From 5bcbc007ddeb5a784925c6c2c457ef0e2a9354b7 Mon Sep 17 00:00:00 2001
From: City <125218114+city96@users.noreply.github.com>
Date: Thu, 30 Mar 2023 23:13:58 +0200
Subject: [PATCH 01/38] Add human-readable names for nodes

---
 nodes.py           | 48 ++++++++++++++++++++++++++++++++++++++++++++++
 server.py          |  3 ++-
 web/scripts/app.js |  2 +-
 3 files changed, 51 insertions(+), 2 deletions(-)

diff --git a/nodes.py b/nodes.py
index 6fb7f0175..538787555 100644
--- a/nodes.py
+++ b/nodes.py
@@ -1018,6 +1018,54 @@ NODE_CLASS_MAPPINGS = {
     "VAEEncodeTiled": VAEEncodeTiled,
 }
 
+NODE_DISPLAY_NAME_MAPPINGS = {
+    # Sampling
+    "KSampler": "KSampler",
+    "KSamplerAdvanced": "KSampler (Advanced)",
+    # Loaders
+    "CheckpointLoader": "Load Checkpoint",
+    "CheckpointLoaderSimple": "Load Checkpoint (Simple)",
+    "VAELoader": "Load VAE",
+    "LoraLoader": "Load LoRA",
+    "CLIPLoader": "Load CLIP",
+    "ControlNetLoader": "Load ControlNet Model",
+    "DiffControlNetLoader": "Load ControlNet Model (diff)",
+    "StyleModelLoader": "Load Style Model",
+    "CLIPVisionLoader": "Load CLIP Vision",
+    "UpscaleModelLoader": "Load Upscale Model",
+    # Conditioning
+    "CLIPVisionEncode": "CLIP Vision Encode",
+    "StyleModelApply": "Apply Style Model",
+    "CLIPTextEncode": "CLIP Text Encode (Prompt)",
+    "CLIPSetLastLayer": "CLIP Set Last Layer",
+    "ConditioningCombine": "Conditioning (Combine)",
+    "ConditioningSetArea": "Conditioning (Set Area)",
+    "ControlNetApply": "Apply ControlNet",
+    # Latent
+    "VAEEncodeForInpaint": "VAE Encode (for Inpainting)",
+    "SetLatentNoiseMask": "Set Latent Noise Mask",
+    "VAEDecode": "VAE Decode",
+    "VAEEncode": "VAE Encode",
+    "LatentRotate": "Rotate Latent",
+    "LatentFlip": "Flip Latent",
+    "LatentCrop": "Crop Latent",
+    "EmptyLatentImage": "Empty Latent Image",
+    "LatentUpscale": "Upscale Latent",
+    "LatentComposite": "Latent Composite",
+    # Image
+    "SaveImage": "Save Image",
+    "PreviewImage": "Preview Image",
+    "LoadImage": "Load Image",
+    "LoadImageMask": "Load Image (as Mask)",
+    "ImageScale": "Upscale Image",
+    "ImageUpscaleWithModel": "Upscale Image (using Model)",
+    "ImageInvert": "Invert Image",
+    "ImagePadForOutpaint": "Pad Image for Outpainting",
+    # _for_testing
+    "VAEDecodeTiled": "VAE Decode (Tiled)",
+    "VAEEncodeTiled": "VAE Encode (Tiled)",
+}
+
 def load_custom_node(module_path):
     module_name = os.path.basename(module_path)
     if os.path.isfile(module_path):
diff --git a/server.py b/server.py
index 80fb2dc72..2e6fc1a28 100644
--- a/server.py
+++ b/server.py
@@ -153,7 +153,8 @@ class PromptServer():
                 info['input'] = obj_class.INPUT_TYPES()
                 info['output'] = obj_class.RETURN_TYPES
                 info['output_name'] = obj_class.RETURN_NAMES if hasattr(obj_class, 'RETURN_NAMES') else info['output']
-                info['name'] = x #TODO
+                info['name'] = x
+                info['display_name'] = nodes.NODE_DISPLAY_NAME_MAPPINGS[x] if x in nodes.NODE_DISPLAY_NAME_MAPPINGS.keys() else x
                 info['description'] = ''
                 info['category'] = 'sd'
                 if hasattr(obj_class, 'CATEGORY'):
diff --git a/web/scripts/app.js b/web/scripts/app.js
index b29981091..125ce17ae 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -777,7 +777,7 @@ class ComfyApp {
 					app.#invokeExtensionsAsync("nodeCreated", this);
 				},
 				{
-					title: nodeData.name,
+					title: nodeData.display_name,
 					comfyClass: nodeData.name,
 				}
 			);

From e6e30ee7cbf88c731b34f8ef52832920567940b6 Mon Sep 17 00:00:00 2001
From: City <125218114+city96@users.noreply.github.com>
Date: Fri, 31 Mar 2023 00:54:35 +0200
Subject: [PATCH 02/38] Fallback for node title

---
 web/scripts/app.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index 125ce17ae..404d87cb6 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -777,7 +777,7 @@ class ComfyApp {
 					app.#invokeExtensionsAsync("nodeCreated", this);
 				},
 				{
-					title: nodeData.display_name,
+					title: nodeData.display_name || nodeData.name,
 					comfyClass: nodeData.name,
 				}
 			);

From 9ac95e6ac7a16283ab5f0710fdda15be3b5a5e50 Mon Sep 17 00:00:00 2001
From: City <125218114+city96@users.noreply.github.com>
Date: Fri, 31 Mar 2023 07:05:17 +0200
Subject: [PATCH 03/38] Add human-readable name support for custom nodes

---
 custom_nodes/example_node.py.example | 5 +++++
 nodes.py                             | 2 ++
 2 files changed, 7 insertions(+)

diff --git a/custom_nodes/example_node.py.example b/custom_nodes/example_node.py.example
index 1bb1a5a37..d2f6e3332 100644
--- a/custom_nodes/example_node.py.example
+++ b/custom_nodes/example_node.py.example
@@ -84,3 +84,8 @@ class Example:
 NODE_CLASS_MAPPINGS = {
     "Example": Example
 }
+
+# A dictionary that contains the friendly/humanly readable titles for the nodes
+NODE_DISPLAY_NAME_MAPPINGS = {
+    "Example": "Example Node"
+}
diff --git a/nodes.py b/nodes.py
index 538787555..da71dfc04 100644
--- a/nodes.py
+++ b/nodes.py
@@ -1081,6 +1081,8 @@ def load_custom_node(module_path):
         module_spec.loader.exec_module(module)
         if hasattr(module, "NODE_CLASS_MAPPINGS") and getattr(module, "NODE_CLASS_MAPPINGS") is not None:
             NODE_CLASS_MAPPINGS.update(module.NODE_CLASS_MAPPINGS)
+            if hasattr(module, "NODE_DISPLAY_NAME_MAPPINGS") and getattr(module, "NODE_DISPLAY_NAME_MAPPINGS") is not None:
+                NODE_DISPLAY_NAME_MAPPINGS.update(module.NODE_DISPLAY_NAME_MAPPINGS)
         else:
             print(f"Skip {module_path} module for custom nodes due to the lack of NODE_CLASS_MAPPINGS.")
     except Exception as e:

From 07e9a6b8266326c5f51ea7b0cc20c6129bf5d238 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Fri, 7 Apr 2023 15:11:00 -0400
Subject: [PATCH 04/38] Update litegraph from upstream.

---
 web/lib/litegraph.core.js | 321 +++++++++++++++++++-------------------
 1 file changed, 164 insertions(+), 157 deletions(-)

diff --git a/web/lib/litegraph.core.js b/web/lib/litegraph.core.js
index 862d59067..066f51938 100644
--- a/web/lib/litegraph.core.js
+++ b/web/lib/litegraph.core.js
@@ -89,6 +89,7 @@
         NO_TITLE: 1,
         TRANSPARENT_TITLE: 2,
         AUTOHIDE_TITLE: 3,
+        VERTICAL_LAYOUT: "vertical", // arrange nodes vertically
 
         proxy: null, //used to redirect calls
         node_images_path: "",
@@ -125,14 +126,14 @@
         registered_slot_out_types: {}, // slot types for nodeclass
         slot_types_in: [], // slot types IN
         slot_types_out: [], // slot types OUT
-        slot_types_default_in: [], // specify for each IN slot type a(/many) deafult node(s), use single string, array, or object (with node, title, parameters, ..) like for search
-		slot_types_default_out: [], // specify for each OUT slot type a(/many) deafult node(s), use single string, array, or object (with node, title, parameters, ..) like for search
+        slot_types_default_in: [], // specify for each IN slot type a(/many) default node(s), use single string, array, or object (with node, title, parameters, ..) like for search
+		slot_types_default_out: [], // specify for each OUT slot type a(/many) default node(s), use single string, array, or object (with node, title, parameters, ..) like for search
 		
 		alt_drag_do_clone_nodes: false, // [true!] very handy, ALT click to clone and drag the new node
 
 		do_add_triggers_slots: false, // [true!] will create and connect event slots when using action/events connections, !WILL CHANGE node mode when using onTrigger (enable mode colors), onExecuted does not need this
 		
-		allow_multi_output_for_events: true, // [false!] being events, it is strongly reccomended to use them sequentually, one by one
+		allow_multi_output_for_events: true, // [false!] being events, it is strongly reccomended to use them sequentially, one by one
 
 		middle_click_slot_add_default_node: false, //[true!] allows to create and connect a ndoe clicking with the third button (wheel)
 		
@@ -158,80 +159,67 @@
                 console.log("Node registered: " + type);
             }
 
-            var categories = type.split("/");
-            var classname = base_class.name;
+            const classname = base_class.name;
 
-            var pos = type.lastIndexOf("/");
-            base_class.category = type.substr(0, pos);
+            const pos = type.lastIndexOf("/");
+            base_class.category = type.substring(0, pos);
 
             if (!base_class.title) {
                 base_class.title = classname;
             }
-            //info.name = name.substr(pos+1,name.length - pos);
 
             //extend class
-            if (base_class.prototype) {
-                //is a class
-                for (var i in LGraphNode.prototype) {
-                    if (!base_class.prototype[i]) {
-                        base_class.prototype[i] = LGraphNode.prototype[i];
-                    }
+            for (var i in LGraphNode.prototype) {
+                if (!base_class.prototype[i]) {
+                    base_class.prototype[i] = LGraphNode.prototype[i];
                 }
             }
 
