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import { api } from "scripts/api.js"; | |
import type { | |
LLink, | |
IComboWidget, | |
LGraphNode, | |
INodeOutputSlot, | |
INodeInputSlot, | |
IWidget, | |
SerializedLGraphNode, | |
} from "typings/litegraph.js"; | |
import type { ComfyObjectInfo, ComfyGraphNode } from "typings/comfy.js"; | |
import { wait } from "rgthree/common/shared_utils.js"; | |
import { rgthree } from "./rgthree.js"; | |
/** Wraps a node instance keeping closure without mucking the finicky types. */ | |
export class PowerPrompt { | |
readonly isSimple: boolean; | |
readonly node: ComfyGraphNode; | |
readonly promptEl: HTMLTextAreaElement; | |
nodeData: ComfyObjectInfo; | |
readonly combos: { [key: string]: IComboWidget } = {}; | |
readonly combosValues: { [key: string]: string[] } = {}; | |
boundOnFreshNodeDefs!: (event: CustomEvent) => void; | |
private configuring = false; | |
constructor(node: ComfyGraphNode, nodeData: ComfyObjectInfo) { | |
this.node = node; | |
this.node.properties = this.node.properties || {}; | |
this.node.properties["combos_filter"] = ""; | |
this.nodeData = nodeData; | |
this.isSimple = this.nodeData.name.includes("Simple"); | |
this.promptEl = (node.widgets[0]! as any).inputEl; | |
this.addAndHandleKeyboardLoraEditWeight(); | |
this.patchNodeRefresh(); | |
const oldConfigure = this.node.configure; | |
this.node.configure = (info: SerializedLGraphNode) => { | |
this.configuring = true; | |
oldConfigure?.apply(this.node, [info]); | |
this.configuring = false; | |
}; | |
const oldOnConnectionsChange = this.node.onConnectionsChange; | |
this.node.onConnectionsChange = ( | |
type: number, | |
slotIndex: number, | |
isConnected: boolean, | |
link_info: LLink, | |
_ioSlot: INodeOutputSlot | INodeInputSlot, | |
) => { | |
oldOnConnectionsChange?.apply(this.node, [type, slotIndex, isConnected, link_info, _ioSlot]); | |
this.onNodeConnectionsChange(type, slotIndex, isConnected, link_info, _ioSlot); | |
}; | |
const oldOnConnectInput = this.node.onConnectInput; | |
this.node.onConnectInput = ( | |
inputIndex: number, | |
outputType: INodeOutputSlot["type"], | |
outputSlot: INodeOutputSlot, | |
outputNode: LGraphNode, | |
outputIndex: number, | |
) => { | |
let canConnect = true; | |
if (oldOnConnectInput) { | |
canConnect = oldOnConnectInput.apply(this.node, [ | |
inputIndex, | |
outputType, | |
outputSlot, | |
outputNode, | |
outputIndex, | |
]); | |
} | |
return ( | |
this.configuring || | |
rgthree.loadingApiJson || | |
(canConnect && !this.node.inputs[inputIndex]!.disabled) | |
); | |
}; | |
const oldOnConnectOutput = this.node.onConnectOutput; | |
this.node.onConnectOutput = ( | |
outputIndex: number, | |
inputType: INodeInputSlot["type"], | |
inputSlot: INodeInputSlot, | |
inputNode: LGraphNode, | |
inputIndex: number, | |
) => { | |
let canConnect = true; | |
if (oldOnConnectOutput) { | |
canConnect = oldOnConnectOutput?.apply(this.node, [ | |
outputIndex, | |
inputType, | |
inputSlot, | |
inputNode, | |
inputIndex, | |
]); | |
} | |
return ( | |
this.configuring || | |
rgthree.loadingApiJson || | |
(canConnect && !this.node.outputs[outputIndex]!.disabled) | |
); | |
}; | |
const onPropertyChanged = this.node.onPropertyChanged; | |
this.node.onPropertyChanged = (property: string, value: any, prevValue: any) => { | |
onPropertyChanged && onPropertyChanged.call(this, property, value, prevValue); | |
if (property === "combos_filter") { | |
this.refreshCombos(this.nodeData); | |
} | |
}; | |
// Strip all widgets but prompt (we'll re-add them in refreshCombos) | |
// this.node.widgets.splice(1); | |
for (let i = this.node.widgets.length - 1; i >= 0; i--) { | |
if (this.shouldRemoveServerWidget(this.node.widgets[i]!)) { | |
this.node.widgets.splice(i, 1); | |
} | |
} | |
this.refreshCombos(nodeData); | |
setTimeout(() => { | |
this.stabilizeInputsOutputs(); | |
}, 32); | |
} | |
/** | |
* Cleans up optional out puts when we don't have the optional input. Purely a vanity function. | |
*/ | |
onNodeConnectionsChange( | |
_type: number, | |
_slotIndex: number, | |
_isConnected: boolean, | |
_linkInfo: LLink, | |
_ioSlot: INodeOutputSlot | INodeInputSlot, | |
