o WTj2E@sdZddlZddlmZmZmZmZmZmZm Z ddl m Z ddl m Z ddlmZddlmZddlmZmZmZmZdd lmZdd lmZdd lmZmZmZdd lm Z m!Z!m"Z"m#Z#m$Z$m%Z%m&Z&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0dd l1m2Z2ddl3m4Z4ddl5m6Z6eddgdZ7dede!fddZ8e7j9de"dededededeeeeeefde dej:dBde;de;d e d!e4d"e2fd#d$Ze7j9d+e)deeeefd,e(d e d!e4fd-d.Z?e7j9d/e.deefd,e-d!e4fd0d1Z@e7j9d2e,dedd3d4eeeefd5ej:d6edBd e d!e4fd7d8ZAe7jBd9e'dedd:d4edd;d4eddd4ed?d?d@edAd?dBdCeeeef dej:dBdDeCdBdEeCdBdFeCdBdGeCdBdHeDdIeDd e dJe6fdKdLZEe7jBdMe&deefd5ej:d e fdNdOZFe7jGdPe$deefd,e#d e fdQdRZHe7jGdMe+deefd5ej:d,e*d e fdSdTZIe7jJdMe%deefd5ej:d e fdUdVZKdS)Wz4Garment analysis, management, and listing endpoints.N) APIRouterDependsFileForm HTTPExceptionQuery UploadFile)select) AsyncSession) joinedload)GLOBAL_USER_ID)get_dbget_face_serviceget_garment_serviceget_wardrobe_service)Garment)User) GarmentBrief ImageModelPageMeta) FaceStatusGarmentAnalysisItemGarmentAnalyzeResponseGarmentBulkUpdateRequestGarmentBulkUpdateResponseGarmentDeleteResponse GarmentDetailGarmentListResponseGarmentSaveRequestGarmentSaveResponseGarmentUpdateRequestGarmentUpdateResponseGhostGenerateResponseGhostPreviewRequestGhostPreviewResponseStyleAnalyzeResponseStyleAnalyzeTempResponse) FaceService)GarmentService)WardrobeServicez/api/v1/garmentsgarments)prefixtagsgreturnc CsL|jr d|jnd}|jrd|jnd}t|j|j|j|j|j||dS)N /storage/id category_main category_sub descriptionr,source_image_urlghost_image_url)source_image_pathghost_image_pathrr1r2r3r4r,)r- source_url ghost_urlr;3/home/ubuntu/htdocs/ootd-api/app/routers/garment.py_garment_to_analysis_item)sr=z/analyze)response_model.FTimageuser_id use_face_id auto_savedb garment_svcface_svcc s|IdH}t}d} tj} |dur4|}tj} |tttj|kIdH} | } | r1| j nd} n-|raz| ||IdH} | durP| d}| d} tj } ntj } Wn ty`tj} Ynw|rz ||||IdH}Wnty}z tdd|dd}~wwt|| | dd d |Dd Sz |||IdH\}}Wnty}z tdd|dd}~ww|rd |ndfd d |D}t|| | d||dS)uAnalyze garment from image. Args: auto_save: If True (default), save garments to DB immediately. If False, return analysis results only — use POST /save to persist later. Priority: - user_id provided → use it directly (face_status=skipped) - use_face_id=true → attempt face identification - neither → global user (face_status=skipped) Nunknownr@ user_nameu분석 실패:  status_codedetailTcSg|]}t|qSr;r=.0r-r;r;r< yz#analyze_garment..)r@rG face_statussavedr*r/c s*g|]}td|j|j|j|jddqS)Nr0)rr2r3r4r,)rOitemr9r;r<rPs F)r@rGrRrSr7r*)readr rnot_usedexecuter rwherer1scalar_one_or_nonenameidentifyknownrF ValueError not_detectedanalyze_and_save Exceptionrr analyze_only)r?r@rArBrCrDrE image_bytesresolved_user_idrGrR user_resultuserresultr*eitems source_pathanalysis_itemsr;rUr<analyze_garment<sn        rlz/style-analyzec b|IdH}z ||IdH}Wnty'}z tdd|dd}~wwtdi|S)zAnalyze overall outfit style from image. Returns scores (1-5) for color palette, silhouette, and detail, plus an overall score, comment, and style tags. NrH스타일 분석 실패: rIr;)rV analyze_stylerarr% model_dumpr?rDrcrgrhr;r;r< style_analyzes rrz/style-analyze-tempc rm)zwContext-aware outfit style analysis (time/occasion/weather). Returns 5 contextual sections instead of scores. NrHrnrIr;)rVanalyze_style_temprarr&rprqr;r;r<style_analyze_temps