-            var prev = this.registered_node_types[type];
-			if(prev)
-				console.log("replacing node type: " + type);
-			else
-			{
-				if( !Object.hasOwnProperty( base_class.prototype, "shape") )
-				Object.defineProperty(base_class.prototype, "shape", {
-					set: function(v) {
-						switch (v) {
-							case "default":
-								delete this._shape;
-								break;
-							case "box":
-								this._shape = LiteGraph.BOX_SHAPE;
-								break;
-							case "round":
-								this._shape = LiteGraph.ROUND_SHAPE;
-								break;
-							case "circle":
-								this._shape = LiteGraph.CIRCLE_SHAPE;
-								break;
-							case "card":
-								this._shape = LiteGraph.CARD_SHAPE;
-								break;
-							default:
-								this._shape = v;
-						}
-					},
-					get: function(v) {
-						return this._shape;
-					},
-					enumerable: true,
-					configurable: true
-				});
+            const prev = this.registered_node_types[type];
+            if(prev) {
+                console.log("replacing node type: " + type);
+            }
+            if( !Object.prototype.hasOwnProperty.call( base_class.prototype, "shape") ) {
+                Object.defineProperty(base_class.prototype, "shape", {
+                    set: function(v) {
+                        switch (v) {
+                            case "default":
+                                delete this._shape;
+                                break;
+                            case "box":
+                                this._shape = LiteGraph.BOX_SHAPE;
+                                break;
+                            case "round":
+                                this._shape = LiteGraph.ROUND_SHAPE;
+                                break;
+                            case "circle":
+                                this._shape = LiteGraph.CIRCLE_SHAPE;
+                                break;
+                            case "card":
+                                this._shape = LiteGraph.CARD_SHAPE;
+                                break;
+                            default:
+                                this._shape = v;
+                        }
+                    },
+                    get: function() {
+                        return this._shape;
+                    },
+                    enumerable: true,
+                    configurable: true
+                });
+                
 
-				//warnings
-				if (base_class.prototype.onPropertyChange) {
-					console.warn(
-						"LiteGraph node class " +
-							type +
-							" has onPropertyChange method, it must be called onPropertyChanged with d at the end"
-					);
-				}
-
-				//used to know which nodes create when dragging files to the canvas
-				if (base_class.supported_extensions) {
-					for (var i in base_class.supported_extensions) {
-						var ext = base_class.supported_extensions[i];
-						if(ext && ext.constructor === String)
-							this.node_types_by_file_extension[ ext.toLowerCase() ] = base_class;
-					}
-				}
-			}
+                //used to know which nodes to create when dragging files to the canvas
+                if (base_class.supported_extensions) {
+                    for (let i in base_class.supported_extensions) {
+                        const ext = base_class.supported_extensions[i];
+                        if(ext && ext.constructor === String) {
+                            this.node_types_by_file_extension[ ext.toLowerCase() ] = base_class;
+                        }
+                    }
+                }
+            }
 
             this.registered_node_types[type] = base_class;
             if (base_class.constructor.name) {
@@ -252,19 +240,11 @@
                         " has onPropertyChange method, it must be called onPropertyChanged with d at the end"
                 );
             }
-
-			//used to know which nodes create when dragging files to the canvas
-            if (base_class.supported_extensions) {
-                for (var i=0; i < base_class.supported_extensions.length; i++) {
-					var ext = base_class.supported_extensions[i];
-					if(ext && ext.constructor === String)
-	                    this.node_types_by_file_extension[ ext.toLowerCase() ] = base_class;
-                }
-            }
             
-            // TODO one would want to know input and ouput :: this would allow trought registerNodeAndSlotType to get all the slots types
-            //console.debug("Registering "+type);
-            if (this.auto_load_slot_types) nodeTmp = new base_class(base_class.title || "tmpnode");
+            // TODO one would want to know input and ouput :: this would allow through registerNodeAndSlotType to get all the slots types
+            if (this.auto_load_slot_types) {
+                new base_class(base_class.title || "tmpnode");
+            }
         },
 
         /**
@@ -1260,37 +1240,39 @@
      * Positions every node in a more readable manner
      * @method arrange
      */
-    LGraph.prototype.arrange = function(margin) {
+    LGraph.prototype.arrange = function (margin, layout) {
         margin = margin || 100;
 
-        var nodes = this.computeExecutionOrder(false, true);
-        var columns = [];
-        for (var i = 0; i < nodes.length; ++i) {
-            var node = nodes[i];
-            var col = node._level || 1;
+        const nodes = this.computeExecutionOrder(false, true);
+        const columns = [];
+        for (let i = 0; i < nodes.length; ++i) {
+            const node = nodes[i];
+            const col = node._level || 1;
             if (!columns[col]) {
                 columns[col] = [];
             }
             columns[col].push(node);
         }
 
-        var x = margin;
+        let x = margin;
 
-        for (var i = 0; i < columns.length; ++i) {
-            var column = columns[i];
+        for (let i = 0; i < columns.length; ++i) {
+            const column = columns[i];
             if (!column) {
                 continue;
             }
-            var max_size = 100;
-            var y = margin + LiteGraph.NODE_TITLE_HEIGHT;
-            for (var j = 0; j < column.length; ++j) {
-                var node = column[j];
-                node.pos[0] = x;
-                node.pos[1] = y;
-                if (node.size[0] > max_size) {
-                    max_size = node.size[0];
+            let max_size = 100;
+            let y = margin + LiteGraph.NODE_TITLE_HEIGHT;
+            for (let j = 0; j < column.length; ++j) {
+                const node = column[j];
+                node.pos[0] = (layout == LiteGraph.VERTICAL_LAYOUT) ? y : x;
+                node.pos[1] = (layout == LiteGraph.VERTICAL_LAYOUT) ? x : y;
+                const max_size_index = (layout == LiteGraph.VERTICAL_LAYOUT) ? 1 : 0;
+                if (node.size[max_size_index] > max_size) {
+                    max_size = node.size[max_size_index];
                 }
-                y += node.size[1] + margin + LiteGraph.NODE_TITLE_HEIGHT;
+                const node_size_index = (layout == LiteGraph.VERTICAL_LAYOUT) ? 0 : 1;
+                y += node.size[node_size_index] + margin + LiteGraph.NODE_TITLE_HEIGHT;
             }
             x += max_size + margin;
         }
@@ -2468,43 +2450,34 @@
             this.title = this.constructor.title;
         }
 
-        if (this.onConnectionsChange) {
-            if (this.inputs) {
-                for (var i = 0; i < this.inputs.length; ++i) {
-                    var input = this.inputs[i];
-                    var link_info = this.graph
-                        ? this.graph.links[input.link]
-                        : null;
-                    this.onConnectionsChange(
-                        LiteGraph.INPUT,
-                        i,
-                        true,
-                        link_info,
-                        input
-                    ); //link_info has been created now, so its updated
-                }
-            }
+		if (this.inputs) {
+			for (var i = 0; i < this.inputs.length; ++i) {
+				var input = this.inputs[i];
+				var link_info = this.graph ? this.graph.links[input.link] : null;
+				if (this.onConnectionsChange)
+					this.onConnectionsChange( LiteGraph.INPUT, i, true, link_info, input ); //link_info has been created now, so its updated
 
-            if (this.outputs) {
-                for (var i = 0; i < this.outputs.length; ++i) {
-                    var output = this.outputs[i];
-                    if (!output.links) {
-                        continue;
-                    }
-                    for (var j = 0; j < output.links.length; ++j) {
-                        var link_info = this.graph
-                            ? this.graph.links[output.links[j]]
-                            : null;
-                        this.onConnectionsChange(
-                            LiteGraph.OUTPUT,
-                            i,
-                            true,
-                            link_info,
-                            output
-                        ); //link_info has been created now, so its updated
-                    }
-                }
-            }
+				if( this.onInputAdded )
+					this.onInputAdded(input);
+
+			}
+		}
+
+		if (this.outputs) {
+			for (var i = 0; i < this.outputs.length; ++i) {
+				var output = this.outputs[i];
+				if (!output.links) {
+					continue;
+				}
+				for (var j = 0; j < output.links.length; ++j) {
+					var link_info = this.graph 	? this.graph.links[output.links[j]] : null;
+					if (this.onConnectionsChange)
+						this.onConnectionsChange( LiteGraph.OUTPUT, i, true, link_info, output ); //link_info has been created now, so its updated
+				}
+
+				if( this.onOutputAdded )
+					this.onOutputAdded(output);
+			}
         }
 
 		if( this.widgets )
@@ -3200,6 +3173,15 @@
             return;
         }
 
+		if(slot == null)
+		{
+			console.error("slot must be a number");
+			return;
+		}
+
+		if(slot.constructor !== Number)
+			console.warn("slot must be a number, use node.trigger('name') if you want to use a string");
+
         var output = this.outputs[slot];
         if (!output) {
             return;
@@ -3346,26 +3328,26 @@
      * @param {Object} extra_info this can be used to have special properties of an output (label, special color, position, etc)
      */
     LGraphNode.prototype.addOutput = function(name, type, extra_info) {
-        var o = { name: name, type: type, links: null };
+        var output = { name: name, type: type, links: null };
         if (extra_info) {
             for (var i in extra_info) {
-                o[i] = extra_info[i];
+                output[i] = extra_info[i];
             }
         }
 
         if (!this.outputs) {
             this.outputs = [];
         }
-        this.outputs.push(o);
+        this.outputs.push(output);
         if (this.onOutputAdded) {
-            this.onOutputAdded(o);
+            this.onOutputAdded(output);
         }
         
         if (LiteGraph.auto_load_slot_types) LiteGraph.registerNodeAndSlotType(this,type,true);
         
         this.setSize( this.computeSize() );
         this.setDirtyCanvas(true, true);
-        return o;
+        return output;
     };
 
     /**
@@ -3437,10 +3419,10 @@
      */
     LGraphNode.prototype.addInput = function(name, type, extra_info) {
         type = type || 0;
-        var o = { name: name, type: type, link: null };
+        var input = { name: name, type: type, link: null };
         if (extra_info) {
             for (var i in extra_info) {
-                o[i] = extra_info[i];
+                input[i] = extra_info[i];
             }
         }
 
@@ -3448,17 +3430,17 @@
             this.inputs = [];
         }
 
-        this.inputs.push(o);
+        this.inputs.push(input);
         this.setSize( this.computeSize() );
 
         if (this.onInputAdded) {
-            this.onInputAdded(o);
+            this.onInputAdded(input);
 		}
         
         LiteGraph.registerNodeAndSlotType(this,type);
 
         this.setDirtyCanvas(true, true);
-        return o;
+        return input;
     };
 
     /**
@@ -5210,6 +5192,7 @@ LGraphNode.prototype.executeAction = function(action)
         this.allow_dragcanvas = true;
         this.allow_dragnodes = true;
         this.allow_interaction = true; //allow to control widgets, buttons, collapse, etc
+        this.multi_select = false; //allow selecting multi nodes without pressing extra keys
         this.allow_searchbox = true;
         this.allow_reconnect_links = true; //allows to change a connection with having to redo it again
 		this.align_to_grid = false; //snap to grid
@@ -5435,7 +5418,7 @@ LGraphNode.prototype.executeAction = function(action)
     };
 
     /**
-     * returns the visualy active graph (in case there are more in the stack)
+     * returns the visually active graph (in case there are more in the stack)
      * @method getCurrentGraph
      * @return {LGraph} the active graph
      */
@@ -6060,9 +6043,13 @@ LGraphNode.prototype.executeAction = function(action)
 							this.graph.beforeChange();
                             this.node_dragged = node;
                         }
-                        if (!this.selected_nodes[node.id]) {
-                            this.processNodeSelected(node, e);
-                        }
+                        this.processNodeSelected(node, e);
+                    } else { // double-click
+                        /**
+                         * Don't call the function if the block is already selected.
+                         * Otherwise, it could cause the block to be unselected while its panel is open.
+                         */
+                        if (!node.is_selected) this.processNodeSelected(node, e);
                     }
 
                     this.dirty_canvas = true;
@@ -6474,6 +6461,10 @@ LGraphNode.prototype.executeAction = function(action)
                     var n = this.selected_nodes[i];
                     n.pos[0] += delta[0] / this.ds.scale;
                     n.pos[1] += delta[1] / this.ds.scale;
+                    if (!n.is_selected) this.processNodeSelected(n, e); /*
+                     * Don't call the function if the block is already selected.
+                     * Otherwise, it could cause the block to be unselected while dragging.
+                     */
                 }
 
                 this.dirty_canvas = true;
@@ -7287,7 +7278,7 @@ LGraphNode.prototype.executeAction = function(action)
     };
 
