z } ddlm}m }tCtjD}|jG|j|d| rdnd}||xsd}| rdnd| fg}| sA|jId|jt+| j,j7f |||jd|jd|jd |j||| ||jJxsd|j|d|d!" }d&|d'|d'|j}dd(l(m)}|j jU|d)|jd*|d'|d+d,ttWtYjZ|jd ||t]|d-d.|d/|jd0|j|j_d1tjDd2|j_d3r'tajb|j_d3id45nd%|j_d3r!|j_d3ij_d6nd%d tejfthjjjm7 }|j jo|tq|d8d8|| rd%n| r| nd%fDcgc]}| |jc}9|j jstu|S#tL$r }td#d$|jNdd%}~wwxYwcc}w):u합성 이미지 1장 생성 (얼굴 + 아웃룩 → 전신). ★``episode_id`` — **어느 화의 배정인가.** 안 주면 위 규칙으로 정하되 임의로 고르지 않는다. rzimage.gemini_key_missingi)codemessage status_codezentity.not_foundiO00zimage.null_outlookuT은 Null Outlook(O00) — 합성 불필요 (캐릭터 참조이미지 직접 사용) referencer+z [composite:%zimage.face_missinguT얼굴 참조 이미지가 없습니다. 인물 이미지를 먼저 생성하세요.)body_identity_short_idszimage.outfit_missinguZ아웃룩 참조 이미지가 없습니다. 아웃룩 이미지를 먼저 생성하세요.images)generate_and_validate_reference_load_ref_image_prompt)modelcomposite_single)r$r/operation_typecomposite_derive compositezyFull body shot, standing pose, plain neutral background. Dress the character in the outfit shown in the reference images.u3Reference image 1 — the character's COMPLETE BODYzReference face imagezOutfit piece: z ()z wearing )r$r/rH entity_id) gemini_client entity_nameentity_description entity_type t2i_prompt output_dirextra_referencesoutlook_description trace_metazimage.generation_blockedzImage generation blocked: Nz composite::)textzjUPDATE image_asset SET is_primary = 0 WHERE project_id = :pid AND prompt_used LIKE :key AND is_primary = 1z [composite:%)pidkey file_path[z] +generation_model generated validationF) ensure_asciiscore) idr$ asset_typerLr/r[ prompt_usedr^status review_notesvalidation_score is_primary created_atreference_composite) pipeline_rolestageinput_image_ids);r gemini_api_keygemini_key_countr rrr.rr0rcr$rfirstshort_idnamerrLrdrirelikerr[existsapp.core.body_identityrAbool read_bytesr: projects_dir'app.modules.pipeline.ref_image_pipelinerDrErgemini_image_model set_contextappend descriptionr block_reason sqlalchemyrWexecutestruuiduuid4rgetjsondumpsrnowrutc isoformataddrcommitr)r"r7 outlook_idipr/char_ent outlook_ent face_assetrA_derive outfit_asset _outfit_ok face_bytes reference_dirrDrErM_ctypecomposite_prompt labeled_refs pipe_resultexc composite_keysql_textassetas r'generate_composite_imagez2ReferenceCompositeService.generate_composite_imageSs0&&+;+=+B :AF`Daors s88>>+.55knn 6TVaVlVlptqAqAWABHHJhhnn[188:9UWbWmWmqurBrBXBCIIK { 2A>PN>N=O#P"+(!-&1%<%<%B#'"2"2",&8!- !K8%\N!JBB7Krv||HLL1;;=   U /' #D*,$$]$  U##_ F :F`adaqaq`rDsBEF F FP$s-A!X/-Y/ Y8YYc|jjtjtj|k(tj |j k(j}|sgSg}|jdk(r|jjtjtj|k(tj |j k(j}|D]}|jjtjtj|jk(j}|r|jdk(rl |j||j||j}|j!||S|jdk(r|jdk(r|S|jjtjtj|k(tj |j k(j}|D]=} |j|j|||j}|j!|?|S#t"$r-} t$j'd||j| Yd} ~ d} ~ wwxYw#t"$r,} t$j'd|j|| Yd} ~ d} ~ wwxYw)un엔티티(인물 또는 아웃룩)의 이미지가 변경될 때, 관련 합성 이미지를 모두 재생성. characterr?)rr/z$Composite regen failed for %s+%s: %sNoutlook)rr.rr0rcr$rrqrPrr7r2rrrrr/r} Exceptionr5r6) r"rLrentityresultscomboscoo_entresultrs r' regenerate_composites_for_entityz:ReferenceCompositeService.regenerate_composites_for_entitysh  ,33KNNi4OQ\QgQgkok{k{Q{|CCEI )+    ,XX^^$45<< --:>R]];Z[aacU^^u4j"::!2==R#%==;2FNN6*:  9 ,%'XX^^$45<< ++y8:J:U:UY]YiYi:ice l!::r#%==;2FNN6* %!jNN#I9VXVcVcehiij!lNN#I2??\egjkkls0:I#%:J# J,"JJ K%"K  K) r# OrmSessionr$rr%rr&rreturnNone)r7rr/ Optional[str]rr)NN) r7rrrrrr/rrzDict[str, Any]r)rLrrrrzList[Dict[str, Any]])__name__ __module__ __qualname____doc__r(r:rrr)r'rr!sI '  ' ' ' ( '  '!%2!7:!N!$( i$i$i$  i$ " i$  i$\!00 0  0r)r)/r __future__rrloggingrrrpathlibrtypingrrr r sqlalchemy.ormr rapp.core.configr app.core.errorsr app.core.file_pathsrapp.i18n.loaderrapp.logging.activity_loggerrr-rrrr#app.modules.llm.gemini_image_clientrrapp.modules.llm.gemini_key_poolrrp#app.services.image_capture.annotater"app.services.image_service_helpersr getLoggerrr5rrr)r'rsf#  ',,0$$66[[RIH<   8 $MMr)