Ojr dZddlmZddlZddlZddlZddlZddlZddlm Z m Z ddl m Z m Z ddl mZddlmZmZmZmZmZddlmZdd lmZdd lmZdd lmZej:eZd Z d Z!ejDdZ#ddZ$ddZ%ddddddddd ddZ& ddZ' ddZ( d dZ) d!dZ*dZ+GddeZ,y)"uSBackgroundRenderStep — Phase 7 Step 6. 각 master plan background를 gpt-image-2로 PNG 생성. ``depends_on_bg`` DAG → ``compute_dag_levels`` 로 level 분할 후 level 내부는 ThreadPool 병렬. 출력 shape는 Phase 5 ``chain_bg_render`` 와 호환: ``data.groups[bg_id].{status, location_id, png_path, t2i_prompt, shot_guides, shot_ids, parent_id, ref_used, ...}``. 이렇게 해야 Phase 6 ``scene_context_loader._load_chain_bg_guide_by_shot`` 가 변경 없이 동작. Phase 7 ImageAsset UPSERT (Phase 5 chain_bg 패턴 미러): - asset_type='chain_bg' - entity_id = loc_id의 EntityCanon.id - variant_index = loc_id 단위 1+ counter (sorted bg_id, gen_order). v00은 floor_plan(primary)에 예약. - variant_label = state_label - variant_type = bg_id (UPSERT 매치 키, 재실행 idempotent 보장) - is_primary = 0 (chain_bg는 항상 0; v00 floor_plan만 1) - t2i_guide = shot_guides[]를 newline join (Phase 6 scene_detail consumer 가 이를 prepend하여 chain_bg PNG 가구 위치 가이드를 scene t2i에 주입) - file_path = projects_root 기준 relative ) annotationsN)ThreadPoolExecutor as_completed)datetimetimezone)Path)AnyDictListOptionalTuple)BG_ID_RE)bind_current_budget) StepRunner)annotate_generated_assetz3.202607231950z^[a-z0-9][a-z0-9_]*$c^|xsijdixsi}d|vsd|vrtStS)u'D6 marker-gated bg_id filter. plans_cp 의 data 에 D6 sibling marker (`background_catalog` 또는 `bg_catalog_hash`) 가 있으면 D6 strict (`BG_ID_RE` = `^L\d{2,3}B\d{2,3}$`) 적용. 없으면 legacy `_LEGACY_SAFE_BG_RE` (transitional compat) — 옛 cp 를 silent reject 안 함. review iter4 note: T-pre-1 단독 commit 시 background_master_plan 가 여전히 legacy `bg_*` 출력 → BG_ID_RE 강제 시 모든 bg silent skip → empty completed silent no-op. marker-gating 으로 D6 atomic transition 안전. databackground_catalogbg_catalog_hash)getr_LEGACY_SAFE_BG_RE)plans_cprs [/Users/manta/Documents/Projects/TheRoad-I1/backend/app/core/steps/background_render_step.py_select_bg_id_filterr<s: N   + 1rDt#'8D'@ cddlm}||S)uQ무인 계약 감사 3필드 CP 영속 subset (E2E10 실측 fix — lazy import).r) audit_fields)(app.modules.pipeline.background_unmannedr)infors r_unmanned_audit_fieldsr!NsE  r)building_fp_idbuilding_fp_pathbuilding_anchor_bg_idbuilding_anchor_pathsame_loc_anchor_bg_idsame_loc_anchor_path aerial_loc_id aerial_pathc .g} g} | $| jr| jd| |$|jr| jd||D]G}||js|j}| j|| jd|I| $| jr| jd||$|jr| jd||$|jr| jd||| | |ddS) uW21B-wave-1 — checkpoint-only attached reference lineage diagnostic. Codex 결정 2(c): ImageAsset.reference_image_ids / llm_call_log columns 는 이번 wave 에서 건드리지 않는다. attached_reference_lineage 는 step 의 groups_out entry / checkpoint manifest 에만 기록되어 chain_bg / scene visual review 시점에 "이 BG 가 실제로 어떤 reference 를 첨부해서 생성됐는지" 를 역추적할 수 있게 한다. attached_ref_labels 는 실제로 첨부된 ref 만 포함한다 — fp_path 가 존재하면 ``fp:``, 첨부된 prior_bg PNG 마다 그 stem 을 ``bg:`` 로 기록. PNG path 의 stem 이 bg_id 와 일치하는 것은 step 자체가 그렇게 저장하기 때문 (``image_dir / f"{bid}.png"``). prior_bg_paths 가 비어 있고 fp 가 없으면 attached_ref_labels 는 빈 list — ref_used 가 ``text_only`` 인 것과 consistent. zaerial:zfp:bg:zsame_loc_anchor:zbuilding_anchor:z building_fp:checkpoint_only)fp_id prior_bg_idsattached_ref_labelsref_useddb_write_policy)existsappendstem)r.fp_pathprior_bg_pathsr1r#r$r%r&r'r(r)r*r0r/pbg_ids r!_build_attached_reference_lineager:Us;<&( L;#5#5#7""W]O#<=w~~/""S=1  9  88:FFE    &  & &UG} 5 ',@,G,G,I""%56K5L#MN',@,G,G,I""%56K5L#MN#(8(?(?(A""\.1A#BC$2,  rci}|D]j}||vrt|j|xsijdxsdj}|sJ|j|gj |li}|j D]w\}}t |dkrt|d} |D]P}|| k(r |j|xsi} | jdr0| g| d<dd| dd | d <||vr| ||d <| ||<Ry|S) u 3a fix (2026-07-01, Codex 합의) — depth-1 star anchor 주입 (flag-gated caller). 같은 ``loc_id`` 그룹의 anchor(bg_id 자연정렬 첫 = B01 우선)를, 그룹 내 나머지 bg 가 ``depends_on_bg`` 로 참조하도록 결정론 주입한다. render loop 이 이 필드로 prior_bg_paths(i2i) + DAG parent 를 구성하므로 생성/lineage 가 함께 흐른다. ★가드(Codex): (1) 그룹 renderable bg 2개 미만이면 skip. (2) anchor 자신은 depends_on_bg 불변. (3) 기존 depends_on_bg 가 있으면 preserve — **empty 일 때만** inject(순환/기존 체인 파괴 방지). (4) loc_id 없는 bg 는 그룹 대상 아님. 반환: ``{bid: anchor_bid}`` (실제 주입된 것만). 호출측이 flag ON 일 때만 부른다. loc_idr"r depends_on_bgTlocation_star_depth1 sub_location_missing_or_no_chain)anchor_injected anchor_policy anchor_bg_id anchor_reason_star_anchor_meta parent_id)strrstrip setdefaultr4itemslensorted) bg_specsrJorder renderableby_locbidlocinjectedbidsanchorspecs r_inject_star_anchorsrWs("$&F j 8<<$*//9?R@FFH #r"))#.  "H\\^ T t9q= aCf}<<$*Dxx(%+HD !#'!7 &!C )D$ % e|*0c ;'"HSM $( OrcPg}g}t}|D]Q}||vr|j||j|}|r|j|>|jd|zSg} |g|D]} | s| | vs | j| dt ||rdndd} |r|| d<| | fS)u3a fix (2026-07-01, 워크플로 스펙) — 실제 첨부 prior_bg_ids 를 background_render ImageAsset.input_image_ids([fp_uuid, *prior_uuids]) + lineage 메타로 조립 (순수). prior_bg_ids = groups[bg_id].attached_reference_lineage.prior_bg_ids (실제 i2i/alias 첨부된 BG 의 **prefix 없는 bg_id 리스트**, FP 제외 — 라벨/substring 파싱 0). uuid_by_ bgid = bg_id→ImageAsset UUID resolver(배치맵 + DB variant_type fallback 합성). 