The deepest split in data processing is not between tools but between two views of data. Batch processing treats data as bounded: yesterday's orders are a finite set you can read from start to finish, then produce a result. Streaming treats data as unbounded: orders keep arriving and never "finish", so results are updated continuously. The same question, revenue per genre, can be answered either way, at very different cost and latency.
