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Single_Posture_ko.json

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생성 모델 설정","properties":{"cnr_id":"comfy-core","ver":"0.3.65","Node name for S&R":"KSampler"},"widgets_values":[501308820819644,"randomize",30,7,"euler_ancestral","karras",1],"color":"#322","bgcolor":"#533"},{"id":511,"type":"Note","pos":[4365.495230148616,765.5400783066109],"size":[289.4764404296875,98.72884368896484],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[],"title":"비고/참고 사항","properties":{},"widgets_values":["• 기본 매개변수는 waiNSFWIllustrious_v150의 설정에 따릅니다\n• 시드: 인물 안정성을 유지해야 할 때, 'Fixed' 로 변경하십시오\n• 샘플러, 스케줄러: 이미지 생성 스타일에 영향을 미치므로, 현재 스타일이 마음에 들지 않으면 조정할 수 있습니다"],"color":"#322","bgcolor":"#533"},{"id":553,"type":"Note","pos":[4691.603200949492,766.9263440752627],"size":[267.4271545410156,97.55703735351562],"flags":{},"order":3,"mode":0,"inputs":[],"outputs":[],"title":"비고/참고 사항","properties":{},"widgets_values":["• 기본 매개변수는 waiNSFWIllustrious_v150의 설정에 따릅니다\n• 시드: 인물 안정성을 유지해야 할 때, 'Fixed' 로 변경하십시오\n• 샘플러, 스케줄러: 이미지 생성 스타일에 영향을 미치므로, 현재 스타일이 마음에 들지 않으면 조정할 수 있습니다"],"color":"#322","bgcolor":"#533"},{"id":809,"type":"Note","pos":[5868.581561218039,770.3175326298314],"size":[334.8277282714844,96.24404907226562],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[],"title":"비고/참고 사항","properties":{},"widgets_values":["• 기본적으로 **비활성화**되어 있습니다. 보라색 **노드**를 마우스 오른쪽 버튼으로 클릭하고 `우회(bypass)`를 선택하여 **활성화**하십시오\n• 활성화되면, 가져온 이미지 속 캐릭터의 얼굴을 기반으로 새 이미지를 생성하여 동일한 캐릭터를 만듭니다\n• 동시에, 캐릭터 프롬프트는 동일해야 합니다\n• 만약 참조 이미지를 가져오지 않으면, 시스템 오류로 인해 **이미지를 생성할 수 없습니다.**\n• weight, end_at: 가중치가 높을수록 일관성은 좋아지지만, 모방(트레이싱)의 정도가 강해집니다"],"color":"#432","bgcolor":"#653"},{"id":17,"type":"YANC.MultilineString","pos":[4142.66064453125,2994.78857421875],"size":[580,280],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[873]}],"title":"🎲 감정/동작 랜덤 풀 (무작위 프롬프트 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S&R":"SaveImage"},"widgets_values":["ComfyUI"],"color":"#323","bgcolor":"#535"},{"id":548,"type":"LoraLoader","pos":[5393.2881449632505,894.0926076915237],"size":[421.3982080281894,126],"flags":{},"order":38,"mode":4,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":334},{"localized_name":"clip","name":"clip","type":"CLIP","link":335},{"localized_name":"lora_name","name":"lora_name","type":"COMBO","widget":{"name":"lora_name"}},{"localized_name":"strength_model","name":"strength_model","type":"FLOAT","widget":{"name":"strength_model"}},{"localized_name":"strength_clip","name":"strength_clip","type":"FLOAT","widget":{"name":"strength_clip"}}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","slot_index":0,"links":[302]},{"localized_name":"CLIP","name":"CLIP","type":"CLIP","slot_index":1,"links":[303]}],"title":"LoRA 모델 1","properties":{"cnr_id":"comfy-core","ver":"0.3.65","Node name for