     LGraphCanvas.prototype.processNodeSelected = function(node, e) {
-        this.selectNode(node, e && (e.shiftKey||e.ctrlKey));
+        this.selectNode(node, e && (e.shiftKey || e.ctrlKey || this.multi_select));
         if (this.onNodeSelected) {
             this.onNodeSelected(node);
         }
@@ -7323,6 +7314,7 @@ LGraphNode.prototype.executeAction = function(action)
         for (var i in nodes) {
             var node = nodes[i];
             if (node.is_selected) {
+                this.deselectNode(node);
                 continue;
             }
 
@@ -7489,8 +7481,8 @@ LGraphNode.prototype.executeAction = function(action)
         	clientY_rel = e.clientY;
         }
     	
-        e.deltaX = clientX_rel - this.last_mouse_position[0];
-        e.deltaY = clientY_rel- this.last_mouse_position[1];
+        // e.deltaX = clientX_rel - this.last_mouse_position[0];
+        // e.deltaY = clientY_rel- this.last_mouse_position[1];
 
         this.last_mouse_position[0] = clientX_rel;
         this.last_mouse_position[1] = clientY_rel;
@@ -9742,13 +9734,17 @@ LGraphNode.prototype.executeAction = function(action)
                     ctx.fillRect(margin, y, widget_width - margin * 2, H);
                     var range = w.options.max - w.options.min;
                     var nvalue = (w.value - w.options.min) / range;
-                    ctx.fillStyle = active_widget == w ? "#89A" : "#678";
+					if(nvalue < 0.0) nvalue = 0.0;
+					if(nvalue > 1.0) nvalue = 1.0;
+                    ctx.fillStyle = w.options.hasOwnProperty("slider_color") ? w.options.slider_color : (active_widget == w ? "#89A" : "#678");
                     ctx.fillRect(margin, y, nvalue * (widget_width - margin * 2), H);
 					if(show_text && !w.disabled)
 	                    ctx.strokeRect(margin, y, widget_width - margin * 2, H);
                     if (w.marker) {
                         var marker_nvalue = (w.marker - w.options.min) / range;
-                        ctx.fillStyle = "#AA9";
+						if(marker_nvalue < 0.0) marker_nvalue = 0.0;
+						if(marker_nvalue > 1.0) marker_nvalue = 1.0;
+                        ctx.fillStyle = w.options.hasOwnProperty("marker_color") ? w.options.marker_color : "#AA9";
                         ctx.fillRect( margin + marker_nvalue * (widget_width - margin * 2), y, 2, H );
                     }
                     if (show_text) {
@@ -9915,6 +9911,7 @@ LGraphNode.prototype.executeAction = function(action)
 				case "slider":
 					var range = w.options.max - w.options.min;
 					var nvalue = Math.clamp((x - 15) / (widget_width - 30), 0, 1);
+					if(w.options.read_only) break;
 					w.value = w.options.min + (w.options.max - w.options.min) * nvalue;
 					if (w.callback) {
 						setTimeout(function() {
@@ -9927,7 +9924,8 @@ LGraphNode.prototype.executeAction = function(action)
 				case "combo":
 					var old_value = w.value;
 					if (event.type == LiteGraph.pointerevents_method+"move" && w.type == "number") {
-						w.value += event.deltaX * 0.1 * (w.options.step || 1);
+                        if(event.deltaX)
+						    w.value += event.deltaX * 0.1 * (w.options.step || 1);
 						if ( w.options.min != null && w.value < w.options.min ) {
 							w.value = w.options.min;
 						}
@@ -9994,6 +9992,12 @@ LGraphNode.prototype.executeAction = function(action)
 						var delta = x < 40 ? -1 : x > widget_width - 40 ? 1 : 0;
 						if (event.click_time < 200 && delta == 0) {
 							this.prompt("Value",w.value,function(v) {
+									// check if v is a valid equation or a number
+									  if (/^[0-9+\-*/()\s]+$/.test(v)) {
+										try {//solve the equation if possible
+									    		v = eval(v);
+										} catch (e) { }
+									}	
 									this.value = Number(v);
 									inner_value_change(this, this.value);
 								}.bind(w),
@@ -10022,7 +10026,6 @@ LGraphNode.prototype.executeAction = function(action)
 				case "text":
 					if (event.type == LiteGraph.pointerevents_method+"down") {
 						this.prompt("Value",w.value,function(v) {
-								this.value = v;
 								inner_value_change(this, v);
 							}.bind(w),
 							event,w.options ? w.options.multiline : false );
@@ -10047,6 +10050,9 @@ LGraphNode.prototype.executeAction = function(action)
         }//end for
 
         function inner_value_change(widget, value) {
+            if(widget.type == "number"){
+                value = Number(value);
+            }
             widget.value = value;
             if ( widget.options && widget.options.property && node.properties[widget.options.property] !== undefined ) {
                 node.setProperty( widget.options.property, value );
@@ -11165,7 +11171,7 @@ LGraphNode.prototype.executeAction = function(action)
     LGraphCanvas.search_limit = -1;
     LGraphCanvas.prototype.showSearchBox = function(event, options) {
         // proposed defaults
-        def_options = { slot_from: null
+        var def_options = { slot_from: null
                         ,node_from: null
                         ,node_to: null
                         ,do_type_filter: LiteGraph.search_filter_enabled // TODO check for registered_slot_[in/out]_types not empty // this will be checked for functionality enabled : filter on slot type, in and out
@@ -11863,7 +11869,7 @@ LGraphNode.prototype.executeAction = function(action)
 
     // TODO refactor, theer are different dialog, some uses createDialog, some dont
     LGraphCanvas.prototype.createDialog = function(html, options) {
-        def_options = { checkForInput: false, closeOnLeave: true, closeOnLeave_checkModified: true };
+        var def_options = { checkForInput: false, closeOnLeave: true, closeOnLeave_checkModified: true };
         options = Object.assign(def_options, options || {});
 
         var dialog = document.createElement("div");
@@ -11993,7 +11999,8 @@ LGraphNode.prototype.executeAction = function(action)
 		    if (root.onClose && typeof root.onClose == "function"){
 		        root.onClose();
 		    }
-		    root.parentNode.removeChild(root);
+            if(root.parentNode)
+		        root.parentNode.removeChild(root);
 		    /* XXX CHECK THIS */
 		    if(this.parentNode){
 		    	this.parentNode.removeChild(this);
@@ -12285,7 +12292,7 @@ LGraphNode.prototype.executeAction = function(action)
 		var ref_window = this.getCanvasWindow();
         var that = this;
 		var graphcanvas = this;
-		panel = this.createPanel(node.title || "",{
+		var panel = this.createPanel(node.title || "",{
                                                     closable: true
                                                     ,window: ref_window
                                                     ,onOpen: function(){

From 7e254d2f690ddd49d4d164b56be0e534a1fd2a2d Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Fri, 7 Apr 2023 15:52:56 -0400
Subject: [PATCH 05/38] Clarify what --windows-standalone-build does.

---
 comfy/cli_args.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/comfy/cli_args.py b/comfy/cli_args.py
index 739891f71..b24054ce0 100644
--- a/comfy/cli_args.py
+++ b/comfy/cli_args.py
@@ -26,6 +26,6 @@ vram_group.add_argument("--cpu", action="store_true", help="To use the CPU for e
 
 parser.add_argument("--dont-print-server", action="store_true", help="Don't print server output.")
 parser.add_argument("--quick-test-for-ci", action="store_true", help="Quick test for CI.")
-parser.add_argument("--windows-standalone-build", action="store_true", help="Windows standalone build.")
+parser.add_argument("--windows-standalone-build", action="store_true", help="Windows standalone build: Enable convenient things that most people using the standalone windows build will probably enjoy (like auto opening the page on startup).")
 
 args = parser.parse_args()

From f4e359cce1fe0e929bde617083a414961dd871b3 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Fri, 7 Apr 2023 16:26:06 -0400
Subject: [PATCH 06/38] Set title of page to ComfyUI.

---
 web/index.html | 1 +
 1 file changed, 1 insertion(+)

diff --git a/web/index.html b/web/index.html
index 86156a7f8..bb79433ce 100644
--- a/web/index.html
+++ b/web/index.html
@@ -2,6 +2,7 @@
 <html lang="en">
 	<head>
 		<meta charset="UTF-8">
+		<title>ComfyUI</title>
 		<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no">
 		<link rel="stylesheet" type="text/css" href="lib/litegraph.css" />
 		<link rel="stylesheet" type="text/css" href="style.css" />

From 2d7ad41142a941f7d82e166869bb1e8372a559ac Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Fri, 7 Apr 2023 19:42:03 -0400
Subject: [PATCH 07/38] colorPalette sets LiteGraph colors

---
 web/extensions/core/colorPalette.js | 34 +++++++++++++++++++++++++++--
 1 file changed, 32 insertions(+), 2 deletions(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index e54bc2a38..8e542b5c2 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -21,8 +21,31 @@ const colorPalettes = {
 				"MODEL": "#B39DDB", // light lavender-purple
 				"STYLE_MODEL": "#C2FFAE", // light green-yellow
 				"VAE": "#FF6E6E", // bright red
-			}
-		}
+			},
+			"litegraph_base": {
+				"NODE_TITLE_COLOR": "#999",
+				"NODE_SELECTED_TITLE_COLOR": "#FFF",
+				"NODE_TEXT_SIZE": 14,
+				"NODE_TEXT_COLOR": "#AAA",
+				"NODE_SUBTEXT_SIZE": 12,
+				"NODE_DEFAULT_COLOR": "#333",
+				"NODE_DEFAULT_BGCOLOR": "#353535",
+				"NODE_DEFAULT_BOXCOLOR": "#666",
+				"NODE_DEFAULT_SHAPE": "box",
+				"NODE_BOX_OUTLINE_COLOR": "#FFF",
+				"DEFAULT_SHADOW_COLOR": "rgba(0,0,0,0.5)",
+				"DEFAULT_GROUP_FONT": 24,
+
+				"WIDGET_BGCOLOR": "#222",
+				"WIDGET_OUTLINE_COLOR": "#666",
+				"WIDGET_TEXT_COLOR": "#DDD",
+				"WIDGET_SECONDARY_TEXT_COLOR": "#999",
+
+				"LINK_COLOR": "#9A9",
+				"EVENT_LINK_COLOR": "#A86",
+				"CONNECTING_LINK_COLOR": "#AFA",
+			},
+		},
 	},
 	"palette_2": {
 		"id": "palette_2",
@@ -194,6 +217,13 @@ app.registerExtension({
 					Object.assign(app.canvas.default_connection_color_byType, colorPalette.colors.node_slot);
 					app.canvas.draw(true, true);
 				}
+				if (colorPalette.colors.litegraph_base) {
+					for (const key in colorPalette.colors.litegraph_base) {
+						if (colorPalette.colors.litegraph_base.hasOwnProperty(key) && LiteGraph.hasOwnProperty(key)) {
+							LiteGraph[key] = colorPalette.colors.litegraph_base[key];
+						}
+					}
+				}
 			}
 		};
 

