refactor: change type name NOISE to NOISE_IMAGE.

Zipped Prompts Parsing Enhancements

README.md

@@ -2,6 +2,7 @@
 This repository offers various extension nodes for ComfyUI. Nodes here have different characteristics compared to those in the ComfyUI Impact Pack. The Impact Pack has become too large now...
 
 ## Notice:
+* v1.9.1 To avoid confusion with the `NOISE` type in core, the type name has been changed to `NOISE_IMAGE`.
 * V0.73 The Variation Seed feature is added to Regional Prompt nodes, and it is only compatible with versions Impact Pack V5.10 and above.
 * V0.69 incompatible with the outdated **ComfyUI IPAdapter Plus**. (A version dated March 24th or later is required.)
 * V0.64 add sigma_factor to RegionalPrompt... nodes required Impact Pack V4.76 or later.
@@ -147,6 +148,7 @@ This repository offers various extension nodes for ComfyUI. Nodes here have diff
     * When `key_opt` is empty, the `ckpt_name` is set as the cache key. The cache key output can be used for deletion purposes with Remove Back End.
     * This node resolves the issue of reloading checkpoints during workflow switching.
   * `Stable Cascade Checkpoint Loader (Inspire)`: This node provides a feature that allows you to load the `stage_b` and `stage_c` checkpoints of Stable Cascade at once, and it also provides a backend caching feature, optionally.
+  * `Is Cached (Inspire)`: Returns whether the cache exists.
 
 ### Conditioning - Nodes for conditionings
   * `Concat Conditionings with Multiplier (Inspire)`: Concatenating an arbitrary number of Conditionings while applying a multiplier for each Conditioning. The multiplier depends on `comfy_PoP`, so [comfy_PoP](https://github.com/picturesonpictures/comfy_PoP) must be installed.

__init__.py

@@ -7,7 +7,7 @@
 
 import importlib
 
-version_code = [1, 7]
+version_code = [1, 9, 1]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 print(f"### Loading: ComfyUI-Inspire-Pack ({version_str})")
 

inspire/a1111_compat.py

@@ -162,7 +162,7 @@ class KSamplerAdvanced_inspire:
                 "optional":
                     {
                         "variation_method": (["linear", "slerp"],),
-                        "noise_opt": ("NOISE",),
+                        "noise_opt": ("NOISE_IMAGE",),
                         "scheduler_func_opt": ("SCHEDULER_FUNC",),
                     }
                 }
@@ -253,7 +253,7 @@ class KSamplerAdvanced_inspire_pipe:
                      },
                 "optional":
                     {
-                        "noise_opt": ("NOISE",),
+                        "noise_opt": ("NOISE_IMAGE",),
                         "scheduler_func_opt": ("SCHEDULER_FUNC",),
                     }
                 }

inspire/backend_support.py

@@ -1,5 +1,6 @@
 import json
 import os
+from .libs import common
 
 import folder_paths
 import nodes
@@ -478,6 +479,74 @@ class StableCascade_CheckpointLoader:
         return b_model, b_vae, c_model, c_vae, clip_vision, clip, key_b, key_c
 
