Upload 2 files

script_nightly1.sh

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+#!/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"
+    "https://github.com/godmt/ComfyUI-List-Utils.git"
+)
+BBOX_MODELS=(
+
+)
+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"
+)
+DINO_MODELS=(
+
+)
+FASHION_MODELS=(
+
+)
+IPADAPTER_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ipadapter/ip-adapter-plus-face_sdxl_vit-h.safetensors"
+)
+LORAS_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/Better_detailed_pussy_and_anus_v3.0.safetensors"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/deal360acv_illustrious_006.safetensors"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/Hugkissingbreast_press_pov_Illustrious-000005.safetensors"
+)
+RMBG_MODELS=(
+
+)
+SAM2_MODELS=(
+
+)
+SAMS_MODELS=(
+
+)
+UPSCALE_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/upscale_models/RealESRGAN_x4plus_anime_6B.pth"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/upscale_models/4x-UltraSharpV2.pth"
+)
+WORKFLOWS=
+WORKFLOWS=(
+)
+
+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 "跳過已安裝套件: $pkg_name"
+        else
+            echo "$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 "所有套件都已安裝"
+        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 "更新節點: $repo_name"
+            (cd "$install_path" && git pull -q 2>&1 | grep -v "Already up to date" || true)
+        else
+            log_info "'$repo_name' 已存在，跳過"
+            return
+        fi
+    else
+        log_info "克隆節點: $repo_name"
+        git clone --depth 1 --single-branch "$repo_url" "$install_path" -q 2>&1 || true
+    fi
+
+    if [ -f "$install_path/requirements.txt" ]; then
+        log_info "處理 $repo_name 的依賴..."
+        sed -i -e '/^torch/d' -e '/^sam2/d' "$install_path/requirements.txt" 2>/dev/null || true
+        if filter_requirements "$install_path/requirements.txt"; then
+            log_info "安裝 $repo_name 的新依賴..."
+            $PIP_BIN install -q --no-cache-dir -r "$install_path/requirements.txt" 2>&1 | grep -v "Requirement already satisfied" || log_warn "部分依賴安裝失敗"
+        fi
+    fi
+
+    if [ -f "$install_path/install.py" ]; then
+        log_info "運行 $repo_name 的安裝腳本..."
+        $PYTHON_BIN "$install_path/install.py" 2>&1 || log_warn "安裝腳本執行失敗"
+    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 "$dest_path" ]; then
+        log_info "檔案 '$filename' 已存在且完整，跳過下載"
+        return 0
+    fi
+
+    log_info "下載: $filename"
+    local max_retries=3
+    local attempt=0
+    local auth_header=""
+    local success=1
+
+    if [[ "$url" =~ huggingface\.co ]] && provisioning_has_valid_hf_token; then
+        auth_header="Authorization: Bearer $HF_TOKEN"
+        log_info "使用 HuggingFace Token"
+    elif [[ "$url" =~ civitai\.com ]] && provisioning_has_valid_civitai_token; then
+        auth_header="Authorization: Bearer $CIVITAI_TOKEN"
+        log_info "使用 CivitAI Token"
+    fi
+
+    while [ "$attempt" -lt "$max_retries" ]; do
+        attempt=$((attempt + 1))
+        [ "$attempt" -gt 1 ] && sleep 10
+        if command -v aria2c >/dev/null 2>&1; then
+            log_info "使用 aria2c (3 線程) 下載: $filename (嘗試 $attempt/$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 "使用 wget 下載: $filename (嘗試 $attempt/$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 "下載完成: $filename"
+        return 0
+    else
+        log_error "下載失敗: $filename"
+        rm -f "$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 "下載 ${#urls[@]} 個文件到 $dest_dir"
+    local MAX_PARALLEL=3
+    for url in "${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 "檢查 $dest_dir 中的文件..."
+    local missing_files=()
+    for url in "${urls[@]}"; do
+        local filename
+        filename=$(basename "$url" | sed 's/?.*//')
+        local dest_path="${dest_dir}/${filename}"
+        if [ ! -s "$dest_path" ]; then
+            log_warn "檔案缺失或不完整: $filename"
+            missing_files+=("$url")
+        fi
+    done
+    if [ ${#missing_files[@]} -gt 0 ]; then
+        log_warn "發現 ${#missing_files[@]} 個缺失/不完整文件，重新下載..."