미해결 bg_id 는 unresolved_inputs 구조키("bg:")로 기록(입력없음 [] 과 구분). reuse= 구조 필드 ref_used=="reused_plate"(copy-less alias — i2i 아님)면 lineage_kind 태깅. 반환: (input_image_ids, pipeline_metadata). fp_uuid None 이면 prior 만. r,attached_prior_bg reuse_alias i2i_reference)bg_lineage_policyr/ lineage_kindunresolved_inputs)setaddrr4list) r/fp_uuid uuid_by_bgidreuse prior_uuids unresolved_seen_bgpbuiidsxmetas r_compose_bg_input_image_idsrms" KJEH >  R   R    q !   ebj )D%% $ KKN&1\*). OD $. ! :rc2t}|xsijdixsijdgxsg}|D]Y}|jdxsgD]?}|jdxsd}|s|jddus/|j|A[|S)uW22 W4b — background_classify cp 에서 실외 loc_id 집합 추출. is_indoor 판정의 유일 원천 = classify cp (설계 §1). cp 부재/빈 데이터 = 빈 집합 → skip 미발동 (보수적). rbuilding_groupsmembersr<r" is_indoorF)r_rr`) classify_cpoutgroupsgmlids r_outdoor_loc_ids_from_classifyrxsuC  +1r c R '$& %% "(b(A%%/'RCquu[)U2 ) Jrci}t|D]m}|j|xsi}|jdxsd|vs0d|jdd|jdd|jdgxsgd||<o|t|z |fS)uW22 W4b — renderable 에서 야외 loc bg 를 분리 (순수 함수, 테스트 잠금). Returns (남은 renderable, {bg_id: skipped 마커 entry}). r<r"skipped_outdoor_direct sub_locationapplies_to_shots)status location_id location_nameshot_ids)rLrr_)rOrM outdoor_locsskippedrQrVs r_split_outdoor_direct_skipr s*,Gj!||C &B HHX  $" 52#xx"5!%."!= HH%7<B GCL" G $g --rcRddlm}ddlm}|t |j S)uOpenAI 이미지 클라이언트 resolve. T11 FloorPlanRenderStep와 동일 패턴. api_key 는 `openai_keys` 브로커가 정한다(2슬롯 failover, 2026-07-30) — bare `OpenAI()` 는 os.environ 만 읽어 .env 키도 슬롯 전환도 놓친다. timeout 은 settings.llm_timeout_image_gen (env LLM_TIMEOUT_IMAGE_GEN override 가능) — single source. default 600s 의 long hang 회귀 가드. r) openai_clientsettings)timeout)app.core.openai_keysrapp.core.configrfloatllm_timeout_image_gen)rrs r_resolve_openai_clientr"s%3( h445 rc 6eZdZddZddZ ddZddZdddZddd  dd Z dd Z dd Z dd Z ddddddddd ddZ d d dZ d!dZd"dZdZd#dZy)$BackgroundRenderStepcLddl}ddl}ddlm}|jt t d}tt|ddrd|d<tt|ddr d |d<|j|d <|j|d <|j|d <dd l m }||d<ddl m}m}||d<||d<|jrBtt|ddr,ddlm}||d<ddl m} | |d<ddl m} || |d<|jrVtt|ddr@ddl m} ddlm} | |d<|| |d<ddl m} | |d<t-t|d d!|d"<tt|d#drd |d#<tt|d$drOdd%lm}|d&|d'<tt|d(dr(dd)l m}d |d*<||d+<t-|j4|d,<|j6d-vr|j6|d.<|j6d/k(rtt|d0d|d0<|j6d/k(rt|j8rd |d1<|j6d/k(rtt|d2drd |d2<|j6d/k(rtt|d3drd |d3<|j6d/k(rtt|d4drd |d4<|j6d/k(r&tt|d5drd |d5<dd6lm}||d7<tt|d8drCddl}dd9lm }d |d8<|jC|jEd:jGdd;|d<<|j6d/k(rtt|d=drd |d=<tt|d>dr7d |d>< |jId?}|xsijKd@xsd!}|r||dA<|jC|jO|d BjEd:jGddCS#tL$rd!}YVwxYw)DNrr)background_modeschema_versionprompt_versionplate_structure_facts_enabledFplate_structure_factsplate_multiroll_enabledTplate_multiroll_roll_countplate_multiroll_critiqueplate_multiroll_nb2_model)resolve_judge_pack_versionplate_multiroll_judge_pack) CROSS_MODEL_ORDER_POLICY_VERSION#resolve_select_judge_model_physical"plate_select_judge_models_physicalplate_select_order_policymultiroll_fix_rejudge_enabled)FIX_REJUDGE_POLICY_VERSIONplate_multiroll_fix_rejudge)r&plate_fix_rejudge_judge_model_physical)FIX_REJUDGE_HEADER_PACK_VERSIONplate_fix_rejudge_header_pack!multiroll_gpt_composition_enabled)GPT_COMPOSITION_PACK_VERSION)GPT_COMPOSITION_POLICY_VERSIONplate_gpt_compositionplate_gpt_composition_pack)GPT_COMPOSITION_MODELplate_gpt_composition_model openai_modelr"$plate_gpt_composition_model_physicaloutdoor_direct_compose_enabledbackground_no_people_enabled)resolve_prompt_version1background_no_people_pack!background_no_people_gate_enabled) JUDGE_MODELbackground_no_people_gate%background_no_people_gate_judge_model.background_no_people_gate_judge_model_physical w18j_overlapshot_aware_plan background_render_reference_moder:background_render_missing_shot_aware_plan_fallback_enabledbg_render_substrate_enabledoutdoor_building_fp_ref_enabled#outdoor_building_anchor_ref_enabledsame_place_render_chain_enabled outdoor_aerial_reference_enabled)AERIAL_PROMPT_VERSIONlocation_aerial_prompt_version$outdoor_seed_plate_reference_enabledSEED_SITE_GUIDANCEutf-8 seed_site_guidance_sha!outdoor_plate_stage_chain_enabled floor_plan_light_sidecar_enabledfloor_plan_light_sidecar config_hash$floor_plan_light_sidecar_config_hash) sort_keys)(hashlibjsonrrrSCHEMA_VERSIONPROMPT_VERSIONboolgetattrstill_recipe_roll_countstill_recipe_critique_enabledgemini_image_model%app.modules.pipeline.multiroll_geminirrr%app.modules.pipeline.multiroll_selectrrrrrrGrrrgemini_text_modelrr$app.modules.pipeline.location_aerialr+app.modules.pipeline.outdoor_structure_seedrsha256encode hexdigest_load_prev_checkpointr Exceptiondumps)selfr_jsonrpayloadr_plate_order_policy_plate_sel_phys _frj_policy _sel_phys2 _frj_hdr_sel_gc_sel _gc_policy _gc_model_unmanned_pack_unmanned_judge_modelr_hashlibr sidecar_cp sidecar_hashs r _config_hashz!BackgroundRenderStep._config_hash3s, (77,,  "A5I J/0G+ , ";UC D15G- .00 0 166 . /4<3N3NG/ 0  +, 0 1  =L/0.w745:C56BEHnb9C>? 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Dxx K8H$((8X6{ 040Bd0JDHHZ,PR j{H"YH"488J#:)= > D"  "7$#6#K7>>;K!$)*;*?*?R*H%*-.O"##1% /+:).; W(  JCo!;$]  !*  "; b  &q#$@$]&u -.?.C.CC.L!