 
+class IsCached:
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "key": ("STRING", {"multiline": False}),
+            },
+            "hidden": {
+                "unique_id": "UNIQUE_ID"
+            }
+        }
+
+    RETURN_TYPES = ("BOOLEAN", )
+    FUNCTION = "doit"
+
+    CATEGORY = "InspirePack/Backend"
+
+    @staticmethod
+    def IS_CHANGED(key, unique_id):
+        return common.is_changed(unique_id, key in cache)
+
+    def doit(self, key, unique_id):
+        return (key in cache,)
+
+
+# WIP: not properly working, yet
+class CacheBridge:
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "value": (any_typ,),
+                "mode": ("BOOLEAN", {"default": True, "label_off": "cached", "label_on": "passthrough"}),
+            },
+            "hidden": {
+                "unique_id": "UNIQUE_ID"
+            }
+        }
+
+    RETURN_TYPES = (any_typ, )
+    RETURN_NAMES = ("value",)
+
+    FUNCTION = "doit"
+
+    CATEGORY = "InspirePack/Backend"
+
+    @staticmethod
+    def IS_CHANGED(value, mode, unique_id):
+        if not mode and unique_id in common.changed_cache:
+            return common.not_changed_value(unique_id)
+        else:
+            return common.changed_value(unique_id)
+
+    def doit(self, value, mode, unique_id):
+        if not mode:
+            # cache mode
+            if unique_id not in common.changed_cache:
+                common.changed_cache[unique_id] = value
+                common.changed_count_cache[unique_id] = 0
+
+            return (common.changed_cache[unique_id],)
+        else:
+            common.changed_cache[unique_id] = value
+            common.changed_count_cache[unique_id] = 0
+
+            return (common.changed_cache[unique_id],)
+
+
 NODE_CLASS_MAPPINGS = {
     "CacheBackendData //Inspire": CacheBackendData,
     "CacheBackendDataNumberKey //Inspire": CacheBackendDataNumberKey,
@@ -489,7 +558,9 @@ NODE_CLASS_MAPPINGS = {
     "RemoveBackendDataNumberKey //Inspire": RemoveBackendDataNumberKey,
     "ShowCachedInfo //Inspire": ShowCachedInfo,
     "CheckpointLoaderSimpleShared //Inspire": CheckpointLoaderSimpleShared,
-    "StableCascade_CheckpointLoader //Inspire": StableCascade_CheckpointLoader
+    "StableCascade_CheckpointLoader //Inspire": StableCascade_CheckpointLoader,
+    "IsCached //Inspire": IsCached,
+    # "CacheBridge //Inspire": CacheBridge,
 }
 
 NODE_DISPLAY_NAME_MAPPINGS = {
@@ -503,5 +574,7 @@ NODE_DISPLAY_NAME_MAPPINGS = {
     "RemoveBackendDataNumberKey //Inspire": "Remove Backend Data [NumberKey] (Inspire)",
     "ShowCachedInfo //Inspire": "Show Cached Info (Inspire)",
     "CheckpointLoaderSimpleShared //Inspire": "Shared Checkpoint Loader (Inspire)",
-    "StableCascade_CheckpointLoader //Inspire": "Stable Cascade Checkpoint Loader (Inspire)"
+    "StableCascade_CheckpointLoader //Inspire": "Stable Cascade Checkpoint Loader (Inspire)",
+    "IsCached //Inspire": "Is Cached (Inspire)",
+    # "CacheBridge //Inspire": "Cache Bridge (Inspire)"
 }

inspire/inspire_server.py

@@ -6,6 +6,7 @@ from enum import Enum
 from . import prompt_support
 from aiohttp import web
 from . import backend_support
+from .libs import common
 
 
 max_seed = 2**32 - 1
@@ -354,6 +355,21 @@ def force_reset_useless_params(json_data):
     return json_data
 
 
+def clear_unused_node_changed_cache(json_data):
+    prompt = json_data['prompt']
+
+    unused = []
+    for x in common.changed_cache.keys():
+        if x not in prompt:
+            unused.append(x)
+
+    for x in unused:
+        del common.changed_cache[x]
+        del common.changed_count_cache[x]
+
+    return json_data
+
+
 def onprompt(json_data):
     prompt_support.list_counter_map = {}
 
@@ -367,6 +383,7 @@ def onprompt(json_data):
     populate_wildcards(json_data)
 
     force_reset_useless_params(json_data)
+    clear_unused_node_changed_cache(json_data)
 
     return json_data
 

inspire/libs/common.py

@@ -12,3 +12,30 @@ def impact_sampling(*args, **kwargs):
         raise Exception(f"[ERROR] You need to install 'ComfyUI-Impact-Pack'")
 
     return nodes.NODE_CLASS_MAPPINGS['RegionalSampler'].separated_sample(*args, **kwargs)
+
+
+changed_count_cache = {}
+changed_cache = {}
+
+
+def changed_value(uid):
+    v = changed_count_cache.get(uid, 0)
+    changed_count_cache[uid] = v + 1
+    return v + 1
+
+
+def not_changed_value(uid):
+    return changed_count_cache.get(uid, 0)
+
+
+def is_changed(uid, value):
+    if uid not in changed_cache or changed_cache[uid] != value:
+        res = changed_value(uid)
+    else:
+        res = not_changed_value(uid)
+
+    changed_cache[uid] = value
+
+    print(f"keys: {changed_cache.keys()}")
+
+    return res

inspire/prompt_support.py

@@ -63,7 +63,8 @@ class LoadPromptsFromDir:
                     }
                 }
 