S&R":"LoraLoader"},"widgets_values":["",1,1],"color":"#432","bgcolor":"#653"},{"id":549,"type":"LoraLoader","pos":[5393.2881449632505,1056.876034648698],"size":[422.97017730184325,126],"flags":{},"order":46,"mode":4,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":302},{"localized_name":"clip","name":"clip","type":"CLIP","link":303},{"localized_name":"lora_name","name":"lora_name","type":"COMBO","widget":{"name":"lora_name"}},{"localized_name":"strength_model","name":"strength_model","type":"FLOAT","widget":{"name":"strength_model"}},{"localized_name":"strength_clip","name":"strength_clip","type":"FLOAT","widget":{"name":"strength_clip"}}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","slot_index":0,"links":[304]},{"localized_name":"CLIP","name":"CLIP","type":"CLIP","slot_index":1,"links":[305]}],"title":"LoRA 모델 2","properties":{"cnr_id":"comfy-core","ver":"0.3.65","Node name for S&R":"LoraLoader"},"widgets_values":["",1,1],"color":"#432","bgcolor":"#653"},{"id":10,"type":"YANC.MultilineString","pos":[4142.66064453125,2227.34033203125],"size":[580,200],"flags":{},"order":26,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[656]}],"title":"✅ 긍정 프롬프트","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"StylePrompt","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":["masterpiece, best quality"],"color":"#232","bgcolor":"#353"},{"id":582,"type":"Note","pos":[3796.922446759251,1973.5632010844909],"size":[210,693.850341796875],"flags":{},"order":27,"mode":0,"inputs":[],"outputs":[],"title":"📌 프롬프트 보관함","properties":{},"widgets_values":["교체해야 할 예비 프롬프트를 배치할 수 있습니다"],"color":"#233","bgcolor":"#355"},{"id":18,"type":"YANC.MultilineString","pos":[4142.66064453125,2484.199951171875],"size":[580,260],"flags":{},"order":28,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[664]}],"title":"🚫 부정 프롬프트","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"NegativePrompt","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":["bad quality, worst quality, worst detail"],"color":"#232","bgcolor":"#353"},{"id":12,"type":"YANC.MultilineString","pos":[5187.13232421875,2227.34033203125],"size":[739.16943359375,680.1710815429688],"flags":{},"order":29,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[843]}],"title":"👤 캐릭터 프롬프트 (순서는 왼쪽 이름과 일치해야 함)","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"CharacterPrompts","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":11,"type":"YANC.MultilineString","pos":[4864.658203125,2227.34033203125],"size":[304.1833801269531,676.0800170898438],"flags":{},"order":30,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[842]}],"title":"👤 캐릭터 이름","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"Characters","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":13,"type":"YANC.MultilineString","pos":[6005.70458984375,2227.34033203125],"size":[293.6859436035156,680.3911743164062],"flags":{},"order":31,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[844]}],"title":"👗 의상 이름 목록","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"OutfitNames","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":14,"type":"YANC.MultilineString","pos":[6313.9150390625,2227.34033203125],"size":[739.0233154296875,680.6255493164062],"flags":{},"order":32,"mode":0,"inputs":[{"localized_name":"string","name":"string","type":"STRING","widget":{"name":"string"}}],"outputs":[{"localized_name":"STRING","name":"STRING","type":"STRING","slot_index":0,"links":[845]}],"title":"👗 의상 프롬프트 (순서는 왼쪽 이름과 일치해야 함)","properties":{"cnr_id":"comfyui-yanc","ver":"1445232b23f4bd6d5644e850236c042808eb9efa","Node name for S&R":"OutfitPrompts","aux_id":"ka-puna/comfyui-yanc"},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":502,"type":"Note","pos":[8483.68359375,2262.110595703125],"size":[210,362.90765380859375],"flags":{},"order":33,"mode":0,"inputs":[],"outputs":[],"title":"📌 캐릭터 옵션","properties":{},"widgets_values":["1. \n2.