From 7bce83aa0394a01c6624e7d1a5763653e52e6eb6 Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Fri, 7 Apr 2023 20:12:24 -0400
Subject: [PATCH 08/38] fixes NODE_TITLE_COLOR not being set

---
 web/extensions/core/colorPalette.js | 60 +++++++++++++++++++++--------
 1 file changed, 43 insertions(+), 17 deletions(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index 8e542b5c2..d212602c6 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -47,25 +47,48 @@ const colorPalettes = {
 			},
 		},
 	},
-	"palette_2": {
-		"id": "palette_2",
-		"name": "Palette 2",
+	"solarized": {
+		"id": "solarized",
+		"name": "Solarized",
 		"colors": {
 			"node_slot": {
-				"CLIP": "#556B2F", // Dark Olive Green
-				"CLIP_VISION": "#4B0082", // Indigo
-				"CLIP_VISION_OUTPUT": "#006400", // Green
-				"CONDITIONING": "#FF1493", // Deep Pink
-				"CONTROL_NET": "#8B4513", // Saddle Brown
-				"IMAGE": "#8B0000", // Dark Red
-				"LATENT": "#00008B", // Dark Blue
-				"MASK": "#2F4F4F", // Dark Slate Grey
-				"MODEL": "#FF8C00", // Dark Orange
-				"STYLE_MODEL": "#004A4A", // Sherpa Blue
-				"UPSCALE_MODEL": "#4A004A", // Tyrian Purple
-				"VAE": "#4F394F", // Loulou
-			}
-		}
+				"CLIP": "#859900", // Green
+				"CLIP_VISION": "#6c71c4", // Indigo
+				"CLIP_VISION_OUTPUT": "#859900", // Green
+				"CONDITIONING": "#d33682", // Magenta
+				"CONTROL_NET": "#cb4b16", // Orange
+				"IMAGE": "#dc322f", // Red
+				"LATENT": "#268bd2", // Blue
+				"MASK": "#073642", // Base02
+				"MODEL": "#cb4b16", // Orange
+				"STYLE_MODEL": "#073642", // Base02
+				"UPSCALE_MODEL": "#6c71c4", // Indigo
+				"VAE": "#586e75", // Base1
+			},
+			"litegraph_base": {
+				"NODE_TITLE_COLOR": "#fdf6e3",
+				"NODE_SELECTED_TITLE_COLOR": "#b58900",
+				"NODE_TEXT_SIZE": 14,
+				"NODE_TEXT_COLOR": "#657b83",
+				"NODE_SUBTEXT_SIZE": 12,
+				"NODE_DEFAULT_COLOR": "#586e75",
+				"NODE_DEFAULT_BGCOLOR": "#073642",
+				"NODE_DEFAULT_BOXCOLOR": "#839496",
+				"NODE_DEFAULT_SHAPE": "box",
+				"NODE_BOX_OUTLINE_COLOR": "#fdf6e3",
+				"DEFAULT_SHADOW_COLOR": "rgba(0,0,0,0.5)",
+				"DEFAULT_GROUP_FONT": 24,
+
+				"WIDGET_BGCOLOR": "#002b36",
+				"WIDGET_OUTLINE_COLOR": "#839496",
+				"WIDGET_TEXT_COLOR": "#fdf6e3",
+				"WIDGET_SECONDARY_TEXT_COLOR": "#93a1a1",
+
+				"LINK_COLOR": "#2aa198",
+				"EVENT_LINK_COLOR": "#268bd2",
+				"CONNECTING_LINK_COLOR": "#859900",
+			},
+		},
 	}
 };
 
@@ -218,6 +241,9 @@ app.registerExtension({
 					app.canvas.draw(true, true);
 				}
 				if (colorPalette.colors.litegraph_base) {
+					// Everything updates correctly in the loop, except the Node Title for some reason
+					app.canvas.node_title_color = colorPalette.colors.litegraph_base.NODE_TITLE_COLOR;
+
 					for (const key in colorPalette.colors.litegraph_base) {
 						if (colorPalette.colors.litegraph_base.hasOwnProperty(key) && LiteGraph.hasOwnProperty(key)) {
 							LiteGraph[key] = colorPalette.colors.litegraph_base[key];

From 463792f06826227c711a5b2e729cafbe5b8e6ce8 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Fri, 7 Apr 2023 23:07:19 -0400
Subject: [PATCH 09/38] Allow dragging again.

---
 web/lib/litegraph.core.js | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/web/lib/litegraph.core.js b/web/lib/litegraph.core.js
index 066f51938..c3efa22a9 100644
--- a/web/lib/litegraph.core.js
+++ b/web/lib/litegraph.core.js
@@ -7481,8 +7481,8 @@ LGraphNode.prototype.executeAction = function(action)
         	clientY_rel = e.clientY;
         }
     	
-        // e.deltaX = clientX_rel - this.last_mouse_position[0];
-        // e.deltaY = clientY_rel- this.last_mouse_position[1];
+        e.deltaX = clientX_rel - this.last_mouse_position[0];
+        e.deltaY = clientY_rel- this.last_mouse_position[1];
 
         this.last_mouse_position[0] = clientX_rel;
         this.last_mouse_position[1] = clientY_rel;
@@ -9923,7 +9923,14 @@ LGraphNode.prototype.executeAction = function(action)
 				case "number":
 				case "combo":
 					var old_value = w.value;
-					if (event.type == LiteGraph.pointerevents_method+"move" && w.type == "number") {
+					var delta = x < 40 ? -1 : x > widget_width - 40 ? 1 : 0;
+					var allow_scroll = true;
+					if (delta) {
+						if (x > -3 && x < widget_width + 3) {
+							allow_scroll = false;
+						}
+					}
+					if (allow_scroll && event.type == LiteGraph.pointerevents_method+"move" && w.type == "number") {
                         if(event.deltaX)
 						    w.value += event.deltaX * 0.1 * (w.options.step || 1);
 						if ( w.options.min != null && w.value < w.options.min ) {

From ebd7f9bf80213a44a8e2cadc75875a4b980991e5 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Sat, 8 Apr 2023 01:10:15 -0400
Subject: [PATCH 10/38] Change the default prompt to something more impressive.

---
 web/scripts/defaultGraph.js | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/web/scripts/defaultGraph.js b/web/scripts/defaultGraph.js
index 967377ad6..9b3cb4a7e 100644
--- a/web/scripts/defaultGraph.js
+++ b/web/scripts/defaultGraph.js
@@ -13,7 +13,7 @@ export const defaultGraph = {
 			inputs: [{ name: "clip", type: "CLIP", link: 5 }],
 			outputs: [{ name: "CONDITIONING", type: "CONDITIONING", links: [6], slot_index: 0 }],
 			properties: {},
-			widgets_values: ["bad hands"],
+			widgets_values: ["text, watermark"],
 		},
 		{
 			id: 6,
@@ -26,7 +26,7 @@ export const defaultGraph = {
 			inputs: [{ name: "clip", type: "CLIP", link: 3 }],
 			outputs: [{ name: "CONDITIONING", type: "CONDITIONING", links: [4], slot_index: 0 }],
 			properties: {},
-			widgets_values: ["masterpiece best quality girl"],
+			widgets_values: ["beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"],
 		},
 		{
 			id: 5,
@@ -56,7 +56,7 @@ export const defaultGraph = {
 			],
 			outputs: [{ name: "LATENT", type: "LATENT", links: [7], slot_index: 0 }],
 			properties: {},
-			widgets_values: [8566257, true, 20, 8, "euler", "normal", 1],
+			widgets_values: [156680208700286, true, 20, 8, "euler", "normal", 1],
 		},
 		{
 			id: 8,

From 5bb1358dd66a310793a1ea1a8cfcb037618fe37e Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 09:28:35 -0400
Subject: [PATCH 11/38] manual set default link color

---
 web/extensions/core/colorPalette.js |  3 +-
 web/scripts/test.js                 | 71 +++++++++++++++++++++++++++++
 2 files changed, 73 insertions(+), 1 deletion(-)
 create mode 100644 web/scripts/test.js

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index d212602c6..30a984607 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -238,11 +238,11 @@ app.registerExtension({
 			if (colorPalette.colors) {
 				if (colorPalette.colors.node_slot) {
 					Object.assign(app.canvas.default_connection_color_byType, colorPalette.colors.node_slot);
-					app.canvas.draw(true, true);
 				}
 				if (colorPalette.colors.litegraph_base) {
 					// Everything updates correctly in the loop, except the Node Title for some reason
 					app.canvas.node_title_color = colorPalette.colors.litegraph_base.NODE_TITLE_COLOR;
+					app.canvas.default_link_color = colorPalette.colors.litegraph_base.LINK_COLOR;
 
 					for (const key in colorPalette.colors.litegraph_base) {
 						if (colorPalette.colors.litegraph_base.hasOwnProperty(key) && LiteGraph.hasOwnProperty(key)) {
@@ -250,6 +250,7 @@ app.registerExtension({
 						}
 					}
 				}
+				app.canvas.draw(true, true);
 			}
 		};
 
diff --git a/web/scripts/test.js b/web/scripts/test.js
new file mode 100644
index 000000000..55f8dfb69
--- /dev/null
+++ b/web/scripts/test.js
@@ -0,0 +1,71 @@
+(function() {
+    var LGraphCanvas = LiteGraph.LGraphCanvas;
+    var LGraph = LiteGraph.LGraph;
+
+    // Save the original renderLink function
+    var originalRenderLink = LGraphCanvas.prototype.renderLink;
+
+    // Save the original connect function
+    var originalConnect = LGraph.prototype.connect;
+
+    // Override the connect function
+    LGraph.prototype.connect = function (
+        origin_slot,
+        target_slot,
+        options
+    ) {
+        var origin_id = origin_slot[0];
+        var target_id = target_slot[0];
+
+        var origin_node = this.getNodeById(origin_id);
+        var target_node = this.getNodeById(target_id);
+
+
+        if (origin_node && target_node) {
+            var output_slot = origin_slot[1];
+            var output_slot_info = origin_node.getOutputInfo(output_slot);
+
+
+            console.log(output_slot_info)
+            if (output_slot_info) {
+                options = options || {};
+                options.color = output_slot_info.label_color || null;
+            }
+        }
+
+        return originalConnect.call(this, origin_slot, target_slot, options);
+    };
+
+    // Override the renderLink function
+    LGraphCanvas.prototype.renderLink = function (
+        ctx,
+        a,
+        b,
+        link,
+        skip_border,
+        flow,
+        color,
+        start_dir,
+        end_dir,
+        num_sublines
+    ) {
+        if (link && link.color) {
+            color = link.color;
+        }
+
+        // Call the original renderLink function with the new color
+        originalRenderLink.call(
+            this,
+            ctx,
+            a,
+            b,
+            link,
+            skip_border,
+            flow,
+            color,
+            start_dir,
+            end_dir,
+            num_sublines
+        );
+    };
+})();

