dNja dZddlZddlZddlZddlZddlZddlmZejjde ee jddlZddlZej$dz Zej(dz ZdZej$dz dz Zej$dz d z Zd j3gd Zd j3gd Zej8Zd ZdZdZdZ d j3gdZ!dZ"d j3dddddddegZ#ddddddd did!dd"ddd#dd did$gd$d%Z$d&Z%d j3d'd(d)d*d+d,d-d.d/d0eg Z&d1Z'd2Z(d j3gd3Z)d j3gd4Z*d5Z+d6Z,d j3gd7Z-dddd8d9gd:ddddd8d9gd:d d;id did<gd<d%d!d=d>d?gd%Z.d@dAgZ/dBZ0dCZ1dDZ2dEZ3dFZ4dGZ5gdHZ6e7dIk(rwejpZ9e9judJdKe6dKgzLe9jwZedKfvse@dOe>'yy)Pu+s30 — 맵 기반 샷 적용 체인 (2026-07-09, 실험 전용·커밋 금지). top2 최종 자산(경찰서 FP 스타일 맵 + VLM 선택·결함 수정 실사)을 구 실험 프로젝트의 옥탑 실외 샷 라인에 적용하는 체인: [1] select — 실외 8샷 라인에서 옥탑방 외부/주변 관련 샷 LLM 선택 [2] concept — 샷별 "배경을 어찌 그리면 좋을지" LLM 구상 [3] ground — 맵 이미지+마커 스펙+구상을 주고 "지도의 어디 주변에서 어찌 찍을지" grounding (마커 인용 카메라 배치) [4] bg — 샷별 새 배경 플레이트 생성: 최초 bg(룩 SOT)+맵(배치 SOT) 참조 + "지도의 어느 지점인지" 명시 프롬프트, i2/nb2 비교 [5] pick — GPT/Gemini VLM 0-10 합산으로 플레이트 선택(동점=Gemini, s29 판정 지식 재사용) [6] compose — 선택 플레이트+캐릭터 passport 로 샷 스틸 합성(nb2) 판정 지식: nb2 프롬프트 ID-free(마커 코드→서술명 치환)·참조 관할 라벨 분리(맵=배치/실사=룩)·발명 경계(무근거 날씨·재질 금지)+철제 계단 정정. 사용: backend/.venv/bin/python s30_shot_apply.py [--only |all] 산출: out/shot_apply/*.png + plans/s30_shot_apply_v1.json + shot_apply.html N)Path shot_applyzshot_apply.htmls30_shot_apply_v1top2ztop2_map_gpt.pngztop2_photo_fixed_nb2.png )uAWORLD FACTS (creator-confirmed / evidence-bound — always true):z?- The main building is an aged three-storey multi-family villa;zB its roof deck sits roughly 8-10 m above the yard, with the smallz3 rooftop-room unit as an extra volume on the deck.zC- The exterior stair is a later-added STEEL retrofit stair climbingzB the full three storeys: open treads, thin steel plate stringers,z; support posts, pipe railings. It is NOT a concrete stair.)zCINVENTION BOUNDARY: state world facts (weather, atmosphere, surfacezCwetness, materials, light-source colour, numeric distances, time ofzAday) ONLY when the shot text or its corrections state them; whereuDthey are silent, stay silent too — do not invent moods or weather.ctjdd}tjd}tjdd}i}|jD]o\}}|j |xsi}i||j d|j dxsg|j |xsij dxsgd||<q|S)uDcollect(실외 8샷 라인) + recon staging + s24 정정 팩 조인.outdoor_shots_collectshotsspatial_repair_v1staging charactersstaging_corrections)r r corrections)F load_plan load_reconitemsget)collectreconrepairr skcrs R/Users/manta/Documents/Projects/TheRoad-I1/scratchpad/forest_exp/s30_shot_apply.py _load_shotsr<skk127;G LLN7 #E [[, -g 6F EA IIbM R7q7QUU9%5#$55#6#<"%+ZZ^%9r$>$>.%0%6357b ! Lc d|d|jdd|jdg}|jdr&|jddj|dz|jd xsi}d D]-}|j|s|j|d ||/|jd r,|jd tj|d dz|jdr,|jdtj|ddz|jdxsg}|r<|jd|D]&}|jd|dd|dd|dd(dj|S)uPLLM 입력용 샷 블록 — 원문 전체 + 정정 override (자르기 금지).[z] scene_heading= scene_headingz description: descriptionr z characters: , r ) framing_scalecamera_direction perspective lighting_mood: key_bg_elementszkey_bg_elements: F ensure_asciiframe_spatial_contractzframe_spatial_contract: ru^STAGING CORRECTIONS (override — each replaces the quoted expression above; corrections win):z- " before_quotez" -> after_enz (field_en)r)rappendjoinjsondumps)rslinesstkcorrrs r _shot_textr9Ks$QUU?