mirror of
https://github.com/comfyanonymous/ComfyUI.git
synced 2026-04-15 13:02:35 +08:00
45b87c7c99
Introduce a first-run flag to install custom_nodes dependencies only on the initial container start, with COMFY_FORCE_INSTALL=1 to override on demand; correct Sage Attention flag semantics so SAGE_ATTENTION_AVAILABLE=1 only indicates the build is present while FORCE_SAGE_ATTENTION=1 enables it at startup; fix the misleading log to reference FORCE_SAGE_ATTENTION. Update TORCH_CUDA_ARCH_LIST mapping to 7.5 (Turing), 8.6 (Ampere), 8.9 (Ada), and 10.0 (Blackwell/RTX 50); retain Triton strategy with a compatibility pin on Turing and latest for Blackwell, including fallbacks. Clean up git clone URLs, standardize on python -m pip, and tighten logs; preserve user remapping and strategy-based rebuild detection via the .built flag.
391 lines
14 KiB
Bash
391 lines
14 KiB
Bash
#!/bin/bash
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set -euo pipefail
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APP_USER=${APP_USER:-appuser}
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APP_GROUP=${APP_GROUP:-appuser}
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PUID=${PUID:-1000}
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PGID=${PGID:-1000}
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BASE_DIR=/app/ComfyUI
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CUSTOM_NODES_DIR="$BASE_DIR/custom_nodes"
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SAGE_ATTENTION_DIR="$BASE_DIR/.sage_attention"
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SAGE_ATTENTION_BUILT_FLAG="$SAGE_ATTENTION_DIR/.built"
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PERMISSIONS_SET_FLAG="$BASE_DIR/.permissions_set"
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FIRST_RUN_FLAG="$BASE_DIR/.first_run_done"
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# Function to log with timestamp
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log() {
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echo "[$(date '+%H:%M:%S')] $1"
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}
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# Function to test PyTorch CUDA compatibility
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test_pytorch_cuda() {
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python -c "
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import torch, sys
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if not torch.cuda.is_available():
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print('[ERROR] PyTorch CUDA not available')
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sys.exit(1)
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c = torch.cuda.device_count()
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print(f'[TEST] PyTorch CUDA available with {c} devices')
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for i in range(c):
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props = torch.cuda.get_device_properties(i)
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print(f'[TEST] GPU {i}: {props.name} (Compute {props.major}.{props.minor})')
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" 2>/dev/null
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}
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# Function to detect all GPUs and their generations
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detect_gpu_generations() {
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local gpu_info
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gpu_info=$(nvidia-smi --query-gpu=name --format=csv,noheader,nounits 2>/dev/null || echo "")
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local has_rtx20=false
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local has_rtx30=false
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local has_rtx40=false
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local has_rtx50=false
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local gpu_count=0
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if [ -z "$gpu_info" ]; then
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log "No NVIDIA GPUs detected"
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return 1
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fi
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log "Detecting GPU generations:"
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while IFS= read -r gpu; do
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gpu_count=$((gpu_count + 1))
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log " GPU $gpu_count: $gpu"
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case "$gpu" in
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*"RTX 20"*|*"2060"*|*"2070"*|*"2080"*|*"2090"*) has_rtx20=true ;;
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*"RTX 30"*|*"3060"*|*"3070"*|*"3080"*|*"3090"*) has_rtx30=true ;;
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*"RTX 40"*|*"4060"*|*"4070"*|*"4080"*|*"4090"*) has_rtx40=true ;;
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*"RTX 50"*|*"5060"*|*"5070"*|*"5080"*|*"5090"*) has_rtx50=true ;;
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esac
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done <<< "$gpu_info"
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export DETECTED_RTX20=$has_rtx20
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export DETECTED_RTX30=$has_rtx30
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export DETECTED_RTX40=$has_rtx40
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export DETECTED_RTX50=$has_rtx50
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export GPU_COUNT=$gpu_count
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log "Detection summary: RTX20=$has_rtx20, RTX30=$has_rtx30, RTX40=$has_rtx40, RTX50=$has_rtx50"
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if test_pytorch_cuda; then
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log "PyTorch CUDA compatibility confirmed"
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else
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log "WARNING: PyTorch CUDA compatibility issues detected"
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fi
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}
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# Function to determine optimal Sage Attention strategy for mixed GPUs
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determine_sage_strategy() {
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local strategy=""
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if [ "$DETECTED_RTX20" = "true" ]; then
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if [ "$DETECTED_RTX30" = "true" ] || [ "$DETECTED_RTX40" = "true" ] || [ "$DETECTED_RTX50" = "true" ]; then
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strategy="mixed_with_rtx20"
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log "Mixed GPU setup detected with RTX 20 series - using compatibility mode"
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else
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strategy="rtx20_only"
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log "RTX 20 series only detected"
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fi
