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example.ts
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import {
mutation,
action,
query,
internalAction,
internalMutation,
} from "./_generated/server";
import { api, components, internal } from "./_generated/api";
import {
WorkId,
workIdValidator,
Workpool,
resultValidator,
} from "@convex-dev/workpool";
import { v } from "convex/values";
import { createLogger } from "../../src/component/logging";
import { FunctionArgs } from "convex/server";
const bigPool = new Workpool(components.bigPool, {
maxParallelism: 20,
defaultRetryBehavior: {
maxAttempts: 3,
initialBackoffMs: 100,
base: 2,
},
retryActionsByDefault: true,
logLevel: "INFO",
});
const smallPool = new Workpool(components.smallPool, {
maxParallelism: 3,
retryActionsByDefault: true,
logLevel: "INFO",
});
const serializedPool = new Workpool(components.serializedPool, {
maxParallelism: 1,
retryActionsByDefault: true,
logLevel: "INFO",
});
const console = createLogger("DEBUG");
export const addMutation = mutation({
args: { data: v.optional(v.number()) },
handler: async (ctx, { data }) => {
const d = data ?? Math.random();
await ctx.db.insert("data", { data: d });
return d;
},
});
export const addAction = action({
args: { data: v.optional(v.number()) },
handler: async (ctx, { data }): Promise<number> => {
return await ctx.runMutation(api.example.addMutation, { data });
},
});
export const queryData = query({
args: { add: v.optional(v.number()) },
handler: async (ctx, { add }) => {
const dataDocs = await ctx.db.query("data").collect();
return dataDocs.map((doc) => doc.data + (add ?? 0));
},
});
export const enqueueOneMutation = mutation({
args: { data: v.number() },
handler: async (ctx, { data }): Promise<WorkId> => {
return await smallPool.enqueueMutation(ctx, api.example.addMutation, {
data,
});
},
});
export const enqueueOneQuery = mutation({
args: { add: v.optional(v.number()) },
handler: async (ctx, { add }): Promise<WorkId> => {
return await smallPool.enqueueQuery(
ctx,
api.example.queryData,
{ add },
{
onComplete: internal.example.complete,
context: Date.now(),
}
);
},
});
export const cancelMutation = mutation({
args: { id: workIdValidator },
handler: async (ctx, { id }) => {
await smallPool.cancel(ctx, id);
},
});
export const status = query({
args: { id: workIdValidator },
handler: async (ctx, { id }) => {
return await smallPool.status(ctx, id);
},
});
export const enqueueABunchOfMutations = action({
args: {},
handler: async (ctx, _args) => {
await Promise.all(
Array.from({ length: 30 }, () =>
smallPool.enqueueMutation(ctx, api.example.addMutation, {})
)
);
},
});
export const addLowPri = mutation({
args: { data: v.optional(v.number()) },
handler: async (ctx, { data }) => {
const d = -(data ?? Math.random());
await ctx.db.insert("data", { data: d });
return d;
},
});
export const enqueueLowPriMutations = action({
args: {},
handler: async (ctx, _args) => {
await Promise.all(
Array.from({ length: 30 }, () =>
serializedPool.enqueueMutation(ctx, api.example.addLowPri, {})
)
);
},
});
export const highPriMutation = mutation({
args: { data: v.number() },
handler: async (ctx, { data }) => {
await bigPool.enqueueMutation(ctx, api.example.addMutation, { data });
},
});
export const enqueueABunchOfActions = action({
args: {},
handler: async (ctx, _args) => {
await Promise.all(
Array.from({ length: 30 }, () =>
bigPool.enqueueAction(ctx, api.example.addAction, {})
)
);
},
});
export const enqueueAnAction = mutation({
args: {},
handler: async (ctx, _args): Promise<void> => {
await bigPool.enqueueAction(ctx, api.example.addAction, {});
},
});
export const echo = query({
args: { num: v.number() },
handler: async (ctx, { num }) => {
return num;
},
});
async function sampleWork() {
const index = Math.floor(Math.random() * 1000) + 1;
await new Promise((resolve) => setTimeout(resolve, Math.random() * index));
}
// Example background work: scraping from a website.