rtz/savebodyc sddlmfdd|jD}dd|jD}z||||j|j|IdH}Wnty>}z tdd|d d}~ww|jpCt}t |d d|Dd S) zSave analyzed garments to DB. Use after POST /analyze with auto_save=false. Client can selectively choose which garments to persist. rGarmentAnalysiscs$g|]}|j|j|j|jdqS)r2r3r4r,rxrNrvr;r<rPsz!save_garments..cSsg|]}|jqSr;)r8rNr;r;r<rPsNrHu저장 실패: rIcSrLr;rMrNr;r;r<rPrQ)r@r*) app.services.llm.baserwr* save_garmentsr7r@rarr r)rurCrDri ghost_pathsr*rhrdr;rvr<rzs&    rzz/ghost-previewc sddlm}||j|j|j|jd}z||j||j|j r"|j j ndIdH}Wn;t y=}zt dt |dd}~wtyP}zt dt |dd}~wtyd}z t dd |dd}~wwd |}t||d S) zGenerate ghost mannequin preview without saving to DB. Use after POST /analyze with auto_save=false, before POST /save. Returns ghost image URL and path (pass path to /save). rrvrxNrIrHu마네킹 프리뷰 실패: r/)r6r8)ryrwr2r3r4r,generate_ghost_previewr7r@ image_modelvaluer^rstr RuntimeErrorrar$)rurDrwrT ghost_pathrhr:r;r;r< ghost_previews6   rz/{garment_id}/ghostuV이미지 생성 모델 (gpt-image-2 / gpt-image-1.5). 미지정 시 서버 기본값.)r4 garment_idrc sz||||r |jndIdH}Wn;ty&}ztdt|dd}~wty9}ztdt|dd}~wtyM}z tdd|dd}~ww|jrWd|jnd}t|j |d S) z>Generate ghost mannequin image for a garment (slow operation).Nr|rIr}rHu마네킹 생성 실패: r/)r1r6) generate_ghostrr^rrrrar8r"r1)rrrCrDgarmentrhr:r;r;r<r!s" rru 유저 필터 (없으면 전체)u*대분류 필터 (top, bottom, outer, ...)u&소분류 필터 (t-shirt, jeans, ...)u5스타일 필터 (casual, formal, sporty, streetwear)u!색상 필터 (black, white, ...))ged)rler2r3stylecolorpagesize wardrobe_svcc sJ|j||||||||dIdH\} } dd| D} t| t||| ddS)u@List garments with optional filters. user_id=null → all users.)r@r2r3rrrrNcSspg|]4}t|j|j|jr|jjnd|j|j|j|j|j |j r$d|j nd|j |j r0d|j nd|j d qS)Nr/) r1r@rGr2r3r4r,r7r5r8r6 created_at) rr1r@rfr[r2r3r4r,r7r8rrNr;r;r<rPZs"z!list_garments..)rrtotal)rimeta) list_garmentsrr) r@r2r3rrrrrCrr*rrir;r;r<rBs$   rz /{garment_id}cs|ttttjtj|kIdH}| }|dur't dddt |j|j |jr3|jj nd|j|j|j|j|j|jrGd|jnd|j|jrSd|jnd|j|jd S)zGet single garment detail.Nr|%아이템을 찾을 수 없습니다.rIr/) r1r@rGr2r3r4r,r7r5r8r6r updated_at)rXr roptionsr rfrYr1uniquerZrrr@r[r2r3r4r,r7r8rr)rrCrgrr;r;r< get_garmentws,  rz/bulkcs|tttj|jkIdH}|}|dur tddd|tttj |j IdH}t | }|D]}|j|_q<|IdHtt||j|jdS)z/Reassign multiple garments to a different user.Nr|,대상 사용자를 찾을 수 없습니다.rI) updated_countr@rG)rXr rrYr1r@rZrrin_ garment_idslistscalarsallcommitrlenr[)rurCre target_userrgr*r-r;r;r<bulk_update_garmentss""   rcs|tttj|kIdH}|}|durtddd|tttj|jkIdH}|}|dur>tddd|j|_| IdHt |j|j|j dS)z8Update garment ownership (reassign to a different user).Nr|rrIr)r1r@rG) rXr rrYr1rZrrr@rr!r[)rrurCrgrrerr;r;r<update_garments   " rcs|tttj|kIdH}|}|durtdddddlm}|j }|j }| |IdH| IdH||||t |dS)zDelete a garment.Nr|rrIr) delete_image)r1)rXr rrYr1rZrapp.utils.imagerr7r8deleterr)rrCrgrrrjrr;r;r<delete_garments    r)L__doc__uuidfastapirrrrrrr sqlalchemyr sqlalchemy.ext.asyncior sqlalchemy.ormr app.configr app.dependenciesr rrrapp.models.garmentrapp.models.userrapp.schemas.commonrrrapp.schemas.garmentrrrrrrrrrrr r!r"r#r$r%r&app.services.face_servicer'app.services.garment_servicer(app.services.wardrobe_servicer)routerr=postUUIDboolrlrrrtrzrrgetrintrrpatchrrrrr;r;r;r<s($      L     b   + )        4 ! !