\n3."],"color":"#223","bgcolor":"#335"},{"id":540,"type":"Note","pos":[8711.7470703125,2262.110595703125],"size":[210,362.0140686035156],"flags":{},"order":34,"mode":0,"inputs":[],"outputs":[],"title":"📌 의상 옵션","properties":{},"widgets_values":["1. \n2.\n3."],"color":"#223","bgcolor":"#335"},{"id":20,"type":"ImpactInt","pos":[8483.68359375,2140.197265625],"size":[210,80],"flags":{},"order":35,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"}}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","slot_index":0,"links":[867,868]}],"title":"👤 캐릭터 선택기","properties":{"cnr_id":"comfyui-impact-pack","ver":"8.25.1","Node name for S&R":"CharacterSelector","aux_id":"ltdrdata/ComfyUI-Impact-Pack"},"widgets_values":[0],"color":"#223","bgcolor":"#335"},{"id":21,"type":"ImpactInt","pos":[8711.7470703125,2140.197265625],"size":[210,80],"flags":{},"order":36,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"}}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","slot_index":0,"links":[869,870]}],"title":"👗 의상 선택기","properties":{"cnr_id":"comfyui-impact-pack","ver":"8.25.1","Node name for S&R":"OutfitSelector","aux_id":"ltdrdata/ComfyUI-Impact-Pack"},"widgets_values":[0],"color":"#223","bgcolor":"#335"},{"id":22,"type":"ImpactInt","pos":[8935.8076171875,2140.197265625],"size":[210,80],"flags":{},"order":37,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"}}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","slot_index":0,"links":[871,872]}],"title":"😊 감정/동작 선택기","properties":{"cnr_id":"comfyui-impact-pack","ver":"8.25.1","Node name for S&R":"EmotionSelector","aux_id":"ltdrdata/ComfyUI-Impact-Pack"},"widgets_values":[0],"color":"#223","bgcolor":"#335"}],"links":[[40,40,0,50,3,"LATENT"],[302,548,0,549,0,"MODEL"],[303,548,1,549,1,"CLIP"],[304,549,0,550,0,"MODEL"],[305,549,1,550,1,"CLIP"],[320,550,1,555,0,"CLIP"],[334,1,0,548,0,"MODEL"],[335,1,1,548,1,"CLIP"],[386,60,0,565,0,"UPSCALE_MODEL"],[425,50,0,576,0,"LATENT"],[426,576,0,552,3,"LATENT"],[650,805,0,810,0,"STRING"],[651,801,0,625,1,"STRING"],[652,625,0,626,0,"STRING"],[653,803,0,626,1,"STRING"],[654,626,0,627,0,"STRING"],[656,10,0,627,1,"STRING"],[657,555,0,610,0,"CLIP"],[658,627,0,609,1,"STRING"],[664,18,0,610,1,"STRING"],[683,800,0,629,0,"STRING"],[684,802,0,629,1,"STRING"],[685,804,0,630,1,"STRING"],[687,629,0,630,0,"STRING"],[688,630,0,624,0,"STRING"],[689,617,0,624,1,"STRING"],[721,624,0,220,1,"STRING"],[819,609,0,50,1,"CONDITIONING"],[822,609,0,552,1,"CONDITIONING"],[823,610,0,50,2,"CONDITIONING"],[826,610,0,552,2,"CONDITIONING"],[830,1,2,611,1,"VAE"],[831,611,0,565,1,"IMAGE"],[832,565,0,220,0,"IMAGE"],[833,552,0,611,0,"LATENT"],[836,700,0,701,2,"INT"],[842,11,0,800,0,"STRING"],[843,12,0,801,0,"STRING"],[844,13,0,802,0,"STRING"],[845,14,0,803,0,"STRING"],[846,15,0,804,0,"STRING"],[847,16,0,805,0,"STRING"],[861,550,0,807,0,"MODEL"],[862,807,0,808,0,"MODEL"],[863,807,1,808,1,"IPADAPTER"],[864,806,0,808,2,"IMAGE"],[865,808,0,50,0,"MODEL"],[866,808,0,552,0,"MODEL"],[867,20,0,800,2,"INT"],[868,20,0,801,2,"INT"],[869,21,0,802,2,"INT"],[870,21,0,803,2,"INT"],[871,22,0,804,2,"INT"],[872,22,0,805,2,"INT"],[873,17,0,701,0,"STRING"],[874,701,0,810,1,"STRING"],[875,810,0,625,0,"STRING"]],"groups":[{"id":2,"title":"📌 