%;$< =QUU=12 3 5Euu\ ^dii,&@@A y  RB 66!9 LLA3bA ) vv  (zz"%6"7eLM N vv&' /zz"%=">/466 7 55  %2D  C DA LL3q01q}oa m_A/ 0 99U rcB|d}djd|dDS)Ndetailrc3DK|]}d|dd|dd|dyw)z- (codez) name_en — placement_enN).0its r z%_legend_with_codes..is9+)2f:,bIuR=O.s%Lt!jE!H&=ts s30_selectrSrR)selectselected_shotsz [select] /u 선택: ) rsortedkeysr1rllm SELECT_SYSTEM save_planPLANprintlen)rbschemauserresxpickedr s @r stage_selectrn~s ME %**, D% %)14 @ & 2"((!3 A !  IF &++%Lt%LL LD %% mT6 :C%(\ B\Qy\a m\F BKK?@ Ic&k]!CI;ix @ACs  CCzDYou are the production designer and cinematographer of a live-actionz@film, planning the BACKGROUND PLATE (no people) behind one shot.zDGiven the shot content below, describe how that background should bezDdrawn: what the camera is, what physical elements fill the frame andz)where, and the time-of-day / light state.z=Ground every world fact in the shot text and its corrections;z1corrections always win over the original wording.rKFrMz*how to draw this background, 2-4 sentencesrOr!rLrOrYzBcamera height/angle/direction and framing for the background plateubtime of day and light, ONLY as grounded by the shot text; if silent, say 'unspecified — neutral') bg_concept_enkey_elements_en camera_en time_light_ennotes_korUc nt}tjt}i}|dD]i}dj t dt |||zg}tjd|t|t||<td|d||dddk||d <tjt|y) Nr_rZSHOT: s30_concept_z [concept] r'rrPconcept) rrrrfr1 WORLD_FACTSr9rcCONCEPT_SYSTEMCONCEPT_SCHEMArgre)r planoutrrjs r stage_conceptrs ME ;;t D C#${{KZE"I5N)NOP%%,rd+^T&(B 2$bR!5cr!: ;<= % DOKKdrzAYou are the location scout of a live-action film. Attached is thezDSITE PLAN of the single filming property (with circled markers whosezClegend is given as text), plus one shot and its background concept.zDDecide WHERE on this site plan the shot takes place and how to shootzCit there: pick the zone, cite the marker codes the camera stands atzCor looks toward, and describe the camera position and view strictlyz in terms of the mapped elements.zAEvery spatial claim must be consistent with the site plan and thez@marker legend. If the shot looks outward past the property edge,z>say what lies beyond the frame edge on the plan side it faces.c |ddDcgc]}|d }}|dd}ddd|dd d|dd d dd d ddiddd ddidgddScc}w)Nr;rr=zone_labels_enrKFrMrNrLz4markers the camera stands at / looks toward / frames)rOrr!z6where the camera stands, described via mapped elementsrorOz8what of the mapped property fills the frame, near to far)map_zoneanchor_markerscamera_position_enlook_direction_en in_frame_en rationale_korUrA)rErCcodeszoness r_ground_schemars"&x."9 :"9BRZ"9E : N+ ,E%!)59'.195(I/=>,43D#E#)(!3$,,<=$X. I#  ;s Ac Htjtj}t }tjt }t |}i}|dD]}dddtjtddt|zdddt|||zdddtj|d|d zdg}tjd |t||||<td |d ||dd||d||d<tj t |y)Nr_textz"SITE PLAN of the filming property:rOrzMARKER LEGEND: rvzBACKGROUND CONCEPT: ryFr) s30_ground_z [ground] z: zone=rz markers=rground)rrS27SPECrrfr png_data_urlMAP_PNGrGr9r2r3rc GROUND_SYSTEMrgre)rEr r}rir~rpartss r stage_groundrs, ;;sxx D ME ;;t D D !F C#$%I J NN7 #%7!