feat: zip batch image support

comfy-nodes/external_image_batch.py

@@ -39,18 +39,38 @@ class ComfyUIDeployExternalImageBatch:
 
     CATEGORY = "image"
     
+    def process_image(self, image):
+        image = ImageOps.exif_transpose(image)
+        image = image.convert("RGB")
+        image = np.array(image).astype(np.float32) / 255.0
+        image_tensor = torch.from_numpy(image)[None,]
+        return image_tensor
+    
     def run(self, input_id, images=None, default_value=None, display_name=None, description=None):
+        import requests
+        import zipfile
+        import io
+        
         processed_images = []
         try:
             images_list = json.loads(images)  # Assuming images is a JSON array string
             print(images_list)
             for img_input in images_list:
                 if img_input.startswith('http'):
-                    import requests
                     from io import BytesIO
                     print("Fetching image from url: ", img_input)
                     response = requests.get(img_input)
                     image = Image.open(BytesIO(response.content))
+                elif img_input.startswith('http') and img_input.endswith('.zip'):
+                    print("Fetching zip file from url: ", img_input)
+                    response = requests.get(img_input)
+                    zip_file = zipfile.ZipFile(io.BytesIO(response.content))
+                    for file_name in zip_file.namelist():
+                        if file_name.lower().endswith(('.png', '.jpg', '.jpeg')):
+                            with zip_file.open(file_name) as file:
+                                image = Image.open(file)
+                                image = self.process_image(image)
+                                processed_images.append(image)
                 elif img_input.startswith('data:image/png;base64,') or img_input.startswith('data:image/jpeg;base64,') or img_input.startswith('data:image/jpg;base64,'):
                     import base64
                     from io import BytesIO

web-plugin/index.js

@@ -192,13 +192,11 @@ const ext = {
 
   registerCustomNodes() {
     /** @type {LGraphNode}*/
-    class ComfyDeploy extends LGraphNode {
+    class ComfyDeploy {
+      color = LGraphCanvas.node_colors.yellow.color;
+      bgcolor = LGraphCanvas.node_colors.yellow.bgcolor;
+      groupcolor = LGraphCanvas.node_colors.yellow.groupcolor;
       constructor() {
-        super();
-        this.color = LGraphCanvas.node_colors.yellow.color;
-        this.bgcolor = LGraphCanvas.node_colors.yellow.bgcolor;
-        this.groupcolor = LGraphCanvas.node_colors.yellow.groupcolor;
-
         if (!this.properties) {
           this.properties = {};
           this.properties.workflow_name = "";
@@ -206,75 +204,65 @@ const ext = {
           this.properties.version = "";
         }
 
-        this.addWidget(
+        ComfyWidgets.STRING(
-          "text",
+          this,
           "workflow_name",
-          this.properties.workflow_name,
+          [
-          (v) => {
+            "",
-            this.properties.workflow_name = v;
+            {
-          },
+              default: this.properties.workflow_name,
-          { multiline: false }
+              multiline: false,
+            },
+          ],
+          app,
         );
 
-        this.addWidget(
+        ComfyWidgets.STRING(
-          "text",
+          this,
           "workflow_id",
-          this.properties.workflow_id,
+          [
-          (v) => {
+            "",
-            this.properties.workflow_id = v;
+            {
-          },
+              default: this.properties.workflow_id,
-          { multiline: false }
+              multiline: false,
+            },
+          ],
+          app,
         );
 
-        this.addWidget(
+        ComfyWidgets.STRING(
-          "text",
+          this,
           "version",
-          this.properties.version,
+          ["", { default: this.properties.version, multiline: false }],
-          (v) => {
+          app,
-            this.properties.version = v;
-          },
-          { multiline: false }
         );
 
+        // this.widgets.forEach((w) => {
+        //   // w.computeSize = () => [200,10]
+        //   w.computedHeight = 2;
+        // })
+
         this.widgets_start_y = 10;
+        this.setSize(this.computeSize());
+
+        // const config = {  };
+
+        // console.log(this);
         this.serialize_widgets = true;
         this.isVirtualNode = true;
       }
-
-      onExecute() {
-        // This method is called when the node is executed
-        // You can add any necessary logic here
-      }
-
-      onSerialize(o) {
-        // This method is called when the node is being serialized
-        // Ensure all necessary data is saved
-        if (!o.properties) {
-          o.properties = {};
-        }
-        o.properties.workflow_name = this.properties.workflow_name;
-        o.properties.workflow_id = this.properties.workflow_id;
-        o.properties.version = this.properties.version;
-      }
-
-      onConfigure(o) {
-        // This method is called when the node is being configured (e.g., when loading a saved graph)
-        // Ensure all necessary data is restored
-        if (o.properties) {
-          this.properties = { ...this.properties, ...o.properties };
-          this.widgets[0].value = this.properties.workflow_name || "";
-          this.widgets[1].value = this.properties.workflow_id || "";
-          this.widgets[2].value = this.properties.version || "1";
-        }
-      }
     }
 