+        download_to_directory "$dest_dir" "${missing_files[@]}"
+    else
+        log_success "所有文件已確認存在且完整"
+    fi
+}
+
+provisioning_print_header() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#          Provisioning Container            #"
+    echo "#                                            #"
+    echo "#         This will take some time           #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_print_end() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#         Provisioning Complete!             #"
+    echo "#                                            #"
+    echo "#      Total time: $((END_TIME - START_TIME)) seconds                 #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_step1_install_core_deps() {
+    log_step "1" "安裝系統與 ComfyUI 核心依賴"
+    if [ ${#APT_PACKAGES[@]} -gt 0 ]; then
+        log_info "準備安裝 ${#APT_PACKAGES[@]} 個系統套件..."
+        local packages_to_install=()
+        for pkg in "${APT_PACKAGES[@]}"; do
+            if ! dpkg -s "$pkg" >/dev/null 2>&1; then
+                packages_to_install+=("$pkg")
+            else
+                log_success "$pkg 已安裝，跳過"
+            fi
+        done
+        if [ ${#packages_to_install[@]} -gt 0 ]; then
+            log_info "正在安裝: ${packages_to_install[*]}"
+            apt-get update -qq && apt-get install -y -qq "${packages_to_install[@]}" && log_success "系統套件安裝完成" || log_warn "部分系統套件安裝失敗"
+        fi
+    fi
+
+    local comfyui_req_file="${COMFYUI_DIR}/requirements.txt"
+    if [ -f "$comfyui_req_file" ]; then
+        log_info "處理 ComfyUI 核心依賴: $comfyui_req_file"
+        if filter_requirements "$comfyui_req_file"; then
+            log_info "安裝 ComfyUI 的新依賴..."
+            $PIP_BIN install -q --no-cache-dir -r "$comfyui_req_file" 2>&1 | grep -v "Requirement already satisfied" || log_warn "ComfyUI 部分核心依賴安裝失敗"
+        fi
+    else
+        log_warn "找不到 ComfyUI 的核心 requirements.txt 文件！"
+    fi
+}
+
+provisioning_step2_nodes() {
+    log_step "2" "安裝節點與額外套件"
+    if [ ${#NODES[@]} -gt 0 ]; then
+        cd "${COMFYUI_DIR}/custom_nodes" || exit 1
+        log_info "並行安裝 ${#NODES[@]} 個節點..."
+        local MAX_PARALLEL=2
+        for node in "${NODES[@]}"; do
+            while [ $(jobs -r | wc -l) -ge $MAX_PARALLEL ]; do sleep 1; done
+            install_node "$node" &
+        done
+        wait
+        log_success "節點安裝完成"
+        cd "${COMFYUI_DIR}" || exit 1
+    fi
+}
+
+provisioning_step3_downloads() {
+    log_step "3" "下載模型與工作流文件"
+    download_to_directory "${COMFYUI_DIR}/models/checkpoints" "${CHECKPOINT_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/clip_vision" "${CLIP_VISION_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/grounding-dino" "${DINO_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/loras" "${LORAS_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/RMBG/RMBG-2.0" "${RMBG_MODELS[@]}"  
+    download_to_directory "${COMFYUI_DIR}/models/RMBG/segformer_fashion" "${FASHION_MODELS[@]}"  
+    download_to_directory "${COMFYUI_DIR}/models/sam2" "${SAM2_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/sams" "${SAMS_MODELS[@]}"   
+    download_to_directory "${COMFYUI_DIR}/models/ultralytics/bbox" "${BBOX_MODELS[@]}"    
+    download_to_directory "${COMFYUI_DIR}/models/upscale_models" "${UPSCALE_MODELS[@]}"
+    if [ ${#WORKFLOWS[@]} -gt 0 ]; then
+        log_info "下載工作流文件..."
