feat: add Metadata Overwrite node for manual generation params override

This commit is contained in:
Will Miao
2026-07-26 08:50:21 +08:00
parent 077e70169d
commit 125bed3f09
8 changed files with 437 additions and 6 deletions

View File

@@ -2,7 +2,7 @@ import json
import os
import re
from .constants import MODELS, PROMPTS, SAMPLING, LORAS, SIZE, IMAGES, IS_SAMPLER
from .constants import MODELS, PROMPTS, SAMPLING, LORAS, SIZE, IMAGES, IS_SAMPLER, OVERWRITE, METADATA_OVERWRITE_FIELDS
def _store_checkpoint_metadata(metadata, node_id, model_name):
@@ -1221,6 +1221,32 @@ class CR_ApplyControlNetStackExtractor(NodeMetadataExtractor):
metadata[PROMPTS][node_id]["positive_encoded"] = transformed_positive
metadata[PROMPTS][node_id]["negative_encoded"] = transformed_negative
class MetadataOverwriteExtractor(NodeMetadataExtractor):
"""Extract manually specified metadata from MetadataOverwriteLM node.
Stores truthy input values under the OVERWRITE category so that
extract_generation_params can merge them over the inferred params.
"""
@staticmethod
def extract(node_id, inputs, outputs, metadata):
if not inputs:
return
overwrite_params = {}
for key in METADATA_OVERWRITE_FIELDS:
value = inputs.get(key)
if value: # truthy — only overwrite when user provided a real value
overwrite_params[key] = value
if overwrite_params:
metadata.setdefault(OVERWRITE, {})
metadata[OVERWRITE][node_id] = {
"parameters": overwrite_params,
"node_id": node_id,
}
# Registry of node-specific extractors
# Keys are node class names
NODE_EXTRACTORS = {
@@ -1288,5 +1314,7 @@ NODE_EXTRACTORS = {
"CFGGuider": CFGGuiderExtractor, # Add CFGGuider
# Image
"VAEDecode": VAEDecodeExtractor, # Added VAEDecode extractor
# Metadata overwrite
"MetadataOverwriteLM": MetadataOverwriteExtractor,
# Add other nodes as needed
}