export const backgroundWork = internalAction({
args: {},
handler: async () => {
await sampleWork();
},
});
export const startBackgroundWork = internalAction({
args: {},
handler: async (ctx, _args) => {
await Promise.all(
Array.from({ length: 20 }, () =>
serializedPool.enqueueAction(ctx, internal.example.backgroundWork, {})
)
);
},
});
// Example foreground work: calling an API on behalf of a user.
export const foregroundWork = internalAction({
args: { ms: v.optional(v.number()) },
handler: async (ctx, args) => {
if (args.ms) {
await new Promise((resolve) => setTimeout(resolve, args.ms));
}
await sampleWork();
},
});
export const startForegroundWork = internalAction({
args: {},
handler: async (ctx, _args) => {
await Promise.all(
Array.from(
{ length: 100 },
async () =>
await bigPool.enqueueAction(ctx, internal.example.foregroundWork, {})
)
);
},
});
const fate = v.union(
v.literal("succeed"),
v.literal("fail randomly"),
v.literal("fail always")
);
export const myAction = internalAction({
args: { fate, ms: v.optional(v.number()) },
handler: async (_ctx, { fate, ms }) => {
if (ms) {
await new Promise((resolve) => setTimeout(resolve, ms));
}
switch (fate) {
case "succeed":
console.debug("success");
break;
case "fail randomly":
if (Math.random() < 0.8) {
throw new Error("action failed.");
}
if (Math.random() < 0.01) {
// Incur a timeout.
console.debug("I'm a baaaad timeout job.");
await new Promise((resolve) => setTimeout(resolve, 15 * 60 * 1000));
}
console.debug("action succeded.");
break;
case "fail always":
throw new Error("action failed.");
default:
throw new Error("invalid action");
}
},
});
export const onComplete = internalMutation({
args: {
workId: workIdValidator,
context: v.number(),
result: resultValidator,
},
handler: async (ctx, args) => {
console.info("total", (Date.now() - args.context) / 1000);
},
});
export const noop = internalMutation({
args: { started: v.number() },
handler: async (ctx, args) => {
console.warn(`lag: ${Date.now() - args.started}`);
return Date.now();
},
});
export const complete = internalMutation({
args: {
workId: workIdValidator,
context: v.number(),
result: resultValidator,
},
handler: async (ctx, args) => {
if (args.result.kind === "success") {
console.warn("onComplete delay", Date.now() - args.result.returnValue);
}
console.warn("total", (Date.now() - args.context) / 1000);
},
});
export const singleLatency = internalMutation({
args: {},
handler: async (ctx, _args) => {
const started = Date.now();
await bigPool.enqueueMutation(
ctx,
internal.example.noop,
{ started },
{
context: started,
onComplete: internal.example.complete,
}
);
},
});
const N = 100;
const BASE_MS = 100;
const MAX_MS = 1000;
const CONCURRENCY = 15;
export const runPaced = internalAction({
args: { n: v.optional(v.number()) },
handler: async (ctx, args) => {
const ids: WorkId[] = [];
const start = Date.now();
for (let i = 0; i < (args.n ?? N); i++) {
const args = {
fate: "fail randomly",
ms: BASE_MS + (MAX_MS - BASE_MS) * Math.random(),
} as FunctionArgs<typeof internal.example.myAction>;
const id: WorkId = await bigPool.enqueueAction(
ctx,
internal.example.myAction,
args,
{ onComplete: internal.example.onComplete, context: start }
);
console.debug("enqueued", Date.now());
ids.push(id);
// exponential distribution of time to wait.
const avgRate = CONCURRENCY / ((BASE_MS + MAX_MS) / 2);
const t = -Math.log(Math.random()) / avgRate;
await new Promise((resolve) => setTimeout(resolve, t));
}
},
});
export const cancel = internalAction({
args: {
id: v.optional(workIdValidator),
},
handler: async (ctx, args) => {
console.debug("Canceling", args.id);
if (args.id) {
console.debug("Canceling", args.id);
await bigPool.cancel(ctx, args.id as WorkId);
} else {
await bigPool.cancelAll(ctx);
}
},
});