oNjvA dZddlZddlZddlZddlmZejjde ee jddl Z ddlZej dz Ze j$dz ZdZgdZdZd Zd Zd Zd j5gd ZdddgddddgdddddddgddddiddidgddddgddZd j5gdZddddddddiddidddgddidgdZd j5dd gZd j5gd!Z d"Z!d j5gd#Z"d$Z#d7d%Z$d&Z%d'Z&d(Z'd)Z(d*Z)e*d+k(rejVZ,e,j[d,d-gd./e,j]Z/ejad0d01e/jbd2vre%e/jbd3vre&e/jbd4vre'e/jbd5vre(e/jbd6vre)yyy)8u:s29 — TOP 체인 v2 (사용자 "그대로 다시, 최종 수정된 것 기반, 맵 완성까지", 2026-07-09. 커밋 금지). s20 ⓪ TOP 체인 재실행 — 이번엔 프롬프트가 최종 자산 기반: s27 상세 스펙(공간 단서 그래프 저작 15항목) + SCALE & MASSING(3층·8-10m· 다단 철제 계단=제작자 정정) + ID-free 범례(nb2 라벨 습성 대응, x_nb2_r2 검증). 체인: [1]photos nb2 3롤(참조 0) → [2]judge GPT/Gemini VLM 0-10 합산 선택 (동점=Gemini 순위 우선 — 물리 결함 감지 우세 판정 지식) → [3]fix 양쪽 VLM 결함 질문·코드 취합(중복 판단 없음)→nb2 i2i 수정(결함 0=생략) → [4]map 수정본 기반 탑다운 맵 작도 — 경찰서 FP 스타일(s27 STYLE_MAP) + 마커(P–W, s27 detail items) + 수직 재투영 계약(s20 FPFLAT_VERTICAL_NOTE_V2 판정 지식) — 사진→수직 재투영은 gpt 전담(판정 지식). 사용: backend/.venv/bin/python s29_top_v2.py [--only photos|judge|fix|map|html|all] 산출: out/forest_map/top2/*.png + plans/top2_place_v1.json + top2.html N)Pathtop2z top2.html top2_place_v1))Aztop2_photo_nb2_a.png)Bztop2_photo_nb2_b.png)Cztop2_photo_nb2_c.pngztop2_photo_fixed_nb2.pngztop2_map_gpt.pngc>djd|ddDS)N c38K|]}d|dd|dyw)z- name_en — placement_enN.0its N/Users/manta/Documents/Projects/TheRoad-I1/scratchpad/forest_exp/s29_top_v2.py z!_idfree_legend..(s/86"Y-b.@-AB6sdetailitems)join)specs r_idfree_legendr&s) 998#H~g68 88c|d}djddddd|dzd t|zd d d d ddddtjtjgS)u.x_nb2_r2 검증본과 동일 구성 (ID-free).r zstorey shows a few modest windows of the regional multi-familyz@type; surrounding blocks are a dense low-rise Korean town, fullyz'real (windows, roofs, wires, pavement).)rrS27 NO_ANNOTATION REAL_FACTSrds r _photo_promptr#,ss XA ;;FJJE"Q'<%==J   CKKEJHJ1  # rr )z=You are given ONE image-generation prompt and THREE candidatez=images, labelled A, B, C in the order attached, all generatedzfrom that exact prompt.z@Pick the ONE candidate that most faithfully realises the prompt.z=Judge ONLY fidelity to the prompt: its stated structure (whatz?contains or carries what, counts, connections, placements), thez?camera it asks for, materials and state, and its exclusions (noz;people, no readable text). Ignore generic aesthetic appeal.z>Check every candidate against the prompt point by point beforez5deciding; base every verdict only on what is visible.z=Also give every candidate an integer score 0-10 for that samez fidelity.z@Output: winner, ranking best-to-worst, and per candidate a scorezAplus a one-line Korean verdict citing the decisive prompt points.objectFstring)rrr)typeenumarray)r&rr&integer)labelscore verdict_ko)r&additionalProperties propertiesrequired)winnerrankingverdicts)zexactly that finding while changing nothing else). Empty arrayzif nothing is wrong.issues)issue_kofix_enr4r5z?Edit this photograph. Fix ONLY the issues listed below, each inz0place, changing nothing else about the property:)uBPRESERVE EVERYTHING ELSE EXACTLY as in the original photograph —z>buildings, roof objects, yard, surroundings, lighting, camera,z.framing. No people, no readable text anywhere.u^PHOTOGRAPH TO EDIT — fix ONLY the issues the prompt lists; preserve everything else exactly.) zAOUTPUT MEDIUM: a flat 2D architectural SITE-PLAN DRAWING on plainuAdrawing paper — NOT a photograph, NOT a rendering of the scene.z?The attached photograph is ONLY a source of layout information;u<do NOT reproduce or imitate its camera angle or its look —z;RE-PROJECT everything to a TRUE ORTHOGRAPHIC PLAN seen fromz1DIRECTLY ABOVE (90 degrees, straight-down nadir).z@Absolutely NO 3D of any