(12S& $')!, 3)  sIA6KKu(background_render_reference_mode_deprecated: w18j_overlap_deprecated — the W19B-3 deterministic reference planner path is no longer an active production option (W20E7-A). Set background_render_reference_mode to 'shot_aware_plan' (W20C) or leave the default 'legacy'. Zero image calls were made.rQrVrnrqr/rshot_aware_bg_render_planrbackground_renderlocation_aerials)rMrurrq plans_per_fprOrNrsrtrrbuilding_fp_by_locgroup_membership_by_locaerial_loc_contextaerial_diag_outnumbered_by_fpfacts_use_by_bgprior_location_aerialsmode) max_workersz*background_render: bg %s thread raised: %srfr~r<rr{rQrRrr|rXr1rYrZr[r]rSr^r_rTr`)rzc3JK|]}|jddk(sdyw)r}r7rNr).0vs r z0BackgroundRenderStep._execute..s$+aquuX$/F+s##u[BG_RENDER_SYNC_FAIL] background_render: chain_bg ImageAsset INSERT 실패. PNG는 디스크에 있으나 DB out of sync — downstream(scene_image_pipeline)이 참조 이미지를 못 찾음. groups_total=%d ok_status=%d exc=%s %sz.[BG_RENDER_SYNC_FAIL] rollback also failed: %srbg_reference_cataloglight_fp_sidecar_provenancec3K|];}t|tr)|jddk(r|jdrd=yw)r}r7r8rN)rrr)res rrz0BackgroundRenderStep._execute..s< '!!T"quuX$'>155CT 'sAA)rQrGrmzDict[str, Path]returnzTuple[str, Dict[str, Any]])Drrr rrrapp.core.steps._selector_guardsr-rrrJrrrrrrrrarrmatchrkr/r4rxrr rKrLrW app.modules.pipeline._dag_levelsrD&app.modules.pipeline.background_renderrErrrrrmkdirriapp.modules.pipeline._workersrKr_build_opt_in_failed_entry_run_shot_aware_plan_queue_load_building_fp_by_loc_load_group_membership_by_loc_load_aerial_loc_contextmaxminrrsubmitrresultrrGr:update_register_image_assetssumvalues traceback format_excdbrollback)Lrrrr- conflict_msgr prompts_cp fp_render_cp fp_prompt_cp plans_maprrlight_fp_provenancefp_prompts_mapfp_entrycrr9structure_facts_onrrrels_fb bg_filter_red6_strict_moderJrNgidr@bgrQdepsrO_direct_skipped _outdoor_locsstar_anchor_by_bidplans_data_emptyrDlevelsrendered_paths groups_outrfrKrrv catalog_dumprzrVrnplan_cpr{levelrm level_workerspool_submit_processfuturesfut_bidresrordered ok_groupsrb_exc plans_datar total_bgs completed_bgsrMrqrrrrsrtrurEsL` @@@@@@@@r_executezBackgroundRenderStep._executes,!  # #+H H$%#$ !"0#0020224  " O1(;  #$%#$ !"0#002%0224)5  --.FG//0CD 112EF 112EF n" ! !&" - 3 8 8" E K B # #FB / 52 : :=" M SQS  $"))&"5;@@PRSeg  Uyy"d* :r* * &#::<H b % %fb 1 7R < <]B O  8:+113MCh-h1G41Oll#;<BB!"d+w-2--NNAs')vv.?'D'J%'VVOR%@%FB!# R!8!>B%'VVOR%@%FB ,!%(C4:"' 5u#>?:<02 !/!5!5!7 X!(D1 X.$6'||,?@FBFF!!!T*F*-N3'",,'?@FBFB%b$/ &&//RCs/9jFF#:;T?C/12I/J, G"8(,H5 '(2+-.0#//+JCyy"d*99V$*Dhh}-33ffWo,"4"4S"9%(P"gXcW5JK LLEs%<vvo.4"Dabc  S! " -4 ,<!  CKOOC$<$@$@$Jd$RC5  68 "BEJ K:**+@AM.H-/+ O#KKZO,f_.E.0 #JER SH&H"M!"!5% "4 ! T*+-!)B33FB?E2 $%#$ !"0#002"?30@0D0DEVXZ0[0a_a2B2F2FGZ\^2_2ece   HP')# 5*;  && 'oo  oo    !  !  t4&..0*,%' A%aQ7 e e  /e  'e e b.0 ,.  4 4 Fj(||C(.B*sB7=2 "&"A"A!-&7@ #B# 3! )* 6 6:K K00+G-R$$VR06B;;HbI //!')"3)%##5$(#@#@#J)-(J(J(L$(#@#@#B 0 . / 001DEKc&"o,)+SS1C-DKHJA0!  H / #As;E 'C D 'MBd':(&COTYTYS OS(CSHTY ,G4%cl%(+ ID#J+. 3778,49L26s:2GN3/"aKFY 5CB  | /*49N5CC:.>|R.P # !.|/?/? r/R/XVX #!+DHH5G,L,RPR#!)"#!,dhh.G.OB4QR-S#!+K#!21#!/C##!0-1L#!25# !9:K:O:OPSUW:X!#*!=>_+/88O+D+La*P,035-8 ?"+#C#CBvO ">>+I LLZG ii.B.B.D      "    Df    s1g0,g6)g;0g;m #h>m h'Am  mmmm  m D0m ?m m m  m  p (Ap=op p!o<7p<ppp rfN)r} decision_dictcid|d|jddd|jddddd|jddd |jd gxsgd |jd gxsgd gd |jdxsdgdddddd|ddd|jddddd|j|idt|jdxsdgddgd}|||d<|S)Nr}r~r<r"rr{r8rQrRrr|rXrFr>rr1rYrZr[rr]rSr^Fr9r_rTr`reference_decision)rr:) rrQrVrnrqr/r}rrs rrz/BackgroundRenderStep._build_opt_in_failed_entrys~! f! 488Hb1!  TXXnb9!   ! ,**<< ! <++M2>D" !  !3R8>B!  b!  $((?3;tQ?!   !  q!  E$3K!  TXXmR8!  u!  %&7&;&;C&D! $ )*Kxx08RD!<!$ +%! 2  $*7E& ' rc ddlm}tt|ddriStt|dds.tt|ddstt|ddsiS ddlm}m}|jd }|xsijd ixsijd xsi}||xsijd ixsijd xsg||}|siS|jd }|xsijd ixsijdxsi} i} |jD]k\} } | j| jdxsi} t| jdxsd}| jddk(s]|s`i| |dd| | <m| siS ddl m }| jD chc]} | d }} |jj|j |j"j%|j&|j&k(|j(|j(k(|j*dk(|j j-t/|j1D]>\}}| jD]&} | dt|xsdk(st|| d<(@ t4j9dt;| | jDcic] \}}||d c}}| Scc} w#t2$r }t4j7d|Yd}~pd}~wwxYwcc}}w#t2$r"}t4j7d|icYd}~Sd}~wwxYw)uflag ``outdoor_building_fp_ref_enabled`` (W-G) **또는** ``outdoor_building_anchor_ref_enabled`` (W-I) **또는** ``outdoor_aerial_reference_enabled`` (W-L) ON 일 때 outdoor loc → same-building indoor fp 컨텍스트를 구성한다. W-I 는 이 링크 맵을 outdoor 멤버십 + group_id 판정에 재사용하고, W-L 은 mixed 그룹 aerial 생성의 I2I fp ref 소스로 재사용한다(plate 에의 fp 첨부 여부는 큐의 W-G flag 게이트가 별도 결정). 반환: ``{outdoor_loc_sid: {"fp_id", "indoor_loc_sid", "group_id", "png_path", "fp_asset_id"}}`` — ``png_path`` 는 floor_plan_render cp 의 status=='ok' entry 만, ``fp_asset_id`` 는 ImageAsset(asset_type= 'floor_plan', variant_type=fp_id) 구조 조인(미해결이면 빈 문자열 — ref 첨부는 진행하되 UUID lineage 만 생략). 