APACHE SPARK QUIZ DESCRIPTION Total Questions −30 00 Max Time − 15:00 Can we edit the data of RDD, for example, the case conversion? Yes No Is Spark included in every major distribution of Hadoop? Yes No Which of the following is true for Spark Shell? It helps Spark applications to easily run on the command line of the system It runs/tests application code interactively It allows reading from many types of data sources All of the above Can you combine the libraries of Apache Spark into the same Application, for example, MLlib, GraphX, SQL and DataFrames etc. Yes No Can we add or setup new string computation after SparkContext starts Yes No Which of the following is true for Spark SQL? It is the kernel of Spark Provides an execution platform for all the Spark applications It enables users to run SQL / HQL queries on the top of Spark. Enables powerful interactive and data analytics application across live streaming data How many Spark Context can be active per JVM? More than one Only one Not specific None of the above Which is not a component on the top of Spark Core? Spark RDD Spark Streaming MLlib None of the above In how many ways RDD can be created? 4 3 2 1 Which of the following is a tool of Machine Learning Library? Persistence Utilities like linear algebra, statistics Pipelines All of the above Dstream internally is Continuous Stream of RDD Continuous Stream of DataFrame Continuous Stream of DataSet None of the above Which of the following is not an action? collect() take(n) top() map Which of the following is true for Spark MLlib? Provides an execution platform for all the Spark applications It is the scalable machine learning library which delivers efficiencies enables powerful interactive and data analytics application across live streaming data All of the above RDD are fault-tolerant and immutable True False Apache Spark has API’s in Java Scala Python All of the above Which of the following is not output operation on DStream SaveAsTextFiles ForeachRDD SaveAsHadoopFiles ReduceByKeyAndWindow Is MLlib deprecated? Yes No What are the features of Spark RDD? In-memory computation Lazy evaluations Fault Tolerance All of the above For Regression problem which algorithm is not the solution? Logistic Regression Ridge Regression Decision Trees Gradient-Boosted Trees The basic abstraction of Spark Streaming is Dstream RDD Shared Variable None of the above Which is the abstraction of Apache Spark? Shared Variable RDD Both the above None of the above How many tasks does Spark run on each partition? Any number of task One More than one less than five None of the above Which of the following is true about DataFrame? DataFrames provide a more user-friendly API than RDDs. DataFrame API have provision for compile-time type safety Both the above Which Cluster Manager do Spark Support? Standalone Cluster Manager MESOS YARN All of the above For Multiclass classification problem which algorithm is not the solution? Naive Bayes Random Forests Logistic Regression Decision Trees Which of the following is true for Spark R? It allows data scientists to analyze large datasets and interactively run jobs It is the kernel of Spark It is the scalable machine learning library which delivers efficiencies It enables users to run SQL / HQL queries on the top of Spark. Apache Spark was made open-source in which year? 2010 2011 2008 2009 Which of the following provide the Spark Core’s fast scheduling capability to perform streaming analytics. RDD GraphX Spark Streaming Spark R Dataset was introduced in which Spark release? Spark 1.6 Spark 1.4.0 Spark 2.1.0 Spark 1.1 Which of the following is not a transformation? Flatmap Map Reduce Filter Previous Next Total Question16 Wrong Answer13 Right Answer13