kind: no perspective, no foreshortening,z@no axonometric or oblique tilt, no facades, no wall surfaces, nou@volume sides, no cast shadows, no photographic texture — everyz>element appears ONLY as its pure plan geometry (roof outlines,z=ground shapes, openings marked in wall lines) in uniform flatz"fills and clean drafting linework.c|d}djddddddtd d d d jd |dDzddj|dztjtjg S)Nrrz9Draw ONE detailed top-down architectural SITE PLAN of theu9filming property shown in the attached photograph — thez9property inside its boundary wall (building, rooftop deckz;contents, external stair, yard, gate, approach) plus a thinz:strip of the immediate surroundings as simple flat contextzblocks.zsmall white circle with a thin black ring containing the code,z5exactly on its element as located in the photograph: r c3DK|]}d|dd|dd|dyw)- (code) r r rNrrs rrz_map_prompt..s9*("V*R9 eB~,?"@@   rc\ tj|S#t$r ||cYSicYSwxYwN)F load_plan Exception)namedefaults r load_plan_orrGs56{{4  6!-w5256s +++c Ttjtj}t |}tj t |ttdtD]7\}}tjd|j|gdt|z 9tdty)N)photo_prompt_en candidatess29_top2_photo_1:1 aspect_ratioout_pathu[photos] nb2 3롤 완료 →) rBrCrSPECr# save_planPLANdict CANDIDATESimg_nb2lowerOUTTprint)rplabfns r stage_photosr\s~ ;;sxx DdAKK!%)*%578R OCIIK=11b$tby : ($/rc tjt}dd|dzdg}tD]d\}}t|z }|j s Jd||j dd|dd|j tj|fidD]J\}}tj|t|t| |<td |d |d d |dLtDcic]\}tfddD} }}t| j} | jD cgc] \}} | | k(s |} }} ddt!| fd} |j#| | t%t| dtj&t|td| d| ycc}}wcc} }w)Ntextz..s# K!5A7s9JQwZ!5s  r2N)next)rmjudgerZs rrzstage_judge..s-(&A Kq*!5 KK&s$'rarcrcc2|vrj|SdS)Nc)index)rZgem_ranks rzstage_judge..s%Xo*2)<*.+-*.r)key)rltotalsselected selected_filezjudge: totals=z selected=)rBrCrRrTrWexistsappend png_data_urlllm JUDGE_SYSTEM JUDGE_SCHEMArXsummaxvaluesrminupdaterSrQ)planpartsr*r[frftagrZ_rtbestttiedrurqrls ` @@r stage_judgers ;;t D(*./@*ABD EE r 2Ixxz:6qc::z f 5'.CDE Q^^A&'  E@ suuS,|#(*e  ugZe X(>'?%,y124 5 @7AB6@FC3(&(((6@ B v}} D$lln :nFCT CnD :\"9-H4./HKK%6x"&z"28"<>?KKd N6(*XJ 78B ;s1 F? GGc xtjt}t|dz }|j s Jd|dd|dzddddtj |g}i}dD]J\}}tj |t|t| ||<td |d t||d L||d <dDcgc]\}}||d D] }d|d|d}}}}|s3|d|d<d|d<tjt|tdydjtddj|ztg} | |d<t|d<tjt|tj d| t"|fgdttz tdttz ycc}}}w)Nrvu선택본 없음: r^z5THE PROMPT (the photograph was generated from this): rIr_zPhotograph to examine:))ras29_top2_critique_gpt)rcs29_top2_critique_geminirez critique[z ]: issues=r3critique))razGPT VLM)rcz Gemini VLMr8r:r5 fixed_fileT fix_skippedufix: 결함 0 — 수정 생략rzISSUES TO FIX: r fix_prompts29_top2_photo_fixedrLrMu[fix] 수정본 완료 →)rBrCrRrWrwryrzCRITIQUE_SYSTEMCRITIQUE_SCHEMArXlenrQrFIX_HEAD PRESERVE_TAILFIXEDrU FIX_LABEL) rsrcrrrfrtitlei fix_linesrYs r stage_fixrs ;;t D o& &C ::<3-cU33<#%)*;%<=?&> ? ^^C  "E HC s%%_e /u> % 3xx/H+I*JKL C  D&D5&D\UE"5/(3QugR( }-4.&D5 !/2\"] D$ /0 X1DIIi4HH"$ %ADDKKdII$a9c*:); 4%<9 &u 5#5s"F5ctjtj}tjt}t |dz }|j s Jd|t|}||d<t|d<tjt|tjd||tjgdt tz tdt tz y) Nru수정본 없음: map_promptmap_files29_top2_map_gpt 1024x1024)refssizerOu[map] 완료 →) rBrCrrPrRrWrwr?MAP_OUTrQimg_gptSTYLE_FPrX)rrrrYs r stage_maprs ;;sxx D ;;t D l# #C ::<3-cU33<DADDKKdII !3 *=9 dWn-rcx tjtj}t t  d d1 fd j di} j di}d}dD]5}||vr||dD]#}|d|d |d d |d d  |d d z }%7d} j dxsijD]0\}}|dD]#}|d|d  |dd  |dd z }%2d j ddd |ddj fdtDd|d j ddd j drdndd|d j d r- j d d j dsd!nd"d#ndd$ j d%d&d' j d(r j d(dd)d#nd*d+ j d,d&d-} tj| d./td0ty)2Nc>tjt|SrA)_htmlescapestr)rs resczstage_html..esc,s||CF##rc 8d|}d|d|d|d|d S)Nzout/forest_map/top2/z
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r)r[capwidthrelrs rfigzstage_html..fig/sD$RD)'wl3%@ E""3xj(>@ Arrlrtrmr2zz r*r+r,z rr3r4r5uN s29 TOP 체인 v2 — 실사 3롤→VLM 판정→수정→맵