모델 로드 값","bounding":[4034.352294921875,690.9138549804687,307.8123788111707,515.3959392055425],"color":"#A88","font_size":24,"flags":{}},{"id":6,"title":"📌 선택기","bounding":[8473.68359375,1938.91455078125,689.938720703125,2107.04736328125],"color":"#88A","font_size":24,"flags":{}},{"id":7,"title":"📌 블랙 박스","bounding":[6302.54266879757,696.9653445971295,894.2997224201486,981.8541599969329],"color":"#444","font_size":24,"flags":{}},{"id":13,"title":"📌 이미지 생성 모델 설정 값","bounding":[4355.495230148616,691.9401027206734,310.12841796875,584.6402587890625],"color":"#A88","font_size":24,"flags":{}},{"id":17,"title":"📌 확대/정밀 보정 설정","bounding":[4681.603200949492,693.3263684893252,287.42724609375,604.74462890625],"color":"#A88","font_size":24,"flags":{}},{"id":18,"title":"📌 LoRA 설정 (선택 사항)","bounding":[5383.2881449632505,695.3653536264918,443.2602901197315,659.8103246954807],"color":"#b58b2a","font_size":24,"flags":{}},{"id":19,"title":"📌 프롬프트 값","bounding":[4036.716064453125,1940.318115234375,4377.12109375,2108.97509765625],"color":"#8A8","font_size":24,"flags":{}},{"id":20,"title":"📌 이미지 크기, 생성 장수(배치 사이즈) 설정","bounding":[5057.923717434593,695.2932602598474,297.79330328152264,365.8953212006196],"color":"#b58b2a","font_size":24,"flags":{}},{"id":21,"title":"📌 이미지 확대/수정 (선택 사항)","bounding":[5060.887677603601,1076.2838442640973,295.45835116845683,261.6572509765625],"color":"#b58b2a","font_size":24,"flags":{}},{"id":22,"title":"📌 캐릭터 일관성 설정 (선택 사항)","bounding":[5858.581561218039,696.7175570438939,355.241943359375,951.8958740234375],"color":"#b58b2a","font_size":24,"flags":{}}],"config":{},"extra":{"ds":{"scale":0.7364816866080054,"offset":[-7879.877220106133,-1679.6826533094581]}},"version":0.4}

script_ko.sh

@@ -0,0 +1,336 @@
+#!/bin/bash
+set -uo pipefail
+set +H
+
+export PIP_NO_CACHE_DIR=1
+export PIP_DISABLE_PIP_VERSION_CHECK=1
+export GIT_TERMINAL_PROMPT=0
+
+source /venv/main/bin/activate
+COMFYUI_DIR="${WORKSPACE:-/workspace}/ComfyUI"
+if [ -f "/venv/main/bin/python" ]; then
+    PYTHON_BIN="/venv/main/bin/python"
+    PIP_BIN="/venv/main/bin/pip"
+else
+    PYTHON_BIN="python3"
+    PIP_BIN="pip3"
+fi
+
+APT_PACKAGES=(
+    "aria2"
+)
+PIP_PACKAGES=(
+)
+NODES=(
+    "https://github.com/ltdrdata/ComfyUI-Impact-Pack.git"
+    "https://github.com/ltdrdata/ComfyUI-Impact-Subpack.git"
+    "https://github.com/cubiq/ComfyUI_IPAdapter_plus.git"
+    "https://github.com/ka-puna/comfyui-yanc.git"
+)
+CHECKPOINT_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/checkpoints/waiNSFWIllustrious_v150.safetensors"
+)
+CLIP_VISION_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/clip_vision/CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors"
+)
+IPADAPTER_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ipadapter/ip-adapter-plus-face_sdxl_vit-h.safetensors"