세 flag OFF/실패 = {} (비차단, 기존 경로 byte-identical). rrrFrrr)build_outdoor_building_fp_linkindoor_fp_ids_by_locrArrror2r6r.r8r"r}r7)r8 fp_asset_id ImageAsset floor_planru\background_render: building fp asset UUID resolve 실패 (비차단, lineage 만 생략): %sNu3background_render: building fp 링크 %d loc — %suCbackground_render: building fp 링크 로드 실패 (비차단): %s)rrrr%app.modules.pipeline.building_fp_linkrrrrrJrGapp.models.projectrrrquery variant_typeidfilterrr asset_typein_rLallrrrr rK)rrrrrbgc_cpcataloglinkfpr_cpfpr_maprsoloclkrpngrneededvtaidrkrs rrz-BackgroundRenderStep._load_building_fp_by_loc(sT$ - "BEJ KI #DeL MG?HIG @:;>@@ @8  NNU I  s$BL>(B,L>L>L>+L  LCL -L ?.L>-L8= L>L L5L0+L>0L55 L>> M)M$M)$M)c ddlm}tt|ddsiS ddlm}|j d}||xsijdixsijdxsg}|rEtjd t||jDcic] \}}||d  c}}|Scc}}w#t$r"}tjd |icYd }~Sd }~wwxYw) uXflag ``same_place_render_chain_enabled`` (W-K) ON 일 때 ``background_classify.building_groups`` 의 **전 멤버**(실내 포함) loc 멤버십을 로드한다. W-K 의 그룹 anchor 등록(outdoor ok 렌더만)·첨부 (그룹 전 멤버)·lane 재배열 정렬 키(mixed 그룹 outdoor 우선) 판정에 쓴다 — W-G 링크 맵(outdoor loc 만, fp png 필수)으로는 실내 첨부를 판정할 수 없다. flag OFF/실패 = {} (비차단, 기존 경로 byte-identical). 반환: ``{loc_sid: {"group_id", "is_indoor", "group_mixed"}}``. rrrF)build_group_membership_by_locrArrou<background_render: same-place 그룹 멤버십 %d loc — %sgroup_iduLbackground_render: same-place 그룹 멤버십 로드 실패 (비차단): %sN)rrrrrrrrrr rKrJrr)rrrr membershiprrrs rrz2BackgroundRenderStep._load_group_membership_by_locs -G;UDEI  //0EFF6,B##FB/52::;LMJ R O2<2B2B2DE2D$!QQ* %2DE  F  NN"#& (I  s0A9B9B3) B93B99 C$CC$C$cddlm}tt|ddriStt|ddsiS ddlm}|j d}||xsijdixsijd xsg}td |jD}|r tjd t|||S#t$r"}tjd |icYd }~Sd }~wwxYw)uzflag ``outdoor_aerial_reference_enabled`` (W-L) ON 일 때 ``background_classify.building_groups`` 에서 loc별 aerial 컨텍스트 (is_indoor/group_mixed/label/summary)를 로드한다. 야외 판정 (is_indoor==False)과 aerial 프롬프트의 location 데이터 소스. flag OFF/실패 = {} (비차단, 기존 경로 byte-identical). rrrFr)build_loc_aerial_contextrArroc3NK|]\}}|jddus|yw)rqFNr)rrRcs rrz@BackgroundRenderStep._load_aerial_loc_context..s("-Q{1Cu1L+s%%u:background_render: aerial 컨텍스트 %d loc (outdoor %s)uDbackground_render: aerial 컨텍스트 로드 실패 (비차단): %sN)rrrrrrrrrLrJrr rKrr)rrrrctxoutdoorrs rrz-BackgroundRenderStep._load_aerial_loc_contexts - "BEJ KIGxsd+}=tS||6jsr|d@k7r|=|k(r|>|;k(r|3D]}8tS|6dA|1dB|8<dCtS|6dAt3|9|7rtS|7j9dDxsd+nd+||;tq|3tS|0j9d;xsd+dE |*|1<y| dF|1tq|0j9d:xsg|6|9|7r,|7j9dDrtS|7j9dDgnd)G}?|?j9dHdCk(r|?j9dr|3D]}8|?dd |1dB|8<dC|?dd t3|?j9dI|7rtS|7j9dDxsd+nd+|?j9dJd|?j9dKd+tS|?j9d>xsd+|;tq|3tS|0j9d;xsd+dL |*|1<tDjGdM|1|3t3|9dNd t3|?j9dI|?j9dJdtS|?j9dOxsd+d)dPtq|3tS|0j9d;xsd+dQ|*|1<tDjOdR|1|?j9dO{d툚fdS d+d)dT d  fdUdfdV }@t7rfrcr`d숚fdW }Ai}Bt7}C|juD]\}D}E|j9|D}F||Fs |F}Gt7E}HGD]}I|Ij9dX}Jtw|JtRrJr J|vsJHvsJCvr3Ij9dYdZdZk7rIAj9Jxsi}K|KsgCjQJBj?Kgj;|Jd[DId\D]\}J|JCvrAj9Jxsi}K|Ks&CjQJBj?Kgj;|Jd]d+d)d\^tKBD]}KB|K}L|LDMcgc]}M|Md  }N}MLDMcic]}M|Md |M }O}Mt7N}Pg}QLD]$}Mj9|Md xsi}R|%j9tS|Rj9d*xsd+xsi}SQj;Md tS|Sj9d^xsd+tSSj9d_xsd+tSRj9d xsd+tSRj9d`xsd+Rj9daxsgDTcgc]}T|TPvrT c}Tj9Md ixsij9dbd+dc' dddl})tDjOdhK|)tqNdid+tS|)d)dPdj}VYd)})~)@d)})~)wwxYwcc}Wwcc}a}Ww#|$rC})tDjkds| |)j=| |!|$dt|)| <dz Yd)})~)d)})~)wwxYw#tfthf$r9tDjkdv| j=| |!|$dwdxy| <dz YwxYw#|$ru})tDjkdo|)pD]N} j9| xsi}!j9| ixsi}$j=| |!|$dt|)| <dz PYd)})~) d)})~)wwxYwcc}wwcc}}w#|$rC})tDjkd| |)j=| |!|$dt|)| <dz Yd)})~) d)})~)wwxYwcc}awcc}wcc}awcc}aw#tfthf$rHtDjkdv| j=| |!|$dwdx`j׫| <dz Y twxYw)uW20C opt-in render pass. Consumes the W20B ``shot_aware_bg_render_plan`` checkpoint and renders each plan node sequentially in ``node_index`` order. The reference graph SOT is the LLM-emitted plan; this method does NOT re-classify / re-score / fall back. ``render_one_background`` runs with ``max_attempts=2`` — normal path is still exactly one image call per BG (W20 contract); the 2nd attempt fires ONLY on a moderation rejection, where the render module sanitizes the prompt and retries once (2026-07-11 실측: 상태 bg safety 거부 시 산출 0 방지). W-L: ``aerial_loc_context`` (flag OFF = {} = 전부 비활성)가 주어지면 큐 시작 시 야외 loc(is_indoor==False)마다 실사형 aerial establishing 1장을 생성/재사용(mode=='force' 만 재생성)하고, 야외 bg 렌더의 ref 를 fp(평면도) 대신 aerial **1순위** 로 교체한다. ``aerial_diag_out`` (mutable dict)에 loc별 산출 진단을 채운다. rr)BUILDING_ANCHOR_PLATE_GUIDANCEBUILDING_FP_PLATE_GUIDANCE*BUILDING_INTERIOR_EXTERIOR_ANCHOR_GUIDANCE$INTERIOR_SAME_BUILDING_TEXT_GUIDANCESAME_PLACE_PLATE_GUIDANCErEr)rAERIAL_SITE_GUIDANCEcompute_aerial_context_hashdecide_group_plate_orderrender_location_aerial)resolve_render_substrate)ShotAwareRenderAdapterErroris_plan_production_clearmaterialize_decision ordered_nodesselect_structure_factsrFrQcZsyj|dj|S)Nr)rQrrrrrs r _facts_forzCBackgroundRenderStep._run_shot_aware_plan_queue.._facts_for4s4%)""3+##C( rrT surface_role interior_room> site_surfaceexterior_platetransition_zonez(shot_aware_plan: bg has no depends_on_fprwrrcsyjt|jdxsd}|sytt|jdxsd}|jr|SdS)uGspec.loc_id 기준 building fp 컨텍스트 (W-G flag ON + png 실재).Nr<r"r8)rrGris_file)rVrr8 _bfp_by_loc _wg_fp_ons r_building_fp_forzIBackgroundRenderStep._run_shot_aware_plan_queue.._building_fp_foras`TXXh%7%=2!>?BS +1r23A2 .