function getNumberDefaults(inputData, defaultStep) { let defaultVal = inputData[1]["default"]; let { min, max, step } = inputData[1]; if (defaultVal == undefined) defaultVal = 0; if (min == undefined) min = 0; if (max == undefined) max = 2048; if (step == undefined) step = defaultStep; return { val: defaultVal, config: { min, max, step: 10.0 * step } }; } export function addValueControlWidget(node, targetWidget, defaultValue = "randomize", values) { const valueControl = node.addWidget("combo", "control_after_generate", defaultValue, function (v) { }, { values: ["fixed", "increment", "decrement", "randomize"], serialize: false, // Don't include this in prompt. }); valueControl.afterQueued = () => { var v = valueControl.value; if (targetWidget.type == "combo" && v !== "fixed") { let current_index = targetWidget.options.values.indexOf(targetWidget.value); let current_length = targetWidget.options.values.length; switch (v) { case "increment": current_index += 1; break; case "decrement": current_index -= 1; break; case "randomize": current_index = Math.floor(Math.random() * current_length); default: break; } current_index = Math.max(0, current_index); current_index = Math.min(current_length - 1, current_index); if (current_index >= 0) { let value = targetWidget.options.values[current_index]; targetWidget.value = value; targetWidget.callback(value); } } else { //number let min = targetWidget.options.min; let max = targetWidget.options.max; // limit to something that javascript can handle max = Math.min(1125899906842624, max); min = Math.max(-1125899906842624, min); let range = (max - min) / (targetWidget.options.step / 10); //adjust values based on valueControl Behaviour switch (v) { case "fixed": break; case "increment": targetWidget.value += targetWidget.options.step / 10; break; case "decrement": targetWidget.value -= targetWidget.options.step / 10; break; case "randomize": targetWidget.value = Math.floor(Math.random() * range) * (targetWidget.options.step / 10) + min; default: break; } /*check if values are over or under their respective * ranges and set them to min or max.*/ if (targetWidget.value < min) targetWidget.value = min; if (targetWidget.value > max) targetWidget.value = max; } } return valueControl; }; function seedWidget(node, inputName, inputData) { const seed = ComfyWidgets.INT(node, inputName, inputData); const seedControl = addValueControlWidget(node, seed.widget, "randomize"); seed.widget.linkedWidgets = [seedControl]; return seed; } const MultilineSymbol = Symbol(); const MultilineResizeSymbol = Symbol(); function addMultilineWidget(node, name, opts, app) { const MIN_SIZE = 50; function computeSize(size) { if (node.widgets[0].last_y == null) return; let y = node.widgets[0].last_y; let freeSpace = size[1] - y; // Compute the height of all non customtext widgets let widgetHeight = 0; const multi = []; for (let i = 0; i < node.widgets.length; i++) { const w = node.widgets[i]; if (w.type === "customtext") { multi.push(w); } else { if (w.computeSize) { widgetHeight += w.computeSize()[1] + 4; } else { widgetHeight += LiteGraph.NODE_WIDGET_HEIGHT + 4; } } } // See how large each text input can be freeSpace -= widgetHeight; freeSpace /= multi.length + (!!node.imgs?.length); if (freeSpace < MIN_SIZE) { // There isnt enough space for all the widgets, increase the size of the node freeSpace = MIN_SIZE; node.size[1] = y + widgetHeight + freeSpace * (multi.length + (!!node.imgs?.length)); node.graph.setDirtyCanvas(true); } // Position each of the widgets for (const w of node.widgets) { w.y = y; if (w.type === "customtext") { y += freeSpace; w.computedHeight = freeSpace - multi.length*4; } else if (w.computeSize) { y += w.computeSize()[1] + 4; } else { y += LiteGraph.NODE_WIDGET_HEIGHT + 4; } } node.inputHeight = freeSpace; } const widget = { type: "customtext", name, get value() { return this.inputEl.value; }, set value(x) { this.inputEl.value = x; }, draw: function (ctx, _, widgetWidth, y, widgetHeight) { if (!this.parent.inputHeight) { // If we are initially offscreen when created we wont have received a resize event // Calculate it here instead computeSize(node.size); } const visible = app.canvas.ds.scale > 0.5 && this.type === "customtext"; const margin = 10; const elRect = ctx.canvas.getBoundingClientRect(); const transform = new DOMMatrix() .scaleSelf(elRect.width / ctx.canvas.width, elRect.height / ctx.canvas.height) .multiplySelf(ctx.getTransform()) .translateSelf(margin, margin + y); Object.assign(this.inputEl.style, { transformOrigin: "0 0", transform: transform, left: "0px", top: "0px", width: `${widgetWidth - (margin * 2)}px`, height: `${this.parent.inputHeight - (margin * 2)}px`, position: "absolute", background: (!node.color)?'':node.color, color: (!node.color)?'':'white', zIndex: app.graph._nodes.indexOf(node), }); this.inputEl.hidden = !visible; }, }; widget.inputEl = document.createElement("textarea"); widget.inputEl.className = "comfy-multiline-input"; widget.inputEl.value = opts.defaultVal; widget.inputEl.placeholder = opts.placeholder || ""; document.addEventListener("mousedown", function (event) { if (!widget.inputEl.contains(event.target)) { widget.inputEl.blur(); } }); widget.parent = node; document.body.appendChild(widget.inputEl); node.addCustomWidget(widget); app.canvas.onDrawBackground = function () { // Draw node isnt fired once the node is off the screen // if it goes off screen quickly, the input may not be removed // this shifts it off screen so it can be moved back if the node is visible. for (let n in app.graph._nodes) { n = graph._nodes[n]; for (let w in n.widgets) { let wid = n.widgets[w]; if (Object.hasOwn(wid, "inputEl")) { wid.inputEl.style.left = -8000 + "px"; wid.inputEl.style.position = "absolute"; } } } }; node.onRemoved = function () { // When removing this node we need to remove the input from the DOM for (let y in this.widgets) { if (this.widgets[y].inputEl) { this.widgets[y].inputEl.remove(); } } }; widget.onRemove = () => { widget.inputEl?.remove(); // Restore original size handler if we are the last if (!