High-performance Kafka consumer
Project description
KafPy
A Python Kafka library built with Rust and PyO3 for high-performance message consumption.
Overview
KafPy provides a handler-based API for building Kafka consumers in Python. It combines Rust's performance for the Kafka core with a clean Python interface for writing business logic.
Key capabilities:
- Signal-driven offset commits with interval/batch throttle
- Sync handlers (async not supported — raises TypeError)
- Batch message processing via
@app.batch_handler()decorator - Built-in retry and dead-letter queue (DLQ) support
- Prometheus metrics and OTLP tracing
- Middleware for logging, metrics, and custom extensions
Architecture
KafPy uses a Rust core for high-performance message ingestion with a Python API for handler logic.
flowchart LR
K[Kafka] --> rdkafka[librdkafka]
rdkafka --> RustConsumer[Rust Consumer]
RustConsumer --> Dispatcher[Dispatcher]
Dispatcher --> WorkerPool[Worker Pool]
WorkerPool --> Handler[Python Handler]
Handler --> Action[ack / nack / dlq / retry]
Key characteristics:
- Rust core: Handles Kafka protocol, message batching, offset tracking, and worker threads
- Python handlers: Execute in worker threads (GIL applies)
- No async support: Async def handlers raise TypeError — use sync handlers
Quick Start
import kafpy
config = kafpy.ConsumerConfig(
bootstrap_servers="localhost:9092",
group_id="my-group",
topics=["my-topic"],
)
consumer = kafpy.Consumer(config)
app = kafpy.KafPy(consumer)
@app.handler(topic="my-topic")
def handle(msg: kafpy.KafkaMessage, ctx: kafpy.HandlerContext) -> kafpy.HandlerResult:
print(f"Received: {msg.key} @ {ctx.topic}:{ctx.partition}:{ctx.offset}")
return kafpy.HandlerResult(action="ack")
app.start()
Installation
Prerequisites
- Python 3.11+
- Rust toolchain
librdkafka
Install librdkafka before building:
# macOS
brew install librdkafka
# Ubuntu / Debian
apt install librdkafka-dev
# Fedora
dnf install librdkafka-devel
From PyPI
pip install kafpy
From source
git clone https://github.com/DVNghiem/KafPy.git
cd KafPy
pip install maturin
maturin develop --release
Full Documentation
Detailed guides and API reference are available at the KafPy documentation site.
| Guide | Description |
|---|---|
| Getting Started | Build your first Kafka consumer |
| Configuration | Consumer and retry configuration |
| Handlers | Writing sync and batch handlers |
| Error Handling | Retry, DLQ, and timeout strategies |
| API Reference | Full API documentation |
License
BSD-3-Clause. See LICENSE.
Project details
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