+)
+ESRGAN_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/upscale_models/RealESRGAN_x4plus_anime_6B.pth"
+)
+WORKFLOWS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/Single_Posture_TC.json"
+)
+
+log_info() { echo "--> $1"; }
+log_warn() { echo "    ⚠️  $1"; }
+log_error() { echo "    ❌ $1"; }
+log_success() { echo "    ✅ $1"; }
+log_step() { echo ""; echo "=== [Step $1] $2 ==="; }
+
+package_installed() {
+    $PYTHON_BIN -c "import $1" 2>/dev/null && return 0 || return 1
+}
+
+filter_requirements() {
+    local req_file="$1"
+    local tmp_file="${req_file}.filtered"
+    > "$tmp_file"
+    while IFS= read -r line; do
+        [[ -z "$line" || "$line" =~ ^# ]] && continue
+        local pkg_name
+        pkg_name=$(echo "$line" | sed 's/[<>=!].*//' | xargs)
+        if [[ -z "$pkg_name" ]]; then continue; fi
+        local module_name="${pkg_name//-/_}"
+        if package_installed "$module_name"; then
+            log_info "설치된 패키지 건너뛰기: $pkg_name"
+        else
+            echo "$line" >> "$tmp_file"
+        fi
+    done < "$req_file"
+    if [ -s "$tmp_file" ]; then
+        mv "$tmp_file" "$req_file"
+        return 0
+    else
+        rm -f "$tmp_file"
+        log_info "모든 패키지가 이미 설치되었습니다"
+        return 1
+    fi
+}
+
+provisioning_has_valid_hf_token() {
+    [[ -n "${HF_TOKEN:-}" ]] || return 1
+    local response
+    response=$(curl -o /dev/null -s -w "%{http_code}" -X GET "https://huggingface.co/api/whoami-v2" -H "Authorization: Bearer $HF_TOKEN" -H "Content-Type: application/json")
+    [ "$response" -eq 200 ]
+}
+
+provisioning_has_valid_civitai_token() {
+    [[ -n "${CIVITAI_TOKEN:-}" ]] || return 1
+    local response
+    response=$(curl -o /dev/null -s -w "%{http_code}" -X GET "https://civitai.com/api/v1/models?hidden=1&limit=1" -H "Authorization: Bearer $CIVITAI_TOKEN" -H "Content-Type: application/json")
+    [ "$response" -eq 200 ]
+}
+
+install_node() {
+    local repo_url="$1"
+    local repo_name
+    repo_name=$(basename "$repo_url" .git)
+    local install_path="${COMFYUI_DIR}/custom_nodes/${repo_name}"
+
+    if [ -d "$install_path" ]; then
+        if [[ "${AUTO_UPDATE:-true}" != "false" ]]; then
+            log_info "노드 업데이트: $repo_name"
+            (cd "$install_path" && git pull -q 2>&1 | grep -v "Already up to date" || true)
+        else
+            log_info "'$repo_name'이(가) 이미 존재합니다. 건너뜁니다"
+            return
+        fi
+    else
+        log_info "노드 복제: $repo_name"
+        git clone --depth 1 --single-branch "$repo_url" "$install_path" -q 2>&1 || true
+    fi
+
+    if [ -f "$install_path/requirements.txt" ]; then
+        log_info "$repo_name의 종속성 처리 중..."
+        sed -i -e '/^torch/d' -e '/^sam2/d' "$install_path/requirements.txt" 2>/dev/null || true
+        if filter_requirements "$install_path/requirements.txt"; then
+            log_info "$repo_name의 새로운 종속성 설치 중..."
+            $PIP_BIN install -q --no-cache-dir -r "$install_path/requirements.txt" 2>&1 | grep -v "Requirement already satisfied" || log_warn "일부 종속성 설치 실패"
+        fi
+    fi
+
+    if [ -f "$install_path/install.py" ]; then
+        log_info "$repo_name의 설치 스크립트 실행 중..."
