Add custom nodes, Civitai loras (LFS), and vast.ai setup script

Includes 30 custom nodes committed directly, 7 Civitai-exclusive
loras stored via Git LFS, and a setup script that installs all
dependencies and downloads HuggingFace-hosted models on vast.ai.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

custom_nodes/ComfyUI-Impact-Pack/tests/test_ondemand_loading.sh

@@ -0,0 +1,228 @@
+#!/bin/bash
+# On-Demand Lazy Loading Test Suite
+# Tests progressive on-demand wildcard loading with cache limits
+
+set -e
+
+PORT=8193
+COMFYUI_DIR="/mnt/teratera/git/ComfyUI"
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+IMPACT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+CONFIG_FILE="$IMPACT_DIR/impact-pack.ini"
+LOG_FILE="/tmp/ondemand_test.log"
+TEMP_SAMPLES_DIR="/tmp/ondemand_test_samples"
+
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m'
+
+echo "=========================================="
+echo "On-Demand Lazy Loading Test Suite"
+echo "=========================================="
+echo "Port: $PORT"
+echo "Testing: Progressive on-demand wildcard loading"
+echo ""
+
+# Cleanup function
+cleanup() {
+    echo ""
+    echo "Cleaning up..."
+    pkill -f "python.*main.py.*--port $PORT" 2>/dev/null || true
+    rm -f "$CONFIG_FILE"
+    rm -rf "$TEMP_SAMPLES_DIR"
+    echo "Cleanup complete"
+}
+
+trap cleanup EXIT
+
+# Create temporary sample files for on-demand testing
+echo "Creating temporary sample files..."
+mkdir -p "$TEMP_SAMPLES_DIR"
+
+# Create large sample files to test cache limits
+for i in {1..50}; do
+    cat > "$TEMP_SAMPLES_DIR/large_sample_${i}.txt" << EOF
+# Large sample file $i for on-demand loading test
+$(for j in {1..100}; do echo "option_${i}_${j}"; done)
+EOF
+done
+
+# Create Korean sample
+cp "$SCRIPT_DIR/wildcards/samples/아름다운색.txt" "$TEMP_SAMPLES_DIR/" 2>/dev/null || \
+cat > "$TEMP_SAMPLES_DIR/아름다운색.txt" << 'EOF'
+수놓은 별빛
+벚꽃 핑크
+강코랄
+옌로우
+챈메랄드
+챔무
+백설민주
+나부키하늘
+토미베이지
+율렌지
+블루지니
+캔디핑크
+EOF
+
+# Create nesting samples
+mkdir -p "$TEMP_SAMPLES_DIR/level1/level2/level3"
+echo "__large_sample_10__" > "$TEMP_SAMPLES_DIR/level1/test_nesting_level1.txt"
+echo "option_a" >> "$TEMP_SAMPLES_DIR/level1/test_nesting_level1.txt"
+echo "__large_sample_20__" > "$TEMP_SAMPLES_DIR/level1/level2/test_nesting_level2.txt"
+echo "option_b" >> "$TEMP_SAMPLES_DIR/level1/level2/test_nesting_level2.txt"
+echo "final_option" > "$TEMP_SAMPLES_DIR/level1/level2/level3/test_nesting_level3.txt"
+
+echo "✅ Created $(find $TEMP_SAMPLES_DIR -name '*.txt' | wc -l) temporary sample files"
+echo ""
+
+# Kill any existing server on this port
+echo "Killing any existing server on port $PORT..."
+pkill -f "python.*main.py.*--port $PORT" 2>/dev/null || true
+sleep 2
+
+# Test function for on-demand mode
+test_ondemand() {
+    local TEST_NUM=$1
+    local DESCRIPTION=$2
+    local CACHE_LIMIT=$3
+    local PROMPT=$4
+    local SEED=$5
+
+    echo "${BLUE}=== Test $TEST_NUM: $DESCRIPTION ===${NC}"
+    echo "Cache Limit: ${YELLOW}${CACHE_LIMIT}MB${NC}"
+    echo "Prompt: ${YELLOW}$PROMPT${NC}"
+    echo "Seed: $SEED"
+
+    # Restart server with new cache limit
+    pkill -f "python.*main.py.*--port $PORT" 2>/dev/null || true
+    sleep 2
+
+    # Setup configuration with cache limit pointing to temporary samples
+    cat > "$CONFIG_FILE" << EOF
+[default]
+custom_wildcards = $TEMP_SAMPLES_DIR
+wildcard_cache_limit_mb = $CACHE_LIMIT
+dependency_version = 24
+mmdet_skip = True
+sam_editor_cpu = False
+sam_editor_model = sam_vit_h_4b8939.pth
+disable_gpu_opencv = True
+EOF
+
+    # Start server
+    cd "$COMFYUI_DIR"
+    bash run.sh --listen 127.0.0.1 --port $PORT > "$LOG_FILE" 2>&1 &
+    SERVER_PID=$!
+
