ai-chatbot/lib/canvas/image-task-queue.ts
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feat: improve image generation concurrency
2026-05-08 21:23:44 +08:00

475 lines
13 KiB
TypeScript

import "server-only";
import { and, asc, eq, lt, notInArray, sql } from "drizzle-orm";
import { db } from "@/lib/db";
import { canvasImageTask } from "@/lib/db/schema";
import {
getCanvasImageBatchDispatchIntervalMs,
getCanvasImageSingleModelConcurrency,
normalizeCanvasImageModelKey,
} from "./image-concurrency";
import {
generateCanvasImage,
type CanvasGenerateImageRequest,
type CanvasGenerateImageResult,
} from "./generate-image";
type CanvasImageTaskStatus = "pending" | "running" | "succeeded" | "failed";
interface PendingTaskEntry {
taskId: string;
modelKey: string;
userId: string;
}
interface RunningTaskEntry {
modelKey: string;
userId: string;
}
interface QueueState {
pending: PendingTaskEntry[];
pendingSet: Set<string>;
running: Map<string, RunningTaskEntry>;
runningByModel: Map<string, Set<string>>;
runningByModelUser: Map<string, Set<string>>;
nextBatchEligibleAt: Map<string, number>;
nextBatchTimers: Map<string, ReturnType<typeof setTimeout>>;
awaitingNextBatch: Set<string>;
draining: boolean;
}
const STALE_RUNNING_MS = 5 * 60 * 1000;
const PENDING_LOOKAHEAD_LIMIT = 100;
const queueStateKey = "__canvas_image_task_queue_state__";
function getQueueState(): QueueState {
const globalObj = globalThis as typeof globalThis & {
[queueStateKey]?: QueueState;
};
if (!globalObj[queueStateKey]) {
globalObj[queueStateKey] = {
pending: [],
pendingSet: new Set<string>(),
running: new Map<string, RunningTaskEntry>(),
runningByModel: new Map<string, Set<string>>(),
runningByModelUser: new Map<string, Set<string>>(),
nextBatchEligibleAt: new Map<string, number>(),
nextBatchTimers: new Map<string, ReturnType<typeof setTimeout>>(),
awaitingNextBatch: new Set<string>(),
draining: false,
};
}
return globalObj[queueStateKey] as QueueState;
}
function normalizeTaskModelKey(request: unknown) {
if (!request || typeof request !== "object" || Array.isArray(request)) {
return "__default__";
}
const rawModel = (request as Record<string, unknown>).model;
return normalizeCanvasImageModelKey(rawModel);
}
function getModelUserKey(modelKey: string, userId: string) {
return `${modelKey}::${userId || "__anonymous__"}`;
}
function getMaxConcurrentPerUser(maxConcurrentPerModel: number) {
return Math.max(1, Math.ceil(Math.max(1, maxConcurrentPerModel) / 2));
}
async function getTaskQueueMeta(taskId: string) {
const rows = await db
.select({
request: canvasImageTask.request,
userId: canvasImageTask.userId,
})
.from(canvasImageTask)
.where(eq(canvasImageTask.id, taskId))
.limit(1);
const row = rows[0];
return {
modelKey: normalizeTaskModelKey(row?.request),
userId: String(row?.userId || "__anonymous__"),
};
}
function getRunningCountForModel(modelKey: string) {
const state = getQueueState();
return state.runningByModel.get(modelKey)?.size || 0;
}
function getRunningCountForModelUser(modelKey: string, userId: string) {
const state = getQueueState();
return state.runningByModelUser.get(getModelUserKey(modelKey, userId))?.size || 0;
}
function markRunningTask(taskId: string, modelKey: string, userId: string) {
const state = getQueueState();
state.running.set(taskId, { modelKey, userId });
const tasks = state.runningByModel.get(modelKey) || new Set<string>();
tasks.add(taskId);
state.runningByModel.set(modelKey, tasks);
const modelUserKey = getModelUserKey(modelKey, userId);
const userTasks = state.runningByModelUser.get(modelUserKey) || new Set<string>();
userTasks.add(taskId);
state.runningByModelUser.set(modelUserKey, userTasks);
}
function releaseRunningTask(taskId: string) {
const state = getQueueState();
const entry = state.running.get(taskId);
if (!entry) {
return null;
}
state.running.delete(taskId);
const { modelKey, userId } = entry;
const tasks = state.runningByModel.get(modelKey);
if (tasks) {
tasks.delete(taskId);
if (tasks.size === 0) {
state.runningByModel.delete(modelKey);
}
}
const modelUserKey = getModelUserKey(modelKey, userId);