$'&( )YBb 1J%J K%<zz$y/"-EB&C D  %%+bT*M5&IB "WSWZ%8$9#b'"2346 7%DNKKdr)zALOOK REFERENCE: the attached PHOTOGRAPH shows this same property.uEMatch its look exactly — the building, its materials and aging, thez@roof-deck contents, colours, and the surrounding town. It is thez0single source of truth for how everything LOOKS.)zBSITE PLAN REFERENCE: the attached flat drawing is the site plan ofz@this same property. Use it ONLY as the source of truth for WHEREzCthings are (spatial arrangement, adjacency, routes). NEVER draw theuFplan itself — none of its flat colours, circles, codes or labels mayzappear in the output.c rt||d|}|d|}djfd|dD}djdd|d zd z|d zd z|d zd|dzdz|zd|dzd|dzdzdj|dzdzd|dzdztttt g S)Nrryrc3NK|]}|vrd|dd|dyw)z- r>r'r@NrA)rBrc2is rrDz_bg_prompt..s@2$AS SVI  r#a&"8!9:$s"%rrZzmCreate ONE photorealistic BACKGROUND PLATE for a live-action film still. No people, no animals, an empty set.zCAMERA: rz Looking: r rrz'MAP POINT: this plate is taken in the "rzU" area of the property on the attached site plan, anchored to these mapped elements: zIN FRAME (near to far): rzBACKGROUND INTENT: rpz Key elements: z; rq.zTIME & LIGHT: rsz< Do not add weather, atmosphere or colour moods beyond this.)rIr1rz LOOK_NOTEMAP_NOTE NO_ANNOTATION)rErr}gconanchorsrs @r _bg_promptrs#  C XrA y/" Cii2#$22G ;; 7Q+,,|;   !#& '),[)9 :2Qz]B $ $&- . #Q}%55O 44  "ii,=(>? @BE F3//33 3! rc (tjtj}tjt}|j di}|dD]}t |||}|d|dd|dd||<tjd|d|ttgd t||d z tjd|d |d tfdtfgdt||dz td|d||d<tjt|y)Nbgr_bg_z_i2.pngz_nb2.png)prompti2nb2s30_bg__i2 1536x1024r)refssizeout_path_nb2u]LOOK REFERENCE — real photograph of the same property; sole source of how everything looks.uISITE PLAN — layout source only; never draw this drawing or its markers.16:9r aspect_ratiorz[bg] u: i2+nb2 완료)rrrrrfrrimg_gpt PHOTO_PNGrOUTDimg_nb2rgre)rEr}rrps rstage_bgr5s% ;;sxx D ;;t D $ B#$ tR &bT)Ct82DF2 GB4s#Qi-A"TBrF4L-@ B GB4t$a<=FH/079: &r"ve}0D  F bT)*%DJKKdr) zCYou are given ONE image-generation prompt and TWO candidate images,z@labelled A and B in the order attached, both generated from thatz exact prompt.z@Pick the ONE candidate that most faithfully realises the prompt:zBits camera (height, angle, direction, framing), its stated spatialz@arrangement and anchored elements, materials and state, time andz;light, and its exclusions (no people, no text, no map-stylez+graphics). Ignore generic aesthetic appeal.zAAlso give each candidate an integer score 0-10 for that fidelity.z@Output: winner, and per candidate a score plus a one-line Koreanz*verdict citing the