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Interview Questions

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All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
1

Explain the concept of checkpointing in Spark and why it is important.

Spark/Big Datahard
2

Explain the difference between batch and streaming data processing in Data Fusion.

Spark/Big Datahard
3

Given a streaming dataset from Kafka, how would you ingest the data in real-time using Spark?

Spark/Big Datahard
4

How do you drop columns with null values in PySpark?

Spark/Big Datamedium
5

How do you handle data skewness in Spark?

Spark/Big Datamedium
6

How do you optimize Spark jobs for performance?

Spark/Big Datahard
7

How would you implement a sliding window aggregation in Spark Structured Streaming?

Spark/Big Datahard
8

How would you read data from a web API using PySpark?

Spark/Big Datamedium

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