Reference library

Streaming & messaging

Kafka-style pub/sub, event consumers, async pipelines, and message-driven workflows.

2 matches
Streaming & messaging medium

How to Implement Backpressure Pause Producer with a Bounded Queue in Python

Places a Producer thread that sends items into a bounded queue with backpressure: on Full, it pauses to let the consumer catch up.

queues backpressure threading
Python
import threading
import time
import queue
import random


class Producer:
    def __init__(self, q):
        self.q = q
        self.running = True

    def produce(self):
        while self.running:
            item = random.randint(1, 100)
            try:
                self.q.put(item, timeout=0.5)
              …
14 0 Open
Streaming & messaging medium

Simulate RabbitMQ QoS Prefetch Count in Python

Mocks RabbitMQ QoS prefetch semantics using threading and a queue to cap concurrent unacked message processing per worker.

rabbitmq threading qos
Python
import threading
import time
import queue


class RabbitMQMock:
    def __init__(self, prefetch_count=1):
        self.prefetch_count = prefetch_count
        self.channel_queue = queue.Queue()
        self.currently_processing = 0
        self.lock = threading.Lock()

    def start_consuming(self, messages, worker_co…
13 0 Open

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Streaming & messaging — Python code examples

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