--node[MultilineSymbol]) { node.onResize = node[MultilineResizeSymbol]; delete node[MultilineSymbol]; delete node[MultilineResizeSymbol]; } }; if (node[MultilineSymbol]) { node[MultilineSymbol]++; } else { node[MultilineSymbol] = 1; const onResize = (node[MultilineResizeSymbol] = node.onResize); node.onResize = function (size) { computeSize(size); // Call original resizer handler if (onResize) { onResize.apply(this, arguments); } }; } return { minWidth: 400, minHeight: 200, widget }; } export const ComfyWidgets = { "INT:seed": seedWidget, "INT:noise_seed": seedWidget, FLOAT(node, inputName, inputData) { const { val, config } = getNumberDefaults(inputData, 0.5); return { widget: node.addWidget("number", inputName, val, () => {}, config) }; }, INT(node, inputName, inputData) { const { val, config } = getNumberDefaults(inputData, 1); Object.assign(config, { precision: 0 }); return { widget: node.addWidget( "number", inputName, val, function (v) { const s = this.options.step / 10; this.value = Math.round(v / s) * s; }, config ), }; }, STRING(node, inputName, inputData, app) { const defaultVal = inputData[1].default || ""; const multiline = !!inputData[1].multiline; if (multiline) { return addMultilineWidget(node, inputName, { defaultVal, ...inputData[1] }, app); } else { return { widget: node.addWidget("text", inputName, defaultVal, () => {}, {}) }; } }, COMBO(node, inputName, inputData) { const type = inputData[0]; let defaultValue = type[0]; if (inputData[1] && inputData[1].default) { defaultValue = inputData[1].default; } return { widget: node.addWidget("combo", inputName, defaultValue, () => {}, { values: type }) }; }, IMAGEUPLOAD(node, inputName, inputData, app) { const imageWidget = node.widgets.find((w) => w.name === "image"); let uploadWidget; function showImage(name) { const img = new Image(); img.onload = () => { node.imgs = [img]; app.graph.setDirtyCanvas(true); }; let folder_separator = name.lastIndexOf("/"); let subfolder = ""; if (folder_separator > -1) { subfolder = name.substring(0, folder_separator); name = name.substring(folder_separator + 1); } img.src = `/view?filename=${name}&type=input&subfolder=${subfolder}${app.getPreviewFormatParam()}`; node.setSizeForImage?.(); } var default_value = imageWidget.value; Object.defineProperty(imageWidget, "value", { set : function(value) { this._real_value = value; }, get : function() { let value = ""; if (this._real_value) { value = this._real_value; } else { return default_value; } if (value.filename) { let real_value = value; value = ""; if (real_value.subfolder) { value = real_value.subfolder + "/"; } value += real_value.filename; if(real_value.type && real_value.type !== "input") value += ` [${real_value.type}]`; } return value; } }); // Add our own callback to the combo widget to render an image when it changes const cb = node.callback; imageWidget.callback = function () { showImage(imageWidget.value); if (cb) { return cb.apply(this, arguments); } }; // On load if we have a value then render the image // The value isnt set immediately so we need to wait a moment // No change callbacks seem to be fired on initial setting of the value requestAnimationFrame(() => { if (imageWidget.value) { showImage(imageWidget.value); } }); async function uploadFile(file, updateNode) { try { // Wrap file in formdata so it includes filename const body = new FormData(); body.append("image", file); const resp = await fetch("/upload/image", { method: "POST", body, }); if (resp.status === 200) { const data = await resp.json(); // Add the file as an option and update the widget value if (!imageWidget.options.values.includes(data.name)) { imageWidget.options.values.push(data.name); } if (updateNode) { showImage(data.name); imageWidget.value = data.name; } } else { alert(resp.status + " - " + resp.statusText); } } catch (error) { alert(error); } } const fileInput = document.createElement("input"); Object.assign(fileInput, { type: "file", accept: "image/jpeg,image/png,image/webp", style: "display: none", onchange: async () => { if (fileInput.files.length) { await uploadFile(fileInput.files[0], true); } }, }); document.body.append(fileInput); // Create the button widget for selecting the files uploadWidget = node.addWidget("button", "choose file to upload", "image", () => { fileInput.click(); }); uploadWidget.serialize = false; // Add handler to check if an image is being dragged over our node node.onDragOver = function (e) { if (e.dataTransfer && e.dataTransfer.items) { const image = [...e.dataTransfer.items].find((f) => f.kind === "file" && f.type.startsWith("image/")); return !!image; } return false; }; // On drop upload files node.onDragDrop = function (e) { console.log("onDragDrop called"); let handled = false; for (const file of e.dataTransfer.files) { if (file.type.startsWith("image/")) { uploadFile(file, !handled); // Dont await these, any order is fine, only update on first one handled = true; } } return handled; }; return { widget: uploadWidget }; }, };