decisive prompt points.ABrNinteger)labelscore verdict_ko)winnerverdictsrr)rr)rrc tjt}i}|dD]}|d|}dd|dzdg}tD]K\}|j dddd|j tj t ||z Mid d |d fd d |d ffD]*\}}tj|t|t||<,tD cic]\} tfddD} }} t| j} | jD cgc] \}} | | k(s |} }} t| dk(r| dnd d| vrd dn| d}tt|}| |||d||d||<t!d|d| d|d|d ||d<tj"t|ycc} }wcc} }w)Nr_rrz7THE PROMPT (both candidates were generated from this): rrz Candidate :gpt s30_pick__gpt gemini-pro_gemini)modelc3RK|]}tfd|dD yw)c38K|]}|dk(r|dyw)rrNrA)rBvlabs rrDz'stage_pick...s)'%9gJ#%7%9srN)next)rBmjudgers rrDzstage_pick..s5,+ 'U1Xj%9' '*s$')rrrr)rtotalsselectedenginefilez[pick] z : totals=z -> (r/pick)rrrfCANDr0rrrc PICK_SYSTEM PICK_SCHEMAsummaxvaluesrrhdictrgre)r}rrbrengrtagr_rbestttiedselrs ` @r stage_pickrrs* ;;t D D#$ JrN &()( 456HC LL&Jse12EF G LLqv 6 7!Yrd$#78(IbT*ABDJE355k5+',.E%LD;?@;?Qs,+,,,;? @6==?#"(,,.>.QAI.>d)q.tAw\"8,4,'1:>q' 4jo"f #s JrN3/1R t9VHDQse1=>5%6DLKKd@ ?s G' G 5G uzSETTING PLATE — the exact background of this still; keep its camera, layout, lighting and every visible element exactly.c|d|}|jdxsi}|jdxsg}dd|jdxsdzg}|r'|jdd j|zd zn|jd |jd r)|jd t|d zdz|dz|jd|jtdj|S)Nrr r uCreate the final live-action film still by staging the moment below inside the attached SETTING PLATE. The plate is the camera and the set — do not change its viewpoint, layout, lighting or any visible element; only add what the moment requires.z MOMENT (authoritative, Korean): r!u8CHARACTERS: only the listed reference people appear — r"zr. Match each reference person's identity exactly (face, hair, build); dress and pose them as the moment describes.z2No people appear unless the moment itself says so.r#z FRAMING: z shot; rz2Photorealistic cinematic still, one single moment.rZ)rr0r1strr)rr4r}rr6charsr5s r_compose_promptrs XrA y  RB EE,  %2E  +aeeM.B.HbI  E  Fii     IJ vvo [3r/':#;;iG,-. / LLEF LL ;;u rc t}tjt}tj}tj d}i}|dD]}||}t |d|dz }t|fg}gg} } |jdxsgD]c} |j| } | r=|j| r,|jd| d|| f| j| S| j| et|||} d|d }| || | |d|d d ||<tjd || |d t |z td|d| d| ||d<tjt|y)Ncharacter_name_to_sidr_rrr uCHARACTER REFERENCE — z*: the exact person to place in the moment.still_.pngr)rr chars_usedchars_missing_passport bg_engine s30_still_rrz [compose] z: chars=z missing=compose)rrrrfquery_passportsrrBG_LABELrr0rrrgre)r r} passports name_to_sidcomprr4bg_pathrusedmissingnamesidrfns r stage_composers ME ;;t D!!#I,,.!89K D#$ "Ifb)&117#$BgEE,'-2-D//$'Cy}}S) 7v>??&s^-. D!t$. 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u s30 — 맵 기반 샷 적용 체인

s30 — 맵 기반 샷 적용 체인 (2026-07-09)

자산: top2 맵(배치 SOT)+수정 실사(룩 SOT). 체인=①샷 선택→②배경 구상 →③맵 grounding(마커 인용)→④배경 플레이트 i2/nb2→⑤VLM 선택→⑥passport 합성(nb2). 발명 경계+철제 계단 정정+ID-free(nb2) 적용.

z$out/forest_map/top2/top2_map_gpt.pngu배치 SOT — top2 맵rz,out/forest_map/top2/top2_photo_fixed_nb2.pngu룩 SOT — 수정 실사ui

① 샷 선택 (실외 8샷 라인)

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