feat: Update node extractors to include UNETLoaderExtractor and enhance metadata handling for guidance parameters

py/metadata_collector/metadata_registry.py

@@ -1,4 +1,5 @@
 import time
+from nodes import NODE_CLASS_MAPPINGS
 from .node_extractors import NODE_EXTRACTORS, GenericNodeExtractor
 from .constants import METADATA_CATEGORIES
 
@@ -78,11 +79,18 @@ class MetadataRegistry:
             if node_id in executed_nodes:
                 continue
                 
-            class_type = node_data.get("class_type")
-            if not class_type:
+            # Get the node type from the prompt (this is the key in NODE_CLASS_MAPPINGS)
+            prompt_class_type = node_data.get("class_type")
+            if not prompt_class_type:
                 continue
                 
-            # Create cache key
+            # Convert to actual class name (which is what we use in our cache)
+            class_type = prompt_class_type
+            if prompt_class_type in NODE_CLASS_MAPPINGS:
+                class_obj = NODE_CLASS_MAPPINGS[prompt_class_type]
+                class_type = class_obj.__name__
+            
+            # Create cache key using the actual class name
             cache_key = f"{node_id}:{class_type}"
             
             # Check if this node type is relevant for metadata collection

py/metadata_collector/node_extractors.py

@@ -184,6 +184,20 @@ class FluxGuidanceExtractor(NodeMetadataExtractor):
             metadata[SAMPLING][node_id] = {"parameters": {}, "node_id": node_id}
             
         metadata[SAMPLING][node_id]["parameters"]["guidance"] = guidance_value
+
+class UNETLoaderExtractor(NodeMetadataExtractor):
+    @staticmethod
+    def extract(node_id, inputs, outputs, metadata):
+        if not inputs or "unet_name" not in inputs:
+            return
+            
+        model_name = inputs.get("unet_name")
+        if model_name:
+            metadata[MODELS][node_id] = {
+                "name": model_name,
+                "type": "checkpoint",
+                "node_id": node_id
+            }
         
 # Registry of node-specific extractors
 NODE_EXTRACTORS = {
@@ -194,7 +208,7 @@ NODE_EXTRACTORS = {
     "EmptyLatentImage": ImageSizeExtractor,
     "LoraManagerLoader": LoraLoaderManagerExtractor,
     "SamplerCustomAdvanced": SamplerExtractor,  # Add SamplerCustomAdvanced
-    "UNETLoader": CheckpointLoaderExtractor,    # Add UNETLoader
+    "UNETLoader": UNETLoaderExtractor,          # Updated to use dedicated extractor
     "FluxGuidance": FluxGuidanceExtractor,      # Add FluxGuidance
     # Add other nodes as needed
 }