+        download_to_directory "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+    fi
+}
+
+if [ -f "/workspace/.provision_complete" ]; then
+    log_success "環境已配置，跳過重複執行"
+    log_info "如需重新配置，請刪除 /workspace/.provision_complete"
+    exit 0
+fi
+if [[ -f /.noprovisioning ]]; then
+    log_warn "檢測到 /.noprovisioning 文件，跳過配置"
+    exit 0
+fi
+
+START_TIME=$(date +%s)
+provisioning_print_header
+cd "${COMFYUI_DIR}" || exit 1
+
+provisioning_step1_install_core_deps
+
+provisioning_step2_nodes &
+NODE_PID=$!
+provisioning_step3_downloads
+wait $NODE_PID
+
+log_step "4" "驗證下載完整性"
+verify_and_retry_downloads "${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/grounding-dino" "${DINO_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/loras" "${LORAS_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/RMBG/RMBG-2.0" "${RMBG_MODELS[@]}"  
+verify_and_retry_downloads "${COMFYUI_DIR}/models/RMBG/segformer_fashion" "${FASHION_MODELS[@]}"  
+verify_and_retry_downloads "${COMFYUI_DIR}/models/sam2" "${SAM2_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/sams" "${SAMS_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/ultralytics/bbox" "${BBOX_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/upscale_models" "${UPSCALE_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+
+log_step "5" "完成配置"
+touch "/workspace/.provision_complete"
+log_success "配置標記文件已創建"
+
+END_TIME=$(date +%s)
+provisioning_print_end
+log_success "所有配置步驟已完成！"
+exit 0

script_nightly2.sh

@@ -0,0 +1,378 @@
+#!/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"
+    "https://github.com/ltdrdata/ComfyUI-Inspire-Pack.git"
+    "https://github.com/1038lab/ComfyUI-RMBG.git"
+    "https://github.com/godmt/ComfyUI-List-Utils.git"
+    "https://github.com/ltdrdata/was-node-suite-comfyui.git"
+)
+BBOX_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ultralytics/bbox/face_yolov9c.pt"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ultralytics/bbox/hand_yolov9c.pt"
+)
+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"
+)
+DINO_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/grounding-dino/groundingdino_swinb_cogcoor.pth"
+)
+IPADAPTER_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ipadapter/ip-adapter-plus-face_sdxl_vit-h.safetensors"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/ipadapter/ip-adapter-plus_sdxl_vit-h.safetensors"
+)
+LORAS_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/Better_detailed_pussy_and_anus_v3.0.safetensors"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/Hugkissingbreast_press_pov_Illustrious-000005.safetensors"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/loras/Miki.safetensors"
+)
+RMBG_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/RMBG/RMBG-2.0/BiRefNet_config.py"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/RMBG/RMBG-2.0/birefnet.py"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/RMBG/RMBG-2.0/config.json"
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/RMBG/RMBG-2.0/model.safetensors"
+)
+SAM2_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/sam2/sam2.1_hiera_large.safetensors"
+)
+SAMS_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/sams/sam_vit_h_4b8939.pth"
+)
+UPSCALE_MODELS=(
+    "https://huggingface.co/JCscrew/RisuAI_asset_generator/resolve/main/models/upscale_models/RealESRGAN_x4plus_anime_6B.pth"
+)
+WORKFLOWS=(
+)
+
+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 "跳過已安裝套件: $pkg_name"
+        else
+            echo "$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 "所有套件都已安裝"
+        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 "更新節點: $repo_name"
+            (cd "$install_path" && git pull -q 2>&1 | grep -v "Already up to date" || true)
+        else
+            log_info "'$repo_name' 已存在，跳過"
+            return
+        fi
+    else
+        log_info "克隆節點: $repo_name"
+        git clone --depth 1 --single-branch "$repo_url" "$install_path" -q 2>&1 || true
+    fi
+
+    if [ -f "$install_path/requirements.txt" ]; then
+        log_info "處理 $repo_name 的依賴..."
+        sed -i -e '/^torch/d' -e '/^sam2/d' "$install_path/requirements.txt" 2>/dev/null || true
+        if filter_requirements "$install_path/requirements.txt"; then
+            log_info "安裝 $repo_name 的新依賴..."
