Polarity:Mixed/Knife-edge
Real-Time Data Streaming with Kafka
October 22, 2024Mike Torres1 min read
Visual Variations
fast sdxl
dev
stable cascade
Kafka handles massive real-time data streams. Powers IoT, ML pipelines, and event-driven architectures.
Setup
from kafka import KafkaProducer, KafkaConsumer
producer = KafkaProducer(bootstrap_servers=['localhost:9092'])
producer.send('sensor-data', b'{"temp": 23.5, "timestamp": 1234567890}')
consumer = KafkaConsumer('sensor-data', auto_offset_reset='earliest')
for message in consumer:
process_sensor_data(message.value)
Click to examine closelyThroughput: Millions of messages/second Related: Smart City OS Revolt (2050)