ComfyUI/web/scripts/api.js
guill 7d4530f6f5
Rework Caching (#2)
This commit solves a number of bugs and adds some caching related
functionality. Specifically:

1. Caching is now input-based. In cases of completely identical nodes,
   the output will be reused (for example, if you have multiple
   LoadCheckpoint nodes loading the same checkpoint). If a node doesn't
   want this behavior (e.g. a `RandomInteger` node, it should set
   `NOT_IDEMPOTENT = True`.
2. This means that nodes within a component will now be cached and will
   only change if the input actually changes. Note that types that can't
   be hashed by default will always count as changed (though the
   component itself will only expand if one of its inputs changes).
3. A new LRU caching strategy is now available by starting with
   `--cache-lru 100`. With this strategy, in addition to the latest
   workflow being cached, up to N (100 in the example) node outputs will
   be retained. This allows users to work on multiple workflows or
   experiment with different inputs without losing the benefits of
   caching (at the cost of more RAM and VRAM). I intentionally left some
   additional debug print statements in for this strategy for the
   moment.
4. A new endpoint `/debugcache` has been temporarily added to assist
   with tracking down issues people encounter. It allows you to browse
   the contents of the cache.
5. Outputs from ephemeral nodes will now be communicated to the
   front-end with both the ephemeral node id, the 'parent' node id, and
   the 'display' node id. The front-end has been updated to deal with
   this.
2023-09-11 19:53:41 -07:00