+    # Wait for server
+    for i in {1..60}; do
+        sleep 1
+        if curl -s http://127.0.0.1:$PORT/ > /dev/null 2>&1; then
+            break
+        fi
+        if [ $i -eq 60 ]; then
+            echo "${RED}❌ Server failed to start${NC}"
+            exit 1
+        fi
+    done
+
+    # Test wildcard expansion
+    RESULT=$(curl -s -X POST http://127.0.0.1:$PORT/impact/wildcards \
+        -H "Content-Type: application/json" \
+        -d "{\"text\": \"$PROMPT\", \"seed\": $SEED}" | \
+        python3 -c "import sys, json; print(json.load(sys.stdin).get('text','ERROR'))" 2>/dev/null || echo "ERROR")
+
+    echo "Result: ${GREEN}$RESULT${NC}"
+
+    # Get loaded wildcards count
+    LOADED_COUNT=$(curl -s http://127.0.0.1:$PORT/impact/wildcards/list/loaded 2>/dev/null | \
+        python3 -c "import sys, json; print(len(json.load(sys.stdin).get('data',[])))" 2>/dev/null || echo "0")
+
+    echo "Loaded wildcards: ${YELLOW}$LOADED_COUNT${NC}"
+
+    if [ "$RESULT" != "ERROR" ] && [ -n "$RESULT" ]; then
+        echo "Status: ${GREEN}✅ PASS - On-demand loading working${NC}"
+    else
+        echo "Status: ${RED}❌ FAIL - Server error${NC}"
+    fi
+    echo ""
+}
+
+echo "=========================================="
+echo "Test Suite Execution"
+echo "=========================================="
+echo ""
+
+# Test 1: Small cache limit (1MB) - should enable on-demand mode
+test_ondemand "01" "Small cache limit (1MB) - on-demand enabled" \
+    "1" \
+    "__아름다운색__" \
+    100
+
+# Test 2: Moderate cache limit (10MB) - on-demand mode
+test_ondemand "02" "Moderate cache limit (10MB) - progressive loading" \
+    "10" \
+    "__large_sample_5__" \
+    200
+
+# Test 3: Large cache limit (100MB) - eager loading
+test_ondemand "03" "Large cache limit (100MB) - eager loading" \
+    "100" \
+    "__아름다운색__" \
+    300
+
+# Test 4: Very small cache (0.5MB) - aggressive lazy loading
+test_ondemand "04" "Very small cache (0.5MB) - aggressive lazy loading" \
+    "0.5" \
+    "{__아름다운색__|__large_sample_15__|__large_sample_25__}" \
+    400
+
+# Test 5: Default cache (50MB) - balanced mode
+test_ondemand "05" "Default cache (50MB) - balanced mode" \
+    "50" \
+    "2#__large_sample_30__" \
+    500
+
+# Test 6: On-demand with deep nesting
+test_ondemand "06" "On-demand with 3-level nesting (5MB cache)" \
+    "5" \
+    "__level1/test_nesting_level1__" \
+    600
+
+# Test 7: On-demand with multiple wildcards
+test_ondemand "07" "On-demand with multiple wildcards (2MB cache)" \
+    "2" \
+    "__아름다운색__ and __large_sample_1__ in {__large_sample_40__|__large_sample_45__}" \
+    700
+
+# Test 8: Cache limit boundary test
+test_ondemand "08" "Cache boundary - exactly at limit (25MB)" \
+    "25" \
+    "{2$$,$$__large_sample_10__|__large_sample_20__|__large_sample_30__}" \
+    800
+
+echo ""
+echo "=========================================="
+echo "Summary"
+echo "=========================================="
+echo "${GREEN}✅ On-demand loading tests completed${NC}"
+echo ""
+echo "Test results:"
+echo "  1. Small cache (1MB) - on-demand enabled ✓"
+echo "  2. Moderate cache (10MB) - progressive loading ✓"
+echo "  3. Large cache (100MB) - eager loading ✓"
+echo "  4. Aggressive lazy loading (0.5MB) ✓"
+echo "  5. Balanced mode (50MB default) ✓"
+echo "  6. On-demand with deep nesting ✓"
+echo "  7. On-demand with multiple wildcards ✓"
+echo "  8. Cache boundary testing ✓"
+echo ""
+echo "On-demand mode verification:"
+echo "  - LazyWildcardLoader initialization ✓"
+echo "  - Progressive data loading ✓"
+echo "  - Memory-efficient operation ✓"
+echo "  - Cache limit enforcement ✓"
+echo ""
+echo "Log file: $LOG_FILE"