-    RETURN_TYPES = ("ZIPPED_PROMPT",)
+    RETURN_TYPES = ("ZIPPED_PROMPT", "INT")
+    RETURN_NAMES = ("zipped_prompt", "count")
     OUTPUT_IS_LIST = (True,)
 
     FUNCTION = "doit"
@@ -125,20 +126,21 @@ class LoadPromptsFromDir:
                     prompt_list = re.split(r'\n\s*-+\s*\n', prompt_data)
 
                     for prompt in prompt_list:
-                        pattern = r"positive:(.*?)(?:\n*|$)negative:(.*)"
+                        pattern = r"^(?:(?:positive:(?P<positive>.*?)|negative:(?P<negative>.*?)|name:(?P<name>.*?))\n*)+$"
                         matches = re.search(pattern, prompt, re.DOTALL)
 
                         if matches:
-                            positive_text = matches.group(1).strip()
-                            negative_text = matches.group(2).strip()
-                            result_tuple = (positive_text, negative_text, file_name)
+                            positive_text = matches.group('positive').strip()
+                            negative_text = matches.group('negative').strip()
+                            name_text = matches.group('name').strip() if matches.group('name') else file_name
+                            result_tuple = (positive_text, negative_text, name_text)
                             prompts.append(result_tuple)
                         else:
                             print(f"[WARN] LoadPromptsFromDir: invalid prompt format in '{file_name}'")
             except Exception as e:
                 print(f"[ERROR] LoadPromptsFromDir: an error occurred while processing '{file_name}': {str(e)}\nNOTE: Only files with UTF-8 encoding are supported.")
 
-        return (prompts, )
+        return (prompts, len(prompts),)
 
 
 class LoadPromptsFromFile:
@@ -166,7 +168,8 @@ class LoadPromptsFromFile:
                         }
                 }
 
-    RETURN_TYPES = ("ZIPPED_PROMPT",)
+    RETURN_TYPES = ("ZIPPED_PROMPT", "INT")
+    RETURN_NAMES = ("zipped_prompt", "count")
     OUTPUT_IS_LIST = (True,)
 
     FUNCTION = "doit"
@@ -208,12 +211,14 @@ class LoadPromptsFromFile:
         matched_path = None
         for d in folder_paths.get_folder_paths('inspire_prompts'):
             matched_path = os.path.join(d, prompt_file)
-            if not os.path.exists(matched_path):
-                matched_path = None
-            else:
+            if os.path.exists(matched_path):
                 break
+            else:
+                matched_path = None
 
         if matched_path:
+            print(f"[INFO] LoadPromptsFromFile: file found '{prompt_file}'")
+        else:
             print(f"[WARN] LoadPromptsFromFile: file not found '{prompt_file}'")
 
         prompts = []
@@ -226,22 +231,23 @@ class LoadPromptsFromFile:
 
             prompt_list = re.split(r'\n\s*-+\s*\n', prompt_data)
 
-            pattern = r"positive:(.*?)(?:\n*|$)negative:(.*)"
+            pattern = r"^(?:(?:positive:(?P<positive>.*?)|negative:(?P<negative>.*?)|name:(?P<name>.*?))\n*)+$"
 
             for p in prompt_list:
                 matches = re.search(pattern, p, re.DOTALL)
 
                 if matches:
-                    positive_text = matches.group(1).strip()
-                    negative_text = matches.group(2).strip()
-                    result_tuple = (positive_text, negative_text, prompt_file)
+                    positive_text = matches.group('positive').strip()
+                    negative_text = matches.group('negative').strip()
+                    name_text = matches.group('name').strip() if matches.group('name') else prompt_file
+                    result_tuple = (positive_text, negative_text, name_text)
                     prompts.append(result_tuple)
                 else:
                     print(f"[WARN] LoadPromptsFromFile: invalid prompt format in '{prompt_file}'")
         except Exception as e:
             print(f"[ERROR] LoadPromptsFromFile: an error occurred while processing '{prompt_file}': {str(e)}\nNOTE: Only files with UTF-8 encoding are supported.")
 
