Most answered questions in Apache Spark

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1 answer

Does spark streaming provides checkpoint?

Hi@akhtar, Yes, Spark streaming uses checkpoint. Checkpoint is ...READ MORE

Feb 4, 2020 in Apache Spark by MD
 • 95,440 points • 1,169 views
0 votes
1 answer

Is Spark Sql provides indexing to improve processing speed?

Hi@akhtar, There is no concept of indexing in ...READ MORE

Feb 4, 2020 in Apache Spark by MD
 • 95,440 points • 567 views
0 votes
1 answer

What is the difference between spark streaming and spark structured streaming?

Hi@akhtar Generally, Spark streaming  is used for real time ...READ MORE

Feb 4, 2020 in Apache Spark by MD
 • 95,440 points • 3,444 views
0 votes
1 answer

What are Dstreams?

Hi@akhtar, Dstreams are the basic abstraction that is ...READ MORE

Feb 4, 2020 in Apache Spark by MD
 • 95,440 points • 745 views
0 votes
1 answer

Caused by: ERROR XJ040: Failed to start database 'metastore_db' with class loader org.apache.spark.sql.hive.client.IsolatedClientLoader$$anon$1@2c7bde26

Hi@akhtar, Regrading to this error, I think the ...READ MORE

Feb 4, 2020 in Apache Spark by MD
 • 95,440 points • 5,024 views
0 votes
1 answer

Cannot create directory /hive/xzxz/_temporary/0. Name node is in safe mode.

Hi@akhtar, Here you are trying to save csv ...READ MORE

Feb 3, 2020 in Apache Spark by MD
 • 95,440 points • 610 views
+1 vote
1 answer

is not a Parquet file. expected magic number at tail [80, 65, 82, 49] but found [51, 53, 10, 10]

Hi@akhtar, Here you are trying to read a ...READ MORE

Feb 3, 2020 in Apache Spark by MD
 • 95,440 points • 17,298 views
0 votes
1 answer

What is pageRank in graphX??

Hi@akhtar, The PageRank algorithm outputs a probability distribution ...READ MORE

Jul 22, 2020 in Apache Spark by MD
 • 95,440 points • 942 views
0 votes
1 answer

env : R : No such file or directory

Hi@akhtar, I also got this error. I am able to ...READ MORE

Jul 22, 2020 in Apache Spark by MD
 • 95,440 points • 1,533 views
0 votes
1 answer

Not enough space to cache rdd_80_1 in memory!

Hi@akhtar, Currently, you are running with the default ...READ MORE

Jul 22, 2020 in Apache Spark by MD
 • 95,440 points • 2,364 views
0 votes
1 answer

Caused by: java.lang.NumberFormatException: Empty String

Hi@akhtar, As we know text files are in ...READ MORE

Jan 31, 2020 in Apache Spark by MD
 • 95,440 points • 4,234 views
0 votes
1 answer

Difference between map() and mapPartitions() function in Spark.

Hi@ akhtar, Both map() and mapPartitions() are the ...READ MORE

Jan 29, 2020 in Apache Spark by MD
 • 95,440 points • 6,098 views
+1 vote
1 answer

How to assign a column in Spark Dataframe (PySpark) as a Primary Key?

spark do not have any concept of ...READ MORE

Jan 12, 2020 in Apache Spark by Sirish
 • 160 points • 12,238 views
+2 votes
1 answer

Spark code takes too much time to run on cluster

Hi @asif, Share with us please the application ...READ MORE

Jan 22, 2020 in Apache Spark by Alexandru
 • 510 points • 980 views
+1 vote
1 answer

In spark streaming with kafka, i am getting error “Exception in thread ”main“ java.lang.NoSuchMethodError: org.apache.spark.internal.Logging.$init$”

Try to put the kafka client for ...READ MORE

Dec 13, 2019 in Apache Spark by Alexandru
 • 510 points • 3,266 views
+1 vote
1 answer

Is there any efficient way of dealing null values during concat functionality of pyspark.sql version 2.3.4?

When you concatenate any string with a ...READ MORE

Nov 6, 2019 in Apache Spark by Rishi
 • 38,124 views
+1 vote
1 answer

How to convert a json file structure with values in single quotes to quoteless ?

You can do this by turning off ...READ MORE

Oct 4, 2019 in Apache Spark by Jisha
 • 3,974 views
+1 vote
1 answer

Cannot resolve Error In Spark when filter records with two where condition

Try df.where($"cola".isNotNull && $"cola" =!= "" && !$"colb".isin(2,3)) your ...READ MORE

Dec 13, 2019 in Apache Spark by Alexandru
 • 510 points
edited Dec 13, 2019 by Alexandru • 2,297 views
0 votes
1 answer

Primary keys in Apache Spark

I found the following solution to be ...READ MORE

Sep 11, 2019 in Apache Spark by ravikiran
 • 4,620 points • 1,128 views
0 votes
1 answer

How do I connect to a HIVE Meta store through a program in SparkSQL?