$ .rrrrr8cs r|syt|jdxsd} rM j|}t|xsijdxsd}|r|xsijddur7y j|}t|xsijdxsd}|sy|vry||d|<tjd||y) ucok 렌더 직후 호출 — 그룹 무등록 시 이 bg 를 anchor 로 등록. W-K ON 이면 멤버십 맵 기반 + **outdoor 렌더만** 등록(실내 렌더가 건물 외관 anchor 가 되는 것을 구조적으로 차단). OFF 면 기존 W-I 게이트(_bfp_by_loc = mixed 그룹 outdoor loc) 그대로. Nr<r"rrqF)r9r8u<background_render: building anchor 등록 group=%s anchor=%srGrrr ) rQrVr8rRrvrr_anchor_by_group _anchor_onr_membership_by_loc_wk_ons r_register_building_anchorzRBackgroundRenderStep._run_shot_aware_plan_queue.._register_building_anchors 6xdhhx(.B/C&**3/17-- 39r:qwBmmK8E __S)28..4:;&&.1x$H S ! KKNS rcr|syt|jdxsd}|r|vry|||d|<tjd||y)uMW-K: ok 렌더 직후 호출 — loc 무등록 시 이 bg 를 loc anchor 로.Nr<r")r9r8interioru@background_render: same-place loc anchor 등록 loc=%s anchor=%sr)rQrVr8rR_is_interior_render_loc_anchor_by_locrs r_register_loc_anchorzMBackgroundRenderStep._run_shot_aware_plan_queue.._register_loc_anchorshxdhhx(.B/C#!33$05 ' s # KK # rch ssyr |ryt|jdxsd}r4j|}t|xsijdxsd}n3 j|}t|xsijdxsd}|r j|nd}|r|jd|k(rytt|jdxsd}|jsy|D chc]} | t| } } t|| vry|d||dScc} w)u이 bg 렌더에 첨부할 그룹 anchor (자기 자신/중복 경로 제외). 반환: ``{"bg_id", "group_id", "path": Path}`` 또는 None. dedup — anchor png 가 이미 ref 목록(자기 fp/substrate prior/building fp/loc anchor)에 있으면 None (같은 PNG 이중 첨부 방지, 경로 비교만 — 구조적). W-K ON 이면 첨부 대상이 그룹 **전 멤버**(실내 포함, 멤버십 맵 판정), OFF 면 기존 W-I(_bfp_by_loc outdoor)만. Nr<r"rr9r8)r9rpathrGrrr)rQrVexisting_ref_pathsrRrvrrregr8rkexistingrrrrrr_wm_ons r_building_anchor_forzMBackgroundRenderStep._run_shot_aware_plan_queue.._building_anchor_fors.&-d3dhhx(.B/C&**3/17-- 39r: __S)28..4:;/2"&&s+C#'''*c1S,234A99; 2 21amA 2 1v! \sAF F s D/ D/c syt|jdxsd}|r j|nd}|r|jd|k(ry r|jdr |sytt|jdxsd}|jsy|Dchc]}|t|}}t||vry|d||dScc}w)u_W-K: 이 bg 렌더에 첨부할 같은 loc anchor (자기/중복 경로 제외). 반환: ``{"bg_id", "loc_id", "path": Path}`` 또는 None. dedup — anchor png 가 이미 ref 목록(자기 fp/substrate prior/depends_on_bg prior)에 있으면 None (같은 loc prior 체인과의 이중 첨부 방지). Nr<r"r9rr8)r9r<r#r$) rQrVr%rRr&r8rkr'rr rr(s r_loc_anchor_forzHBackgroundRenderStep._run_shot_aware_plan_queue.._loc_anchor_forsdhhx(.B/C14$((-$C#'''*c1 #''*-6I7S,234A99; 2 21amA 2 1v! \S!D D s 'C/ Cc8|jddxsd}|dk(S)u9W-M: '실내 렌더' 판정 — bg ``surface_role`` 구조 필드(SOT). interior_room(또는 필드 부재 = interior 기본 — W21B-wave-2 의 direct-plate 분기와 동일 규칙)만 실내 렌더로 본다. 실내 분류 loc 에 걸린 exterior_plate/transition_zone/site_surface bg (예: 실내 anchor 건물의 저녁 외관 plate)는 실내 렌더가 아니다 — loc is_indoor 로 판정하면 그런 외관 plate 의 anchor 연속이 끊긴다(간판/외관 연속 회귀). r r r)rVroles rrzLBackgroundRenderStep._run_shot_aware_plan_queue.._is_interior_renders)9L_ ?* *rcrsy|syjt|jdxsd}|r|jdrSy)uW-M(1): mixed 그룹 **실내 렌더** bg 의 문구-only 연속 계약. 그룹 anchor(외부 렌더) 첨부에서 실내 렌더가 제외된 뒤, 실내 plate 의 실내↔실외 연속성은 이미지 ref 없이 이 문구만으로 유지한다. 판정 = 실내 렌더(surface_role) ∧ mixed 그룹 멤버십 (구조 데이터) — W-M ∧ W-K ON 일 때만(멤버십 맵이 W-K 로더 산출). r"r< group_mixedrrG)rVrvrrrrr(s r_interior_text_guidance_forzTBackgroundRenderStep._run_shot_aware_plan_queue.._interior_text_guidance_for"sRv&t,"&&s488H+=+C'DEAQUU=);;rrr)build_seed_plate_refsoutdoor_structure_seedrArrtrou9background_render: seed 플레이트 참조 %d loc — %suObackground_render: seed 플레이트 컨텍스트 로드 실패 (비차단): %sNr<r"rqr)locsrr4rz[A-Za-z0-9_\-]+hrruXbackground_render: aerial group id %r 비안전 문자 — 파일명 해시 평탄화 %saerial_rUuJbackground_render: aerial out_path escapes image_dir for group %s — skipr/ group_members anchor_locr.)rrpr8fp_sotr context_hashr"T)r8cachedrr7r) r}r8r;building_fp_usedrrr:r4r8ra)rrbplace_idrprdr$capture_input_image_idsr}r<rg prompt_used) r}r8r;r<rrgr?rr:r4r8u=background_render: aerial 생성 group=%s locs=%s (fp_ref=%s)rfrhr)r}r;r<rgr/r4r8u^background_render: aerial 생성 실패 group=%s — 기존 fp 경로로 진행(fail-safe): %sct|jdxsd}|rormj|}|rZtt|jdxsd}|jr#|t|jdxsd|ddSsy|rj|nd}|sytt|jdxsd}|jsy|t|jdxsd|d dS) u이 bg 렌더에 1순위로 첨부할 그룹 공간·룩 참조 (야외 loc 만). 2026-07-19 재설계 A: **장소 seed(정면 실사)가 우선** — 사용자 확정(위성/항공 배치도 형태 참조 금지). seed 없거나 flag OFF 면 기존 aerial 경로(레거시, 별도 flag). 반환: ``{"loc_id", "group_id", "path": Path, "kind": "seed"|"aerial"}`` 또는 None. 호출부는 kind 로 guidance 절을 분기한다. r<r"r#rseed)r<rr#kindNr8aerialr$) rVrRsregspr&r8_aerial_by_loc_seed_plate_by_loc_wl_ons r _aerial_forzDBackgroundRenderStep._run_shot_aware_plan_queue.._aerial_forsdhhx(.B/C))--c2c$((6"2"8b9:Bzz|&)(+DHHZ,@,FB(G$&$*   -0.$$S)dCS,234A99; 3 9r:  r)decision_fp_id degrade_metac +j|xsi}0j|ixsi}|jdd}|jddxsd}g}|jdxsgD]8} 2j| } | | js(|j| :.|dz } | jj /$|} |}"|}*r|d} d}| t| d }d}| |d }||jd dk(r!nz}&|||g||}d}| |d }| z}#|||g|||}d}||d }|)rnz}| |z}|%|z}1-d|| d||d||||3j| | jdr| dgnd}|jdd}|dk(r|jd dnd}|jdd}|D cgc]} | j}} id|d|jddd|jddd |d|d|jdgxsgd|jdgxsgdgd |jdxsdgd!d|d"|jd#d!d$|jd%xsdd&|jd'dd(d)d*,j|id+||||d,d-|d.|it|d/t|d||| xsijd0d||xsijd1d||xsijd1d||xsijd2d|3 i}||jd4r|d|d2d5|d6<| N|jd7r=| d0| jd8d| jd2d| jddd9|d:<||jd;r|d1|d2d<|d=<||jd>r|d1|dd?