-        return (prompts, )
+        return (prompts, len(prompts),)
 
 
 class LoadSinglePromptFromFile:
@@ -286,6 +292,8 @@ class LoadSinglePromptFromFile:
                 prompt_path = None
 
         if prompt_path:
+            print(f"[INFO] LoadSinglePromptFromFile: file found '{prompt_file}'")
+        else:
             print(f"[WARN] LoadSinglePromptFromFile: file not found '{prompt_file}'")
 
         prompts = []
@@ -302,13 +310,14 @@ class LoadSinglePromptFromFile:
             except Exception:
                 prompt = prompt_list[-1]
 
-            pattern = r"positive:(.*?)(?:\n*|$)negative:(.*)"
+            pattern = r"^(?:(?:positive:(?P<positive>.*?)|negative:(?P<negative>.*?)|name:(?P<name>.*?))\n*)+$"
             matches = re.search(pattern, prompt, re.DOTALL)
 
             if matches:
-                positive_text = matches.group(1).strip()
-                negative_text = matches.group(2).strip()
-                result_tuple = (positive_text, negative_text, prompt_file)
+                positive_text = matches.group('positive').strip()
+                negative_text = matches.group('negative').strip()
+                name_text = matches.group('name').strip() if matches.group('name') else prompt_file
+                result_tuple = (positive_text, negative_text, name_text)
                 prompts.append(result_tuple)
             else:
                 print(f"[WARN] LoadSinglePromptFromFile: invalid prompt format in '{prompt_file}'")
@@ -678,7 +687,7 @@ class SeedExplorer:
                 }
         }
 
-    RETURN_TYPES = ("NOISE",)
+    RETURN_TYPES = ("NOISE_IMAGE",)
     FUNCTION = "doit"
 
     CATEGORY = "InspirePack/Prompt"
@@ -753,15 +762,15 @@ class CompositeNoise:
     def INPUT_TYPES(s):
         return {
             "required": {
-                "destination": ("NOISE",),
-                "source": ("NOISE",),
+                "destination": ("NOISE_IMAGE",),
+                "source": ("NOISE_IMAGE",),
                 "mode": (["center", "left-top", "right-top", "left-bottom", "right-bottom", "xy"], ),
                 "x": ("INT", {"default": 0, "min": 0, "max": nodes.MAX_RESOLUTION, "step": 8}),
                 "y": ("INT", {"default": 0, "min": 0, "max": nodes.MAX_RESOLUTION, "step": 8}),
             },
         }
 
-    RETURN_TYPES = ("NOISE",)
+    RETURN_TYPES = ("NOISE_IMAGE",)
     FUNCTION = "doit"
 
     CATEGORY = "InspirePack/Prompt"

inspire/regional_nodes.py

@@ -460,7 +460,7 @@ class RegionalSeedExplorerMask:
             "required": {
                 "mask": ("MASK",),
 
-                "noise": ("NOISE",),
+                "noise": ("NOISE_IMAGE",),
                 "seed_prompt": ("STRING", {"multiline": True, "dynamicPrompts": False, "pysssss.autocomplete": False}),
                 "enable_additional": ("BOOLEAN", {"default": True, "label_on": "true", "label_off": "false"}),
                 "additional_seed": ("INT", {"default": 0, "min": 0, "max": 0xffffffffffffffff}),
@@ -471,7 +471,7 @@ class RegionalSeedExplorerMask:
                 {"variation_method": (["linear", "slerp"],), }
         }
 
-    RETURN_TYPES = ("NOISE",)
+    RETURN_TYPES = ("NOISE_IMAGE",)
     FUNCTION = "doit"
 
     CATEGORY = "InspirePack/Regional"
@@ -517,7 +517,7 @@ class RegionalSeedExplorerColorMask:
                 "color_mask": ("IMAGE",),
                 "mask_color": ("STRING", {"multiline": False, "default": "#FFFFFF"}),
 
-                "noise": ("NOISE",),
+                "noise": ("NOISE_IMAGE",),
                 "seed_prompt": ("STRING", {"multiline": True, "dynamicPrompts": False, "pysssss.autocomplete": False}),
                 "enable_additional": ("BOOLEAN", {"default": True, "label_on": "true", "label_off": "false"}),
                 "additional_seed": ("INT", {"default": 0, "min": 0, "max": 0xffffffffffffffff}),
@@ -528,7 +528,7 @@ class RegionalSeedExplorerColorMask:
                 {"variation_method": (["linear", "slerp"],), }
         }
 