+            $PIP_BIN install -q --no-cache-dir -r "$install_path/requirements.txt" 2>&1 | grep -v "Requirement already satisfied" || log_warn "部分依賴安裝失敗"
+        fi
+    fi
+
+    if [ -f "$install_path/install.py" ]; then
+        log_info "運行 $repo_name 的安裝腳本..."
+        $PYTHON_BIN "$install_path/install.py" 2>&1 || log_warn "安裝腳本執行失敗"
+    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 "$dest_path" ]; then
+        log_info "檔案 '$filename' 已存在且完整，跳過下載"
+        return 0
+    fi
+
+    log_info "下載: $filename"
+    local max_retries=3
+    local attempt=0
+    local auth_header=""
+    local success=1
+
+    if [[ "$url" =~ huggingface\.co ]] && provisioning_has_valid_hf_token; then
+        auth_header="Authorization: Bearer $HF_TOKEN"
+        log_info "使用 HuggingFace Token"
+    elif [[ "$url" =~ civitai\.com ]] && provisioning_has_valid_civitai_token; then
+        auth_header="Authorization: Bearer $CIVITAI_TOKEN"
+        log_info "使用 CivitAI Token"
+    fi
+
+    while [ "$attempt" -lt "$max_retries" ]; do
+        attempt=$((attempt + 1))
+        [ "$attempt" -gt 1 ] && sleep 10
+        if command -v aria2c >/dev/null 2>&1; then
+            log_info "使用 aria2c (3 線程) 下載: $filename (嘗試 $attempt/$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 "使用 wget 下載: $filename (嘗試 $attempt/$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 "下載完成: $filename"
+        return 0
+    else
+        log_error "下載失敗: $filename"
+        rm -f "$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 "下載 ${#urls[@]} 個文件到 $dest_dir"
+    local MAX_PARALLEL=3
+    for url in "${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 "檢查 $dest_dir 中的文件..."
+    local missing_files=()
+    for url in "${urls[@]}"; do
+        local filename
+        filename=$(basename "$url" | sed 's/?.*//')
+        local dest_path="${dest_dir}/${filename}"
+        if [ ! -s "$dest_path" ]; then
+            log_warn "檔案缺失或不完整: $filename"
+            missing_files+=("$url")
+        fi
+    done
+    if [ ${#missing_files[@]} -gt 0 ]; then
+        log_warn "發現 ${#missing_files[@]} 個缺失/不完整文件，重新下載..."
+        download_to_directory "$dest_dir" "${missing_files[@]}"
+    else
+        log_success "所有文件已確認存在且完整"
+    fi
+}
+
+provisioning_print_header() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#          Provisioning Container            #"
+    echo "#                                            #"
+    echo "#         This will take some time           #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_print_end() {
+    echo ""; echo "##############################################"
+    echo "#                                            #"
+    echo "#         Provisioning Complete!             #"
+    echo "#                                            #"
+    echo "#      Total time: $((END_TIME - START_TIME)) seconds                 #"
+    echo "#                                            #"
+    echo "##############################################"; echo ""
+}
+
+provisioning_step1_install_core_deps() {
+    log_step "1" "安裝系統與 ComfyUI 核心依賴"
+    if [ ${#APT_PACKAGES[@]} -gt 0 ]; then
+        log_info "準備安裝 ${#APT_PACKAGES[@]} 個系統套件..."
+        local packages_to_install=()
+        for pkg in "${APT_PACKAGES[@]}"; do
+            if ! dpkg -s "$pkg" >/dev/null 2>&1; then
+                packages_to_install+=("$pkg")
+            else
+                log_success "$pkg 已安裝，跳過"
+            fi
+        done
+        if [ ${#packages_to_install[@]} -gt 0 ]; then
+            log_info "正在安裝: ${packages_to_install[*]}"
+            apt-get update -qq && apt-get install -y -qq "${packages_to_install[@]}" && log_success "系統套件安裝完成" || log_warn "部分系統套件安裝失敗"
+        fi
+    fi
+
+    local comfyui_req_file="${COMFYUI_DIR}/requirements.txt"
+    if [ -f "$comfyui_req_file" ]; then
+        log_info "處理 ComfyUI 核心依賴: $comfyui_req_file"
+        if filter_requirements "$comfyui_req_file"; then
+            log_info "安裝 ComfyUI 的新依賴..."
