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>
2026-02-09 00:55:26 +00:00
parent 2b70ab9ad0
commit f09734b0ee
2274 changed files with 748556 additions and 3 deletions
--- a/custom_nodes/ComfyUI-Impact-Pack/tests/test_dynamic_prompts_full.sh
+++ b/custom_nodes/ComfyUI-Impact-Pack/tests/test_dynamic_prompts_full.sh
@@ -0,0 +1,253 @@
+#!/bin/bash
+# Comprehensive Dynamic Prompt Validation Test
+# Tests all dynamic prompt features with statistical validation
+
+PORT=8188
+
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m'
+
+LOG_FILE="/tmp/dynamic_prompt_full_validation.log"
+
+exec > >(tee -a "$LOG_FILE")
+exec 2>&1
+
+echo "=========================================="
+echo "Dynamic Prompt Full Validation Test"
+echo "=========================================="
+echo "Validating: All dynamic prompt features"
+echo ""
+
+# Check server
+if ! curl -s http://127.0.0.1:$PORT/ > /dev/null 2>&1; then
+    echo "${RED}Server not running on port $PORT${NC}"
+    echo "Start server with: cd /mnt/teratera/git/ComfyUI && bash run.sh --listen 127.0.0.1 --port $PORT"
+    exit 1
+fi
+
+TOTAL_GROUPS=0
+PASSED_GROUPS=0
+FAILED_GROUPS=0
+
+# Test function for multiselect with validation
+test_multiselect() {
+    local TEST_NAME=$1
+    local PROMPT=$2
+    local EXPECTED_COUNT=$3
+    local SEPARATOR=$4
+    local ITERATIONS=$5
+    shift 5
+    local OPTIONS=("$@")
+
+    echo "${BLUE}=== $TEST_NAME ===${NC}"
+    echo "Prompt: ${YELLOW}$PROMPT${NC}"
+    echo "Expected: $EXPECTED_COUNT items per result, separator: '$SEPARATOR'"
+    echo -n "Testing $ITERATIONS iterations: "
+
+    local PASSED=0
+    local FAILED=0
+    declare -a FAILURES
+
+    for i in $(seq 1 $ITERATIONS); do
+        SEED=$((1000 + i * 100))
+        RESULT=$(curl -s -X POST http://127.0.0.1:$PORT/impact/wildcards \
+            -H "Content-Type: application/json" \
+            -d "{\"text\": \"$PROMPT\", \"seed\": $SEED}" | \
+            python3 -c "import sys, json; print(json.load(sys.stdin).get('text','ERROR'))" 2>/dev/null || echo "ERROR")
+
+        if [ "$RESULT" = "ERROR" ]; then
+            echo -n "X"
+            ((FAILED++))
+            FAILURES+=("  Iteration $i (seed $SEED): Server error")
+            continue
+        fi
+
+        # Count items based on separator
+        if [ -z "$SEPARATOR" ]; then
+            ITEM_COUNT=1
+        else
+            ITEM_COUNT=$(echo "$RESULT" | awk -F"$SEPARATOR" '{print NF}')
+        fi
+
+        # Check if count matches
+        if [ $ITEM_COUNT -ne $EXPECTED_COUNT ]; then
+            echo -n "X"
+            ((FAILED++))
+            FAILURES+=("  Iteration $i (seed $SEED): Expected $EXPECTED_COUNT items, got $ITEM_COUNT" "    Result: $RESULT")
+            continue
+        fi
+
+        # Check for duplicates (split by separator and check uniqueness)
+        if [ -n "$SEPARATOR" ]; then
+            UNIQUE_COUNT=$(echo "$RESULT" | awk -F"$SEPARATOR" '{for(i=1;i<=NF;i++) print $i}' | sort -u | wc -l)
+            if [ $UNIQUE_COUNT -ne $EXPECTED_COUNT ]; then
+                echo -n "D"
+                ((FAILED++))
+                FAILURES+=("  Iteration $i (seed $SEED): Duplicates detected" "    Result: $RESULT")
+                continue
+            fi
+        fi
+
+        # Check that all items are from the option list
+        VALID=1
+        if [ -n "$SEPARATOR" ]; then
+            while IFS= read -r item; do
+                item=$(echo "$item" | xargs)  # trim whitespace
+                FOUND=0
+                for opt in "${OPTIONS[@]}"; do
+                    if [ "$item" = "$opt" ]; then
+                        FOUND=1
+                        break
+                    fi
+                done
+                if [ $FOUND -eq 0 ]; then
+                    VALID=0
+                    break
+                fi
+            done < <(echo "$RESULT" | awk -F"$SEPARATOR" '{for(i=1;i<=NF;i++) print $i}')
+        fi
+
+        if [ $VALID -eq 0 ]; then
+            echo -n "?"
+            ((FAILED++))
+            FAILURES+=("  Iteration $i (seed $SEED): Invalid items detected" "    Result: $RESULT")
+            continue
+        fi
+
+        echo -n "."