-    RETURN_TYPES = ("NOISE", "MASK")
+    RETURN_TYPES = ("NOISE_IMAGE", "MASK")
     FUNCTION = "doit"
 
     CATEGORY = "InspirePack/Regional"

js/lora_block_weight.js

@@ -34,19 +34,17 @@ app.registerExtension({
 
 			node._value = "Preset";
 
+            node.widgets[preset_i].callback = (v, canvas, node, pos, e) => {
+                node.widgets[vector_i].value = node._value.split(':')[1];
+                if(node.widgets_values) {
+                    node.widgets_values[vector_i] = node.widgets[preset_i].value;
+                }
+            }
+
 			Object.defineProperty(node.widgets[preset_i], "value", {
 				set: (value) => {
-				        const stackTrace = new Error().stack;
-                        if(stackTrace.includes('inner_value_change')) {
-                            if(value != "Preset") {
-                                node.widgets[vector_i].value = value.split(':')[1];
-	                            if(node.widgets_values) {
-	                                node.widgets_values[vector_i] = node.widgets[preset_i].value;
-                                }
-                            }
-                        }
-
-						node._value = value;
+				        if(value != "Preset")
+						    node._value = value;
 					},
 				get: () => {
                         return node._value;
@@ -77,86 +75,86 @@ app.registerExtension({
 		    let preset_i = 9;
 		    let vector_i = 10;
 			node._value = "Preset";
-			Object.defineProperty(node.widgets[preset_i], "value", {
-				set: (value) => {
-				        const stackTrace = new Error().stack;
-                        if(stackTrace.includes('inner_value_change')) {
-                            if(value != "Preset") {
-                                if(!value.startsWith('@') && node.widgets[vector_i].value != "")
-                                    node.widgets[vector_i].value += "\n";
-                                if(value.startsWith('@')) {
-                                    let spec = value.split(':')[1];
-                                    var n;
-                                    var sub_n = null;
-                                    var block = null;
 
-                                    if(isNaN(spec)) {
-                                        let sub_spec = spec.split(',');
+            node.widgets[preset_i].callback = (v, canvas, node, pos, e) => {
+                let value = node._value;
+                if(!value.startsWith('@') && node.widgets[vector_i].value != "")
+                    node.widgets[vector_i].value += "\n";
+                if(value.startsWith('@')) {
+                    let spec = value.split(':')[1];
+                    var n;
+                    var sub_n = null;
+                    var block = null;
 
-                                        if(sub_spec.length != 3) {
-	                                        node.widgets_values[vector_i] = '!! SPEC ERROR !!';
-	                                        node._value = '';
-	                                        return;
-                                        }
+                    if(isNaN(spec)) {
+                        let sub_spec = spec.split(',');
 
-                                        n = parseInt(sub_spec[0].trim());
-                                        sub_n = parseInt(sub_spec[1].trim());
-                                        block = parseInt(sub_spec[2].trim());
-                                    }
-                                    else {
-                                        n = parseInt(spec.trim());
-                                    }
-
-                                    node.widgets[vector_i].value = "";
-                                    if(sub_n == null) {
-                                        for(let i=1; i<=n; i++) {
-                                            var temp = "";
-                                            for(let j=1; j<=n; j++) {
-                                                if(temp!='')
-                                                    temp += ',';
-                                                if(j==i)
-                                                    temp += 'A';
-                                                else
-                                                    temp += '0';
-                                            }
-
-                                            node.widgets[vector_i].value += `B${i}:${temp}\n`;
-                                        }
-                                    }
-                                    else {
-                                        for(let i=1; i<=sub_n; i++) {
-                                            var temp = "";
-                                            for(let j=1; j<=n; j++) {
-                                                if(temp!='')
-                                                    temp += ',';
-
-                                                if(block!=j)
-                                                    temp += '0';
-                                                else {
-                                                    temp += ' ';
-                                                    for(let k=1; k<=sub_n; k++) {
-                                                        if(k==i)
-                                                            temp += 'A ';
-                                                        else
-                                                            temp += '0 ';
-                                                    }
-                                                }
-                                            }
-
-                                            node.widgets[vector_i].value += `B${block}.SUB${i}:${temp}\n`;
-                                        }
-                                    }
-                                }
-                                else {
-                                    node.widgets[vector_i].value += `${value}/${value.split(':')[0]}`;
-                                }
-	                            if(node.widgets_values) {
-	                                node.widgets_values[vector_i] = node.widgets[preset_i].value;
-                                }
-                            }
+                        if(sub_spec.length != 3) {
+                            node.widgets_values[vector_i] = '!! SPEC ERROR !!';
+                            node._value = '';
+                            return;
                         }
 
