Point out the correct statement.
A. Apache Avro is a framework that allows you to serialize data in a format that has a schema built in
B. The serialized data is in a compact binary format that doesn't require proxy objects or code generation
C. Including schemas with the Avro messages allows any application to deserialize the data
D. All of the mentioned
Answer: Option D
What is the purpose of the Hadoop InputFormat?
A. Defines how input data is read
B. Defines the map output format
C. Defines the reduce output format
D. Defines the partitioning logic
In Hadoop, what is the primary role of the RecordReader?
A. Manages computation resources
B. Reads and parses input data
C. Executes MapReduce jobs
D. Manages Hadoop ecosystem tools
What is the significance of the Hadoop OutputFormat?
A. Manage storage layer
B. Manage computation resources
C. Execute MapReduce jobs
D. Manage Hadoop ecosystem tools
In Hadoop MapReduce, what is the role of the CombineFileInputFormat?
A. Combine intermediate key-value pairs on the mapper side
B. Distribute data to reducers
C. Aggregate values on the reducer side
D. Sort and shuffle data

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