+        $PYTHON_BIN "$install_path/install.py" 2>&1 || log_warn "설치 스크립트 실행 실패"
+    fi
+}
+
+download_file() {
+    local dest_path="$1"
+    local url="$2"
+    local filename
+    filename=$(basename "$dest_path")
+    local tmp_path="${dest_path}.tmp"
+
+    mkdir -p "$(dirname "$dest_path")"
+    if [ -s "$dest_path" ]; then
+        log_info "파일 '$filename'이(가) 이미 존재하고 완전합니다. 다운로드를 건너뜁니다"
+        return 0
+    fi
+
+    log_info "다운로드: $filename"
+    local max_retries=3
+    local attempt=0
+    local auth_header=""
+    local success=1
+
+    if [[ "$url" =~ huggingface\.co ]] && provisioning_has_valid_hf_token; then
+        auth_header="Authorization: Bearer $HF_TOKEN"
+        log_info "HuggingFace 토큰 사용"
+    elif [[ "$url" =~ civitai\.com ]] && provisioning_has_valid_civitai_token; then
+        auth_header="Authorization: Bearer $CIVITAI_TOKEN"
+        log_info "CivitAI 토큰 사용"
+    fi
+
+    while [ "$attempt" -lt "$max_retries" ]; do
+        attempt=$((attempt + 1))
+        [ "$attempt" -gt 1 ] && sleep 10
+        if command -v aria2c >/dev/null 2>&1; then
+            log_info "aria2c (3 스레드)로 다운로드: $filename (시도 $attempt/$max_retries)"
+            local aria_opts=(--console-log-level=error -c -x 3 -s 3 -k 1M --max-connection-per-server=3 --max-tries=3 --retry-wait=5 --timeout=180 --file-allocation=falloc --auto-file-renaming=false -d "$(dirname "$dest_path")" -o "${filename}.tmp")
+            [[ -n "$auth_header" ]] && aria_opts+=(--header="$auth_header")
+            aria2c "${aria_opts[@]}" "$url"
+            if [ $? -eq 0 ]; then success=0; break; fi
+        else
+            log_info "wget으로 다운로드: $filename (시도 $attempt/$max_retries)"
+            local wget_opts=(-O "$tmp_path" -c --timeout=60 --tries=3 --content-disposition --show-progress)
+            [[ -n "$auth_header" ]] && wget_opts+=(--header="$auth_header")
+            wget "${wget_opts[@]}" "$url"
+            if [ $? -eq 0 ]; then success=0; break; fi
+        fi
+    done
+
+    if [ "$success" -eq 0 ] && [ -s "$tmp_path" ]; then
+        mv "$tmp_path" "$dest_path"
+        log_success "다운로드 완료: $filename"
+        return 0
+    else
+        log_error "다운로드 실패: $filename"
+        rm -f "$tmp_path"
+        return 1
+    fi
+}
+
+download_to_directory() {
+    local dest_dir="$1"; shift; local urls=("$@")
+    if [ ${#urls[@]} -eq 0 ]; then return 0; fi
+    mkdir -p "$dest_dir"
+    log_info "${#urls[@]}개의 파일을 $dest_dir(으)로 다운로드 중"
+    local MAX_PARALLEL=3
+    for url in "${urls[@]}"; do
+        while [ $(jobs -r | wc -l) -ge $MAX_PARALLEL ]; do sleep 1; done
+        local filename
+        filename=$(basename "$url" | sed 's/?.*//')
+        download_file "${dest_dir}/${filename}" "$url" &
+    done
+    wait
+}
+
+verify_and_retry_downloads() {
+    local dest_dir="$1"; shift; local urls=("$@")
+    if [ ${#urls[@]} -eq 0 ]; then return 0; fi
+    log_info "$dest_dir의 파일 확인 중..."
+    local missing_files=()
+    for url in "${urls[@]}"; do
+        local filename
+        filename=$(basename "$url" | sed 's/?.*//')
+        local dest_path="${dest_dir}/${filename}"
+        if [ ! -s "$dest_path" ]; then
+            log_warn "파일 누락 또는 불완전: $filename"
+            missing_files+=("$url")
+        fi
+    done
+    if [ ${#missing_files[@]} -gt 0 ]; then
+        log_warn "${#missing_files[@]}개의 누락/불완전한 파일 발견, 재다운로드 중..."
+        download_to_directory "$dest_dir" "${missing_files[@]}"
+    else
+        log_success "모든 파일이 존재하고 완전한 것으로 확인되었습니다"
+    fi
+}
+
+provisioning_print_header() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#             프로비저닝 컨테이너             #"
+    echo "#                                            #"
+    echo "#         시간이 좀 걸릴 수 있습니다         #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_print_end() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#              프로비저닝 완료!              #"
+    echo "#                                            #"
+    echo "#      Total time: $((END_TIME - START_TIME)) seconds                 #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_step1_install_core_deps() {
+    log_step "1" "시스템 및 ComfyUI 핵심 종속성 설치"
+    if [ ${#APT_PACKAGES[@]} -gt 0 ]; then
+        log_info "${#APT_PACKAGES[@]}개의 시스템 패키지 설치 준비 중..."