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elif [ "$DETECTED_RTX50" = "true" ]; then
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strategy="rtx50_capable"
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log "RTX 50 series detected - using latest optimizations"
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elif [ "$DETECTED_RTX40" = "true" ] || [ "$DETECTED_RTX30" = "true" ]; then
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strategy="rtx30_40_optimized"
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log "RTX 30/40 series detected - using standard optimizations"
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else
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strategy="fallback"
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log "Unknown or unsupported GPU configuration - using fallback"
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fi
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export SAGE_STRATEGY=$strategy
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}
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# Function to install appropriate Triton version based on strategy
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install_triton_version() {
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case "$SAGE_STRATEGY" in
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"mixed_with_rtx20"|"rtx20_only")
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log "Installing Triton 3.2.0 for broader compatibility on Turing-era GPUs"
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python -m pip install --user --force-reinstall "triton==3.2.0" || {
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log "WARNING: Failed to pin Triton 3.2.0, trying latest"
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python -m pip install --user --force-reinstall triton || true
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}
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;;
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"rtx50_capable")
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log "Installing latest Triton for Blackwell/RTX 50"
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python -m pip install --user --force-reinstall triton || \
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python -m pip install --user --force-reinstall --pre triton || {
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log "WARNING: Latest Triton install failed, falling back to >=3.2.0"
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python -m pip install --user --force-reinstall "triton>=3.2.0" || true
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}
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;;
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*)
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log "Installing latest stable Triton"
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python -m pip install --user --force-reinstall triton || {
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log "WARNING: Triton installation failed, continuing without"
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return 1
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}
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;;
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esac
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}
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# Function to build Sage Attention with architecture-specific optimizations
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build_sage_attention_mixed() {
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log "Building Sage Attention for current GPU environment..."
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mkdir -p "$SAGE_ATTENTION_DIR"
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cd "$SAGE_ATTENTION_DIR"
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# Compute capability mapping for TORCH_CUDA_ARCH_LIST:
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# Turing = 7.5, Ampere = 8.6, Ada = 8.9, Blackwell (RTX 50) = 10.0
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# See NVIDIA Blackwell guide (sm_100/compute_100 ~ 10.0) and PyTorch arch list semantics. [doc refs in text]
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local cuda_arch_list=""
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[ "$DETECTED_RTX20" = "true" ] && cuda_arch_list="${cuda_arch_list}7.5;"
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[ "$DETECTED_RTX30" = "true" ] && cuda_arch_list="${cuda_arch_list}8.6;"
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[ "$DETECTED_RTX40" = "true" ] && cuda_arch_list="${cuda_arch_list}8.9;"
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[ "$DETECTED_RTX50" = "true" ] && cuda_arch_list="${cuda_arch_list}10.0;"
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cuda_arch_list=${cuda_arch_list%;}
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export TORCH_CUDA_ARCH_LIST="$cuda_arch_list"
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log "Set TORCH_CUDA_ARCH_LIST=$TORCH_CUDA_ARCH_LIST"
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case "$SAGE_STRATEGY" in
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"mixed_with_rtx20"|"rtx20_only")
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log "Cloning SageAttention v1.0 for RTX 20 series compatibility"
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if [ -d "SageAttention/.git" ]; then
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cd SageAttention
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git fetch --depth 1 origin || return 1
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git checkout v1.0 2>/dev/null || git checkout -b v1.0 origin/v1.0 || return 1
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git reset --hard origin/v1.0 || return 1
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else
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rm -rf SageAttention
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git clone --depth 1 https://github.com/thu-ml/SageAttention.git -b v1.0 || return 1
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cd SageAttention
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fi
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;;
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*)
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log "Cloning latest SageAttention for modern GPUs"
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if [ -d "SageAttention/.git" ]; then
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cd SageAttention
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git fetch --depth 1 origin || return 1
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git reset --hard origin/main || return 1
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else
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rm -rf SageAttention
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git clone --depth 1 https://github.com/thu-ml/SageAttention.git || return 1
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cd SageAttention
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fi
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;;
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esac
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log "Building SageAttention (no-build-isolation) ..."
