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/wildcards/test_lazy_load_api.sh

@@ -0,0 +1,225 @@
+#!/bin/bash
+# Verify wildcard lazy loading through ComfyUI API
+
+set -e
+
+# Auto-detect paths
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+IMPACT_PACK_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+COMFYUI_DIR="$(cd "$IMPACT_PACK_DIR/../.." && pwd)"
+CONFIG_FILE="$IMPACT_PACK_DIR/impact-pack.ini"
+BACKUP_CONFIG="$IMPACT_PACK_DIR/impact-pack.ini.backup"
+
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+BLUE='\033[0;34m'
+YELLOW='\033[1;33m'
+NC='\033[0m'
+
+echo "=========================================="
+echo "Wildcard Lazy Load Verification Test"
+echo "=========================================="
+echo ""
+echo "This test verifies that on-demand loading produces"
+echo "identical results to full cache mode."
+echo ""
+
+# Backup original config
+if [ -f "$CONFIG_FILE" ]; then
+    cp "$CONFIG_FILE" "$BACKUP_CONFIG"
+    echo "✓ Backed up original config"
+fi
+
+# Cleanup function
+cleanup() {
+    echo ""
+    echo "Cleaning up..."
+    pkill -f "python.*main.py" 2>/dev/null || true
+    sleep 2
+}
+
+# Test with specific configuration
+test_mode() {
+    local MODE=$1
+    local CACHE_LIMIT=$2
+    local PORT=$3
+
+    echo ""
+    echo "${BLUE}=========================================${NC}"
+    echo "${BLUE}Testing: $MODE (limit: ${CACHE_LIMIT}MB, port: $PORT)${NC}"
+    echo "${BLUE}=========================================${NC}"
+
+    # Update config
+    cat > "$CONFIG_FILE" << EOF
+[default]
+dependency_version = 24
+mmdet_skip = True
+sam_editor_cpu = False
+sam_editor_model = sam_vit_h_4b8939.pth
+custom_wildcards = $IMPACT_PACK_DIR/custom_wildcards
+disable_gpu_opencv = True
+wildcard_cache_limit_mb = $CACHE_LIMIT
+EOF
+
+    # Start server
+    cleanup
+    cd "$COMFYUI_DIR"
+    bash run.sh --listen 127.0.0.1 --port $PORT > /tmp/comfyui_${MODE}.log 2>&1 &
+    COMFYUI_PID=$!
+
+    echo "Waiting for server startup..."
+    sleep 15
+
+    # Check server
+    if ! curl -s http://127.0.0.1:$PORT/ > /dev/null; then
+        echo "${RED}✗ Server failed to start${NC}"
+        cat /tmp/comfyui_${MODE}.log | grep -i "wildcard\|error" | tail -20
+        return 1
+    fi
+
+    # Get loading mode from log
+    MODE_LOG=$(grep -i "wildcard.*mode" /tmp/comfyui_${MODE}.log | tail -1)
+    echo "${YELLOW}$MODE_LOG${NC}"
+    echo ""
+
+    # Test 1: Get wildcard list (BEFORE any access in on-demand mode)
+    echo "📋 Test 1: Get wildcard list"
+    LIST_RESULT=$(curl -s http://127.0.0.1:$PORT/impact/wildcards/list)
+    LIST_COUNT=$(echo "$LIST_RESULT" | python3 -c "import sys, json; print(len(json.load(sys.stdin)['data']))")
+    echo "   Total wildcards: $LIST_COUNT"
+    echo "   Sample: $(echo "$LIST_RESULT" | python3 -c "import sys, json; print(', '.join(json.load(sys.stdin)['data'][:10]))")"
+    echo "$LIST_RESULT" > /tmp/result_${MODE}_list.json
+    echo ""
+
+    # Test 2: Simple wildcard
+    echo "📋 Test 2: Simple wildcard"
+    RESULT1=$(curl -s http://127.0.0.1:$PORT/impact/wildcards \
+        -X POST \
+        -H "Content-Type: application/json" \
+        -d '{"text": "__samples/flower__", "seed": 42}')
+    TEXT1=$(echo "$RESULT1" | python3 -c "import sys, json; print(json.load(sys.stdin)['text'])")
+    echo "   Input:  __samples/flower__"
+    echo "   Output: $TEXT1"
+    echo "$RESULT1" > /tmp/result_${MODE}_simple.json
+    echo ""
+
+    # Test 3: Depth 3 transitive (adnd → dragon → dragon_spirit)
+    echo "📋 Test 3: Depth 3 transitive (TXT → TXT → TXT)"
+    RESULT2=$(curl -s http://127.0.0.1:$PORT/impact/wildcards \
+        -X POST \
+        -H "Content-Type: application/json" \
