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Interview Questions

Real questions from top companies in Spark/Big Data · medium

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1

What work is done by the executor memory in Spark?

Spark/Big Datamedium
2

When and how do you use Broadcast Join?

Spark/Big Datamedium
3

Write a Python script to find the count of each word in a text file using Spark.

Spark/Big Datamedium
4

Write the PySpark code to find the second highest salary in each department.

Spark/Big Datamedium
5

Accumulators - use as shared variable for write-only operations

Spark/Big Datamedium
6

Broadcast Joins and Shuffle Merge Joins?

Spark/Big Datamedium
7

Broadcast join - how it optimizes joins

Spark/Big Datamedium
8

Can you explain the concept of mappers in Spark, and how are they used in data transformations?

Spark/Big Datamedium

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