From 357c0753f8b911202ea2cdd6d92a4d73cdfd58e4 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 14:38:45 +0100
Subject: [PATCH 12/38] Support dataset when creating elements Allow dialog to
 show element and override buttons

---
 web/scripts/ui.js | 47 +++++++++++++++++++++++++++++------------------
 1 file changed, 29 insertions(+), 18 deletions(-)

diff --git a/web/scripts/ui.js b/web/scripts/ui.js
index 6999c0a73..09861c440 100644
--- a/web/scripts/ui.js
+++ b/web/scripts/ui.js
@@ -8,14 +8,18 @@ export function $el(tag, propsOrChildren, children) {
 		if (Array.isArray(propsOrChildren)) {
 			element.append(...propsOrChildren);
 		} else {
-			const parent = propsOrChildren.parent;
+			const { parent, $: cb, dataset, style } = propsOrChildren;
 			delete propsOrChildren.parent;
-			const cb = propsOrChildren.$;
 			delete propsOrChildren.$;
+			delete propsOrChildren.dataset;
+			delete propsOrChildren.style;
 
-			if (propsOrChildren.style) {
-				Object.assign(element.style, propsOrChildren.style);
-				delete propsOrChildren.style;
+			if (style) {
+				Object.assign(element.style, style);
+			}
+
+			if (dataset) {
+				Object.assign(element.dataset, dataset);
 			}
 
 			Object.assign(element, propsOrChildren);
@@ -76,7 +80,7 @@ function dragElement(dragEl, settings) {
 			dragEl.style.left = newPosX + "px";
 			dragEl.style.right = "unset";
 		}
-		
+
 		dragEl.style.top = newPosY + "px";
 		dragEl.style.bottom = "unset";
 
@@ -145,7 +149,7 @@ function dragElement(dragEl, settings) {
 	}
 
 	window.addEventListener("resize", () => {
-			ensureInBounds();
+		ensureInBounds();
 	});
 
 	function closeDragElement() {
@@ -155,26 +159,33 @@ function dragElement(dragEl, settings) {
 	}
 }
 
-class ComfyDialog {
+export class ComfyDialog {
 	constructor() {
 		this.element = $el("div.comfy-modal", { parent: document.body }, [
-			$el("div.comfy-modal-content", [
-				$el("p", { $: (p) => (this.textElement = p) }),
-				$el("button", {
-					type: "button",
-					textContent: "Close",
-					onclick: () => this.close(),
-				}),
-			]),
+			$el("div.comfy-modal-content", [$el("p", { $: (p) => (this.textElement = p) }), ...this.createButtons()]),
 		]);
 	}
 
+	createButtons() {
+		return [
+			$el("button", {
+				type: "button",
+				textContent: "Close",
+				onclick: () => this.close(),
+			}),
+		];
+	}
+
 	close() {
 		this.element.style.display = "none";
 	}
 
 	show(html) {
-		this.textElement.innerHTML = html;
+		if (typeof html === "string") {
+			this.textElement.innerHTML = html;
+		} else {
+			this.textElement.replaceChildren(html);
+		}
 		this.element.style.display = "flex";
 	}
 }
@@ -419,7 +430,7 @@ export class ComfyUI {
 			type: "boolean",
 			defaultValue: true,
 		});
-		
+
 		const fileInput = $el("input", {
 			type: "file",
 			accept: ".json,image/png",

From 1acd2ef5d2695fcb1ae065e9aa1f1a1b2a0c6098 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 14:39:10 +0100
Subject: [PATCH 13/38] Adds menu for adding + managing node templates

---
 web/extensions/core/nodeTemplates.js | 184 +++++++++++++++++++++++++++
 1 file changed, 184 insertions(+)
 create mode 100644 web/extensions/core/nodeTemplates.js

diff --git a/web/extensions/core/nodeTemplates.js b/web/extensions/core/nodeTemplates.js
new file mode 100644
index 000000000..69d09cde8
--- /dev/null
+++ b/web/extensions/core/nodeTemplates.js
@@ -0,0 +1,184 @@
+import { app } from "/scripts/app.js";
+import { ComfyDialog, $el } from "/scripts/ui.js";
+
+// Adds the ability to save and add multiple nodes as a template
+// To save:
+// Select multiple nodes (ctrl + drag to select a region or ctrl+click individual nodes)
+// Right click the canvas
+// Save Node Template -> give it a name
+//
+// To add:
+// Right click the canvas
+// Node templates -> click the one to add
+//
+// To delete/rename:
+// Right click the canvas
+// Node templates -> Manage
+
+const id = "Comfy.NodeTemplates";
+
+class ManageTemplates extends ComfyDialog {
+	constructor() {
+		super();
+		this.element.classList.add("comfy-manage-templates");
+		this.templates = this.load();
+	}
+
+	createButtons() {
+		const btns = super.createButtons();
+		btns[0].textContent = "Cancel";
+		btns.unshift(
+			$el("button", {
+				type: "button",
+				textContent: "Save",
+				onclick: () => this.save(),
+			})
+		);
+		return btns;
+	}
+
+	load() {
+		const templates = localStorage.getItem(id);
+		if (templates) {
+			return JSON.parse(templates);
+		} else {
+			return [];
+		}
+	}
+
+	save() {
+		// Find all visible inputs and save them as our new list
+		const inputs = this.element.querySelectorAll("input");
+		const updated = [];
+
+		for (let i = 0; i < inputs.length; i++) {
+			const input = inputs[i];
+			if (input.parentElement.style.display !== "none") {
+				const t = this.templates[i];
+				t.name = input.value.trim() || input.getAttribute("data-name");
+				updated.push(t);
+			}
+		}
+
+		this.templates = updated;
+		this.store();
+		this.close();
+	}
+
+	store() {
+		localStorage.setItem(id, JSON.stringify(this.templates));
+	}
+
+	show() {
+		// Show list of template names + delete button
+		super.show(
+			$el(
+				"div",
+				{
+					style: {
+						display: "grid",
+						gridTemplateColumns: "1fr auto",
+						gap: "5px",
+					},
+				},
+				this.templates.flatMap((t) => {
+					let nameInput;
+					return [
+						$el(
+							"label",
+							{
+								textContent: "Name: ",
+							},
+							[
+								$el("input", {
+									value: t.name,
+									dataset: { name: t.name },
+									$: (el) => (nameInput = el),
+								}),
+							]
+						),
+						$el("button", {
+							textContent: "Delete",
+							style: {
+								fontSize: "12px",
+								color: "red",
+								fontWeight: "normal",
+							},
+							onclick: (e) => {
+								nameInput.value = "";
+								e.target.style.display = "none";
+								e.target.previousElementSibling.style.display = "none";
+							},
+						}),
+					];
+				})
+			)
+		);
+	}
+}
+
+app.registerExtension({
+	name: id,
+	setup() {
+		const manage = new ManageTemplates();
+
+		const clipboardAction = (cb) => {
+			// We use the clipboard functions but dont want to overwrite the current user clipboard
+			// Restore it after we've run our callback
+			const old = localStorage.getItem("litegrapheditor_clipboard");
+			cb();
+			localStorage.setItem("litegrapheditor_clipboard", old);
+		};
+
+		const orig = LGraphCanvas.prototype.getCanvasMenuOptions;
+		LGraphCanvas.prototype.getCanvasMenuOptions = function () {
+			const options = orig.apply(this, arguments);
+
+			options.push(null);
+			options.push({
+				content: `Save Selected as Template`,
+				disabled: !Object.keys(app.canvas.selected_nodes || {}).length,
+				callback: () => {
+					const name = prompt("Enter name");
+					if (!name || !name.trim()) return;
+
+					clipboardAction(() => {
+						app.canvas.copyToClipboard();
+						manage.templates.push({
+							name,
+							data: localStorage.getItem("litegrapheditor_clipboard"),
+						});
+						manage.store();
+					});
+				},
+			});
+
+			// Map each template to a menu item
+			const subItems = manage.templates.map((t) => ({
+				content: t.name,
+				callback: () => {
+					clipboardAction(() => {
+						localStorage.setItem("litegrapheditor_clipboard", t.data);
+						app.canvas.pasteFromClipboard();
+					});
+				},
+			}));
+
+			if (subItems.length) {
+				subItems.push(null, {
+					content: "Manage",
+					callback: () => manage.show(),
+				});
+
+				options.push({
+					content: "Node Templates",
+					submenu: {
+						options: subItems,
+					},
+				});
+			}
+
+			return options;
+		};
+	},
+});

From fe93261456784c498b1a3def7d062ad9b5767da6 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 14:48:15 +0100
Subject: [PATCH 14/38] Add style update

---
 web/style.css | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/web/style.css b/web/style.css
index 27bb83bb3..afea3a8b8 100644
--- a/web/style.css
+++ b/web/style.css
@@ -202,7 +202,8 @@ button.comfy-queue-btn {
 	margin: 6px 0 !important;
 }
 
-.comfy-modal.comfy-settings {
+.comfy-modal.comfy-settings, 
+.comfy-modal.comfy-manage-templates {
 	text-align: center;
 	font-family: sans-serif;
 	color: #999;

From cceb530395741f0eac67b367acd831fea0dbc925 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 14:50:57 +0100
Subject: [PATCH 15/38] Adds warning when loading graph with nodes you dont
 have

---
 web/scripts/app.js | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index a687eb5c2..695d4a5d0 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -864,9 +864,15 @@ class ComfyApp {
 			graphData = structuredClone(defaultGraph);
 		}
 
-		// Patch T2IAdapterLoader to ControlNetLoader since they are the same node now
+		let missingNodeTypes = [];
 		for (let n of graphData.nodes) {
+			// Patch T2IAdapterLoader to ControlNetLoader since they are the same node now
 			if (n.type == "T2IAdapterLoader") n.type = "ControlNetLoader";
+
+			// Find missing node types
+			if (!(n.type in LiteGraph.registered_node_types)) {
+				missingNodeTypes.push(n.type);
+			}
 		}
 
 		this.graph.configure(graphData);
@@ -893,6 +899,14 @@ class ComfyApp {
 
 			this.#invokeExtensions("loadedGraphNode", node);
 		}
+
+		if (missingNodeTypes.length) {
+			this.ui.dialog.show(
+				`When loading the graph, the following node types were not found: <ul>${missingNodeTypes.map(
+					(t) => `<li>${t}</li>`
+				)}</ul>Nodes that have failed to load will show as red on the graph.`
+			);
+		}
 	}
 
 	/**

From aad71add699a136eb865f89db8bb6a350d49b417 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 14:52:24 +0100
Subject: [PATCH 16/38] const

---
 web/scripts/app.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index 695d4a5d0..dee4f65ac 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -864,7 +864,7 @@ class ComfyApp {
 			graphData = structuredClone(defaultGraph);
 		}
 
-		let missingNodeTypes = [];
+		const missingNodeTypes = [];
 		for (let n of graphData.nodes) {
 			// Patch T2IAdapterLoader to ControlNetLoader since they are the same node now
 			if (n.type == "T2IAdapterLoader") n.type = "ControlNetLoader";

From 620c0f937665a1001f61195a666565bfab28103a Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 10:43:04 -0400
Subject: [PATCH 17/38] link color is set to nodeType color