+        -d '{"text": "__adnd__ creature", "seed": 222}')
+    TEXT2=$(echo "$RESULT2" | python3 -c "import sys, json; print(json.load(sys.stdin)['text'])")
+    echo "   Input:  __adnd__ creature (depth 3: adnd → dragon → dragon_spirit)"
+    echo "   Output: $TEXT2"
+    echo "$RESULT2" > /tmp/result_${MODE}_depth3.json
+    echo ""
+
+    # Test 4: YAML transitive (colors → cold/warm → blue/red/orange/yellow)
+    echo "📋 Test 4: YAML transitive"
+    RESULT3=$(curl -s http://127.0.0.1:$PORT/impact/wildcards \
+        -X POST \
+        -H "Content-Type: application/json" \
+        -d '{"text": "__colors__", "seed": 333}')
+    TEXT3=$(echo "$RESULT3" | python3 -c "import sys, json; print(json.load(sys.stdin)['text'])")
+    echo "   Input:  __colors__ (YAML: colors → cold|warm → blue|red|orange|yellow)"
+    echo "   Output: $TEXT3"
+    echo "$RESULT3" > /tmp/result_${MODE}_yaml.json
+    echo ""
+
+    # Test 5: Get wildcard list AGAIN (AFTER access in on-demand mode)
+    echo "📋 Test 5: Get wildcard list (after access)"
+    LIST_RESULT2=$(curl -s http://127.0.0.1:$PORT/impact/wildcards/list)
+    LIST_COUNT2=$(echo "$LIST_RESULT2" | python3 -c "import sys, json; print(len(json.load(sys.stdin)['data']))")
+    echo "   Total wildcards: $LIST_COUNT2"
+    echo "$LIST_RESULT2" > /tmp/result_${MODE}_list_after.json
+    echo ""
+
+    # Compare before/after list
+    if [ "$MODE" = "on_demand" ]; then
+        if [ "$LIST_COUNT" -eq "$LIST_COUNT2" ]; then
+            echo "${GREEN}✓ Wildcard list unchanged after access (${LIST_COUNT} = ${LIST_COUNT2})${NC}"
+        else
+            echo "${RED}✗ Wildcard list changed after access (${LIST_COUNT} != ${LIST_COUNT2})${NC}"
+        fi
+        echo ""
+    fi
+
+    cleanup
+
+    echo "${GREEN}✓ $MODE tests completed${NC}"
+    echo ""
+}
+
+# Run tests
+test_mode "full_cache" 100 8190
+test_mode "on_demand" 1 8191
+
+# Compare results
+echo ""
+echo "=========================================="
+echo "COMPARISON RESULTS"
+echo "=========================================="
+echo ""
+
+compare_test() {
+    local TEST_NAME=$1
+    local FILE_SUFFIX=$2
+
+    echo "Test: $TEST_NAME"
+    DIFF=$(diff /tmp/result_full_cache_${FILE_SUFFIX}.json /tmp/result_on_demand_${FILE_SUFFIX}.json || true)
+    if [ -z "$DIFF" ]; then
+        echo "${GREEN}✓ Results MATCH${NC}"
+    else
+        echo "${RED}✗ Results DIFFER${NC}"
+        echo "Difference:"
+        echo "$DIFF" | head -10
+    fi
+    echo ""
+}
+
+compare_test "Wildcard List (before access)" "list"
+compare_test "Simple Wildcard" "simple"
+compare_test "Depth 3 Transitive" "depth3"
+compare_test "YAML Transitive" "yaml"
+compare_test "Wildcard List (after access)" "list_after"
+
+# Summary
+echo "=========================================="
+echo "SUMMARY"
+echo "=========================================="
+echo ""
+
+ALL_MATCH=true
+for suffix in list simple depth3 yaml list_after; do
+    if ! diff /tmp/result_full_cache_${suffix}.json /tmp/result_on_demand_${suffix}.json > /dev/null 2>&1; then
+        ALL_MATCH=false
+        break
+    fi
+done
+
+if [ "$ALL_MATCH" = true ]; then
+    echo "${GREEN}🎉 ALL TESTS PASSED${NC}"
+    echo "${GREEN}On-demand loading produces IDENTICAL results to full cache mode!${NC}"
+    EXIT_CODE=0
+else
+    echo "${RED}❌ TESTS FAILED${NC}"
+    echo "${RED}On-demand loading has consistency issues!${NC}"
+    EXIT_CODE=1
+fi
+echo ""
+
+# Restore config
+if [ -f "$BACKUP_CONFIG" ]; then
+    mv "$BACKUP_CONFIG" "$CONFIG_FILE"
+    echo "✓ Restored original config"
+fi
+
+cleanup
+
+echo ""
+echo "=========================================="
+echo "Test Complete"
+echo "=========================================="
+
+exit $EXIT_CODE