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Explore articles, tutorials and deep dives on data engineering, Python, and data streaming. Learn about the future of data in real time.

Extend The Open Source Bytewax Library with Modules

Introducing Bytewax Module Hub: pre-built connectors and operators to streamline real-time dataflows.

Oli MakhasoevaDirector of Developer Relations and Operations

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Detecting cyberattacks with Wireshark & Bytewax

Detecting Cyberattacks with Pyshark and Bytewax

Every year, cyberattacks become more and more commonplace. Almost daily there are reports of ongoing cyberattacks cau...

Written by Zander Matheson

Analyzing crypto order books with Coinbase & Bytewax

Analyzing Crypto Order Books for Fun and for Profit

In this example we are going to walk through how you can maintain a limit order book in real-time with very little ex...

Written by Zander Matheson

Running your dataflow in Kubernetes

Running your Dataflow in Kubernetes

In earlier posts we have demonstrated how you can run Bytewax with multiple workers (threads) and with multiple proce...

Written by Esteban Miccio

Processing Wikimedia Server-Sent Events

Processing Wikimedia Server-Sent Events With Bytewax

Using Server-Sent Events is an awesome way to create a data stream. In this post, we are going to subscribe to an exi...

Written by Zander Matheson

Python Server-Sent Events

Data Streams with Server-Sent Events

Why are we talking about Server-Sent Events (SSE)? We will go into this in more depth in this post, but SSE can be a ...

Written by Zander Matheson

Redpanda & Bytewax

Anomaly Detection with Bytewax & Redpanda

Anomaly detection is a common tool used in real-time systems to detect when systems change. Some examples are a manuf...

Written by Zander Matheson

Hello world - a word count example

In this blog post, we will use Bytewax to do word count, stream processing's canonical hello world. We'll take the...

Written by Zander Matheson

Bytewax

Announcing Bytewax - Powerful Stream Processing for the Rest of Us

Have you found yourself wondering why isn’t there a better way to work with streaming data? Why isn't there a framewo...

Written by Zander Matheson