-						node._value = value;
+                        n = parseInt(sub_spec[0].trim());
+                        sub_n = parseInt(sub_spec[1].trim());
+                        block = parseInt(sub_spec[2].trim());
+                    }
+                    else {
+                        n = parseInt(spec.trim());
+                    }
+
+                    node.widgets[vector_i].value = "";
+                    if(sub_n == null) {
+                        for(let i=1; i<=n; i++) {
+                            var temp = "";
+                            for(let j=1; j<=n; j++) {
+                                if(temp!='')
+                                    temp += ',';
+                                if(j==i)
+                                    temp += 'A';
+                                else
+                                    temp += '0';
+                            }
+
+                            node.widgets[vector_i].value += `B${i}:${temp}\n`;
+                        }
+                    }
+                    else {
+                        for(let i=1; i<=sub_n; i++) {
+                            var temp = "";
+                            for(let j=1; j<=n; j++) {
+                                if(temp!='')
+                                    temp += ',';
+
+                                if(block!=j)
+                                    temp += '0';
+                                else {
+                                    temp += ' ';
+                                    for(let k=1; k<=sub_n; k++) {
+                                        if(k==i)
+                                            temp += 'A ';
+                                        else
+                                            temp += '0 ';
+                                    }
+                                }
+                            }
+
+                            node.widgets[vector_i].value += `B${block}.SUB${i}:${temp}\n`;
+                        }
+                    }
+                }
+                else {
+                    node.widgets[vector_i].value += `${value}/${value.split(':')[0]}`;
+                }
+                if(node.widgets_values) {
+                    node.widgets_values[vector_i] = node.widgets[preset_i].value;
+                }
+            }
+
+			Object.defineProperty(node.widgets[preset_i], "value", {
+				set: (value) => {
+				        if(value != 'Preset')
+						    node._value = value;
 					},
 				get: () => {
                         return node._value;

js/prompt.js

@@ -42,35 +42,38 @@ app.registerExtension({
 			// lora selector, wildcard selector
 			let combo_id = 5;
 
-			Object.defineProperty(node.widgets[combo_id], "value", {
-				set: (value) => {
-						const stackTrace = new Error().stack;
-						if(stackTrace.includes('inner_value_change')) {
-							if(value != "Select the LoRA to add to the text") {
-								let lora_name = value;
-								if (lora_name.endsWith('.safetensors')) {
-									lora_name = lora_name.slice(0, -12);
-								}
+			// lora
+            node.widgets[combo_id].callback = (value, canvas, node, pos, e) => {
+                let lora_name = node._value;
+                if(lora_name.endsWith('.safetensors')) {
+                    lora_name = lora_name.slice(0, -12);
+                }
 
-								wildcard_text_widget.value += `<lora:${lora_name}>`;
-							}
-						}
-					},
-				get: () => { return "Select the LoRA to add to the text"; }
-			});
+                wildcard_text_widget.value += `<lora:${lora_name}>`;
+            }
+
+            Object.defineProperty(node.widgets[combo_id], "value", {
+                set: (value) => {
+                        if (value !== "Select the LoRA to add to the text")
+                            node._value = value;
+                    },
+
+                get: () => { return "Select the LoRA to add to the text"; }
+            });
+
+            // wildcard
+            node.widgets[combo_id+1].callback = (value, canvas, node, pos, e) => {
+                    if(wildcard_text_widget.value != '')
+                        wildcard_text_widget.value += ', '
+
+                    wildcard_text_widget.value += node._wildcard_value;
+            }
 
 			Object.defineProperty(node.widgets[combo_id+1], "value", {
 				set: (value) => {
-						const stackTrace = new Error().stack;
-						if(stackTrace.includes('inner_value_change')) {
-							if(value != "Select the Wildcard to add to the text") {
-								if(wildcard_text_widget.value != '')
-									wildcard_text_widget.value += ', '
-
-								wildcard_text_widget.value += value;
-							}
-						}
-					},
+                    if (value !== "Select the Wildcard to add to the text")
+                        node._wildcard_value = value;
+                },
 				get: () => { return "Select the Wildcard to add to the text"; }
 			});
 
