In this blog post, we will be covering how you can combine and leverage the open-source streaming solution, bytewax, with ydata-profiling, to improve the quality of your streaming flows. Buckle up!
Stream processing enables real-time analysis of data in-flight and before storage, and can be stateful or stateless.
Stateful stream processing is used for real-time recommendations, pattern detection, or complex event processing, where the history of what has happened is required for the processing (windows, joining by a key, etc.).