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import type {ComfyNodeConstructor, ComfyObjectInfo} from "typings/comfy.js"; | |
import type {INodeSlot, LGraphNode, LLink, LGraphCanvas} from "typings/litegraph.js"; | |
import {app} from "scripts/app.js"; | |
import {DynamicContextNodeBase, InputLike} from "./dynamic_context_base.js"; | |
import {NodeTypesString} from "./constants.js"; | |
import { | |
InputMutation, | |
SERVICE as CONTEXT_SERVICE, | |
stripContextInputPrefixes, | |
getContextOutputName, | |
} from "./services/context_service.js"; | |
import {getConnectedInputNodesAndFilterPassThroughs} from "./utils.js"; | |
import {debounce, moveArrayItem} from "rgthree/common/shared_utils.js"; | |
import {measureText} from "./utils_canvas.js"; | |
import {SERVICE as CONFIG_SERVICE} from "./services/config_service.js"; | |
type ShadowInputData = { | |
node: LGraphNode; | |
slot: number; | |
shadowIndex: number; | |
shadowIndexIfShownSingularly: number; | |
shadowIndexFull: number; | |
nodeIndex: number; | |
type: string | -1; | |
name: string; | |
key: string; | |
// isDuplicatedBefore: boolean, | |
duplicatesBefore: number[]; | |
duplicatesAfter: number[]; | |
}; | |
/** | |
* The Context Switch node. | |
*/ | |
class DynamicContextSwitchNode extends DynamicContextNodeBase { | |
static override title = NodeTypesString.DYNAMIC_CONTEXT_SWITCH; | |
static override type = NodeTypesString.DYNAMIC_CONTEXT_SWITCH; | |
static comfyClass = NodeTypesString.DYNAMIC_CONTEXT_SWITCH; | |
protected override readonly hasShadowInputs = true; | |
// override hasShadowInputs = true; | |
/** | |
* We should be able to assume that `lastInputsList` is the input list after the last, major | |
* synchronous change. Which should mean, if we're handling a change that is currently live, but | |
* not represented in our node (like, an upstream node has already removed an input), then we | |
* should be able to compar the current InputList to this `lastInputsList`. | |
*/ | |
lastInputsList: ShadowInputData[] = []; | |
private shadowInputs: (InputLike & {count: number})[] = [ | |
{name: "base_ctx", type: "RGTHREE_DYNAMIC_CONTEXT", link: null, count: 0}, | |
]; | |
constructor(title = DynamicContextSwitchNode.title) { | |
super(title); | |
} | |
override getContextInputsList() { | |
return this.shadowInputs; | |
} | |
override handleUpstreamMutation(mutation: InputMutation) { | |
this.scheduleHardRefresh(); | |
} | |
override onConnectionsChange( | |
type: number, | |
slotIndex: number, | |
isConnected: boolean, | |
link: LLink, | |
ioSlot: INodeSlot, | |
): void { | |
super.onConnectionsChange?.call(this, type, slotIndex, isConnected, link, ioSlot); | |
if (this.configuring) { | |
return; | |
} | |
if (type === LiteGraph.INPUT) { | |
this.scheduleHardRefresh(); | |
} | |
} | |
scheduleHardRefresh(ms = 64) { | |
return debounce(() => { | |
this.refreshInputsAndOutputs(); | |
}, ms); | |
} | |
override onNodeCreated() { | |
this.addInput("ctx_1", "RGTHREE_DYNAMIC_CONTEXT"); | |
this.addInput("ctx_2", "RGTHREE_DYNAMIC_CONTEXT"); | |
this.addInput("ctx_3", "RGTHREE_DYNAMIC_CONTEXT"); | |
this.addInput("ctx_4", "RGTHREE_DYNAMIC_CONTEXT"); | |
this.addInput("ctx_5", "RGTHREE_DYNAMIC_CONTEXT"); | |
super.onNodeCreated(); | |
} | |
