Dragonfly

Redis XREADGROUP in Python (Detailed Guide w/ Code Examples)

Use Case(s)

XREADGROUP is a command used in Redis Streams. It's primarily used when you want to distribute the stream of messages among multiple consumers (or consumer groups). This allows for better scalability and reliability in processing streams.

Code Examples

Below are Python examples using redis-py, a Python client for Redis.

Example 1: Creating a group and reading from it

CODE_BLOCK_PLACEHOLDER_0
This code first creates a stream and adds a message to it. Then it creates a consumer group. The 'mygroup' consumer group is created at the start of the mystream ('0'). Finally, it reads a message from the group with the xreadgroup command.

Example 2: Acknowledging a message

CODE_BLOCK_PLACEHOLDER_1
In this example, after reading the message from the stream, the message is acknowledged using xack. This informs Redis that the message has been processed and it can be safely deleted when needed.

Best Practices

Common Mistakes

FAQs

Q: What does the '>' mean in xreadgroup command?
A: The '>' symbol tells Redis to return the new messages that are arriving in the stream after the consumer’s last ID.

Q: How does Redis handle unacknowledged messages?
A: Redis will re-deliver these messages to any available consumer requesting data from the stream. This ensures no data loss in case of consumer failures.

Was this content helpful?

Similar Code Examples

White Paper

Free System Design on AWS E-Book

Download this early release of O'Reilly's latest cloud infrastructure e-book: System Design on AWS.

Free System Design on AWS E-Book

Switch & save up to 80% 

Dragonfly is fully compatible with the Redis ecosystem and requires no code changes to implement. Instantly experience up to a 25X boost in performance and 80% reduction in cost