+            $PIP_BIN install -q --no-cache-dir -r "$comfyui_req_file" 2>&1 | grep -v "Requirement already satisfied" || log_warn "ComfyUI 部分核心依賴安裝失敗"
+        fi
+    else
+        log_warn "找不到 ComfyUI 的核心 requirements.txt 文件！"
+    fi
+}
+
+provisioning_step2_nodes() {
+    log_step "2" "安裝節點與額外套件"
+    if [ ${#NODES[@]} -gt 0 ]; then
+        cd "${COMFYUI_DIR}/custom_nodes" || exit 1
+        log_info "並行安裝 ${#NODES[@]} 個節點..."
+        local MAX_PARALLEL=2
+        for node in "${NODES[@]}"; do
+            while [ $(jobs -r | wc -l) -ge $MAX_PARALLEL ]; do sleep 1; done
+            install_node "$node" &
+        done
+        wait
+        log_success "節點安裝完成"
+        cd "${COMFYUI_DIR}" || exit 1
+    fi
+}
+
+provisioning_step3_downloads() {
+    log_step "3" "下載模型與工作流文件"
+    download_to_directory "${COMFYUI_DIR}/models/checkpoints" "${CHECKPOINT_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/clip_vision" "${CLIP_VISION_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/grounding-dino" "${DINO_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/loras" "${LORAS_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/RMBG/RMBG-2.0" "${RMBG_MODELS[@]}"  
+    download_to_directory "${COMFYUI_DIR}/models/RMBG/segformer_fashion" "${FASHION_MODELS[@]}"  
+    download_to_directory "${COMFYUI_DIR}/models/sam2" "${SAM2_MODELS[@]}"
+    download_to_directory "${COMFYUI_DIR}/models/sams" "${SAMS_MODELS[@]}"   
+    download_to_directory "${COMFYUI_DIR}/models/ultralytics/bbox" "${BBOX_MODELS[@]}"    
+    download_to_directory "${COMFYUI_DIR}/models/upscale_models" "${UPSCALE_MODELS[@]}"
+    if [ ${#WORKFLOWS[@]} -gt 0 ]; then
+        log_info "下載工作流文件..."
+        download_to_directory "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+    fi
+}
+
+if [ -f "/workspace/.provision_complete" ]; then
+    log_success "環境已配置，跳過重複執行"
+    log_info "如需重新配置，請刪除 /workspace/.provision_complete"
+    exit 0
+fi
+if [[ -f /.noprovisioning ]]; then
+    log_warn "檢測到 /.noprovisioning 文件，跳過配置"
+    exit 0
+fi
+
+START_TIME=$(date +%s)
+provisioning_print_header
+cd "${COMFYUI_DIR}" || exit 1
+
+provisioning_step1_install_core_deps
+
+provisioning_step2_nodes &
+NODE_PID=$!
+provisioning_step3_downloads
+wait $NODE_PID
+
+log_step "4" "驗證下載完整性"
+verify_and_retry_downloads "${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/grounding-dino" "${DINO_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/ipadapter" "${IPADAPTER_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/loras" "${LORAS_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/RMBG/RMBG-2.0" "${RMBG_MODELS[@]}"  
+verify_and_retry_downloads "${COMFYUI_DIR}/models/RMBG/segformer_fashion" "${FASHION_MODELS[@]}"  
+verify_and_retry_downloads "${COMFYUI_DIR}/models/sam2" "${SAM2_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/sams" "${SAMS_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/ultralytics/bbox" "${BBOX_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/models/upscale_models" "${UPSCALE_MODELS[@]}"
+verify_and_retry_downloads "${COMFYUI_DIR}/user/default/workflows" "${WORKFLOWS[@]}"
+
+log_step "5" "完成配置"
+touch "/workspace/.provision_complete"
+log_success "配置標記文件已創建"
+
+END_TIME=$(date +%s)
+provisioning_print_end
+log_success "所有配置步驟已完成！"
+exit 0