-    // Register the node type
+    // Load default visibility
-    LiteGraph.registerNodeType("ComfyDeploy", Object.assign(ComfyDeploy, {
+
-      title: "Comfy Deploy",
+    LiteGraph.registerNodeType(
-      title_mode: LiteGraph.NORMAL_TITLE,
+      "ComfyDeploy",
-      collapsable: true,
+      Object.assign(ComfyDeploy, {
-    }));
+        title_mode: LiteGraph.NORMAL_TITLE,
+        title: "Comfy Deploy",
+        collapsable: true,
+      }),
+    );
 
     ComfyDeploy.category = "deploy";
   },
@@ -443,10 +431,10 @@ function createDynamicUIHtml(data) {
           <h3 style="font-size: 14px; font-weight: semibold; margin-bottom: 8px;">Missing Nodes</h3>
           <p style="font-size: 12px;">These nodes are not found with any matching custom_nodes in the ComfyUI Manager Database</p>
           ${data.missing_nodes
-        .map((node) => {
+            .map((node) => {
-          return `<p style="font-size: 14px; color: #d69e2e;">${node}</p>`;
+              return `<p style="font-size: 14px; color: #d69e2e;">${node}</p>`;
-        })
+            })
-        .join("")}
+            .join("")}
       </div>
   `;
   }
@@ -454,14 +442,17 @@ function createDynamicUIHtml(data) {
   Object.values(data.custom_nodes).forEach((node) => {
     html += `
           <div style="border-bottom: 1px solid #e2e8f0; padding-top: 16px;">
-              <a href="${node.url
+              <a href="${
-      }" target="_blank" style="font-size: 18px; font-weight: semibold; color: white; text-decoration: none;">${node.name
+                node.url
-      }</a>
+              }" target="_blank" style="font-size: 18px; font-weight: semibold; color: white; text-decoration: none;">${
+                node.name
+              }</a>
               <p style="font-size: 14px; color: #4b5563;">${node.hash}</p>
-              ${node.warning
+              ${
-        ? `<p style="font-size: 14px; color: #d69e2e;">${node.warning}</p>`
+                node.warning
-        : ""
+                  ? `<p style="font-size: 14px; color: #d69e2e;">${node.warning}</p>`
-      }
+                  : ""
+              }
           </div>
       `;
   });
@@ -475,8 +466,9 @@ function createDynamicUIHtml(data) {
   Object.entries(data.models).forEach(([section, items]) => {
     html += `
     <div style="border-bottom: 1px solid #e2e8f0; padding-top: 8px; padding-bottom: 8px;">
-        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${section.charAt(0).toUpperCase() + section.slice(1)
+        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${
-      }</h3>`;
+          section.charAt(0).toUpperCase() + section.slice(1)
+        }</h3>`;
     items.forEach((item) => {
       html += `<p style="font-size: 14px; color: ${textColor};">${item.name}</p>`;
     });
@@ -492,8 +484,9 @@ function createDynamicUIHtml(data) {
   Object.entries(data.files).forEach(([section, items]) => {
     html += `
     <div style="border-bottom: 1px solid #e2e8f0; padding-top: 8px; padding-bottom: 8px;">
-        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${section.charAt(0).toUpperCase() + section.slice(1)
+        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${
-      }</h3>`;
+          section.charAt(0).toUpperCase() + section.slice(1)
+        }</h3>`;
     items.forEach((item) => {
       html += `<p style="font-size: 14px; color: ${textColor};">${item.name}</p>`;
     });
@@ -1013,12 +1006,14 @@ export class LoadingDialog extends ComfyDialog {
   showLoading(title, message) {
     this.show(`
       <div style="width: 400px; display: flex; gap: 18px; flex-direction: column; overflow: unset">
-        <h3 style="margin: 0px; display: flex; align-items: center; justify-content: center; gap: 12px;">${title} ${this.loadingIcon
+        <h3 style="margin: 0px; display: flex; align-items: center; justify-content: center; gap: 12px;">${title} ${
-      }</h3>
+          this.loadingIcon
-          ${message
+        }</h3>
-        ? `<label style="max-width: 100%; white-space: pre-wrap; word-wrap: break-word;">${message}</label>`
+          ${
-        : ""
+            message
-      }
+              ? `<label style="max-width: 100%; white-space: pre-wrap; word-wrap: break-word;">${message}</label>`
+              : ""
+          }
         </div>
       `);
   }
@@ -1284,17 +1279,21 @@ export class ConfigDialog extends ComfyDialog {
     </label>
       <label style="color: white; width: 100%;">
         Endpoint:
-        <input id="endpoint" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="text" value="${data.endpoint
+        <input id="endpoint" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="text" value="${
-      }">
+          data.endpoint
+        }">
       </label>
       <div style="color: white;">
-        API Key: User / Org <button style="font-size: 18px;">${data.displayName ?? ""
+        API Key: User / Org <button style="font-size: 18px;">${
-      }</button>
+          data.displayName ?? ""
-        <input id="apiKey" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="password" value="${data.apiKey
+        }</button>
-      }">
+        <input id="apiKey" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="password" value="${
+          data.apiKey
+        }">
         <button id="loginButton" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;">
-          ${data.apiKey ? "Re-login with ComfyDeploy" : "Login with ComfyDeploy"
+          ${
-      }
+            data.apiKey ? "Re-login with ComfyDeploy" : "Login with ComfyDeploy"
+          }
         </button>
       </div>
       </div>