|d@<|r|j|'|||(||||||fS#t t f$r5tjd|3j|||,dd } | dgfcYSwxYwcc} w)AuRender one bg via the direct-plate (text_only + prior-bg) path and build its group entry. Shared by the surface-role direct-plate lane and the TASK3-B missing-shot_aware_plan fallback. Returns ``(entry, png_path, source_bg_stems)`` — ``png_path`` is '' when the render did not succeed (failed / rejected path); the caller owns ``rendered_paths`` registration, catalog growth, ``ingestion_counter`` and ``failed``. ``mode_label`` stamps ``shot_aware_plan_mode`` + ``reference_decision.mode``; ``degrade_meta`` (optional) is merged into the entry for visible graceful-degradation marking. rQr"r r>NrUrVr\rWrQrVrnrqr/r}r8r#rBrArar=rrrbrcrdr6r7r9 max_attemptsr$r&same_place_anchor_pathaerial_ref_pathrer>r}rfr7r1rYr~r<rr{rRrr|rXrFrrZrgr[rhr]rSr^Fr9rrr r. source_bg_idseffective_render_promptshot_aware_plan_moder_r.r9r r.r6r7r1r#r$r%r&r'r(r)r*aerial_ref_attachedr<r aerial_refbuilding_fp_attachedindoor_loc_sidr.r[rrbuilding_fp_refbuilding_anchor_attachedrCrbuilding_anchor_refsame_place_anchor_attachedrCr<same_loc_anchor_ref)rr3r4rirjrkrlrr/rrr$r5r!r:r)4rQ mode_labelrJrKrVrnrQr r7rpr8rdrejectedbfpeffective_promptrCbfp_pathr* sp_anchorsp_anchor_pathrU anchor_pathr r}r8r1source_bg_stemsrrrrrrrrIr)rr1r+rr!rr(rMrqrrrsrtrurErrs4 r_render_direct_platezMBackgroundRenderStep._run_shot_aware_plan_queue.._render_direct_plate+s8$<<$*D&??339rL%)),;J88NB7=2L)+Nxx06B6"&&s+=QXXZ"))!,7 !cU$</H (  "../AB$#4(C) !&F&,'+HJ0*.K!$Vn #3zz&)V3'-$/ (TKC.C(CEI-1N$!*6!2$'@@! *TH~HxHHJF+/K!$Vn #3?#A$ $'AA!!#>t#DD )$4'!- !)%0'5 +$($=$=$?377=+A'(+D0XXh1F39T>txx B/rHxx K8H/=>~!qvv~O>(&(txx"5( ."!=(H ( j ( |// rBHb (DHH%7<B("(dhh7?B4C(H("488J#:()= > D"( -!<("5()*;*?*?R*H( %&$0+%4 '!(,*+;-(.' /(2).3(4-.O( #1%$'I2??7B#?%-+1&C # B 7#&77="#= ,'( !dhh/I&J%+7O &z 20+,$2N)O%.g$6'10+, \* %c4 : dH 5(O3 3Y( ( JC ::!-&76* ; R'' (H?s0P5-Q<5AQ98Q9c D]c}|vr|d\}}}| |<|jddk(r0|r.t| |<j|d|dd| dd dz _dz ey) uNdirect-plate lane — fp 없는 non-interior surface bg 렌더. W-K OFF: 기존 위치(fp lane 앞)에서 즉시 실행(byte-identical). W-K ON: fp lane **뒤**로 재배열 — 외부 establishing(fp lane 의 outdoor)이 먼저 렌더되어 loc/그룹 anchor 의 기준이 되도록. surface_role_direct_plate)rdr}r7r"Nr9r.r8r node_indexrSingestion_order source_kindr)rrr4) rQrr8rlrm_stage_chain_handledrdirect_plate_bidsrfringestion_counterrs r_run_direct_plate_lanezOBackgroundRenderStep._run_shot_aware_plan_queue.._run_direct_plate_lanes)..3G$?40x#( 399X&$.8*.x.N3' ''!$!#$, ;&*)8+<'B ) &*%aKF-)rcjt|jdxsd}|r"t|xsijdxsdSdS)Nr<r"rr0)rVr&rFs r_chain_gid_forzGBackgroundRenderStep._run_shot_aware_plan_queue.._chain_gid_for% sJ$((TXXh-?-E2)FGADsCI2??:6<"=L"Lrr9 render_actionrender_new_platenode)rQrBr.r|directlabelsummaryrSr>rQ)r9location_labellocation_summaryr rS depends_onrQ)call_structuredplate_order_group)extra_metadata)r candidatescall_structured_fnr# opik_metadatauTbackground_render: plate order 결정 실패 group=%s — 구조 순서 fallback: %sfallback_structural)rN order_source first_reasonr/rNz._is_mixed_outdoor_loc so&**a.B33H=CDF4!%% .4k*e355rc|rdSdS)Nrrr )rrs rzABackgroundRenderStep._run_shot_aware_plan_queue.. s#8#;aBBr)keyc:tfd|dDrdSdS)Nc3.K|] }|ywNr )rrrs rrzTBackgroundRenderStep._run_shot_aware_plan_queue.... s(=6;)!,esrr)any)kvrs rrzABackgroundRenderStep._run_shot_aware_plan_queue.. s,C(=68e(=%=q DBC Drr)#CAMERA_LOOKAT_NOT_APPLICABLE_REASON shot_aware_bg_render_plan_statusnot_applicablenot_applicable_reason_codez(shot_aware_plan: plan missing for fp_id=z6shot_aware_plan: camera geometry not plannable (fp_id=z reason_code=u) — direct-plate routez2shot_aware_plan: plan not production_clear (fp_id=z status=z production_clear=production_clear)z7background_render shot_aware_plan gate failed fp=%s: %scamera_geometry_direct_plate)render_degradedfallback_reason source_fp_id)rdrJrK) r9r.rr8rrqrSrrrs"missing_plan_direct_plate_fallbackshot_aware_plan_missing)rr missing_fp_idz=background_render shot_aware_plan node order failed fp=%s: %szshot_aware_plan: bg_id=z# missing from plan graph for fp_id=reuse_existing_platereuse_target_bg_idzshot_aware_plan: reuse target z has no rendered platereuse_target_missingreused_from_bg_idrqr reused_plate selected_refs)rrzrrr`)r^r9rrrUrr_shot_aware_plan_reuseneeds_new_plateref_tree_parentsref_role_per_parentz3substrate_requires_schema9_plan_fields: node bg_id=z missing/malformed u` — re-run shot_aware_bg_render_plan (SCHEMA_VERSION>=9) before enabling the substrate consumerz;background_render shot_aware_plan decision failed bg=%s: %s) plan_noder. fp_png_by_fprendered_plate_png_by_bgr6ordered_prior_bg_paths) node_classr1rmissing_parent_bg_idsordered_parent_bg_idsr0z,shot_aware_plan: reference path unresolved: )rQrVrnrqr/r)rQrVrnrqr/r}rrNrV)rrrTrrrUrr_rZr[r\r]r^r_r`rarbrcsubstrate_decisionr)rQrGrrG)rVDict[str, Any]rzOptional[Dict[str, str]])rQrGrVrr8rGrNone)rQrGrVrr%zList[Optional[Path]]rOptional[Dict[str, Any]])rVrrr)rVrrrG)rVrrr) rQrGrdrGrJrGrKrrz%Tuple[Dict[str, Any], str, List[str]])rr)rrGrr)RrrrrrrrrrErrrrrrrr0app.modules.pipeline.background_render_substrater1app.modules.pipeline.shot_aware_bg_render_adapterrrrrrrrr_rr4rrIr2rrr rKrLrrr`rGrre fullmatchrrrrrirjrkrlr/rrrar3rJrapp.modules.llm.llm_clientrr#build_opik_metadatar