implementation

Implementing Pyvorin for Streaming

Kafka, Kinesis, and Pub/Sub stream processors.

Published May 30, 2026

Kafka Consumers

Compile message processing logic for higher throughput per consumer.

def process_message(msg):
    event = json.loads(msg.value)
    enriched = compiled_enrich(event)
    producer.send("output", enriched)

AWS Kinesis Lambda consumers with compiled transformation.

Google Cloud Pub/Sub subscribers with native-speed handlers.