+        local packages_to_install=()
+        for pkg in "${APT_PACKAGES[@]}"; do
+            if ! dpkg -s "$pkg" >/dev/null 2>&1; then
+                packages_to_install+=("$pkg")
+            else
+                log_success "$pkg이(가) 이미 설치되어 있습니다. 건너뜁니다"
+            fi
+        done
+        if [ ${#packages_to_install[@]} -gt 0 ]; then
+            log_info "설치 중: ${packages_to_install[*]}"
+            apt-get update -qq && apt-get install -y -qq "${packages_to_install[@]}" && log_success "시스템 패키지 설치 완료" || log_warn "일부 시스템 패키지 설치 ���패"
+        fi
+    fi
+
+    local comfyui_req_file="${COMFYUI_DIR}/requirements.txt"
+    if [ -f "$comfyui_req_file" ]; then
+        log_info "ComfyUI 핵심 종속성 처리 중: $comfyui_req_file"
+        if filter_requirements "$comfyui_req_file"; then
+            log_info "ComfyUI의 새로운 종속성 설치 중..."
+            $PIP_BIN install -q --no-cache-dir -r "$comfyui_req_file" 2>&1 | grep -v "Requirement already satisfied" || log_warn "ComfyUI 일부 핵심 종속성 설치 실패"
+        fi
+    else
+        log_warn "ComfyUI의 핵심 requirements.txt 파일을 찾을 수 없습니다!"
+    fi
+}
+
+provisioning_step2_nodes() {
+    log_step "2" "노드 및 추가 패키지 설치"
+    if [ ${#NODES[@]} -gt 0 ]; then
+        cd "${COMFYUI_DIR}/custom_nodes" || exit 1
+        log_info "${#NODES[@]}개의 노드를 병렬 설치 중..."
+        local MAX_PARALLEL=2
+        for node in "${NODES[@]}"; do
+            while [ $(jobs -r | wc -l) -ge $MAX_PARALLEL ]; do sleep 1; done
+            install_node "$node" &
+        done
+        wait
+        log_success "노드 설치 완료"
+        cd "${COMFYUI_DIR}" || exit 1
+    fi
+}
+
+provisioning_step3_downloads() {
+    log_step "3" "모델 및 워크플로우 파일 다운로드"
+    download_to_directory "${COMFYUI_DIR}/models/checkpoints" "${CHECKPOINT_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/clip_vision" "${CLIP_VISION_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/upscale_models" "${ESRGAN_MODELS[@]}"
+    if [ ${#WORKFLOWS[@]} -gt 0 ]; then
+        log_info "워크플로우 파일 다운로드 중..."
+        download_to_directory "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+    fi
+}
+
+if [ -f "/workspace/.provision_complete" ]; then
+    log_success "환경이 구성되었습니다. 반복 실행을 건너뜁니다"
+    log_info "재구성하려면 /workspace/.provision_complete를 삭제하십시오"
+    exit 0
+fi
+if [[ -f /.noprovisioning ]]; then
+    log_warn "/.noprovisioning 파일 감지됨, 구성을 건너뜁니다"
+    exit 0
+fi
+
+START_TIME=$(date +%s)
+provisioning_print_header
+cd "${COMFYUI_DIR}" || exit 1
+
+provisioning_step1_install_core_deps
+
+provisioning_step2_nodes &
+NODE_PID=$!
+provisioning_step3_downloads
+wait $NODE_PID
+
+log_step "4" "다운로드 무결성 확인"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/checkpoints" "${CHECKPOINT_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/clip_vision" "${CLIP_VISION_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/upscale_models" "${ESRGAN_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+
+log_step "5" "구성 완료"
+touch "/workspace/.provision_complete"
+log_success "구성 마커 파일이 생성되었습니다"
+
+END_TIME=$(date +%s)
+provisioning_print_end
+log_success "모든 구성 단계가 완료되었습니다!"
+exit 0