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feat: Refactor metadata processing to use constants for category keys and improve structure

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This commit is contained in:
Will Miao
2025-04-17 06:23:31 +08:00
parent 4fdc88e9e1
commit 18eb605605
4 changed files with 47 additions and 32 deletions
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24
py/metadata_collector/node_extractors.py
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@@ -1,5 +1,7 @@
import os
from .constants import MODELS, PROMPTS, SAMPLING, LORAS, SIZE
class NodeMetadataExtractor:
"""Base class for node-specific metadata extraction"""
@@ -28,7 +30,7 @@ class CheckpointLoaderExtractor(NodeMetadataExtractor):
model_name = inputs.get("ckpt_name")
if model_name:
metadata["models"][node_id] = {
metadata[MODELS][node_id] = {
"name": model_name,
"type": "checkpoint",
"node_id": node_id
@@ -41,7 +43,7 @@ class CLIPTextEncodeExtractor(NodeMetadataExtractor):
return
text = inputs.get("text", "")
metadata["prompts"][node_id] = {
metadata[PROMPTS][node_id] = {
"text": text,
"node_id": node_id
}
@@ -57,7 +59,7 @@ class SamplerExtractor(NodeMetadataExtractor):
if key in inputs:
sampling_params[key] = inputs[key]
metadata["sampling"][node_id] = {
metadata[SAMPLING][node_id] = {
"parameters": sampling_params,
"node_id": node_id
}
@@ -74,10 +76,10 @@ class SamplerExtractor(NodeMetadataExtractor):
height = int(samples.shape[2] * 8)
width = int(samples.shape[3] * 8)
if "size" not in metadata:
metadata["size"] = {}
if SIZE not in metadata:
metadata[SIZE] = {}
metadata["size"][node_id] = {
metadata[SIZE][node_id] = {
"width": width,
"height": height,
"node_id": node_id
@@ -95,7 +97,7 @@ class LoraLoaderExtractor(NodeMetadataExtractor):
strength_model = round(float(inputs.get("strength_model", 1.0)), 2)
# Use the standardized format with lora_list
metadata["loras"][node_id] = {
metadata[LORAS][node_id] = {
"lora_list": [
{
"name": lora_name,
@@ -114,10 +116,10 @@ class ImageSizeExtractor(NodeMetadataExtractor):
width = inputs.get("width", 512)
height = inputs.get("height", 512)
if "size" not in metadata:
metadata["size"] = {}
if SIZE not in metadata:
metadata[SIZE] = {}
metadata["size"][node_id] = {
metadata[SIZE][node_id] = {
"width": width,
"height": height,
"node_id": node_id
@@ -164,7 +166,7 @@ class LoraLoaderManagerExtractor(NodeMetadataExtractor):
})
if active_loras:
metadata["loras"][node_id] = {
metadata[LORAS][node_id] = {
"lora_list": active_loras,
"node_id": node_id
}