Chapter 11: Queue System

1. Do Not Make the User Wait

Your app sends welcome emails on signup. Generates PDF invoices. Resizes uploaded images. Each task takes 2 to 30 seconds. Run them inside the HTTP request and the user stares at a spinner.

Queues move slow work to a background process. The user gets a response in milliseconds. The work still happens -- just not during the request.

Tina4 has a built-in queue system. Works out of the box with a file-based backend. No Redis. No RabbitMQ. No external services.

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2. Why Queues Matter

Without queues: 6530ms response time. With queues: 33ms. Same work done. Different timing.

Queues also deliver retry logic, rate limiting, fault isolation, and horizontal scaling.

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3. File Queue (Default)

The file-based backend is the default. No configuration needed.

Creating a Queue and Pushing a Job

import { Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

// Push a job
queue.push({
    to: "alice@example.com",
    subject: "Order Confirmation",
    body: "Your order #1234 has been confirmed."
});

Convenience Method: produce

The produce method pushes to a specific topic without creating a separate Queue instance:

const queue = new Queue({ topic: "emails" });
queue.produce("invoices", { order_id: 101, format: "pdf" });

Queue Size

Check how many pending messages are in the queue:

const count = queue.size();

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4. Pushing from Route Handlers

import { Router, Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

Router.post("/api/register", async (req, res) => {
    const body = req.body;
    const userId = 42;

    queue.push({
        user_id: userId,
        to: body.email,
        name: body.name,
        subject: "Welcome!"
    });

    return res.status(201).json({
        message: "Registration successful. Welcome email will arrive shortly.",
        user_id: userId
    });
});

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5. Consuming Jobs

The consume method is a generator that yields jobs one at a time. Each job must be explicitly completed or failed:

import { Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

for (const job of queue.consume("emails")) {
    try {
        await sendEmail(job.payload.to, job.payload.subject, job.payload.body);
        job.complete();
    } catch (e) {
        job.fail(e.message);
    }
}

Manual Pop

For more control, pop a single message:

const job = queue.pop();

if (job !== null) {
    try {
        await sendEmail(job.payload.to, job.payload.subject);
        job.complete();
    } catch (e) {
        job.fail(e.message);
    }
}

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6. Job Lifecycle

push() -> PENDING -> pop()/consume() -> RESERVED -> job.complete() -> COMPLETED
                                                 -> job.fail()     -> FAILED
                                                                        |
                                                                  retry (manual)
                                                                        |
                                                                     PENDING
                                                                        |
                                                              max retries exceeded
                                                                        |
                                                                   DEAD LETTER

Job Methods

When you receive a job from consume or pop, you have three methods:

• job.complete() -- mark the job as done
• job.fail(reason) -- mark the job as failed with a reason string
• job.reject(reason) -- alias for fail

Always call one of these. If you do not, the job stays reserved.

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7. Retry and Dead Letters

Max Retries

The default max_retries is 3. When a job's attempt count reaches max_retries, retryFailed() skips it.

Retrying Failed Jobs

// Retry a specific job by ID
queue.retry(jobId);

// Retry all failed jobs (skips those that exceeded max_retries)
queue.retryFailed();

Dead Letters

Jobs that have exceeded max_retries are dead letters. There is no magic dead letter queue -- you retrieve and handle them yourself:

const deadJobs = queue.deadLetters();

for (const job of deadJobs) {
    console.log(`Dead job: ${job.id}`);
    console.log(`  Payload: ${JSON.stringify(job.payload)}`);
    console.log(`  Error: ${job.error}`);
}

Purging Jobs

Remove jobs by status:

queue.purge("completed");
queue.purge("failed");

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8. Switching Backends

Switching backends is a config change, not a code change.

Default: File

# No config needed -- file is the default

RabbitMQ

TINA4_QUEUE_BACKEND=rabbitmq
TINA4_QUEUE_URL=amqp://user:pass@localhost:5672

Kafka

TINA4_QUEUE_BACKEND=kafka
TINA4_QUEUE_URL=localhost:9092

MongoDB

TINA4_QUEUE_BACKEND=mongodb
TINA4_QUEUE_URL=mongodb://user:pass@localhost:27017/tina4

Install the MongoDB driver:

npm install mongodb

Your code stays identical. Same queue.push() and queue.consume() calls. The backend is an implementation detail.