override addContextInput(name: string, type: string, slot?: number): void {} | |
/** | |
* This is a "hard" refresh of the list, but looping over the actual context inputs, and | |
* recompiling the shadowInputs and outputs. | |
*/ | |
private refreshInputsAndOutputs() { | |
const inputs: (InputLike & {count: number})[] = [ | |
{name: "base_ctx", type: "RGTHREE_DYNAMIC_CONTEXT", link: null, count: 0}, | |
]; | |
let numConnected = 0; | |
for (let i = 0; i < this.inputs.length; i++) { | |
const childCtxs = getConnectedInputNodesAndFilterPassThroughs( | |
this, | |
this, | |
i, | |
) as DynamicContextNodeBase[]; | |
if (childCtxs.length > 1) { | |
throw new Error("How is there more than one input?"); | |
} | |
const ctx = childCtxs[0]; | |
if (!ctx) continue; | |
numConnected++; | |
const slotsData = CONTEXT_SERVICE.getDynamicContextInputsData(ctx); | |
console.log(slotsData); | |
for (const slotData of slotsData) { | |
const found = inputs.find( | |
(n) => getContextOutputName(slotData.name) === getContextOutputName(n.name), | |
); | |
if (found) { | |
found.count += 1; | |
continue; | |
} | |
inputs.push({ | |
name: slotData.name, | |
type: slotData.type, | |
link: null, | |
count: 1, | |
}); | |
} | |
} | |
this.shadowInputs = inputs; | |
// First output is always CONTEXT, so "p" is the offset. | |
let i = 0; | |
for (i; i < this.shadowInputs.length; i++) { | |
const data = this.shadowInputs[i]!; | |
let existing = this.outputs.find( | |
(o) => getContextOutputName(o.name) === getContextOutputName(data.name), | |
); | |
if (!existing) { | |
existing = this.addOutput(getContextOutputName(data.name), data.type); | |
} | |
moveArrayItem(this.outputs, existing, i); | |
delete existing.rgthree_status; | |
if (data.count !== numConnected) { | |
existing.rgthree_status = "WARN"; | |
} | |
} | |
while (this.outputs[i]) { | |
const output = this.outputs[i]; | |
if (output?.links?.length) { | |
output.rgthree_status = "ERROR"; | |
i++; | |
} else { | |
this.removeOutput(i); | |
} | |
} | |
this.fixInputsOutputsLinkSlots(); | |
} | |
override onDrawForeground(ctx: CanvasRenderingContext2D, canvas: LGraphCanvas): void { | |
const low_quality = (canvas?.ds?.scale ?? 1) < 0.6; | |
if (low_quality || this.size[0] <= 10) { | |
return; | |
} | |
let y = LiteGraph.NODE_SLOT_HEIGHT - 1; | |
const w = this.size[0]; | |
ctx.save(); | |
ctx.font = "normal " + LiteGraph.NODE_SUBTEXT_SIZE + "px Arial"; | |
ctx.textAlign = "right"; | |
for (const output of this.outputs) { | |
if (!output.rgthree_status) { | |
y += LiteGraph.NODE_SLOT_HEIGHT; | |
continue; | |
} | |
const x = w - 20 - measureText(ctx, output.name); | |
if (output.rgthree_status === "ERROR") { | |
ctx.fillText("🛑", x, y); | |
} else if (output.rgthree_status === "WARN") { | |
ctx.fillText("⚠️", x, y); | |
} | |
y += LiteGraph.NODE_SLOT_HEIGHT; | |
} | |
ctx.restore(); | |
} | |
} | |
app.registerExtension({ | |
name: "rgthree.DynamicContextSwitch", | |
async beforeRegisterNodeDef(nodeType: ComfyNodeConstructor, nodeData: ComfyObjectInfo) { | |
if (!CONFIG_SERVICE.getConfigValue("unreleased.dynamic_context.enabled")) { | |
return; | |
} | |
if (nodeData.name === DynamicContextSwitchNode.type) { | |
DynamicContextSwitchNode.setUp(nodeType, nodeData); | |
} | |
}, | |
}); | |