---
 web/extensions/core/colorPalette.js | 59 ++++++++++++++++++++++++++++-
 1 file changed, 58 insertions(+), 1 deletion(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index 30a984607..3c0300bf0 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -240,7 +240,7 @@ app.registerExtension({
 					Object.assign(app.canvas.default_connection_color_byType, colorPalette.colors.node_slot);
 				}
 				if (colorPalette.colors.litegraph_base) {
-					// Everything updates correctly in the loop, except the Node Title for some reason
+					// Everything updates correctly in the loop, except the Node Title and Link Color for some reason
 					app.canvas.node_title_color = colorPalette.colors.litegraph_base.NODE_TITLE_COLOR;
 					app.canvas.default_link_color = colorPalette.colors.litegraph_base.LINK_COLOR;
 
@@ -250,6 +250,63 @@ app.registerExtension({
 						}
 					}
 				}
+
+				(function(colorPalette) {
+					var LGraphCanvas = LiteGraph.LGraphCanvas;
+					var LGraph = LiteGraph.LGraph;
+
+					// Save the original renderLink function
+					var originalRenderLink = LGraphCanvas.prototype.renderLink;
+
+					// Override the renderLink function
+					LGraphCanvas.prototype.renderLink = function (
+						ctx,
+						a,
+						b,
+						link,
+						skip_border,
+						flow,
+						color,
+						start_dir,
+						end_dir,
+						num_sublines
+					) {
+						if (link && link.color) {
+							color = link.color;
+						}
+						if (link) {
+							const inputNode = this.graph.getNodeById(link.origin_id);
+							const outputNode = this.graph.getNodeById(link.target_id);
+
+							let data = null;
+							if (inputNode.outputs.length > 1) {
+								data = outputNode.inputs[0];
+							} else {
+								data = inputNode.outputs[0];
+							}
+							let nodeType = data.type;
+							color = "#" + Math.floor(Math.random() * 16777215).toString(16);
+
+							color = colorPalette.colors.node_slot[nodeType];
+						}
+
+						// Call the original renderLink function with the new color
+						originalRenderLink.call(
+							this,
+							ctx,
+							a,
+							b,
+							link,
+							skip_border,
+							flow,
+							color,
+							start_dir,
+							end_dir,
+							num_sublines
+						);
+					};
+				})(colorPalette);
+
 				app.canvas.draw(true, true);
 			}
 		};

From 6b638c965b6fec1c88947212792dc299acf67b36 Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 10:47:15 -0400
Subject: [PATCH 18/38] matches entry for correct link color

---
 web/extensions/core/colorPalette.js | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index 3c0300bf0..e84bf6c0e 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -284,7 +284,20 @@ app.registerExtension({
 							} else {
 								data = inputNode.outputs[0];
 							}
-							let nodeType = data.type;
+
+							const matchingEntry = inputNode.outputs.find(output => {
+								return outputNode.inputs.some(input => input.type === output.type);
+							});
+
+							console.log("matchingEntry: ", matchingEntry)
+
+							const inputTypes = inputNode.outputs.map(output => output.type);
+							console.log("Input types:", inputTypes);
+
+							const outputTypes = outputNode.inputs.map(input => input.type);
+							console.log("Output types:", outputTypes);
+
+							let nodeType = matchingEntry.type;
 							color = "#" + Math.floor(Math.random() * 16777215).toString(16);
 
 							color = colorPalette.colors.node_slot[nodeType];

From 0d358b95665a4a2c3edbdf2a4e51920e4c773fb1 Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 10:59:34 -0400
Subject: [PATCH 19/38] cleanup customizeRenderLink

---
 web/extensions/core/colorPalette.js | 127 +++++++++++++---------------
 1 file changed, 57 insertions(+), 70 deletions(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index e84bf6c0e..2189e3c29 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -250,76 +250,7 @@ app.registerExtension({
 						}
 					}
 				}
-
-				(function(colorPalette) {
-					var LGraphCanvas = LiteGraph.LGraphCanvas;
-					var LGraph = LiteGraph.LGraph;
-
-					// Save the original renderLink function
-					var originalRenderLink = LGraphCanvas.prototype.renderLink;
-
-					// Override the renderLink function
-					LGraphCanvas.prototype.renderLink = function (
-						ctx,
-						a,
-						b,
-						link,
-						skip_border,
-						flow,
-						color,
-						start_dir,
-						end_dir,
-						num_sublines
-					) {
-						if (link && link.color) {
-							color = link.color;
-						}
-						if (link) {
-							const inputNode = this.graph.getNodeById(link.origin_id);
-							const outputNode = this.graph.getNodeById(link.target_id);
-
-							let data = null;
-							if (inputNode.outputs.length > 1) {
-								data = outputNode.inputs[0];
-							} else {
-								data = inputNode.outputs[0];
-							}
-
-							const matchingEntry = inputNode.outputs.find(output => {
-								return outputNode.inputs.some(input => input.type === output.type);
-							});
-
-							console.log("matchingEntry: ", matchingEntry)
-
-							const inputTypes = inputNode.outputs.map(output => output.type);
-							console.log("Input types:", inputTypes);
-
-							const outputTypes = outputNode.inputs.map(input => input.type);
-							console.log("Output types:", outputTypes);
-
-							let nodeType = matchingEntry.type;
-							color = "#" + Math.floor(Math.random() * 16777215).toString(16);
-
-							color = colorPalette.colors.node_slot[nodeType];
-						}
-
-						// Call the original renderLink function with the new color
-						originalRenderLink.call(
-							this,
-							ctx,
-							a,
-							b,
-							link,
-							skip_border,
-							flow,
-							color,
-							start_dir,
-							end_dir,
-							num_sublines
-						);
-					};
-				})(colorPalette);
-
+				customizeRenderLink(colorPalette);
 				app.canvas.draw(true, true);
 			}
 		};
@@ -476,3 +407,59 @@ app.registerExtension({
 		});
 	},
 });
+
+function customizeRenderLink(colorPalette) {
+    var LGraphCanvas = LiteGraph.LGraphCanvas;
+
+    function getLinkColor(link, inputNode, outputNode, colorPalette) {
+        let color = null;
+        if (link && link.color) {
+            color = link.color;
+        } else if (link) {
+            const matchingEntry = inputNode.outputs.find((output) => {
+                return outputNode.inputs.some((input) => input.type === output.type);
+            });
+
+            if (matchingEntry) {
+                let nodeType = matchingEntry.type;
+                color = colorPalette.colors.node_slot[nodeType];
+            }
+        }
+        return color;
+    }
+
+    var originalRenderLink = LGraphCanvas.prototype.renderLink;
+
+    LGraphCanvas.prototype.renderLink = function(
+        ctx,
+        a,
+        b,
+        link,
+        skip_border,
+        flow,
+        color,
+        start_dir,
+        end_dir,
+        num_sublines
+    ) {
+        if (link) {
+            const inputNode = this.graph.getNodeById(link.origin_id);
+            const outputNode = this.graph.getNodeById(link.target_id);
+            color = getLinkColor(link, inputNode, outputNode, colorPalette);
+        }
+
+        originalRenderLink.call(
+            this,
+            ctx,
+            a,
+            b,
+            link,
+            skip_border,
+            flow,
+            color,
+            start_dir,
+            end_dir,
+            num_sublines
+        );
+    };
+}
\ No newline at end of file

From e76890dcb4e8e8e8521d80d7b216d1bc410bbe4d Mon Sep 17 00:00:00 2001
From: Filipe <filipemeneses@users.noreply.github.com>
Date: Sat, 8 Apr 2023 12:00:03 -0300
Subject: [PATCH 20/38] Fix large workflow pnginfo import

---
 web/scripts/pnginfo.js | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/web/scripts/pnginfo.js b/web/scripts/pnginfo.js
index 580030d81..31f470739 100644
--- a/web/scripts/pnginfo.js
+++ b/web/scripts/pnginfo.js
@@ -32,8 +32,9 @@ export function getPngMetadata(file) {
 					}
 					const keyword = String.fromCharCode(...pngData.slice(offset + 8, keyword_end));
 					// Get the text
-					const text = String.fromCharCode(...pngData.slice(keyword_end + 1, offset + 8 + length));
-					txt_chunks[keyword] = text;
+					const contentArraySegment = pngData.slice(keyword_end + 1, offset + 8 + length);
+					const contentJson = Array.from(contentArraySegment).map(s=>String.fromCharCode(s)).join('')
+					txt_chunks[keyword] = contentJson;
 				}
 
 				offset += 12 + length;

From 327e49da42a76aa84d86e7236b95e5490e860a37 Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 11:13:27 -0400
Subject: [PATCH 21/38] remove test render link file

---
 web/extensions/core/colorPalette.js |  2 +-
 web/scripts/test.js                 | 71 -----------------------------
 2 files changed, 1 insertion(+), 72 deletions(-)
 delete mode 100644 web/scripts/test.js

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index 2189e3c29..a04a422b9 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -462,4 +462,4 @@ function customizeRenderLink(colorPalette) {
             num_sublines
         );
     };
-}
\ No newline at end of file
+}
diff --git a/web/scripts/test.js b/web/scripts/test.js
deleted file mode 100644
index 55f8dfb69..000000000
--- a/web/scripts/test.js
+++ /dev/null
@@ -1,71 +0,0 @@
-(function() {
-    var LGraphCanvas = LiteGraph.LGraphCanvas;
-    var LGraph = LiteGraph.LGraph;
-
-    // Save the original renderLink function
-    var originalRenderLink = LGraphCanvas.prototype.renderLink;
-
-    // Save the original connect function
-    var originalConnect = LGraph.prototype.connect;
-
-    // Override the connect function
-    LGraph.prototype.connect = function (
-        origin_slot,
-        target_slot,
-        options
-    ) {
-        var origin_id = origin_slot[0];
-        var target_id = target_slot[0];
-
-        var origin_node = this.getNodeById(origin_id);
-        var target_node = this.getNodeById(target_id);
-
-
-        if (origin_node && target_node) {
-            var output_slot = origin_slot[1];
-            var output_slot_info = origin_node.getOutputInfo(output_slot);
-
-
-            console.log(output_slot_info)
-            if (output_slot_info) {
-                options = options || {};
-                options.color = output_slot_info.label_color || null;
-            }
-        }
-
-        return originalConnect.call(this, origin_slot, target_slot, options);
-    };
-
-    // Override the renderLink function
-    LGraphCanvas.prototype.renderLink = function (
-        ctx,
-        a,
-        b,
-        link,
-        skip_border,
-        flow,
-        color,
-        start_dir,
-        end_dir,
-        num_sublines
-    ) {
-        if (link && link.color) {
-            color = link.color;
-        }
-
-        // Call the original renderLink function with the new color
-        originalRenderLink.call(
-            this,
-            ctx,
-            a,
-            b,
-            link,
-            skip_border,
-            flow,
-            color,
-            start_dir,
-            end_dir,
-            num_sublines
-        );
-    };
-})();

From 79ff7d67a5562891dec5e952b1340dffda17289d Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 16:23:57 +0100
Subject: [PATCH 22/38] Add error handling around initial load of workflow

