Python Backoff Decorator

This package implements exponential backoff as a decorator. Backoff is triggered by an exception and is reset when the call is successful.

Usage

Apply exponential backoff to any function or method by simply adding the decorator:

import backoff
import requests

@backoff.Backoff()
def send_data(data):
    requests.post('https://example.com/data', data={'data': data})

try:
    send_data('foo')
except:
    # do something with data that wasn't posted

In the example above calls to send_data() will exponentially backoff when POST is not successful.

Calls During Backoff Period

Any calls made during the backoff period will raise an InBackoff exception.

Setting Maximum Backoff

By default the maximum backoff is 1 hour. The max_backoff argument can be passed to change the default; the following will only backoff for 5 minutes:

@backoff.Backoff(max_backoff=300)
def send_data(data):
    requests.post('https://example.com/data', data={'data': data})