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Running
on
L40S
import type { | |
ComfyApiEventDetailCached, | |
ComfyApiEventDetailError, | |
ComfyApiEventDetailExecuted, | |
ComfyApiEventDetailExecuting, | |
ComfyApiEventDetailExecutionStart, | |
ComfyApiEventDetailProgress, | |
ComfyApiEventDetailStatus, | |
ComfyApiFormat, | |
ComfyApiPrompt, | |
} from "typings/comfy.js"; | |
import { api } from "scripts/api.js"; | |
import type { LGraph as TLGraph, LGraphCanvas as TLGraphCanvas } from "typings/litegraph.js"; | |
import { Resolver, getResolver } from "./shared_utils.js"; | |
/** | |
* Wraps general data of a prompt's execution. | |
*/ | |
export class PromptExecution { | |
id: string; | |
promptApi: ComfyApiFormat | null = null; | |
executedNodeIds: string[] = []; | |
totalNodes: number = 0; | |
currentlyExecuting: { | |
nodeId: string; | |
nodeLabel?: string; | |
step?: number; | |
maxSteps?: number; | |
/** The current pass, for nodes with multiple progress passes. */ | |
pass: number; | |
/** | |
* The max num of passes. Can be calculated for some nodes, or set to -1 when known there will | |
* be multiple passes, but the number cannot be calculated. | |
*/ | |
maxPasses?: number; | |
} | null = null; | |
errorDetails: any | null = null; | |
apiPrompt: Resolver<null> = getResolver(); | |
constructor(id: string) { | |
this.id = id; | |
} | |
/** | |
* Sets the prompt and prompt-related data. This can technically come in lazily, like if the web | |
* socket fires the 'execution-start' event before we actually get a response back from the | |
* initial prompt call. | |
*/ | |
setPrompt(prompt: ComfyApiPrompt) { | |
this.promptApi = prompt.output; | |
this.totalNodes = Object.keys(this.promptApi).length; | |
this.apiPrompt.resolve(null); | |
} | |
getApiNode(nodeId: string | number) { | |
return this.promptApi?.[String(nodeId)] || null; | |
} | |
private getNodeLabel(nodeId: string | number) { | |
const apiNode = this.getApiNode(nodeId); | |
let label = apiNode?._meta?.title || apiNode?.class_type || undefined; | |
if (!label) { | |
const graphNode = this.maybeGetComfyGraph()?.getNodeById(Number(nodeId)); | |
label = graphNode?.title || graphNode?.type || undefined; | |
} | |
return label; | |
} | |
/** | |
* Updates the execution data depending on the passed data, fed from api events. | |
*/ | |
executing(nodeId: string | null, step?: number, maxSteps?: number) { | |
if (nodeId == null) { | |
// We're done, any left over nodes must be skipped... | |
this.currentlyExecuting = null; | |
return; | |
} | |
if (this.currentlyExecuting?.nodeId !== nodeId) { | |
if (this.currentlyExecuting != null) { | |
this.executedNodeIds.push(nodeId); | |
} | |
this.currentlyExecuting = { nodeId, nodeLabel: this.getNodeLabel(nodeId), pass: 0 }; | |
// We'll see if we're known node for multiple passes, that will come in as generic 'progress' | |
// updates from the api. If we're known to have multiple passes, then we'll pre-set data to | |
// allow the progress bar to handle intial rendering. If we're not, that's OK, the data will | |
// be shown with the second pass. | |
this.apiPrompt.promise.then(() => { | |
// If we execute with a null node id and clear the currently executing, then we can just | |
// move on. This seems to only happen with a super-fast execution (like, just seed node | |
// and display any for testing). | |
if (this.currentlyExecuting == null) { | |
return; | |
} | |
const apiNode = this.getApiNode(nodeId); | |
if (!this.currentlyExecuting.nodeLabel) { | |
this.currentlyExecuting.nodeLabel = this.getNodeLabel(nodeId); | |
} | |
if (apiNode?.class_type === "UltimateSDUpscale") { | |
// From what I can tell, UltimateSDUpscale, does an initial pass that isn't actually a | |
// tile. It seems to always be 4 steps... We'll start our pass at -1, so this prepass is | |
// "0" and "1" will start with the first tile. This way, a user knows they have 4 tiles, | |
// know this pass counter will go to 4 (and not 5). Also, we cannot calculate maxPasses | |
// for 'UltimateSDUpscale' :( | |
this.currentlyExecuting.pass--; | |
this.currentlyExecuting.maxPasses = -1; | |
} else if (apiNode?.class_type === "IterativeImageUpscale") { | |
this.currentlyExecuting.maxPasses = (apiNode?.inputs["steps"] as number) ?? -1; | |
} | |
}); | |
} | |
if (step != null) { | |
// If we haven't had any stpes before, or the passes step is lower than the previous, then | |
// increase the passes. | |
if (!this.currentlyExecuting!.step || step < this.currentlyExecuting!.step) { | |
this.currentlyExecuting!.pass!++; | |
} | |
this.currentlyExecuting!.step = step; | |
this.currentlyExecuting!.maxSteps = maxSteps; | |
} | |
} | |
/** | |
* If there's an error, we add the details. | |
*/ | |
error(details: any) { | |
this.errorDetails = details; | |
} | |
private maybeGetComfyGraph(): TLGraph | null { | |
return ((window as any)?.app?.graph as TLGraph) || null; | |
