https://github.com/akshar-raaj/rabbitmq

RabbitMQ tutorials using Python pika library.
https://github.com/akshar-raaj/rabbitmq

pika rabbitmq

Last synced: about 2 months ago
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RabbitMQ tutorials using Python pika library.

• Host: GitHub
• URL: https://github.com/akshar-raaj/rabbitmq
• Owner: akshar-raaj
• Created: 2024-10-15T06:08:43.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2024-10-16T05:25:22.000Z (6 months ago)
• Last Synced: 2025-01-13T06:40:48.093Z (3 months ago)
• Topics: pika, rabbitmq
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
[![Linting](https://github.com/akshar-raaj/rabbitmq/actions/workflows/lint.yml/badge.svg)](https://github.com/akshar-raaj/rabbitmq/actions/workflows/lint.yml)

[![Tests](https://github.com/akshar-raaj/rabbitmq/actions/workflows/tests.yml/badge.svg)](https://github.com/akshar-raaj/rabbitmq/actions/workflows/tests.yml)

[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)

## Overview

Explored RabbitMQ using Python pika library.

## Examples and Patterns

1. Direct exchange with few consumers.

2. Work queue

3. Publish Subscribe

4. Routing different messages to different queues.

## Exploration

Concepts

- Connection

- Exchange

- Queue

- Acknowledgement

- Durability and Persistence

Learnings

1. Publishers publish to an exchange.

2. Consumers consume from a queue.

3. Multiple queues can be bound to an exchange.

4. Messages must be acknowledged by the consumer.

Data

1. A single publisher was able to publish 5K messages/second.

2. Attempted publishing with 3 concurrent publishers. Was able to achieve throughput of ~ 15K messages/second.

   This translates to ~ **1 million message per minute**.

3. Assuming each message size is 100 bytes. Thus a throughput of 1.5 MB/second (15K/s * 100bytes).

4. A single consumer was able to consume 5K messages/second with automatic acknowledgement.

5. With manual acknowledgements, consumer througput slightly decreases, say 3.5 K/s.

6. Several concurrent consumers can allows RabbitMQ to reach a delivery rate of 10K messages/second.