) { | |
this.stabilizeInputsOutputs(); | |
} | |
private stabilizeInputsOutputs() { | |
// If we are currently "configuring" then skip this stabilization. The connected nodes may | |
// not yet be configured. | |
if (this.configuring || rgthree.loadingApiJson) { | |
return; | |
} | |
// If our first input is connected, then we can show the proper output. | |
const clipLinked = this.node.inputs.some((i) => i.name.includes("clip") && !!i.link); | |
const modelLinked = this.node.inputs.some((i) => i.name.includes("model") && !!i.link); | |
for (const output of this.node.outputs) { | |
const type = (output.type as string).toLowerCase(); | |
if (type.includes("model")) { | |
output.disabled = !modelLinked; | |
} else if (type.includes("conditioning")) { | |
output.disabled = !clipLinked; | |
} else if (type.includes("clip")) { | |
output.disabled = !clipLinked; | |
} else if (type.includes("string")) { | |
// Our text prompt is always enabled, but let's color it so it stands out | |
// if the others are disabled. #7F7 is Litegraph's default. | |
output.color_off = "#7F7"; | |
output.color_on = "#7F7"; | |
} | |
if (output.disabled) { | |
// this.node.disconnectOutput(index); | |
} | |
} | |
} | |
onFreshNodeDefs(event: CustomEvent) { | |
this.refreshCombos(event.detail[this.nodeData.name]); | |
} | |
shouldRemoveServerWidget(widget: IWidget) { | |
return ( | |
widget.name?.startsWith("insert_") || | |
widget.name?.startsWith("target_") || | |
widget.name?.startsWith("crop_") || | |
widget.name?.startsWith("values_") | |
); | |
} | |
refreshCombos(nodeData: ComfyObjectInfo) { | |
this.nodeData = nodeData; | |
let filter: RegExp | null = null; | |
if (this.node.properties["combos_filter"]?.trim()) { | |
try { | |
filter = new RegExp(this.node.properties["combos_filter"].trim(), "i"); | |
} catch (e) { | |
console.error(`Could not parse "${filter}" for Regular Expression`, e); | |
filter = null; | |
} | |
} | |
// Add the combo for hidden inputs of nodeData | |
let data = Object.assign( | |
{}, | |
this.nodeData.input?.optional || {}, | |
this.nodeData.input?.hidden || {}, | |
); | |
for (const [key, value] of Object.entries(data)) { | |
//Object.entries(this.nodeData.input?.hidden || {})) { | |
if (Array.isArray(value[0])) { | |
let values = value[0] as string[]; | |
if (key.startsWith("insert")) { | |
values = filter | |
? values.filter( | |
(v, i) => i < 1 || (i == 1 && v.match(/^disable\s[a-z]/i)) || filter?.test(v), | |
) | |
: values; | |
const shouldShow = | |
values.length > 2 || (values.length > 1 && !values[1]!.match(/^disable\s[a-z]/i)); | |
if (shouldShow) { | |
if (!this.combos[key]) { | |
this.combos[key] = this.node.addWidget( | |
"combo", | |
key, | |
values, | |
(selected) => { | |
if (selected !== values[0] && !selected.match(/^disable\s[a-z]/i)) { | |
// We wait a frame because if we use a keydown event to call, it'll wipe out | |
// the selection. | |
wait().then(() => { | |
if (key.includes("embedding")) { | |
this.insertSelectionText(`embedding:${selected}`); | |
} else if (key.includes("saved")) { | |
this.insertSelectionText( | |
this.combosValues[`values_${key}`]![values.indexOf(selected)]!, | |
); | |
} else if (key.includes("lora")) { | |
this.insertSelectionText(`<lora:${selected}:1.0>`); | |
} | |
this.combos[key]!.value = values[0]; | |
}); | |
} | |
}, | |
{ | |
values, | |
serialize: true, // Don't include this in prompt. | |
}, | |
); | |
(this.combos[key]! as any).oldComputeSize = this.combos[key]!.computeSize; | |
let node = this.node; | |
this.combos[key]!.computeSize = function (width: number) { | |
const size = (this as any).oldComputeSize?.(width) || [ | |
width, | |
LiteGraph.NODE_WIDGET_HEIGHT, | |
]; | |
if (this === node.widgets[node.widgets.length - 1]) { | |
size[1] += 10; | |
} | |
return size; | |
}; | |
} | |
this.combos[key]!.options!.values = values; | |
this.combos[key]!.value = values[0]; | |
} else if (!shouldShow && this.combos[key]) { | |
this.node.widgets.splice(this.node.widgets.indexOf(this.combos[key]!), 1); | |
delete this.combos[key]; | |
} | |
} else if (key.startsWith("values")) { | |