} | |
} | |
/** | |
* A singleton service that wraps the Comfy API and simplifies the event data being fired. | |
*/ | |
class PromptService extends EventTarget { | |
promptsMap: Map<string, PromptExecution> = new Map(); | |
currentExecution: PromptExecution | null = null; | |
lastQueueRemaining = 0; | |
constructor(api: any) { | |
super(); | |
const that = this; | |
// Patch the queuePrompt method so we can capture new data going through. | |
const queuePrompt = api.queuePrompt; | |
api.queuePrompt = async function (num: number, prompt: ComfyApiPrompt) { | |
let response; | |
try { | |
response = await queuePrompt.apply(api, [...arguments]); | |
} catch (e) { | |
const promptExecution = that.getOrMakePrompt("error"); | |
promptExecution.error({ exception_type: "Unknown." }); | |
// console.log("ERROR QUEUE PROMPT", response, arguments); | |
throw e; | |
} | |
// console.log("QUEUE PROMPT", response, arguments); | |
const promptExecution = that.getOrMakePrompt(response.prompt_id); | |
promptExecution.setPrompt(prompt); | |
if (!that.currentExecution) { | |
that.currentExecution = promptExecution; | |
} | |
that.promptsMap.set(response.prompt_id, promptExecution); | |
that.dispatchEvent( | |
new CustomEvent("queue-prompt", { | |
detail: { | |
prompt: promptExecution, | |
}, | |
}), | |
); | |
return response; | |
}; | |
api.addEventListener("status", (e: CustomEvent<ComfyApiEventDetailStatus>) => { | |
// console.log("status", JSON.stringify(e.detail)); | |
// Sometimes a status message is fired when the app loades w/o any details. | |
if (!e.detail?.exec_info) return; | |
this.lastQueueRemaining = e.detail.exec_info.queue_remaining; | |
this.dispatchProgressUpdate(); | |
}); | |
api.addEventListener("execution_start", (e: CustomEvent<ComfyApiEventDetailExecutionStart>) => { | |
// console.log("execution_start", JSON.stringify(e.detail)); | |
if (!this.promptsMap.has(e.detail.prompt_id)) { | |
console.warn("'execution_start' fired before prompt was made."); | |
} | |
const prompt = this.getOrMakePrompt(e.detail.prompt_id); | |
this.currentExecution = prompt; | |
this.dispatchProgressUpdate(); | |
}); | |
api.addEventListener("executing", (e: CustomEvent<ComfyApiEventDetailExecuting>) => { | |
// console.log("executing", JSON.stringify(e.detail)); | |
if (!this.currentExecution) { | |
this.currentExecution = this.getOrMakePrompt("unknown"); | |
console.warn("'executing' fired before prompt was made."); | |
} | |
this.currentExecution.executing(e.detail); | |
this.dispatchProgressUpdate(); | |
if (e.detail == null) { | |
this.currentExecution = null; | |
} | |
}); | |
api.addEventListener("progress", (e: CustomEvent<ComfyApiEventDetailProgress>) => { | |
// console.log("progress", JSON.stringify(e.detail)); | |
if (!this.currentExecution) { | |
this.currentExecution = this.getOrMakePrompt(e.detail.prompt_id); | |
console.warn("'progress' fired before prompt was made."); | |
} | |
this.currentExecution.executing(e.detail.node, e.detail.value, e.detail.max); | |
this.dispatchProgressUpdate(); | |
}); | |
api.addEventListener("execution_cached", (e: CustomEvent<ComfyApiEventDetailCached>) => { | |
// console.log("execution_cached", JSON.stringify(e.detail)); | |
if (!this.currentExecution) { | |
this.currentExecution = this.getOrMakePrompt(e.detail.prompt_id); | |
console.warn("'execution_cached' fired before prompt was made."); | |
} | |
for (const cached of e.detail.nodes) { | |
this.currentExecution.executing(cached); | |
} | |
this.dispatchProgressUpdate(); | |
}); | |
api.addEventListener("executed", (e: CustomEvent<ComfyApiEventDetailExecuted>) => { | |
// console.log("executed", JSON.stringify(e.detail)); | |
if (!this.currentExecution) { | |
this.currentExecution = this.getOrMakePrompt(e.detail.prompt_id); | |
console.warn("'executed' fired before prompt was made."); | |
} | |
}); | |
api.addEventListener("execution_error", (e: CustomEvent<ComfyApiEventDetailError>) => { | |
// console.log("execution_error", e.detail); | |
if (!this.currentExecution) { | |
this.currentExecution = this.getOrMakePrompt(e.detail.prompt_id); | |
console.warn("'execution_error' fired before prompt was made."); | |
} | |
this.currentExecution?.error(e.detail); | |
this.dispatchProgressUpdate(); | |
}); | |
} | |
/** A helper method, since we extend/override api.queuePrompt above anyway. */ | |
async queuePrompt(prompt: ComfyApiPrompt) { | |
return await api.queuePrompt(-1, prompt); | |
} | |
dispatchProgressUpdate() { | |
this.dispatchEvent( | |
new CustomEvent("progress-update", { | |
detail: { | |
queue: this.lastQueueRemaining, | |
prompt: this.currentExecution, | |
}, | |
}), | |
); | |
} | |
getOrMakePrompt(id: string) { | |
let prompt = this.promptsMap.get(id); | |
if (!prompt) { | |
prompt = new PromptExecution(id); | |
this.promptsMap.set(id, prompt); | |
} | |
return prompt; | |
} | |
} | |
export const SERVICE = new PromptService(api); | |