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if MAX_JOBS=$(nproc) python -m pip install --user --no-build-isolation .; then
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echo "$SAGE_STRATEGY" > "$SAGE_ATTENTION_BUILT_FLAG"
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log "SageAttention built successfully for strategy: $SAGE_STRATEGY"
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cd "$BASE_DIR"
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return 0
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else
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log "ERROR: SageAttention build failed"
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cd "$BASE_DIR"
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return 1
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fi
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}
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# Function to check if current build matches detected GPUs
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needs_rebuild() {
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if [ ! -f "$SAGE_ATTENTION_BUILT_FLAG" ]; then
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return 0
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fi
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local built_strategy
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built_strategy=$(cat "$SAGE_ATTENTION_BUILT_FLAG" 2>/dev/null || echo "unknown")
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if [ "$built_strategy" != "$SAGE_STRATEGY" ]; then
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log "GPU configuration changed (was: $built_strategy, now: $SAGE_STRATEGY) - rebuild needed"
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return 0
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fi
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return 1
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}
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# Function to check if SageAttention is working
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test_sage_attention() {
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python -c "
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import sys
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try:
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import sageattention
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print('[TEST] SageAttention import: SUCCESS')
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try:
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v = getattr(sageattention, '__version__', None)
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if v: print(f'[TEST] Version: {v}')
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except:
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pass
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sys.exit(0)
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except ImportError as e:
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print(f'[TEST] SageAttention import: FAILED - {e}')
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sys.exit(1)
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except Exception as e:
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print(f'[TEST] SageAttention test: ERROR - {e}')
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sys.exit(1)
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" 2>/dev/null
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}
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# Main GPU detection and SageAttention setup
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setup_sage_attention() {
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# Export build-visible status flags
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export SAGE_ATTENTION_BUILT=0
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export SAGE_ATTENTION_AVAILABLE=0
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if ! detect_gpu_generations; then
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log "No GPUs detected, skipping SageAttention setup"
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return 0
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fi
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determine_sage_strategy
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if needs_rebuild || ! test_sage_attention; then
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log "Building SageAttention..."
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if install_triton_version && build_sage_attention_mixed && test_sage_attention; then
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export SAGE_ATTENTION_BUILT=1
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export SAGE_ATTENTION_AVAILABLE=1
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log "SageAttention is built; set FORCE_SAGE_ATTENTION=1 to enable it at startup"
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else
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export SAGE_ATTENTION_BUILT=0
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export SAGE_ATTENTION_AVAILABLE=0
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log "WARNING: SageAttention is not available after build attempt"
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fi
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else
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export SAGE_ATTENTION_BUILT=1
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export SAGE_ATTENTION_AVAILABLE=1
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log "SageAttention already built and importable for current GPU configuration"
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fi
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}
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# If running as root, handle permissions and user mapping
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if [ "$(id -u)" = "0" ]; then
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if [ ! -f "$PERMISSIONS_SET_FLAG" ]; then
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log "Setting up user permissions..."
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if getent group "${PGID}" >/dev/null; then
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EXISTING_GRP="$(getent group "${PGID}" | cut -d: -f1)"
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usermod -g "${EXISTING_GRP}" "${APP_USER}" || true
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APP_GROUP="${EXISTING_GRP}"
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else
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groupmod -o -g "${PGID}" "${APP_GROUP}" || true
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fi
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usermod -o -u "${PUID}" "${APP_USER}" || true
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mkdir -p "/home/${APP_USER}"
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for d in "$BASE_DIR" "/home/$APP_USER"; do
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[ -e "$d" ] && chown -R "${APP_USER}:${APP_GROUP}" "$d" || true
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done
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readarray -t PY_PATHS < <(python - <<'PY'
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import sys, sysconfig, os, datetime
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def log(msg):
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import datetime
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ts = datetime.datetime.now().strftime("%H:%M:%S")
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print(f"[bootstrap:python {ts}] {msg}", file=sys.stderr, flush=True)
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log("Determining writable Python install targets via sysconfig.get_paths()")
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keys = ("purelib","platlib","scripts","include","platinclude","data")
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paths = sysconfig.get_paths()
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for k in keys:
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v = paths.get(k)
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if v:
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print(v)
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log(f"emit {k} -> {v}")
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d = paths.get("data")
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if d:
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share = os.path.join(d, "share")
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man1 = os.path.join(share, "man", "man1")
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print(share)
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print(man1)
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log(f"emit wheel data dirs -> {share}, {man1}")
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log("Finished emitting target directories")
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PY
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)
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for d in "${PY_PATHS[@]}"; do
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case "$d" in
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/usr/local|/usr/local/*)
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mkdir -p "$d" || true
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chown -R "${APP_USER}:${APP_GROUP}" "$d" || true
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chmod -R u+rwX,g+rwX "$d" || true
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;;
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*) : ;;
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esac
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done
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touch "$PERMISSIONS_SET_FLAG"
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chown "${APP_USER}:${APP_GROUP}" "$PERMISSIONS_SET_FLAG"
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log "User permissions configured"
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else
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log "User permissions already configured, skipping..."