this.combosValues[key] = values; | |
} | |
} | |
} | |
} | |
insertSelectionText(text: string) { | |
if (!this.promptEl) { | |
console.error("Asked to insert text, but no textbox found."); | |
return; | |
} | |
let prompt = this.promptEl.value; | |
// Use selectionEnd as the split; if we have highlighted text, then we likely don't want to | |
// overwrite it (we could have just deleted it more easily). | |
let first = prompt.substring(0, this.promptEl.selectionEnd).replace(/ +$/, ""); | |
first = first + (["\n"].includes(first[first.length - 1]!) ? "" : first.length ? " " : ""); | |
let second = prompt.substring(this.promptEl.selectionEnd).replace(/^ +/, ""); | |
second = (["\n"].includes(second[0]!) ? "" : second.length ? " " : "") + second; | |
this.promptEl.value = first + text + second; | |
this.promptEl.focus(); | |
this.promptEl.selectionStart = first.length; | |
this.promptEl.selectionEnd = first.length + text.length; | |
} | |
/** | |
* Adds a keydown event listener to our prompt so we can see if we're using the | |
* ctrl/cmd + up/down arrows shortcut. This kind of competes with the core extension | |
* "Comfy.EditAttention" but since that only handles parenthesis and listens on window, we should | |
* be able to intercept and cancel the bubble if we're doing the same action within the lora tag. | |
*/ | |
addAndHandleKeyboardLoraEditWeight() { | |
this.promptEl.addEventListener("keydown", (event: KeyboardEvent) => { | |
// If we're not doing a ctrl/cmd + arrow key, then bail. | |
if (!(event.key === "ArrowUp" || event.key === "ArrowDown")) return; | |
if (!event.ctrlKey && !event.metaKey) return; | |
// Unfortunately, we can't see Comfy.EditAttention delta in settings, so we hardcode to 0.01. | |
// We can acutally do better too, let's make it .1 by default, and .01 if also holding shift. | |
const delta = event.shiftKey ? 0.01 : 0.1; | |
let start = this.promptEl.selectionStart; | |
let end = this.promptEl.selectionEnd; | |
let fullText = this.promptEl.value; | |
let selectedText = fullText.substring(start, end); | |
// We don't care about fully rewriting Comfy.EditAttention, we just want to see if our | |
// selected text is a lora, which will always start with "<lora:". So work backwards until we | |
// find something that we know can't be a lora, or a "<". | |
if (!selectedText) { | |
const stopOn = "<>()\r\n\t"; // Allow spaces, since they can be in the filename | |
if (fullText[start] == ">") { | |
start -= 2; | |
end -= 2; | |
} | |
if (fullText[end - 1] == "<") { | |
start += 2; | |
end += 2; | |
} | |
while (!stopOn.includes(fullText[start]!) && start > 0) { | |
start--; | |
} | |
while (!stopOn.includes(fullText[end - 1]!) && end < fullText.length) { | |
end++; | |
} | |
selectedText = fullText.substring(start, end); | |
} | |
// Bail if this isn't a lora. | |
if (!selectedText.startsWith("<lora:") || !selectedText.endsWith(">")) { | |
return; | |
} | |
let weight = Number(selectedText.match(/:(-?\d*(\.\d*)?)>$/)?.[1]) ?? 1; | |
weight += event.key === "ArrowUp" ? delta : -delta; | |
const updatedText = selectedText.replace(/(:-?\d*(\.\d*)?)?>$/, `:${weight.toFixed(2)}>`); | |
// Handle the new value and cancel the bubble so Comfy.EditAttention doesn't also try. | |
this.promptEl.setRangeText(updatedText, start, end, "select"); | |
event.preventDefault(); | |
event.stopPropagation(); | |
}); | |
} | |
/** | |
* Patches over api.getNodeDefs in comfy's api.js to fire a custom event that we can listen to | |
* here and manually refresh our combos when a request comes in to fetch the node data; which | |
* only happens once at startup (but before custom nodes js runs), and then after clicking | |
* the "Refresh" button in the floating menu, which is what we care about. | |
*/ | |
patchNodeRefresh() { | |
this.boundOnFreshNodeDefs = this.onFreshNodeDefs.bind(this); | |
api.addEventListener("fresh-node-defs", this.boundOnFreshNodeDefs as EventListener); | |
const oldNodeRemoved = this.node.onRemoved; | |
this.node.onRemoved = () => { | |
oldNodeRemoved?.call(this.node); | |
api.removeEventListener("fresh-node-defs", this.boundOnFreshNodeDefs as EventListener); | |
}; | |
} | |
} | |