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9. Multiple Jobs from One Action

import { Router, Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

Router.post("/api/orders", async (req, res) => {
    const orderId = 101;

    queue.push({ order_id: orderId, to: req.body.email, subject: "Order Confirmation" });
    queue.produce("invoices", { order_id: orderId, format: "pdf" });
    queue.produce("inventory", { items: req.body.items });
    queue.produce("warehouse", { order_id: orderId, shipping_address: req.body.shipping_address });

    return res.status(201).json({ message: "Order placed successfully", order_id: orderId });
});

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10. Exercise: Build an Email Queue

Build a queue-based email system with failure handling.

Requirements

1. Create these endpoints:

Method	Path	Description
POST	/api/emails/send	Queue an email for sending
GET	/api/emails/queue	Show pending email count
GET	/api/emails/dead	List dead letter jobs
POST	/api/emails/retry	Retry all failed jobs

2. The email payload should include: to (required), subject (required), body (required)

3. Create a consumer that processes the queue, simulating occasional failures

Test with:

curl -X POST http://localhost:7148/api/emails/send \
  -H "Content-Type: application/json" \
  -d '{"to": "alice@example.com", "subject": "Welcome!", "body": "Thanks for signing up."}'

curl http://localhost:7148/api/emails/queue

curl http://localhost:7148/api/emails/dead

curl -X POST http://localhost:7148/api/emails/retry

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11. Solution

Create src/routes/emailQueue.ts:

import { Router, Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

/**
 * @noauth
 */
Router.post("/api/emails/send", async (req, res) => {
    const body = req.body;

    const errors: string[] = [];
    if (!body.to) errors.push("'to' is required");
    if (!body.subject) errors.push("'subject' is required");
    if (!body.body) errors.push("'body' is required");

    if (errors.length > 0) {
        return res.status(400).json({ errors });
    }

    const messageId = queue.push({
        to: body.to,
        subject: body.subject,
        body: body.body
    });

    return res.status(201).json({
        message: "Email queued for sending",
        message_id: messageId
    });
});

Router.get("/api/emails/queue", async (req, res) => {
    const count = queue.size();
    return res.json({ pending: count });
});

Router.get("/api/emails/dead", async (req, res) => {
    const deadJobs = queue.deadLetters();
    const items = deadJobs.map((job) => ({
        id: job.id,
        payload: job.payload,
        error: job.error
    }));
    return res.json({ dead_letters: items, count: items.length });
});

Router.post("/api/emails/retry", async (req, res) => {
    queue.retryFailed();
    return res.json({ message: "Failed emails re-queued for retry" });
});

Create a separate consumer file src/workers/emailWorker.ts:

import { Queue } from "tina4-nodejs";

const queue = new Queue({ topic: "emails" });

for (const job of queue.consume("emails")) {
    const payload = job.payload;

    console.log(`Sending email to ${payload.to}...`);
    console.log(`  Subject: ${payload.subject}`);

    try {
        // Simulate sending (replace with real email logic)
        await new Promise((resolve) => setTimeout(resolve, 1000));

        // Simulate failure for a specific address
        if (payload.to === "bad@example.com") {
            throw new Error("SMTP connection refused");
        }

        console.log(`  Email sent to ${payload.to} successfully!`);
        job.complete();

    } catch (e) {
        console.log(`  Failed: ${e.message}`);
        job.fail(e.message);
    }
}

After the consumer has retried a job to bad@example.com three times, queue.deadLetters() returns that job. The /api/emails/dead endpoint shows it. You investigate, fix the address, and call /api/emails/retry to re-queue.

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12. Gotchas

1. Always call complete or fail

Fix: Always call job.complete() on success and job.fail(reason) on failure. If you forget, the job stays reserved forever.

2. Worker not picking up messages

Fix: Make sure the consumer is running. Check that the topic in queue.push() matches the topic in queue.consume().

3. Payload must be JSON-serializable

Fix: Only pass simple data types. Pass IDs, not full objects.

4. Dead letters pile up

Fix: Monitor queue.deadLetters() and set up alerts. Investigate root causes, then call queue.retryFailed() or queue.purge("failed").

5. File backend for production

Fix: For multiple workers, switch to RabbitMQ, Kafka, or MongoDB via TINA4_QUEUE_BACKEND.

6. Consumer returns nothing

Fix: The consume pattern requires explicit job.complete() / job.fail() calls. Do not rely on return values.