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RQ (_Redis Queue_) is a simple Python library for queueing jobs and
processing
them in the background with workers. It is backed by Redis or Valkey and is
designed
to have a low barrier to entry while scaling incredibly well for large
applications.
It can be integrated into your web stack easily, making it suitable for
projects
of any size—from simple applications to high-volume enterprise systems.
RQ requires Redis >= 5 or Valkey >= 7.2.
[Build status]
[PyPI]
[Coverage]
[![Code style: Ruff]](https://github.com/astral-sh/ruff)
Full documentation can be found [here][d].
## Support RQ
If you find RQ useful, please consider supporting this project via
[Tidelift].
## Getting started
First, run a Redis server, of course:
```console
$ redis-server
```
To put jobs on queues, you don't have to do anything special, just define
your typically lengthy or blocking function:
```python
import requests
def count_words_at_url(url):
"""Just an example function that's called async."""
resp = requests.get(url)
return len(resp.text.split())
```
Then, create an RQ queue:
```python
from redis import Redis
from rq import Queue
queue = Queue(connection=Redis())
```
And enqueue the function call:
```python
from my_module import count_words_at_url
job = queue.enqueue(count_words_at_url, 'http://nvie.com')
```
## Scheduling Jobs
Scheduling jobs is also easy:
```python
# Schedule job to run at 9:15, October 10th
job = queue.enqueue_at(datetime(2019, 10, 10, 9, 15), say_hello)
# Schedule job to run in 10 seconds
job = queue.enqueue_in(timedelta(seconds=10), say_hello)
```
## Repeating Jobs
To execute a `Job` multiple times, use the `Repeat` class:
```python
from rq import Queue, Repeat
# Repeat job 3 times after successful execution, with 30 second intervals
queue.enqueue(my_function, repeat=Repeat(times=3, interval=30))
# Repeat job 3 times with different intervals between runs
queue.enqueue(my_function, repeat=Repeat(times=3, interval=[5, 10, 15]))
```
## Retrying Failed Jobs
Retrying failed jobs is also supported:
```python
from rq import Retry
# Retry up to 3 times, failed job will be requeued immediately
queue.enqueue(say_hello, retry=Retry(max=3))
# Retry up to 3 times, with configurable intervals between retries
queue.enqueue(say_hello, retry=Retry(max=3, interval=[10, 30, 60]))
```
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