s29 — TOP 체인 v2 (2026-07-09)

프롬프트 기반=최종 자산: s27 상세 스펙+SCALE & MASSING(3층·철제 계단 정정)+ID-free. 체인=nb2 3롤 → GPT/Gemini VLM 0-10 합산 선택(동점=Gemini 우선) → 결함 취합 nb2 i2i 수정 → 경찰서 FP 스타일 탑다운 맵(gpt 재투영).

① 후보 3롤 (nb2, 참조 0) — 선택=ru?u (합산 z)

c3nK|],\}}|d|jd|k(rdndz.yw)u후보 ruu ★선택rN)get)rrZr[rrs rrzstage_html..WsB $"WS" R73%DHHZ4HC4OLUWX Y"s25uQ uN
VLM후보score한줄 판정
실전송 프롬프트(3롤 공통) 
rIu;

② 결함 취합 → nb2 i2i 수정 ru(결함 0 — 생략)z?

z
VLMissuefix_en
ru수정본(fixed)u선택본 그대로(결함 0),u5
수정 프롬프트
ru(없음)u

③ 맵 형태 완성 — 수정 실사 → 경찰서 FP 스타일 탑다운 (gpt 재투영, 마커 P–W)

ru최종 맵 (top2_map_gpt)u

(미생성)

u2
맵 프롬프트
rz
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