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What is lineage graph in Apache Spark?



What is lineage graph in Apache Spark?..

Answer / Saurabh Mishra

In Apache Spark, a lineage graph is a data structure that keeps track of the history of each dataset within a Spark application. It records every transformation operation (like map, filter, join) applied to a dataset and stores its input and output datasets. This information allows Spark to perform optimizations, like caching frequently used datasets or recomputing missing transformations when needed.

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