lLj> JdZddlZddlZddlZddlZddlmZejjde ee jddl ZddlZedZee jZej&dz dz Zej&dz dz Zed z Zd j-gd Zd d d ddiddiddiddiddidgdddd ddiddiddiddidgddddidgddZd j-gdZd j-gdZdZdZdZdZdZe dk(reyy)u6s21 blocking fp — 샷별 staging 마킹 fp(i2i) + 그 fp 를 참조에 추가한 스틸 재생성 비교 (사용자 지시, 2026-07-07). - 기반 = ⑯-2 산출(out/blockset/fpflat_marked_gpt.png — 완전 수직 fp + 원형 알파벳 A~P 구조 마커, 원본 stairfix_nb2 계보). - 단계: ① 샷별 LLM(gpt) staging 저작 — 그 샷에 실제 등장하는 캐릭터/엔티티 (동물 포함)의 top-down 위치와 카메라 위치·바라보는 방향을 알파벳 요소 기준 상대 서술로. 발명 금지(무인이면 빈 배열)+evidence 인용. 판단=LLM, 코드=조립만. ② gpt-image-2 edit: ⑯-2 fp 를 그대로 보존 + 원형 숫자(엔티티)와 카메라 쐐기+화살표만 추가 — 샷당 1장. 마커 스타일=⑯-2 의 원형 마커 계약(STYLE_2D_CIRCLED) 어휘 재사용. ③ nb2 스틸: s21_remake_bg 확정본(plans/outdoor_remake_bg.json)의 프롬프트 **그대로**+같은 참조 구성(배경=stairfix_nb2 치환, 스케치 제외분 유지)에 ② blocking fp 를 라벨드 참조로 **끝에 추가** (기존 image N 번호 보존). 새 참조 의미는 라벨 텍스트가 전달. - 산출: out/shots_outdoor/blocking/<샷>_blockfp.png + _blockstill.png, plans/outdoor_blocking_fp.json, blocking_fp.html(8897 — 3열 비교: 원본/1차 배경교체/blocking, 샷별 fp+카메라+엔티티 작게). - DB write 0, 커밋 금지(scratchpad). 사용: backend/.venv/bin/python s21_blocking_fp.py --shots S4_Shot1,S10_Shot5,S11_Shot4,S13_Shot3,S17_Shot1 N)Pathz*/Users/manta/Documents/Projects/TheRoad-I1 shots_outdoorblockingblocksetzfpflat_marked_gpt.pngzblocking_fp.html )z,You are a film staging planner. You receive:zD- PLAN ELEMENTS: the lettered elements (circled letters) of a strictz3 top-down exterior site plan of one real location.z,- SHOT DATA: one shot's heading/description.zA- SHOT PROMPT: the full image-generation prompt actually used forz1 that shot (ground truth for what is on screen).zCTask: author the top-down STAGING for this exact shot on that plan.zC1. List every character/entity PHYSICALLY PRESENT ON SCREEN in thisuG shot per SHOT PROMPT / SHOT DATA only — people, animals, vehicles,zD other movable subjects. Do NOT invent anyone; permanent structurezD already on the plan is NOT an entity; if the shot is unmanned thezD list is empty. Refer to each by a generic role wording taken fromz# the shot text (no proper names).zE2. For each entity give placement_en: its top-down position describedz? ONLY relative to the lettered plan elements (e.g. 'on F justzC outside J, toward G'). 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Keep every field short and factual — nozE narrative, no mood, no invention beyond step 2's marked inference.uWAlso give notes_ko: 한 줄 한국어 요약 (이 샷에서 누가/무엇이 어디에,u,카메라는 어디서 어디를 보는지).objectarraytypestringboolean)name_enname_ko placement_eninferred evidence_ko)r propertiesrequired)r items) position_en facing_en height_enr)entitiescameranotes_ko)z@The attached image is a strict top-down exterior SITE PLAN whosez>elements are identified by small plain CIRCLED LETTER markers.uDREPRODUCE the attached plan EXACTLY — same geometry, same colours,uEsame circled letters, nothing moved, nothing redrawn — and ADD ONLYz$the shot-staging marks listed below.)zCMarker style: each added entity mark is a small plain CIRCLED DIGITzC(same graphic style as the existing circled letters), drawn once atz=its stated position. The camera is ONE small solid dark wedgezE(triangle) at its stated position with a short straight arrow showingzDits facing direction. 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rDuEblocking fp — 엔티티(원형 숫자)+카메라(쐐기·화살표)refzout/blockset/stairfix_nb2.pngu배경 참조 stairfix_nb2z"out/blockset/fpflat_marked_gpt.pngu⑯-2 원본 marked fpui
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마커엔티티배치(top-down)근거 인용
무인 샷 — 엔티티 없음
▲카메라 (ru) 위치: ru
방향: rz		 ru\
blocking fp i2i 프롬프트 (gpt edit) 
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스틸 프롬프트 (remake 확정본 그대로) + 참조 라벨 
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--- ref labels ---
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uY s21 blocking fp — 샷별 staging 마킹 fp + 스틸 재생성

s21 blocking fp — ⑯-2 수직 fp(알파벳 마커) 위에 샷별 엔티티(원형 숫자) +카메라(쐐기·화살표) i2i → 그 fp+새 배경(stairfix_nb2)을 참조로 기존 프롬프트 그대로 스틸 재생성

3열: 좌=원본 최신 스틸 / 중=1차 remake(배경만 교체) / 우=신규(배경 교체+blocking fp 참조 추가, 프롬프트 불변 — 새 참조 의미는 라벨 텍스트 전달). staging 판단=LLM(gpt), 마커 부여·조립=코드. 매핑=plans/outdoor_blocking_fp.json

⑯-2 알파벳 범례 (A~ruI) z
글자요소서술
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