321 lines
8.1 KiB
JavaScript

class ComfyApi extends EventTarget {
#registered = new Set();
constructor() {
super();
this.api_host = location.host;
this.api_base = location.pathname.split('/').slice(0, -1).join('/');
}
apiURL(route) {
return this.api_base + route;
}
fetchApi(route, options) {
return fetch(this.apiURL(route), options);
}
addEventListener(type, callback, options) {
super.addEventListener(type, callback, options);
this.#registered.add(type);
}
/**
* Poll status for colab and other things that don't support websockets.
*/
#pollQueue() {
setInterval(async () => {
try {
const resp = await this.fetchApi("/prompt");
const status = await resp.json();
this.dispatchEvent(new CustomEvent("status", { detail: status }));
} catch (error) {
this.dispatchEvent(new CustomEvent("status", { detail: null }));
}
}, 1000);
}
/**
* Creates and connects a WebSocket for realtime updates
* @param {boolean} isReconnect If the socket is connection is a reconnect attempt
*/
#createSocket(isReconnect) {
if (this.socket) {
return;
}
let opened = false;
let existingSession = window.name;
if (existingSession) {
existingSession = "?clientId=" + existingSession;
}
this.socket = new WebSocket(
`ws${window.location.protocol === "https:" ? "s" : ""}://${this.api_host}${this.api_base}/ws${existingSession}`
);
this.socket.binaryType = "arraybuffer";
this.socket.addEventListener("open", () => {
opened = true;
if (isReconnect) {
this.dispatchEvent(new CustomEvent("reconnected"));
}
});
this.socket.addEventListener("error", () => {
if (this.socket) this.socket.close();
if (!isReconnect && !opened) {
this.#pollQueue();
}
});
this.socket.addEventListener("close", () => {
setTimeout(() => {
this.socket = null;
this.#createSocket(true);
}, 300);
if (opened) {
this.dispatchEvent(new CustomEvent("status", { detail: null }));
this.dispatchEvent(new CustomEvent("reconnecting"));
}
});
this.socket.addEventListener("message", (event) => {
try {
if (event.data instanceof ArrayBuffer) {
const view = new DataView(event.data);
const eventType = view.getUint32(0);
const buffer = event.data.slice(4);
switch (eventType) {
case 1:
const view2 = new DataView(event.data);
const imageType = view2.getUint32(0)
let imageMime
switch (imageType) {
case 1:
default:
imageMime = "image/jpeg";
break;
case 2:
imageMime = "image/png"
}
const imageBlob = new Blob([buffer.slice(4)], { type: imageMime });
this.dispatchEvent(new CustomEvent("b_preview", { detail: imageBlob }));
break;
default:
throw new Error(`Unknown binary websocket message of type ${eventType}`);
}
}
else {
const msg = JSON.parse(event.data);
switch (msg.type) {
case "status":
if (msg.data.sid) {
this.clientId = msg.data.sid;
window.name = this.clientId;
}
this.dispatchEvent(new CustomEvent("status", { detail: msg.data.status }));
break;
case "progress":
this.dispatchEvent(new CustomEvent("progress", { detail: msg.data }));
break;
case "executing":
this.dispatchEvent(new CustomEvent("executing", { detail: msg.data.display_node }));
break;
case "executed":
this.dispatchEvent(new CustomEvent("executed", { detail: msg.data }));
break;
case "execution_start":
this.dispatchEvent(new CustomEvent("execution_start", { detail: msg.data }));
break;
case "execution_error":
this.dispatchEvent(new CustomEvent("execution_error", { detail: msg.data }));
break;
case "execution_cached":
this.dispatchEvent(new CustomEvent("execution_cached", { detail: msg.data }));
break;
default:
if (this.#registered.has(msg.type)) {
this.dispatchEvent(new CustomEvent(msg.type, { detail: msg.data }));
} else {
throw new Error(`Unknown message type ${msg.type}`);
}
}
}
} catch (error) {
console.warn("Unhandled message:", event.data, error);
}
});
}
/**
* Initialises sockets and realtime updates
*/
init() {
this.#createSocket();
}
/**
* Gets a list of extension urls
* @returns An array of script urls to import
*/
async getExtensions() {
const resp = await this.fetchApi("/extensions", { cache: "no-store" });
return await resp.json();
}
/**
* Gets a list of embedding names
* @returns An array of script urls to import
*/
async getEmbeddings() {
const resp = await this.fetchApi("/embeddings", { cache: "no-store" });
return await resp.json();
}
/**
* Loads node object definitions for the graph
* @returns The node definitions
*/
async getNodeDefs() {
const resp = await this.fetchApi("/object_info", { cache: "no-store" });
return await resp.json();
}
/**
*
* @param {number} number The index at which to queue the prompt, passing -1 will insert the prompt at the front of the queue
* @param {object} prompt The prompt data to queue
*/
async queuePrompt(number, { output, workflow }) {
const body = {
client_id: this.clientId,
prompt: output,
extra_data: { extra_pnginfo: { workflow } },
};
if (number === -1) {
body.front = true;
} else if (number != 0) {
body.number = number;
}
const res = await this.fetchApi("/prompt", {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: JSON.stringify(body),
});
if (res.status !== 200) {
throw {
response: await res.json(),
};
}
return await res.json();
}
/**
* Loads a list of items (queue or history)
* @param {string} type The type of items to load, queue or history
* @returns The items of the specified type grouped by their status
*/
async getItems(type) {
if (type === "queue") {
return this.getQueue();
}
return this.getHistory();
}
/**
* Gets the current state of the queue
* @returns The currently running and queued items
*/
async getQueue() {
try {
const res = await this.fetchApi("/queue");
const data = await res.json();
return {
// Running action uses a different endpoint for cancelling
Running: data.queue_running.map((prompt) => ({
prompt,
remove: { name: "Cancel", cb: () => api.interrupt() },
})),
Pending: data.queue_pending.map((prompt) => ({ prompt })),
};
} catch (error) {
console.error(error);
return { Running: [], Pending: [] };
}
}
/**
* Gets the prompt execution history
* @returns Prompt history including node outputs
*/
async getHistory() {
try {
const res = await this.fetchApi("/history");
return { History: Object.values(await res.json()) };
} catch (error) {
console.error(error);
return { History: [] };
}
}
/**
* Gets system & device stats
* @returns System stats such as python version, OS, per device info
*/
async getSystemStats() {
const res = await this.fetchApi("/system_stats");
return await res.json();
}
/**
* Sends a POST request to the API
* @param {*} type The endpoint to post to
* @param {*} body Optional POST data
*/
async #postItem(type, body) {
try {
await this.fetchApi("/" + type, {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: body ? JSON.stringify(body) : undefined,
});
} catch (error) {
console.error(error);
}
}
/**
* Deletes an item from the specified list
* @param {string} type The type of item to delete, queue or history
* @param {number} id The id of the item to delete
*/
async deleteItem(type, id) {
await this.#postItem(type, { delete: [id] });
}
/**
* Clears the specified list
* @param {string} type The type of list to clear, queue or history
*/
async clearItems(type) {
await this.#postItem(type, { clear: true });
}
/**
* Interrupts the execution of the running prompt
*/
async interrupt() {
await this.#postItem("interrupt", null);
}
}
export const api = new ComfyApi();