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fi
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exec runuser -u "${APP_USER}" -- "$0" "$@"
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fi
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# Setup SageAttention for detected GPU configuration
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setup_sage_attention
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# Ensure ComfyUI-Manager exists or update it (shallow)
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if [ -d "$CUSTOM_NODES_DIR/ComfyUI-Manager/.git" ]; then
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log "Updating ComfyUI-Manager in $CUSTOM_NODES_DIR/ComfyUI-Manager"
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git -C "$CUSTOM_NODES_DIR/ComfyUI-Manager" fetch --depth 1 origin || true
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git -C "$CUSTOM_NODES_DIR/ComfyUI-Manager" reset --hard origin/HEAD || true
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git -C "$CUSTOM_NODES_DIR/ComfyUI-Manager" clean -fdx || true
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elif [ ! -d "$CUSTOM_NODES_DIR/ComfyUI-Manager" ]; then
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log "Installing ComfyUI-Manager into $CUSTOM_NODES_DIR/ComfyUI-Manager"
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git clone --depth 1 https://github.com/ltdrdata/ComfyUI-Manager.git "$CUSTOM_NODES_DIR/ComfyUI-Manager" || true
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fi
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# User-site PATHs for --user installs (custom nodes)
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export PATH="$HOME/.local/bin:$PATH"
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pyver="$(python -c 'import sys; print(f"{sys.version_info.major}.{sys.version_info.minor}")')"
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export PYTHONPATH="$HOME/.local/lib/python${pyver}/site-packages:${PYTHONPATH:-}"
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# First-run driven auto-install of custom node deps
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if [ ! -f "$FIRST_RUN_FLAG" ] || [ "${COMFY_FORCE_INSTALL:-0}" = "1" ]; then
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if [ "${COMFY_AUTO_INSTALL:-1}" = "1" ]; then
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log "First run detected or forced; scanning custom nodes for requirements..."
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# requirements*.txt
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while IFS= read -r -d '' req; do
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log "python -m pip install --user --upgrade -r $req"
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python -m pip install --no-cache-dir --user --upgrade --upgrade-strategy only-if-needed -r "$req" || true
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done < <(find "$CUSTOM_NODES_DIR" -maxdepth 3 -type f \( -iname 'requirements.txt' -o -iname 'requirements-*.txt' -o -path '*/requirements/*.txt' \) -print0)
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# pyproject.toml (exclude ComfyUI-Manager)
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while IFS= read -r -d '' pjt; do
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d="$(dirname "$pjt")"
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log "python -m pip install --user . in $d"
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(cd "$d" && python -m pip install --no-cache-dir --user .) || true
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done < <(find "$CUSTOM_NODES_DIR" -maxdepth 2 -type f -iname 'pyproject.toml' -not -path '*/ComfyUI-Manager/*' -print0)
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python -m pip check || true
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else
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log "COMFY_AUTO_INSTALL=0; skipping dependency install on first run"
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fi
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touch "$FIRST_RUN_FLAG"
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else
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log "Not first run; skipping custom_nodes dependency install"
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fi
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# Build ComfyUI command with SageAttention usage controlled only by FORCE_SAGE_ATTENTION
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COMFYUI_ARGS=""
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if [ "${FORCE_SAGE_ATTENTION:-0}" = "1" ]; then
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if test_sage_attention; then
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COMFYUI_ARGS="--use-sage-attention"
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log "Starting ComfyUI with SageAttention enabled by environment (FORCE_SAGE_ATTENTION=1)"
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else
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log "WARNING: FORCE_SAGE_ATTENTION=1 but SageAttention import failed; starting without"
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fi
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else
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if [ "${SAGE_ATTENTION_AVAILABLE:-0}" = "1" ]; then
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log "SageAttention is built; set FORCE_SAGE_ATTENTION=1 to enable it at startup"
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else
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log "SageAttention not available; starting without it"
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fi
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fi
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cd "$BASE_DIR"
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# Handle both direct execution and passed arguments
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if [ $# -eq 0 ]; then
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exec python main.py --listen 0.0.0.0 $COMFYUI_ARGS
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else
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if [ "$1" = "python" ] && [ "${2:-}" = "main.py" ]; then
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shift 2
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exec python main.py $COMFYUI_ARGS "$@"
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else
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exec "$@"
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fi
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fi
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