const userTasks = state.runningByModelUser.get(modelUserKey);
if (userTasks) {
userTasks.delete(taskId);
if (userTasks.size === 0) {
state.runningByModelUser.delete(modelUserKey);
}
}
return modelKey;
}
function isModelBatchDispatchDelayed(modelKey: string) {
const state = getQueueState();
const delayedUntil = state.nextBatchEligibleAt.get(modelKey);
if (!delayedUntil) {
return false;
}
if (delayedUntil <= Date.now()) {
state.nextBatchEligibleAt.delete(modelKey);
const timer = state.nextBatchTimers.get(modelKey);
if (timer) {
clearTimeout(timer);
state.nextBatchTimers.delete(modelKey);
}
return false;
}
return true;
}
function markModelAwaitingNextBatch(modelKey: string) {
getQueueState().awaitingNextBatch.add(modelKey);
}
function scheduleModelNextBatch(modelKey: string, delayMs: number) {
const state = getQueueState();
if (delayMs <= 0) {
state.awaitingNextBatch.delete(modelKey);
return false;
}
if (state.nextBatchTimers.has(modelKey)) {
return true;
}
state.awaitingNextBatch.delete(modelKey);
state.nextBatchEligibleAt.set(modelKey, Date.now() + delayMs);
const timer = setTimeout(() => {
const latestState = getQueueState();
latestState.nextBatchTimers.delete(modelKey);
latestState.nextBatchEligibleAt.delete(modelKey);
void drainCanvasImageTaskQueue();
}, delayMs);
state.nextBatchTimers.set(modelKey, timer);
return true;
}
async function enqueueLocalTask(
taskId: string,
meta?: { modelKey?: string; userId?: string } | string
) {
const state = getQueueState();
if (!taskId || state.running.has(taskId) || state.pendingSet.has(taskId)) {
return;
}
const resolvedMeta =
typeof meta === "string"
? { modelKey: meta, userId: undefined }
: meta || {};
const dbMeta =
resolvedMeta.modelKey && resolvedMeta.userId
? null
: await getTaskQueueMeta(taskId);
const resolvedModelKey = resolvedMeta.modelKey || dbMeta?.modelKey || "__default__";
const resolvedUserId = resolvedMeta.userId || dbMeta?.userId || "__anonymous__";
state.pending.push({
taskId,
modelKey: resolvedModelKey,
userId: resolvedUserId,
});
state.pendingSet.add(taskId);
const maxConcurrentPerModel = await getCanvasImageSingleModelConcurrency();
if (
getRunningCountForModel(resolvedModelKey) >= maxConcurrentPerModel ||
getRunningCountForModelUser(resolvedModelKey, resolvedUserId) >=
getMaxConcurrentPerUser(maxConcurrentPerModel)
) {
markModelAwaitingNextBatch(resolvedModelKey);
}
}
function hasModelCapacity(
modelKey: string,
userId: string,
maxConcurrentPerModel: number
) {
return (
getRunningCountForModel(modelKey) < maxConcurrentPerModel &&
getRunningCountForModelUser(modelKey, userId) <
getMaxConcurrentPerUser(maxConcurrentPerModel)
);
}
async function claimNextPendingTask(
maxConcurrentPerModel: number
): Promise<PendingTaskEntry | null> {
const state = getQueueState();
for (let index = 0; index < state.pending.length; index += 1) {
const entry = state.pending[index];
if (!entry) continue;
if (state.running.has(entry.taskId)) continue;
if (isModelBatchDispatchDelayed(entry.modelKey)) continue;
if (!hasModelCapacity(entry.modelKey, entry.userId, maxConcurrentPerModel)) {
markModelAwaitingNextBatch(entry.modelKey);
continue;
}
state.pending.splice(index, 1);
state.pendingSet.delete(entry.taskId);
return entry;
}
const runningIds = Array.from(state.running.keys());
const rows = await db
.select({
id: canvasImageTask.id,
request: canvasImageTask.request,
userId: canvasImageTask.userId,
})
.from(canvasImageTask)
.where(
runningIds.length > 0
? and(eq(canvasImageTask.status, "pending"), notInArray(canvasImageTask.id, runningIds))
: eq(canvasImageTask.status, "pending")
)
.orderBy(asc(canvasImageTask.createdAt))
.limit(PENDING_LOOKAHEAD_LIMIT);
for (const row of rows) {
if (!row?.id) continue;
if (state.pendingSet.has(row.id) || state.running.has(row.id)) continue;
const modelKey = normalizeTaskModelKey(row.request);
if (isModelBatchDispatchDelayed(modelKey)) {
continue;
}
const userId = String(row.userId || "__anonymous__");
if (!hasModelCapacity(modelKey, userId, maxConcurrentPerModel)) {
markModelAwaitingNextBatch(modelKey);