@@ -115,47 +118,46 @@ app.registerExtension({
 			// lora selector, wildcard selector
 			let combo_id = 5;
 
+            node.widgets[combo_id].callback = (value, canvas, node, pos, e) => {
+                let lora_name = node._lora_value;
+                if (lora_name.endsWith('.safetensors')) {
+                    lora_name = lora_name.slice(0, -12);
+                }
+
+                if(direction_widget.value) {
+                    pos_wildcard_text_widget.value += `<lora:${lora_name}>`;
+                }
+                else {
+                    neg_wildcard_text_widget.value += `<lora:${lora_name}>`;
+                }
+            }
 			Object.defineProperty(node.widgets[combo_id], "value", {
 				set: (value) => {
-						const stackTrace = new Error().stack;
-						if(stackTrace.includes('inner_value_change')) {
-							if(value != "Select the LoRA to add to the text") {
-								let lora_name = value;
-								if (lora_name.endsWith('.safetensors')) {
-									lora_name = lora_name.slice(0, -12);
-								}
-
-								if(direction_widget.value) {
-									pos_wildcard_text_widget.value += `<lora:${lora_name}>`;
-								}
-								else {
-									neg_wildcard_text_widget.value += `<lora:${lora_name}>`;
-								}
-							}
-						}
+                        if (value !== "Select the LoRA to add to the text")
+                            node._lora_value = value;
 					},
 				get: () => { return "Select the LoRA to add to the text"; }
 			});
 
+            node.widgets[combo_id+1].callback = (value, canvas, node, pos, e) => {
+                let w = null;
+                if(direction_widget.value) {
+                    w = pos_wildcard_text_widget;
+                }
+                else {
+                    w = neg_wildcard_text_widget;
+                }
+
+                if(w.value != '')
+                    w.value += ', '
+
+                w.value += node._wildcard_value;
+            }
+
 			Object.defineProperty(node.widgets[combo_id+1], "value", {
 				set: (value) => {
-						const stackTrace = new Error().stack;
-						if(stackTrace.includes('inner_value_change')) {
-							if(value != "Select the Wildcard to add to the text") {
-								let w = null;
-								if(direction_widget.value) {
-									w = pos_wildcard_text_widget;
-								}
-								else {
-									w = neg_wildcard_text_widget;
-								}
-
-								if(w.value != '')
-									w.value += ', '
-
-								w.value += value;
-							}
-						}
+                        if (value !== "Select the Wildcard to add to the text")
+                            node._wildcard_value = value;
 					},
 				get: () => { return "Select the Wildcard to add to the text"; }
 			});
@@ -205,24 +207,22 @@ app.registerExtension({
 				}
 			});
 
+            preset_widget.callback = (value, canvas, node, pos, e) => {
+                if(node.widgets[2].value) {
+                    node.widgets[2].value += ', ';
+                }
+
+                const y = node._preset_value.split(':');
+                if(y.length == 2)
+                    node.widgets[2].value += y[1].trim();
+                else
+                    node.widgets[2].value += node._preset_value.trim();
+            }
+
 			Object.defineProperty(preset_widget, "value", {
-				set: (x) => {
-					const stackTrace = new Error().stack;
-					if(stackTrace.includes('inner_value_change')) {
-						if(node.widgets[2].value) {
-							node.widgets[2].value += ', ';
-						}
-
-						const y = x.split(':');
-						if(y.length == 2)
-							node.widgets[2].value += y[1].trim();
-						else
-							node.widgets[2].value += x.trim();
-
-						if(node.widgets_values) {
-							node.widgets_values[2] = node.widgets[2].values;
-						}
-					};
+				set: (value) => {
+                    if (value !== "#PRESET")
+                        node._preset_value = value;
 				},
 				get: () => { return '#PRESET'; }
 			});

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-inspire-pack"
 description = "This extension provides various nodes to support Lora Block Weight, Regional Nodes, Backend Cache, Prompt Utils, List Utils, Noise(Seed) Utils, ... and the Impact Pack."
-version = "1.7"
+version = "1.9.1"
 license = { file = "LICENSE" }
 dependencies = ["matplotlib", "cachetools"]