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Django app for manage async tasks by http requests

Project description

django-i3tasks

Django app for managing async tasks via HTTP using Google Cloud Pub/Sub.

pip install django-i3tasks

Quick start

1. Add to INSTALLED_APPS

INSTALLED_APPS = [
    ...,
    "django_i3tasks",
]

2. Include the URL configuration

# urls.py
from django.urls import path, include

urlpatterns = [
    ...,
    path("i3/", include("django_i3tasks.urls")),
]

This registers two endpoints:

  • POST /i3/tasks-push/ — receives tasks pushed by Pub/Sub
  • POST /i3/tasks-beat/ — triggered by an external scheduler (e.g. Google Cloud Scheduler) to run scheduled tasks

3. Run migrations

python manage.py migrate

This creates the tables for task executions, attempts, and results.

4. Configure settings

Local / emulator

from django_i3tasks.types import I3TasksSettings, PushQueue, Schedule

PUBSUB_CONFIG = {
    "EMULATOR": True,
    "HOST": "localhost:8085",       # or named host in Docker Compose
    "PROJECT_ID": "my-project",
    "CREDENTIALS": False,
}

I3TASKS = I3TasksSettings(
    namespace=f"tasks.{SHORT_PROJECT_NAME}",
    default_queue=PushQueue(
        queue_name="default",
        subscription_name="default",
        push_endpoint="http://localhost:8000/i3/tasks-push/",
    ),
    other_queues=(),
    schedules=(
        Schedule(
            module_name="myapp.tasks",
            func_name="my_scheduled_task",
            cron="* * * * *",
            args=[],
            kwargs={},
        ),
    ),
)

Note: Queue remains available as a backward-compatible alias for PushQueue. Existing configurations that use Queue(...) continue to work without changes.

Production (Google Cloud)

from django_i3tasks.types import I3TasksSettings, PushQueue, Schedule

PUBSUB_CONFIG = {
    "EMULATOR": False,
    "PROJECT_ID": "my-project",
    "CREDENTIALS": "/app/conf/credentials.json",  # path to service account JSON
}

I3TASKS = I3TasksSettings(
    namespace=f"tasks.{SHORT_PROJECT_NAME}",
    default_queue=PushQueue(
        queue_name="default",
        subscription_name="default",
        push_endpoint="https://your-host.example.com/i3/tasks-push/",
    ),
    other_queues=(),
    schedules=(),
)

5. Ensure Pub/Sub topics and subscriptions exist

Run this once to create the required Pub/Sub resources:

python manage.py i3tasks_ensure_pubsub

This is also called automatically on startup if run_queue_create_command_on_startup=True (the default).


Defining tasks

Decorate any function with @TaskDecorator to make it an async task:

# myapp/tasks.py
from django_i3tasks.utils import TaskDecorator

@TaskDecorator
def send_email(recipient, subject, body):
    # your logic here
    pass

Running a task asynchronously

from myapp.tasks import send_email

send_email.delay("user@example.com", "Hello", "World")
# or equivalently:
send_email.async_run("user@example.com", "Hello", "World")

Running a task synchronously

send_email.sync_run("user@example.com", "Hello", "World")
# or call it directly:
send_email("user@example.com", "Hello", "World")

Accessing task metadata inside the function (bind)

When bind=True, the task receives itself as task_metadata:

@TaskDecorator(bind=True)
def my_task(arg1, task_metadata=None):
    print(task_metadata)  # TaskObj instance

Task chaining

.delay() returns a ChainHandle. Use .then() to schedule a follow-up task that runs after the current one succeeds:

from myapp.tasks import send_email, log_sent

send_email.delay("user@example.com", "Hello", "World").then(log_sent)

You can chain multiple steps:

send_email.delay(...).then(step_two).then(step_three)

Each step is persisted to the database. If the original task is executed by Pub/Sub, the next step in the chain is enqueued automatically on success.

on_success shorthand

For a single fixed follow-up, declare it on the decorator:

@TaskDecorator(on_success=log_sent)
def send_email(recipient, subject, body):
    ...

Every .delay() call will automatically chain log_sent after a successful execution.


Task groups (fan-out / join)

Use TaskGroup to fan out N parallel tasks and run a callback when all of them succeed.

Basic usage

from django_i3tasks.models import TaskGroup
from myapp.tasks import process_item, all_done

# 1. Create the group — declare the callback and the expected member count.
group = TaskGroup.create(callback=all_done, total_count=3)

# 2. Dispatch member tasks, passing the group via __i3group__.
for item in items:
    process_item.delay(item, __i3group__=group)

all_done is called automatically once all 3 members complete successfully. If any member exceeds its retry limit, the group is marked failed and the callback is never called.