continue;
}
return {
taskId: row.id,
modelKey,
userId,
};
}
return null;
}
async function runSingleTask(entry: PendingTaskEntry) {
try {
const [task] = await db
.update(canvasImageTask)
.set({
status: "running",
startedAt: new Date(),
updatedAt: new Date(),
completedAt: null,
error: null,
attempts: sql`${canvasImageTask.attempts} + 1`,
})
.where(and(eq(canvasImageTask.id, entry.taskId), eq(canvasImageTask.status, "pending")))
.returning({
id: canvasImageTask.id,
request: canvasImageTask.request,
userId: canvasImageTask.userId,
});
if (!task) {
return;
}
const result = await generateCanvasImage({
...(task.request as CanvasGenerateImageRequest),
ownerKey: task.userId,
});
await db
.update(canvasImageTask)
.set({
status: "succeeded",
result: result as CanvasGenerateImageResult,
error: null,
completedAt: new Date(),
updatedAt: new Date(),
})
.where(eq(canvasImageTask.id, entry.taskId));
} catch (error) {
await db
.update(canvasImageTask)
.set({
status: "failed",
error: error instanceof Error ? error.message : String(error),
completedAt: new Date(),
updatedAt: new Date(),
})
.where(eq(canvasImageTask.id, entry.taskId));
} finally {
const modelKey = releaseRunningTask(entry.taskId);
if (modelKey) {
const batchDispatchIntervalMs = await getCanvasImageBatchDispatchIntervalMs();
if (getQueueState().awaitingNextBatch.has(modelKey)) {
scheduleModelNextBatch(modelKey, batchDispatchIntervalMs);
}
}
void drainCanvasImageTaskQueue();
}
}
export async function drainCanvasImageTaskQueue() {
const state = getQueueState();
if (state.draining) return;
state.draining = true;
try {
const maxConcurrentPerModel = await getCanvasImageSingleModelConcurrency();
while (true) {
const nextTask = await claimNextPendingTask(maxConcurrentPerModel);
if (!nextTask) break;
if (state.running.has(nextTask.taskId)) continue;
markRunningTask(nextTask.taskId, nextTask.modelKey, nextTask.userId);
void runSingleTask(nextTask);
}
} finally {
state.draining = false;
}
}
export async function enqueueCanvasImageTask(taskId: string) {
await enqueueLocalTask(taskId);
await drainCanvasImageTaskQueue();
}
export async function createCanvasImageTask(params: {
userId: string;
request: CanvasGenerateImageRequest;
}) {
const [task] = await db
.insert(canvasImageTask)
.values({
userId: params.userId,
status: "pending",
request: params.request as unknown as Record<string, unknown>,
attempts: 0,
createdAt: new Date(),
updatedAt: new Date(),
})
.returning({
id: canvasImageTask.id,
status: canvasImageTask.status,
createdAt: canvasImageTask.createdAt,
});
return task;
}
export async function getCanvasImageTaskForUser(params: {
taskId: string;
userId: string;
}) {
const rows = await db
.select({
id: canvasImageTask.id,
status: canvasImageTask.status,
request: canvasImageTask.request,
result: canvasImageTask.result,
error: canvasImageTask.error,
attempts: canvasImageTask.attempts,
startedAt: canvasImageTask.startedAt,
completedAt: canvasImageTask.completedAt,
createdAt: canvasImageTask.createdAt,
updatedAt: canvasImageTask.updatedAt,
})
.from(canvasImageTask)
.where(and(eq(canvasImageTask.id, params.taskId), eq(canvasImageTask.userId, params.userId)))
.limit(1);
const task = rows[0];
if (!task) return null;
if (task.status === "running" && task.startedAt) {
const staleBefore = new Date(Date.now() - STALE_RUNNING_MS);
if (task.startedAt < staleBefore) {
await db
.update(canvasImageTask)
.set({
status: "pending",
startedAt: null,
completedAt: null,
updatedAt: new Date(),
})
.where(
and(
eq(canvasImageTask.id, task.id),
eq(canvasImageTask.status, "running"),
lt(canvasImageTask.startedAt, staleBefore)
)
);
await enqueueLocalTask(task.id, {
modelKey: normalizeTaskModelKey(task.request),
userId: params.userId,
});
await drainCanvasImageTaskQueue();
task.status = "pending" as CanvasImageTaskStatus;
task.startedAt = null;
task.completedAt = null;
}
}
if (task.status === "pending") {
await enqueueLocalTask(task.id, {
modelKey: normalizeTaskModelKey(task.request),
userId: params.userId,
});
await drainCanvasImageTaskQueue();
}
return task;
}