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Cloudera CCD-333 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Hadoop Fundamentals | - MapReduce programming model - HDFS architecture and data storage concepts |
| Data Ingestion and Workflow | - Sqoop data import/export - Flume data ingestion concepts |
| Data Processing with Hadoop Ecosystem | - Pig Latin scripting basics - Hive query language and data warehousing |
| Hadoop Cluster Operations | - Resource management with YARN - Cluster configuration and management basics |
| Data Analysis and Optimization | - Performance tuning in MapReduce jobs - Query optimization in Hive |
Cloudera Certified Developer for Apache Hadoop Sample Questions:
What is the preferred way to pass a small number of configuration parameters to a mapper or reducer?
- A. Using a plain text file via the Distributedcache, which each mapper or reducer reads.
- B. As a custom input key-value pair passed to each mapper or reducer.
- C. Through a static variable in the MapReduce driver class (i.e., the class that submits the MapReduce job).
- D. As key-value pairs in the jobconf object.
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You use the hadoop fs -put command to write a 300 MB file using an HDFS block size of 64 MB. Just after this command has finished writing 200 MB of this file, what would another user see when trying to access this file?
- A. They would see the current state of the file, up to the last bit written by the command.
- B. They would see no content until the whole file is written and closed.
- C. They would see the content of the file through the last completed block.
- D. They would see Hadoop throw an concurrentFileAccessException when they try to access this file.
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Given a directory of files with the following structure: line number, tab character, string:
Example:
1.abialkjfjkaoasdfjksdlkjhqweroij
2.kadf jhuwqounahagtnbvaswslmnbfgy
3.kjfteiomndscxeqalkzhtopedkfslkj
You want to send each line as one record to your Mapper. Which InputFormat would you use to complete the line: setInputFormat (________.class);
- A. KeyValueTextInputFormat
- B. SequenceFileInputFormat
- C. SequenceFileAsTextInputFormat
- D. BDBInputFormat
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Given a Mapper, Reducer, and Driver class packaged into a jar, which is the correct way of submitting the job to the cluster?
- A. hadoop jar class MyJar.jar MyDriverClass inputdir outputdir
- B. hadoop jar MyJar.jar MyDriverClass inputdir outputdir
- C. jar MyJar.jar
- D. jar MyJar.jar MyDriverClass inputdir outputdir
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Can you use MapReduce to perform a relational join on two large tables sharing a key? Assume that the two tables are formatted as comma-separated file in HDFS.
- A. No, but it can be done with either Pig or Hive.
- B. Yes, but only if one of the tables fits into memory.
- C. Yes.
- D. Yes, so long as both tables fit into memory.
- E. No, MapReduce cannot perform relational operations.
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