> Often times, "Stream vs. Batch" is discussed as if it’s one or the other, but to me this does not make that much sense really.
Just seems like a flawed premise to me since lambda architecture is the context in which streaming for data processing is frequently introduced. The batch vs stream discussion is more about the implementation side - tools or techniques best used for one aren’t best suited for the other since batch processing is usually optimized for throughput and streaming is usually optimized for latency. For example vectorization is useful for the former and code generation is useful for the latter.
Just seems like a flawed premise to me since lambda architecture is the context in which streaming for data processing is frequently introduced. The batch vs stream discussion is more about the implementation side - tools or techniques best used for one aren’t best suited for the other since batch processing is usually optimized for throughput and streaming is usually optimized for latency. For example vectorization is useful for the former and code generation is useful for the latter.