---
 web/scripts/app.js | 39 +++++++++++++++++++++++++++++++++++++--
 1 file changed, 37 insertions(+), 2 deletions(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index a687eb5c2..c2ba74b3a 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -1,5 +1,5 @@
 import { ComfyWidgets } from "./widgets.js";
-import { ComfyUI } from "./ui.js";
+import { ComfyUI, $el } from "./ui.js";
 import { api } from "./api.js";
 import { defaultGraph } from "./defaultGraph.js";
 import { getPngMetadata, importA1111 } from "./pnginfo.js";
@@ -869,7 +869,42 @@ class ComfyApp {
 			if (n.type == "T2IAdapterLoader") n.type = "ControlNetLoader";
 		}
 
-		this.graph.configure(graphData);
+		try {
+			this.graph.configure(graphData);
+		} catch (error) {
+			let errorHint = "";
+			// Try extracting filename to see if it was caused by an extension
+			const filename = error.fileName || (error.stack || "").match(/\/([\/\w-_\.]+\.js):(\d*):(\d*)/)?.[1];
+			const pos = (filename || "").indexOf("/extensions/");
+			if (pos > -1) {
+				errorHint = "This may be due to the following extension: " + filename.substring(pos + 12);
+			}
+
+			// Show dialog to let the user know something went wrong loading the data
+			this.ui.dialog.show(
+				$el("div", [
+					$el("p", { textContent: "Loading aborted due to error reloading workflow data" }),
+					$el("pre", {
+						style: { padding: "5px", backgroundColor: "rgba(255,0,0,0.2)" },
+						textContent: error.toString(),
+					}),
+					$el("pre", {
+						style: {
+							padding: "5px",
+							color: "#ccc",
+							fontSize: "10px",
+							maxHeight: "50vh",
+							overflow: "auto",
+							backgroundColor: "rgba(255,0,0,0.2)",
+						},
+						textContent: error.stack || "No stacktrace available",
+					}),
+					$el("span", { textContent: errorHint, style: { fontWeight: "bold" } }),
+				]).outerHTML
+			);
+			
+			return;
+		}
 
 		for (const node of this.graph._nodes) {
 			const size = node.computeSize();

From 12f9bfe8951d001b978dec0bd9a288dd39e80400 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 16:31:10 +0100
Subject: [PATCH 23/38] Better filename check

---
 web/scripts/app.js | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index c2ba74b3a..deb31f229 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -873,11 +873,11 @@ class ComfyApp {
 			this.graph.configure(graphData);
 		} catch (error) {
 			let errorHint = "";
-			// Try extracting filename to see if it was caused by an extension
-			const filename = error.fileName || (error.stack || "").match(/\/([\/\w-_\.]+\.js):(\d*):(\d*)/)?.[1];
+			// Try extracting filename to see if it was caused by an extension script
+			const filename = error.fileName || (error.stack || "").match(/(\/extensions\/.*\.js)/)?.[1];
 			const pos = (filename || "").indexOf("/extensions/");
 			if (pos > -1) {
-				errorHint = "This may be due to the following extension: " + filename.substring(pos + 12);
+				errorHint = "This may be due to the following script: " + filename.substring(pos + 12);
 			}
 
 			// Show dialog to let the user know something went wrong loading the data

From b78ebfcf9ddf757a5e807130c723a72460d6f2dd Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 16:37:09 +0100
Subject: [PATCH 24/38] Improve error UI

---
 web/scripts/app.js | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index deb31f229..a8729fb4f 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -872,12 +872,21 @@ class ComfyApp {
 		try {
 			this.graph.configure(graphData);
 		} catch (error) {
-			let errorHint = "";
+			let errorHint = [];
 			// Try extracting filename to see if it was caused by an extension script
 			const filename = error.fileName || (error.stack || "").match(/(\/extensions\/.*\.js)/)?.[1];
 			const pos = (filename || "").indexOf("/extensions/");
 			if (pos > -1) {
-				errorHint = "This may be due to the following script: " + filename.substring(pos + 12);
+				errorHint.push(
+					$el("span", { textContent: "This may be due to the following script:" }),
+					$el("br"),
+					$el("span", {
+						style: {
+							fontWeight: "bold",
+						},
+						textContent: filename.substring(pos),
+					})
+				);
 			}
 
 			// Show dialog to let the user know something went wrong loading the data
@@ -895,14 +904,14 @@ class ComfyApp {
 							fontSize: "10px",
 							maxHeight: "50vh",
 							overflow: "auto",
-							backgroundColor: "rgba(255,0,0,0.2)",
+							backgroundColor: "rgba(0,0,0,0.2)",
 						},
 						textContent: error.stack || "No stacktrace available",
 					}),
-					$el("span", { textContent: errorHint, style: { fontWeight: "bold" } }),
+					...errorHint,
 				]).outerHTML
 			);
-			
+
 			return;
 		}
 

From 92e912c065c866054ff38eeca4045c6ee4e23f47 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sat, 8 Apr 2023 16:55:09 +0100
Subject: [PATCH 25/38] Fix multiple missing

---
 web/scripts/app.js | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/web/scripts/app.js b/web/scripts/app.js
index dee4f65ac..10019ce82 100644
--- a/web/scripts/app.js
+++ b/web/scripts/app.js
@@ -902,9 +902,9 @@ class ComfyApp {
 
 		if (missingNodeTypes.length) {
 			this.ui.dialog.show(
-				`When loading the graph, the following node types were not found: <ul>${missingNodeTypes.map(
+				`When loading the graph, the following node types were not found: <ul>${Array.from(new Set(missingNodeTypes)).map(
 					(t) => `<li>${t}</li>`
-				)}</ul>Nodes that have failed to load will show as red on the graph.`
+				).join("")}</ul>Nodes that have failed to load will show as red on the graph.`
 			);
 		}
 	}

From d9220a0bd6f60ad06e73a4d631bbc63ec8592c1c Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 11:55:27 -0400
Subject: [PATCH 26/38] link colors change after palette swap didn't work
 previously as same function was defined repeatedly

---
 web/extensions/core/colorPalette.js | 39 ++++++++++++++++-------------
 1 file changed, 22 insertions(+), 17 deletions(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index a04a422b9..c1473b93f 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -238,6 +238,7 @@ app.registerExtension({
 			if (colorPalette.colors) {
 				if (colorPalette.colors.node_slot) {
 					Object.assign(app.canvas.default_connection_color_byType, colorPalette.colors.node_slot);
+					customizeRenderLink(colorPalette);
 				}
 				if (colorPalette.colors.litegraph_base) {
 					// Everything updates correctly in the loop, except the Node Title and Link Color for some reason
@@ -250,7 +251,6 @@ app.registerExtension({
 						}
 					}
 				}
-				customizeRenderLink(colorPalette);
 				app.canvas.draw(true, true);
 			}
 		};
@@ -411,24 +411,28 @@ app.registerExtension({
 function customizeRenderLink(colorPalette) {
     var LGraphCanvas = LiteGraph.LGraphCanvas;
 
-    function getLinkColor(link, inputNode, outputNode, colorPalette) {
-        let color = null;
-        if (link && link.color) {
-            color = link.color;
-        } else if (link) {
-            const matchingEntry = inputNode.outputs.find((output) => {
-                return outputNode.inputs.some((input) => input.type === output.type);
-            });
+    if (!LGraphCanvas.prototype.getLinkColor) {
+        LGraphCanvas.prototype.getLinkColor = function(link, inputNode, outputNode, colorPalette) {
+            let color = null;
+            if (link && link.color) {
+                color = link.color;
+            } else if (link) {
+                const matchingEntry = inputNode.outputs.find((output) => {
+                    return outputNode.inputs.some((input) => input.type === output.type);
+                });
 
-            if (matchingEntry) {
-                let nodeType = matchingEntry.type;
-                color = colorPalette.colors.node_slot[nodeType];
+                if (matchingEntry) {
+                    let nodeType = matchingEntry.type;
+                    color = colorPalette.colors.node_slot[nodeType];
+                }
             }
-        }
-        return color;
+            return color;
+        };
     }
 
-    var originalRenderLink = LGraphCanvas.prototype.renderLink;
+    if (!LGraphCanvas.prototype.originalRenderLink) {
+        LGraphCanvas.prototype.originalRenderLink = LGraphCanvas.prototype.renderLink;
+    }
 
     LGraphCanvas.prototype.renderLink = function(
         ctx,
@@ -445,10 +449,11 @@ function customizeRenderLink(colorPalette) {
         if (link) {
             const inputNode = this.graph.getNodeById(link.origin_id);
             const outputNode = this.graph.getNodeById(link.target_id);
-            color = getLinkColor(link, inputNode, outputNode, colorPalette);
+            color = this.getLinkColor(link, inputNode, outputNode, colorPalette);
         }
 
-        originalRenderLink.call(
+        // call the original renderLink function
+        this.originalRenderLink.call(
             this,
             ctx,
             a,

From 53fba56ee5fa48261d8caec46927c34923a168fd Mon Sep 17 00:00:00 2001
From: EllangoK <karun.ellango7@gmail.com>
Date: Sat, 8 Apr 2023 13:18:23 -0400
Subject: [PATCH 27/38] assign link_type_colors directly

---
 web/extensions/core/colorPalette.js | 63 +----------------------------
 1 file changed, 1 insertion(+), 62 deletions(-)

diff --git a/web/extensions/core/colorPalette.js b/web/extensions/core/colorPalette.js
index c1473b93f..a08d46684 100644
--- a/web/extensions/core/colorPalette.js
+++ b/web/extensions/core/colorPalette.js
@@ -238,7 +238,7 @@ app.registerExtension({
 			if (colorPalette.colors) {
 				if (colorPalette.colors.node_slot) {
 					Object.assign(app.canvas.default_connection_color_byType, colorPalette.colors.node_slot);
-					customizeRenderLink(colorPalette);
+					Object.assign(LGraphCanvas.link_type_colors, colorPalette.colors.node_slot);
 				}
 				if (colorPalette.colors.litegraph_base) {
 					// Everything updates correctly in the loop, except the Node Title and Link Color for some reason
@@ -407,64 +407,3 @@ app.registerExtension({
 		});
 	},
 });
-
-function customizeRenderLink(colorPalette) {
-    var LGraphCanvas = LiteGraph.LGraphCanvas;
-
-    if (!LGraphCanvas.prototype.getLinkColor) {
-        LGraphCanvas.prototype.getLinkColor = function(link, inputNode, outputNode, colorPalette) {
-            let color = null;
-            if (link && link.color) {
-                color = link.color;
-            } else if (link) {
-                const matchingEntry = inputNode.outputs.find((output) => {
-                    return outputNode.inputs.some((input) => input.type === output.type);
-                });
-
-                if (matchingEntry) {
-                    let nodeType = matchingEntry.type;
-                    color = colorPalette.colors.node_slot[nodeType];
-                }
-            }
-            return color;
-        };
-    }
-
-    if (!LGraphCanvas.prototype.originalRenderLink) {
-        LGraphCanvas.prototype.originalRenderLink = LGraphCanvas.prototype.renderLink;
-    }
-
-    LGraphCanvas.prototype.renderLink = function(
-        ctx,
-        a,
-        b,
-        link,
-        skip_border,
-        flow,
-        color,
-        start_dir,
-        end_dir,
-        num_sublines
-    ) {
-        if (link) {
-            const inputNode = this.graph.getNodeById(link.origin_id);
-            const outputNode = this.graph.getNodeById(link.target_id);
-            color = this.getLinkColor(link, inputNode, outputNode, colorPalette);
-        }
-
-        // call the original renderLink function
-        this.originalRenderLink.call(
-            this,
-            ctx,
-            a,
-            b,
-            link,
-            skip_border,
-            flow,
-            color,
-            start_dir,
-            end_dir,
-            num_sublines
-        );
-    };
-}

From 24d53992c61650bc2919acc06fbfbb625468bde8 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Sat, 8 Apr 2023 15:53:01 -0400
Subject: [PATCH 28/38] Rename.