enumeraterr$r:r!to_dictrrqrr.app.modules.pipeline.shot_aware_bg_render_planrrHrreference_paths fp_includedrS)rrMrurrqr{rOrNrsrtrrr|r}r~rrrrrrrrrrrrrrrr renderable_set bgs_by_fprQrVdeps_fpr rn _aerial_ctxr2_seed_cp_bgc_cpr _aerial_diag_wl_locs_b_bids _wl_groups_locr_gid_g _grp_locs_fn_gidr aerial_outr_l _fp_ref_path_p _ctx_hash_prior _prior_ver _prior_ctxr rwry _chain_cands _chain_seen_c_fp_id_c_bids_c_plan_c_nodes _c_bid_set_c_node_c_bid_c_gidcandsrcand_ids cand_by_bid cand_id_set _order_cands_o_spec_o_ctxdr _order_resr_c_order_g_diag_chain_ok_paths _last_ok_bid_c_idxcandrQrCdecisionr8 _prev_bid _prev_source_dep _prev_pathrdrg_priorsr}r8ref_used_auditr fp_lane_itemsmissing_plan_fallbackr. fp_bg_idsr@rcamera_geometry_narrlnodesn plan_bg_ids base_fp_strrr|rz target_id target_pathtarget_path_str ref_audit substrate_onfr7missing_fieldsrsubr6r7r ref_path_objs missing_refsr*rfrhrirjrUrkrrrrrrrrFrIrrrr)rr1rrr r+rrr!rmrGrtrrrHr(rrurfrrvrErrrs``` ` ``` `` @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@rrz/BackgroundRenderStep._run_shot_aware_plan_queues1(V -        13 *,-/ "' 5u#>?'-2)/R  Z +- ')C.(<<$*Dhh/52G#xxH[O #XX%,,S1*sB7=2 "&"A"A!-&7D #B# 3!   R 0 7 7 <),).B  H? GI  /4 HCU KM  H? GI HA5 IK4:688:  * 69    <  * 69   ,, G, G , G!5, G& , G, G\ E E  E!5 E& E ED +  0g 8%AB(.B 579; @%I J ( 55,.445JK%:n"))&"5;@@ "(%'m((4:??)+1.0 &" &KKS./12 /:O  kEH' b)/R44X>D"EG(#))+BLLX\\"-388BHbIK ,57Jx(!ood+cggk2%?377:.4"5**4"S1IJ6 !!$')z*'1$'7'?  &u- << 2D9"G.!HOO G,%..7ik#2%??GNN<=A7L'77)4)@@ &&(445GH77=)'&??2.!,!4B!(04 >c"&&"4":;B?b~~g6<"=  16B;;DAGR ,@BC} 5 ;<*?(1 $Y&)#'',*?*E2&F *L&-"( 8! !9!?R@'%1"&&"7RVVM234=A 88H%-$((:2F'(,Z(8&+(,.r*(#'$($4"',0 HH%78-:ACC} 5 ;<$(HHZ$;'+xx r'B*- HH%56<"+>(1 $Y&)#'',*?*E2&F*L& KK&'+Y\8JL #+"',0 HH%78-:$(HHZ$;!$ HH%9:@b"BBF3"H $Y&)#'',*?*E2&F *L&NNDdhh';<>S+\" P#%59 K 4K 4K 4 K 4 3 K 4 3 K 4K 4K 4K 4Z  V%(E f M =?L"uK%.__%6!'&**84/8,W5H!\ 'G$[[1F&vs3%!7!3![0 {{');+,!+HLL,@,FBGF! OOF+ ++FB7>>%v!)7@% (&7>,[(' V(<(BC'''3::!8b <,!.$V,.34eAeHe449:Eqqx{E :!(m 57 A&ll1U84:G(__GKK17R8:@=? ''!"5*-fjj.A.GR*H,/ 90E0K,L(+#KK7=2)?'*7;;}+E+K'L(/ O(D(J(J'(J! 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L)--l;ArHHJ;O'K+-373L16* <8x+0 3 99X.$6826x.N3/(//),)+,4(L.21@3D/S 1 .2-"aKF &*&E&E!%1*;$ 'F'JsOaKFo%p %d+*AaeeGnc2quuW~g  !+%||C(.B*sB7=2 "&"A"A!-&71#9005y: #B # 3! !"*6)9)9%)@)HDK&(Ghhw'!#s+3n, .. ||C(.B*sB7=2 )--lB? !%:L M  $:: $)= > D"I"0"4"4Y"?K"*${2C2J2J2L!% ? ? #!%)5.?"@#,-/E!G$:!@ !-1j)1Go.6?235>12>Bhh(?:;9=8H45*/ 3!  &)+&6O $)= > D"I,' $,'"D,'()?,'-i ,' ,Y ,' &txx"'= ,'(.")E,'#O,'%j,'&|'7'7 r'J'Pb,'#DHH-?$D$J,'!",'$Y,'#N,' *1!,'"'#,'$(-)D%,'&,12C2G2G3%)HHV$4-C2;-6]] /. /7;hh|6L040@+/ HH%67=2,>&+(,04_0E/F)7 K,'JsO`+/*?N3'#2GCL ''!$!&$3 $ 0&*hh|&<*3+<'> ) &*%#H$H$HI  /'1B(CTJL/'1C(DdKM2'1F(GNP ( &(ea"$(# &&*.*I*I #!%)5.?!..1W4G#1"23+!, +J + 3!  3!#(3 ' 8D3C(23(> H:@D"3"&#&+[%918 C14IS^,D*--E)F2)FAQ)F#2,*,a3q6 ,'*7?6N6N$O6NT!W6NM$O(5$(51QXXZA !$$*.*I*I #!%)5.?"N#/.!2+3*:*:*<+J + 3!  ++"/"2)+"&)6$#d|3$$&223EF&66C!%T*.2 %"(.K"G'7zz&)V3'-(/$'t,f0C+/?#C O4H, 'ENEHEG 26(%.v%6N(+DD% . 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Phase 5 ``background_chain_render_step._register_chain_bg_image_assets`` 패턴 미러. variant_index는 loc_id 단위 1+ counter (v00은 floor_plan). deterministic을 위해 ``order`` (master_plan gen_order에서 파생) 순서 대로 counter 증분. match key (application-level): (project_id, episode_id, asset_type, entity_id, variant_type=bg_id). W-L: ``location_aerials`` (loc별 aerial 진단, status=='ok' 만 대상)가 주어지면 aerial PNG 를 ImageAsset(asset_type='location_aerial', variant_type='aerial_') 로 먼저 UPSERT 하고, ``aerial_ref`` 구조 필드를 가진 bg row 의 input_image_ids **1순위** 를 loc 의 floor_plan UUID 대신 aerial UUID 로 교체한다(실제 첨부 SOT 정합 — 야외 bg 는 fp ref 가 의도적으로 제외됨). None(default) = 기존 경로 byte-identical. rr) EntityCanonrlocationuFbackground_render: no location EntityCanon — skip ImageAsset DB syncN1background_render_record_prior_bg_lineage_enabledFr}r7r8r~r"rr4r8u@background_render: aerial group %s has no canon — skip DB syncr6location_aerial)rrr entity_idrr? generatedrarC)rrrrr" variant_indexr]r file_pathr?generation_modelr} is_primary created_atrr;r<rr:)rr4r8r;r<rr:) pipeline_roleinput_image_idspipeline_metadataru=background_render: bg %s loc %s has no canon — skip DB syncr]r02drRshot_id guide_textguide[z]  chain_bgrTrQ)rrrrr"r$r]r t2i_guider%r?r&r}r'r(rYr<zlocation_aerial:r]c3&K|] }|s| ywrr )rrks rrz>BackgroundRenderStep._register_image_assets..