jasyncq

Asynchronous task queue using mysql

You should know

• Dispatcher's fetch_scheduled_tasks and fetch_pending_tasks method takes scheduled job and concurrently update their status as WORK IN PROGRESS in same transaction
• Most of tasks that queued in jasyncq would run in exactly once by fetch_scheduled_tasks BUT, some cases job disappeared because of worker shutdown while working. It could be restored by fetch_pending_tasks (that can check how long worker tolerate WIP-ed but not Completed(deleted row))

How to use

1. Create aiomysql connection pool

import asyncio
import logging

import aiomysql

loop = asyncio.get_event_loop()

pool = await aiomysql.create_pool(
    host='127.0.0.1',
    port=3306,
    user='root',
    db='test',
    loop=loop,
    autocommit=False,
)

2. Generate topic (table) with initialize and inject repository to dispatcher

from jasyncq.dispatcher.tasks import TasksDispatcher
from jasyncq.repository.tasks import TaskRepository

repository = TaskRepository(pool=pool, topic_name='test_topic')
await repository.initialize()
dispatcher = TasksDispatcher(repository=repository)

3. Enjoy queue

• Publish tasks

await dispatcher.apply_tasks(
    tasks=[...list of jasyncq.dispatcher.model.task.TaskIn...],
)

• Consume tasks

scheduled_tasks = await dispatcher.fetch_scheduled_tasks(queue_name='QUEUE_TEST', limit=10)
pending_tasks = await dispatcher.fetch_pending_tasks(
    queue_name='QUEUE_TEST',
    limit=10,
    check_term_seconds=60,
)
tasks = [*pending_tasks, *scheduled_tasks]
# ...RUN JOBS WITH tasks

4. Complete tasks

task_ids = [str(task.uuid) for task in tasks]
await dispatcher.complete_tasks(task_ids=task_ids)

Other features

Apply tasks with dependency

genesis = TaskIn(task={}, queue_name=queue_name)
dependent = TaskIn(task={}, queue_name=queue_name, depend_on=task.uuid)
# 'dependent' task might fetched after 'genesis' task is completed
await dispatcher.apply_tasks(tasks=[genesis, dependent])

Apply delayed task(scheduled task)

scheduled_at = time.time() + 60
task = TaskIn(task={}, queue_name=queue_name, scheduled_at=scheduled_at)
# 'task' task might fetched after 60 seconds from now
await dispatcher.apply_tasks(tasks=[task])

Apply urgent task (priority)

normal = TaskIn(task={}, queue_name=queue_name)
urgent = TaskIn(task={}, queue_name=queue_name, is_urgent=True)
# 'urgent' task might fetched earlier than 'normal' task if queue was already fulled
await dispatcher.apply_tasks(tasks=[normal, urgent])

Fetching with ignoring dependency

scheduled_tasks = await dispatcher.fetch_scheduled_tasks(
    queue_name='QUEUE_TEST',
    limit=10,
    ignore_dependency=True,
)
pending_tasks = await dispatcher.fetch_pending_tasks(
    queue_name='QUEUE_TEST',
    limit=10,
    check_term_seconds=60,
    ignore_dependency=True,
)
tasks = [*pending_tasks, *scheduled_tasks]
# ...RUN JOBS WITH tasks

Example

• Consumer: /example/consumer.py
• Producer: /example/producer.py

Run example scripts

$ docker run --name test_db -p 3306:3306 -e MYSQL_ALLOW_EMPTY_PASSWORD=true -d mysql:8.0.17
$ docker exec -it test_db bash -c 'mysql -u root -e "create database test;"'
$ python3 -m example.producer
$ python3 -m example.consumer

Build

$ python3 setup.py sdist
$ python3 -m pip install ./dist/jasyncq-*

Deploy

$ twine upload ./dist/jasyncq-{version}.tar.gz

Test

$ docker run --name test_db -p 3306:3306 -e MYSQL_ALLOW_EMPTY_PASSWORD=true -d mysql:8.0.17
$ docker exec -it test_db bash -c 'mysql -u root -e "create database test;"'
$ python3 -m pip install pytest==6.2.3
$ pytest