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Introduction Imagine you have 10 terabytes of customer transaction data and you need to process it in under an hour. A single machine would take days. A traditional database would grind to a halt. This is exactly the problem Apache Spark was built to solve. Apache Spark is an open-source, distributed computing framework designed for…