---
 nodes.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/nodes.py b/nodes.py
index 63cf5e448..14a73bcd7 100644
--- a/nodes.py
+++ b/nodes.py
@@ -1109,8 +1109,8 @@ NODE_DISPLAY_NAME_MAPPINGS = {
     "KSampler": "KSampler",
     "KSamplerAdvanced": "KSampler (Advanced)",
     # Loaders
-    "CheckpointLoader": "Load Checkpoint",
-    "CheckpointLoaderSimple": "Load Checkpoint (Simple)",
+    "CheckpointLoader": "Load Checkpoint (With Config)",
+    "CheckpointLoaderSimple": "Load Checkpoint",
     "VAELoader": "Load VAE",
     "LoraLoader": "Load LoRA",
     "CLIPLoader": "Load CLIP",

From 90581684b49ce2da94c2b5939d442dcbbc6b2331 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Sat, 8 Apr 2023 19:25:34 -0400
Subject: [PATCH 29/38] Update notebook.

---
 notebooks/comfyui_colab.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/notebooks/comfyui_colab.ipynb b/notebooks/comfyui_colab.ipynb
index 3e59fbde7..d17f9877d 100644
--- a/notebooks/comfyui_colab.ipynb
+++ b/notebooks/comfyui_colab.ipynb
@@ -47,7 +47,7 @@
         "  !git pull\n",
         "\n",
         "!echo -= Install dependencies =-\n",
-        "!pip install xformers -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu118"
+        "!pip install xformers!=0.0.18 -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu118"
       ]
     },
     {

From 1e1875f674f47742cd8cb650b8e29b2b60cc2a2b Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Sun, 9 Apr 2023 01:31:47 -0400
Subject: [PATCH 30/38] Print xformers version and warning about 0.0.18

---
 comfy/model_management.py | 22 +++++++++++++++-------
 1 file changed, 15 insertions(+), 7 deletions(-)

diff --git a/comfy/model_management.py b/comfy/model_management.py
index 2407140fd..8303cb437 100644
--- a/comfy/model_management.py
+++ b/comfy/model_management.py
@@ -45,6 +45,8 @@ try:
 except:
     OOM_EXCEPTION = Exception
 
+XFORMERS_VERSION = ""
+XFORMERS_ENABLED_VAE = True
 if args.disable_xformers:
     XFORMERS_IS_AVAILABLE = False
 else:
@@ -52,6 +54,17 @@ else:
         import xformers
         import xformers.ops
         XFORMERS_IS_AVAILABLE = True
+        try:
+            XFORMERS_VERSION = xformers.version.__version__
+            print("xformers version:", XFORMERS_VERSION)
+            if XFORMERS_VERSION.startswith("0.0.18"):
+                print()
+                print("WARNING: This version of xformers has a major bug where you will get black images when generating high resolution images.")
+                print("Please downgrade or upgrade xformers to a different version.")
+                print()
+                XFORMERS_ENABLED_VAE = False
+        except:
+            pass
     except:
         XFORMERS_IS_AVAILABLE = False
 
@@ -223,13 +236,8 @@ def xformers_enabled_vae():
     enabled = xformers_enabled()
     if not enabled:
         return False
-    try:
-        #0.0.18 has a bug where Nan is returned when inputs are too big (1152x1920 res images and above)
-        if xformers.version.__version__ == "0.0.18":
-            return False
-    except:
-        pass
-    return enabled
+
+    return XFORMERS_ENABLED_VAE
 
 def pytorch_attention_enabled():
     return ENABLE_PYTORCH_ATTENTION

From 3736dc90e120c5bdec3f4dc64c9a3161797c2970 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sun, 9 Apr 2023 11:29:55 +0100
Subject: [PATCH 31/38] Add arrow to menu items with submenu

---
 web/style.css | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/web/style.css b/web/style.css
index afea3a8b8..0a4ebe664 100644
--- a/web/style.css
+++ b/web/style.css
@@ -257,3 +257,15 @@ button.comfy-queue-btn {
 	color: #ddd;
 	border-radius: 12px 0 0 12px;
 }
+
+.litegraph .litemenu-entry.has_submenu {
+	position: relative;
+	padding-right: 20px;
+ }
+ 
+ .litemenu-entry.has_submenu::after {
+	content: ">";
+	position: absolute;
+	top: 0;
+	right: 2px;
+ }
\ No newline at end of file

From 0f5352d96cf73d30581758e9c41cad6979424858 Mon Sep 17 00:00:00 2001
From: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
Date: Sun, 9 Apr 2023 11:30:31 +0100
Subject: [PATCH 32/38] style

---
 web/style.css | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/web/style.css b/web/style.css
index 0a4ebe664..d00a2fbe2 100644
--- a/web/style.css
+++ b/web/style.css
@@ -262,10 +262,11 @@ button.comfy-queue-btn {
 	position: relative;
 	padding-right: 20px;
  }
- 
+
  .litemenu-entry.has_submenu::after {
 	content: ">";
 	position: absolute;
 	top: 0;
 	right: 2px;
- }
\ No newline at end of file
+ }
+ 
\ No newline at end of file

From 92eca60ec94d21b271b14eb7c832add963b09173 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Sun, 9 Apr 2023 15:47:35 -0400
Subject: [PATCH 33/38] Fix for new transformers version.

---
 comfy/clip_vision.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/comfy/clip_vision.py b/comfy/clip_vision.py
index cb29df432..efb2d5384 100644
--- a/comfy/clip_vision.py
+++ b/comfy/clip_vision.py
@@ -1,6 +1,7 @@
 from transformers import CLIPVisionModelWithProjection, CLIPVisionConfig, CLIPImageProcessor
 from .utils import load_torch_file, transformers_convert
 import os
+import torch
 
 class ClipVisionModel():
     def __init__(self, json_config):
@@ -20,7 +21,8 @@ class ClipVisionModel():
         self.model.load_state_dict(sd, strict=False)
 
     def encode_image(self, image):
-        inputs = self.processor(images=[image[0]], return_tensors="pt")
+        img = torch.clip((255. * image[0]), 0, 255).round().int()
+        inputs = self.processor(images=[img], return_tensors="pt")
         outputs = self.model(**inputs)
         return outputs
 

From e2e689cca7ffc8cd3dc9553f038b2bd8e440c355 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Mon, 10 Apr 2023 03:37:46 -0400
Subject: [PATCH 34/38] Update screenshot.

---
 README.md              |   2 +-
 comfyui_screenshot.png | Bin 112342 -> 118577 bytes
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 90931141d..42f922622 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 ComfyUI
 =======
-A powerful and modular stable diffusion GUI.
+A powerful and modular stable diffusion GUI and backend.
 -----------
 ![ComfyUI Screenshot](comfyui_screenshot.png)
 
diff --git a/comfyui_screenshot.png b/comfyui_screenshot.png
index c357e24392eaedfb2ab2fe7bc824c2bdf1b5e274..73272eae69339f92c88422c45ad166cbc5900adf 100644
GIT binary patch
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z4-kk8)mRtcJ1KT?I`9wn>xa*55eS?==l@|uu;Gv)5Yz}+NeMM4-Q^KyCxZT1uH)_}
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From 2e1798c17dca5e408621fbc3e4600fb939988d40 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Mon, 10 Apr 2023 03:42:32 -0400
Subject: [PATCH 35/38] Add some unCLIP checkpoints to the colab.

TODO: include some fp16 versions of the official ones.
---
 notebooks/comfyui_colab.ipynb | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/notebooks/comfyui_colab.ipynb b/notebooks/comfyui_colab.ipynb
index d17f9877d..071a89969 100644
--- a/notebooks/comfyui_colab.ipynb
+++ b/notebooks/comfyui_colab.ipynb
@@ -86,6 +86,11 @@
         "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta2/resolve/main/checkpoints/wd-1-5-beta2-fp16.safetensors -P ./models/checkpoints/\n",
         "\n",
         "\n",
+        "# unCLIP models\n",
+        "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+        "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+        "\n",
+        "\n",
         "# VAE\n",
         "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
         "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",

From b4b67612655103f19a4e1dcefeb61d6701ea4e53 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Tue, 11 Apr 2023 00:01:36 -0400
Subject: [PATCH 36/38] Readme update.

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 42f922622..0b6ac0e9d 100644
--- a/README.md
+++ b/README.md
@@ -146,7 +146,7 @@ This will let you use: pip3.10 to install all the dependencies.
 
 ## How to increase generation speed?
 
-Make sure you use the CheckpointLoaderSimple node to load checkpoints. It will auto pick the right settings depending on your GPU.
+Make sure you use the regular loaders/Checkpoint Loader node to load checkpoints. It will auto pick the right settings depending on your GPU.
 
 You can set this command line setting to disable the upcasting to fp32 in some cross attention operations which will increase your speed. Note that this doesn't do anything when xformers is enabled and will very likely give you black images on SD2.x models.
 

From 1a61188cda465e74fa526b131c4d1ca78dec3786 Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Tue, 11 Apr 2023 00:03:45 -0400
Subject: [PATCH 37/38] Readme update.

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0b6ac0e9d..b3d246e29 100644
--- a/README.md
+++ b/README.md
@@ -146,7 +146,7 @@ This will let you use: pip3.10 to install all the dependencies.
 
 ## How to increase generation speed?
 
-Make sure you use the regular loaders/Checkpoint Loader node to load checkpoints. It will auto pick the right settings depending on your GPU.
+Make sure you use the regular loaders/Load Checkpoint node to load checkpoints. It will auto pick the right settings depending on your GPU.
 
 You can set this command line setting to disable the upcasting to fp32 in some cross attention operations which will increase your speed. Note that this doesn't do anything when xformers is enabled and will very likely give you black images on SD2.x models.
 

From c767e9426ae81bed4f52c7be0625f0efc4cbe16b Mon Sep 17 00:00:00 2001
From: comfyanonymous <comfyanonymous@protonmail.com>
Date: Tue, 11 Apr 2023 00:29:56 -0400
Subject: [PATCH 38/38] Clarify readme.

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b3d246e29..877f46433 100644
--- a/README.md
+++ b/README.md
@@ -148,7 +148,7 @@ This will let you use: pip3.10 to install all the dependencies.
 
 Make sure you use the regular loaders/Load Checkpoint node to load checkpoints. It will auto pick the right settings depending on your GPU.
 
-You can set this command line setting to disable the upcasting to fp32 in some cross attention operations which will increase your speed. Note that this doesn't do anything when xformers is enabled and will very likely give you black images on SD2.x models.
+You can set this command line setting to disable the upcasting to fp32 in some cross attention operations which will increase your speed. Note that this will very likely give you black images on SD2.x models. If you use xformers this option does not do anything.
 
 ```--dont-upcast-attention```