^s,:3aq3sryr^z floor_plan:)r)r+r_r/r1rrcrCsame_loc_anchorr`building_anchorr=)rd:zNbackground_render: registered %d ImageAssets (chain_bg + %d location_aerial)%sz (star anchor lineage: r)@rrrrrrrrr entity_typershort_idrrrrrrrnowrutc isoformatrrparentrLrrGrjrk filter_byrfirstr%r?r}r&uuiduuid4r`rrorder_byr'descr(r"rrr4joinr$r]r3rafromkeysrrrmrIcommitr rK)VrrtrNrzrrrcanonsrcanon_id_by_shortlocation_countervariant_idx_by_bg _star_enabled_star_uuid_by_bgid _star_pendingrQr loc_shortnext_idxr; projects_root registered_aerial_uuid_by_locr_aerk_ae_locs_canon_cand_rel_vt_row _is_new_row_pu_ae_fp _ae_cachedr_fp_id_by_canon_fpr9 png_path_strcanon_id rel_png_pathr$r]rR guide_linessgsidr/t2i_guide_textr'prompt_used_value_bg_row _fp_id_for_bg _aerial_loc_p1_unresolved _first_uuid _bfp_uuid _base_iids_lin _prior_idsr_bs_reuse _row_anchors_sp_bgid _anchor_bgid_tupr8_needed_a _resolverr_missing_aid_fp_uuid_row_bfp_pre_unresolved_iids_meta_u_kind_abgid _anchor_uuidsV rrz+BackgroundRenderStep._register_image_assets& s 0 -> GGMM+ & V&&$//9'':5SU '-- &, AJJ f - ! NNX  ,.,. W I5RS 79  C**S/'RCwwx D( 0C r28bI'++Iq9H%- c "*2Q, Y 'll8<<(224X223::  /1,288:;D#)r..t4:Cwwx D( 0C),)>B)>E)>11A)>HEFsww|4:;#**51"8CTYY{3N j)##)&!&  $1277<,  %1"'8$)6&)6&%3"&'#"-,D)"$4::<(##)&"/"/!&,* 1%=& "" G$,//9M &,"11(;ArCK(*N155kB ""))*<{*JK+ *+1r66}EKMIdmm,:'3,::;J(+>$.*-n=/3 )+>':&;)CM9:'=)0 u %ww;<B)+ 88N39r9Bb'Cse|:0E"))#.:((:..@79 WW239r>>~N ''):H(EF"WW239r>>~N    ''):L(IJ"(( +z6"L.BC !OJOZ ++dT!WWm  mHmdQ1mH HG267I2JI#*A7aay.@7HAGGMM*"9"9:==IV"--@"--@"--;"//33H=  SUC.1$i #c(+4A0(J:)6 C u*B$$%8"=DDRH* &2ME6#,==#8L# E(A 6% 6 6)(()%*]d&+-4A8  GGNN  KK4'(DQ*3}+=*>a@WY   E - vF ,3z?+ ,Z ,+  ,vIAsT0r)r)r. r. /r3*#s>s#s)  s0s03s s s s ct|}|xsijdixsijdixsi}|xsijdixsijdixsi}t}g}|jD]}t |t r|jddk7r(|jdxsi} | jdxsgD]s} | jd} | r|j | s(| |vr-|j| ijddk7rR|j| |j| u|S)u``_execute`` 와 동일한 필터로 렌더 대상 bg_id 리스트 산출 (helper). Codex I2 fix: verify_completion 의 expected 가 _execute 와 비대칭이면 prompt 실패 / duplicate / unsafe bg_id 를 expected에 포함해 false partial 이 발생한다. 이 helper로 양 sites 산출 로직을 통일한다. 필터: `_select_bg_id_filter(plans_cp)` (D6 marker → BG_ID_RE / legacy → `_LEGACY_SAFE_BG_RE`) + first-wins(중복 bg_id) + prompt status=='ok'. rr4r5r}r7r@r9) rrr_rrrrr`r4) rrrrrruseenexpectedrr@rrQs r_compute_expected_bg_idsz-BackgroundRenderStep._compute_expected_bg_idss?,H5 n"))&"5;@@"MSQS "(b--fb9?RDD]TVW][]  %%'EeT*eii.AT.I99V$*Dhh}-33ffWo,"4"4S"9$;??3+//9TA $4 (rcd|jd}t|}|xsijdixsijdixsi}g}|jD]P\}}t |t s|r|j |s+|jddk7r@|j|R|S)uupstream cp 부재 시 자기 cp(background_render.data.groups)에서 expected 복구. Codex I1 fix: master_plan cp 가 손상/누락된 채 step_run.status='completed'면 자기 cp의 그룹 정보가 마지막 ground truth. 자기 cp도 없으면 noop이라 호출자가 빈 리스트를 보고 clean 반환하면 된다. D6: 자기 cp 의 bg_id 들도 marker-gated 검증. own_cp 가 D6 marker (bg_catalog_hash) 가지면 BG_ID_RE strict. ryrrtr}r7)rrrrJrrrr4)rown_cprrtrrQgress r_expected_bg_ids_from_self_cpz2BackgroundRenderStep._expected_bg_ids_from_self_cps++,?@ ,F3 |j*z dz |j,z dz dz }g}|j7r@t;|jAdDchc]}|jB| vr |jBc}}|| k(rd}n |dk(rd}nd}g}|r(|jEt!|d| d|d|dd|dk7rtjd|| |||ddt;| }|}t!|dkDxst!|dkD}|jd }|xsijGd!ixsijGd"ixsi}g}g} i}!| D]}"|jG|"xsi}#t|#jGd#xs|#jGd$d%k(}$|$r=| jE|"|#jGd&xs|#jGd'xsd|!|"<|jE|"g}%d}&| D]8}"|!jG|"xsd}'|"|vr |'r |'|vr|&d(z }&(|%jE|":t;|%}(||dk(xr|% ||| ||t!|t!| |&|(ddt;| ddt;| D)chc]})|!jG|)r|!|)c})ddt!| |ddt!|t!||dd|d)*Scc}wcc})w)+u9chain_bg 산출물 무결성 검증 (Phase 7 background_render). expected 산출 우선순위: 1. master_plan + background_prompt cp 가 모두 있으면 ``_execute`` 와 동일 필터(`_select_bg_id_filter(plans_cp)` + first-wins + prompt ok)로 expected 빌드. 2. 둘 중 하나라도 부재하면 자기 cp(`background_render.data.groups`)의 ``status=='ok'`` bg_id 로 fallback (Codex I1). 3. 자기 cp 마저 없으면 noop 으로 인정해 clean 반환. actual = ``ImageAsset(asset_type='chain_bg', variant_type IN expected)`` + 파일 stat(cwd 독립 ``resolve_image_path``). background_mode off면 step 자체가 noop → 항상 clean. cleanup_artifacts override 안 함 → default noop (사용자 caveat). rrrCompletionReportr>r&r'off)r#r0r1phase7_master_planu^[VERIFY] background_render: upstream cp 부재 (master_plan=%s prompt=%s) → self_cp fallbackself_cp_fallback_emptyr2r"rrGrHz*.pngcleanmissingpartialz# chain_bg images missing (expected=z, found=z): NzO[VERIFY] background_render: path=%s expected=%d found=%d severity=%s missing=%s 2ryrrtrrzrrrr)chain_bg_expectedchain_bg_foundr#expected_new_render_countexpected_reuse_countvalid_reuse_countmissing_reuse_targetsreuse_alias_bg_idsreuse_target_bg_idschain_bg_extra_asset_rowschain_bg_extra_asset_bg_ids$chain_bg_extra_asset_rows_with_fileschain_bg_extra_file_countchain_bg_extra_file_bg_idschain_bg_extra_overflow is_completerseveritymetadata)$rrrr app.core.integrity_reportrrrr_verify_clean_reportrrrrrrrKr_rrrrrrrrr%r3r`rLrrglobr5r4r)*rrr rrrr path_labelexpected_bg_idsr expected_setrows bgs_with_fileextra_asset_bg_idsextra_asset_bg_ids_with_filesrr9r8has_file found_setfound missing_bgsrsextra_file_bg_idsr missing_msgsextra_asset_bg_ids_sortedextra_file_bg_ids_sortedrr own_groupsexpected_new_renderexpected_reusereuse_target_by_bgrQrurr valid_reusetgtmissing_reuse_targets_sortedrs* rverify_completionz&BackgroundRenderStep.verify_completions" -:>1  # #+H H,,%,8 8--.FG//0CD )  ";;HjQO NN'XZ 0  #@@BO+J' q=,,*x2G,H H?+ GGMM* % V%%8%%8%%3 SU #&% '*u25%%ANN(bE"1;;/AA,!((*-H $!%%e,"&&u-155e<"L0 I\I56  && 'oo  oo    !  ! (*     & )w 7( 7166- 7(!  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