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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:
| Section | Weight | Objectives |
| Apache Pig Development | 30% | - Data transformation, filtering, joining, and aggregation
- Write and optimize Pig Latin scripts
- Debug and tune Pig jobs
|
| Hadoop Fundamentals & Architecture | 20% | - YARN architecture and job execution
- MapReduce concepts and job lifecycle
- HDFS operations and file management
|
| Apache Hive Development | 25% | - Write and optimize HiveQL queries
- Create and manage Hive tables, partitions, and buckets
- Use Hive functions, views, and metastore
|
| Data Ingestion | 25% | - Ingest streaming data with Flume
- Import/export data using Sqoop
- Load data into HDFS from external sources
|
Hortonworks Hadoop 2.0 Certification exam for Pig and Hive Developer Sample Questions:
1. Which describes how a client reads a file from HDFS?
A) The client queries the NameNode for the block location(s). The NameNode returns the block location(s) to the client. The client reads the data directory off the DataNode(s).
B) The client contacts the NameNode for the block location(s). The NameNode contacts the DataNode that holds the requested data block. Data is transferred from the DataNode to the NameNode, and then from the NameNode to the client.
C) The client queries all DataNodes in parallel. The DataNode that contains the requested data responds directly to the client. The client reads the data directly off the DataNode.
D) The client contacts the NameNode for the block location(s). The NameNode then queries the DataNodes for block locations. The DataNodes respond to the NameNode, and the NameNode redirects the client to the DataNode that holds the requested data block(s). The client then reads the data directly off the DataNode.
2. Given the following Hive command:
INSERT OVERWRITE TABLE mytable SELECT * FROM myothertable;
Which one of the following statements is true?
A) Any existing data in mytable will be overwritten
B) A new table named mytable is created, and the contents of myothertable are copied into mytable
C) The statement is not a valid Hive command
D) The contents of myothertable are appended to mytable
3. In a MapReduce job with 500 map tasks, how many map task attempts will there be?
A) Exactly 500.
B) At most 500.
C) It depends on the number of reduces in the job.
D) Between 500 and 1000.
E) At least 500.
4. A client application creates an HDFS file named foo.txt with a replication factor of 3. Identify which best describes the file access rules in HDFS if the file has a single block that is stored on data nodes A, B and C?
A) Each data node locks the local file to prohibit concurrent readers and writers of the file.
B) Each data node stores a copy of the file in the local file system with the same name as the HDFS file.
C) The file will be marked as corrupted if data node B fails during the creation of the file.
D) The file can be accessed if at least one of the data nodes storing the file is available.
5. In Hadoop 2.0, which one of the following statements is true about a standby NameNode?
The Standby NameNode:
A) Receives the same block reports as the active NameNode.
B) Communicates directly with the active NameNode to maintain the state of the active NameNode.
C) Processes all client requests and block reports from the appropriate DataNodes.
D) Runs on the same machine and shares the memory of the active NameNode.
Solutions:
Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: E | Question # 4 Answer: D | Question # 5 Answer: A |