Callback with a chain

Use build_chain() to attach a chain to the callback without dispatching it immediately:

from myapp.tasks import all_done, notify_admin

chain = all_done.build_chain().then(notify_admin)
group = TaskGroup.create(callback=chain, total_count=3)

When the join fires, all_done is called and notify_admin is chained after it.

TaskGroup states

Status Meaning
pending Waiting for members to complete
success All members succeeded; callback dispatched
failed At least one member exceeded retries

Pull queues

By default, tasks are delivered via Pub/Sub push — Pub/Sub calls your /i3/tasks-push/ HTTP endpoint. For workers that cannot expose a public endpoint (local dev, private networks) or that need to control their own concurrency, you can use a pull queue instead.

Push and pull are mutually exclusive per queue. A queue is either one or the other.

Configuring a pull queue

Add a PullQueue to other_queues. Pull queues do not require a push endpoint.

from django_i3tasks.types import I3TasksSettings, PushQueue, PullQueue, Schedule

I3TASKS = I3TasksSettings(
    namespace="tasks.myproject",
    default_queue=PushQueue(
        queue_name="default",
        subscription_name="default",
        push_endpoint="https://your-host.example.com/i3/tasks-push/",
    ),
    other_queues=(
        PullQueue(
            queue_name="heavy",
            subscription_name="heavy-pull",
        ),
    ),
)

Note: default_queue must always be a PushQueue — the /i3/tasks-push/ view requires it. Only other_queues entries can be PullQueue.

Dispatching a task to a pull queue

Pass the queue name when calling .delay():

@TaskDecorator(queue_name="heavy")
def heavy_task(data):
    ...

heavy_task.delay(data)

Running the pull worker

Start a worker process for each pull queue you want to consume:

python manage.py i3tasks_worker --queue=heavy

The worker polls the subscription in a loop, processing one message at a time. Press Ctrl+C to stop.

Ack / nack behavior:

  • Task succeeds → message is acknowledged
  • Task exceeds max retries → message is acknowledged (no further delivery)
  • Malformed message (bad JSON, missing fields) → message is not acknowledged; Pub/Sub redelivers after the ack deadline
  • Unexpected infrastructure error → message is not acknowledged; Pub/Sub redelivers

Retries are managed by the task itself via Pub/Sub: on failure with retries remaining, a new attempt is published back to the topic. The worker always acknowledges after run_from_async returns (success or exhausted retries).

Provisioning Pub/Sub resources

i3tasks_ensure_pubsub handles both push and pull queues. Pull subscriptions are created without a push endpoint:

python manage.py i3tasks_ensure_pubsub

I3TasksSettings reference

Parameter Type Default Description
namespace str required Prefix for Pub/Sub topic/subscription names
default_queue PushQueue required Default push queue (must be PushQueue; required by the HTTP view)
other_queues tuple[PushQueue | PullQueue] () Additional queues — each can be a PushQueue or a PullQueue
schedules tuple[Schedule] () Scheduled tasks (cron-based)
force_sync bool False If True, .delay() runs synchronously (useful for testing)
default_max_retries int 3 Maximum retry attempts on failure
run_queue_create_command_on_startup bool True Auto-run i3tasks_ensure_pubsub on app startup

Queue types

Type Fields Delivery
PushQueue(queue_name, subscription_name, push_endpoint) 3 fields Pub/Sub pushes to your HTTP endpoint
PullQueue(queue_name, subscription_name) 2 fields Worker polls with i3tasks_worker --queue=<name>
Queue alias for PushQueue Backward-compatible; existing configs need no changes

How it works

Push delivery (default):

  1. .delay() serializes the task and publishes it to Google Cloud Pub/Sub.
  2. A TaskExecution and a TaskExecutionTry record are saved to the database.
  3. The Pub/Sub push subscription delivers the message to /i3/tasks-push/.
  4. The endpoint deserializes and executes the task, saving the result.
  5. On failure, the task is re-enqueued up to default_max_retries times.

Pull delivery (PullQueue): Steps 1–2 are identical. Instead of Pub/Sub pushing to an HTTP endpoint, the i3tasks_worker process polls the pull subscription and executes tasks in the same way.

Scheduled tasks are triggered by hitting /i3/tasks-beat/. The app evaluates each configured Schedule's cron expression and runs matching tasks.

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