+        ((PASSED++))
+    done
+
+    echo " Done"
+    echo "Results: ${GREEN}$PASSED passed${NC}, ${RED}$FAILED failed${NC}"
+
+    if [ $FAILED -gt 0 ]; then
+        echo -e "${RED}Failures:${NC}"
+        printf '%s\n' "${FAILURES[@]}"
+        ((FAILED_GROUPS++))
+    else
+        echo "${GREEN}✅ PASS${NC}"
+        ((PASSED_GROUPS++))
+    fi
+    echo ""
+    ((TOTAL_GROUPS++))
+}
+
+# Test function for weighted selection with statistical validation
+test_weighted() {
+    local TEST_NAME=$1
+    local PROMPT=$2
+    local ITERATIONS=$3
+    shift 3
+    local OPTIONS=("$@")
+
+    echo "${BLUE}=== $TEST_NAME ===${NC}"
+    echo "Prompt: ${YELLOW}$PROMPT${NC}"
+    echo -n "Testing $ITERATIONS iterations: "
+
+    declare -A COUNTS
+    local TOTAL=0
+
+    for i in $(seq 1 $ITERATIONS); do
+        SEED=$((1000 + i * 100))
+        RESULT=$(curl -s -X POST http://127.0.0.1:$PORT/impact/wildcards \
+            -H "Content-Type: application/json" \
+            -d "{\"text\": \"$PROMPT\", \"seed\": $SEED}" | \
+            python3 -c "import sys, json; print(json.load(sys.stdin).get('text','ERROR'))" 2>/dev/null || echo "ERROR")
+
+        if [ "$RESULT" = "ERROR" ]; then
+            echo -n "X"
+            continue
+        fi
+
+        MATCHED=0
+        for opt in "${OPTIONS[@]}"; do
+            if echo "$RESULT" | grep -Fq "$opt"; then
+                COUNTS[$opt]=$((${COUNTS[$opt]:-0} + 1))
+                MATCHED=1
+                break
+            fi
+        done
+
+        if [ $MATCHED -eq 1 ]; then
+            ((TOTAL++))
+            echo -n "."
+        else
+            echo -n "?"
+        fi
+    done
+
+    echo " Done"
+    echo "Distribution:"
+
+    for opt in "${OPTIONS[@]}"; do
+        local COUNT=${COUNTS[$opt]:-0}
+        local PERCENT=0
+        if [ $TOTAL -gt 0 ]; then
+            PERCENT=$(awk "BEGIN {printf \"%.1f\", ($COUNT / $TOTAL) * 100}")
+        fi
+        echo "  $opt: $COUNT / $TOTAL (${PERCENT}%)"
+    done
+
+    echo "${GREEN}✅ PASS${NC}"
+    ((PASSED_GROUPS++))
+    ((TOTAL_GROUPS++))
+    echo ""
+}
+
+echo "=========================================="
+echo "MULTISELECT VALIDATION"
+echo "=========================================="
+echo ""
+
+test_multiselect "Test 1: 2-item multiselect" "{2\$\$, \$\$red|blue|green|yellow}" 2 ", " 20 "red" "blue" "green" "yellow"
+
+test_multiselect "Test 2: 3-item multiselect" "{3\$\$ and \$\$alpha|beta|gamma|delta|epsilon}" 3 " and " 20 "alpha" "beta" "gamma" "delta" "epsilon"
+
+test_multiselect "Test 3: Single-item multiselect" "{1\$\$ \$\$one|two|three}" 1 " " 20 "one" "two" "three"
+
+test_multiselect "Test 4: Max-item multiselect (all 4)" "{4\$\$-\$\$cat|dog|bird|fish}" 4 "-" 20 "cat" "dog" "bird" "fish"
+
+echo "=========================================="
+echo "WEIGHTED SELECTION VALIDATION"
+echo "=========================================="
+echo ""
+
+test_weighted "Test 5: Heavy bias 10:1 (100 iterations)" "{10::common|1::rare}" 100 "common" "rare"
+
+test_weighted "Test 6: Equal weights 1:1:1 (60 iterations)" "{1::alpha|1::beta|1::gamma}" 60 "alpha" "beta" "gamma"
+
+test_weighted "Test 7: Extreme bias 100:1 (100 iterations)" "{100::very_common|1::very_rare}" 100 "very_common" "very_rare"
+
+test_weighted "Test 8: Multi-level weights 5:3:2 (100 iterations)" "{5::high|3::medium|2::low}" 100 "high" "medium" "low"
+
+test_weighted "Test 9: Default weight mixing (100 iterations)" "{10::weighted|unweighted}" 100 "weighted" "unweighted"
+
+echo "=========================================="
+echo "BASIC SELECTION VALIDATION"
+echo "=========================================="
+echo ""
+
+test_weighted "Test 10: Simple random selection (50 iterations)" "{option_a|option_b|option_c}" 50 "option_a" "option_b" "option_c"
+
+test_weighted "Test 11: Nested selection (50 iterations)" "{outer_{inner1|inner2}|simple}" 50 "outer_inner1" "outer_inner2" "simple"
+
+echo "=========================================="
+echo "SUMMARY"
+echo "=========================================="
+echo ""
+echo "Total test groups: $TOTAL_GROUPS"
+echo "${GREEN}Passed: $PASSED_GROUPS${NC}"
+echo "${RED}Failed: $FAILED_GROUPS${NC}"
+echo ""
+
+if [ $FAILED_GROUPS -eq 0 ]; then
+    echo "${GREEN}✅ All tests passed${NC}"
+    exit 0
+else
+    echo "${RED}❌ Some tests failed${NC}"
+    exit 1
+fi