In spark 2.0.+ it should look something ...READ MORE

Sep 5, 2019 in Apache Spark by ravikiran
 • 4,620 points • 4,090 views
+1 vote
1 answer

How to convert JSON file to AVRO file and vise versa

Try including the package while starting the ...READ MORE

Aug 26, 2019 in Apache Spark by Karan
 • 3,181 views
+1 vote
1 answer

How to extract record from one RDD using another RDD

Hey, you can use "contains" filter to extract ...READ MORE

Aug 23, 2019 in Apache Spark by Karan
 • 2,153 views
+2 votes
1 answer

Type mismatch error in scala

Hello, Your problem is here: val df_merge_final = df_merge .withColumn("version_key", ...READ MORE

Dec 13, 2019 in Apache Spark by Alexandru
 • 510 points • 11,677 views
0 votes
1 answer

Monitoring Spark application

Spark-submit jobs are also run from client/edge ...READ MORE

Aug 9, 2019 in Apache Spark by Umesh
 • 821 views
+1 vote
1 answer

Primary keys in Apache Spark

import sqlContext.implicits._ import org.apache.spark.sql.Row import org.apache.spark.sql.types.{StructType, StructField, LongType} val df ...READ MORE

Aug 9, 2019 in Apache Spark by ravikiran
 • 4,620 points • 5,685 views
+1 vote
1 answer

How to read a data from text file in Spark?

Hey, You can try this: from pyspark import SparkContext SparkContext.stop(sc) sc ...READ MORE

Aug 6, 2019 in Apache Spark by Gitika
 • 65,910 points • 4,706 views
0 votes
1 answer

How to start spark history server?

Hi, You can use this command to start ...READ MORE

Aug 6, 2019 in Apache Spark by Gitika
 • 65,910 points • 573 views
0 votes
1 answer

What is Spark UI and how to monitor a spark job?

Hey, Jobs- to view all the spark jobs Stages- ...READ MORE

Aug 6, 2019 in Apache Spark by Gitika
 • 65,910 points • 2,897 views
0 votes
1 answer

How to handle data shuffle in Spark

Hi, You can do it using map partition ...READ MORE

Aug 6, 2019 in Apache Spark by Gitika
 • 65,910 points • 1,157 views
0 votes
1 answer

How Foreach Operation works in Apache Spark?

Hi, foreach() operation is an action. It does not ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 6,013 views
0 votes
1 answer

How SortBykey() operation works in Spark?

Hey, sortByKey() is a transformation. It returns an RDD sorted ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 5,812 views
0 votes
1 answer

In how many modes Apache spark can run?

Hey, You can launch spark application in four ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 1,330 views
0 votes
1 answer

How to launch spark application in cluster mode in Spark?

Hi, To launch spark application in cluster mode, ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 4,724 views
0 votes
1 answer

How to create paired RDD using subString method in Spark?

Hi, If you have a file with id ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 2,320 views
0 votes
1 answer

what is Paired RDD and how to create paired RDD in Spark?

Hi, Paired RDD is a distributed collection of ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 9,038 views
+1 vote
1 answer

By default how many partitions are created in RDD in Apache spark?

Well, it depends on the block of ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 2,544 views
0 votes
1 answer

Join in RDD using keys

Suppose you have two dataset results( id, ...READ MORE

Aug 2, 2019 in Apache Spark by Trisha
 • 7,947 views
0 votes
1 answer

Scala: save filtered data row by row using saveAsTextFile

Try this code, it worked for me: val ...READ MORE

Aug 2, 2019 in Apache Spark by Karan
 • 1,612 views
0 votes
1 answer

What is Hive on Spark?

Hi, Hive contains significant support for Apache Spark, ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 485 views
0 votes
1 answer

Can anyone explain the sparse vector in Spark?

Hey, A sparse vector is used for storing ...READ MORE

Aug 2, 2019 in Apache Spark by Gitika
 • 65,910 points • 5,274 views
0 votes
1 answer

Scala - Error in Inheritance: <console>:: error: not found: value

You need to declare the variable which ...READ MORE

Aug 1, 2019 in Apache Spark by Karan
 • 4,417 views
0 votes
1 answer

Pyspark dataframe with random values

Hey @Esha, you can use this code. ...READ MORE

Aug 1, 2019 in Apache Spark by Zed
 • 8,509 views
0 votes
1 answer

Spark + Hive connectivity

The problem is probably with the command. ...READ MORE

Aug 1, 2019 in Apache Spark by Rishni
 • 1,915 views
+1 vote
1 answer

Scala: Convert text file data into ORC format using data frame

Converting text file to Orc: Using Spark, the ...READ MORE

Aug 1, 2019 in Apache Spark by Esha
 • 3,337 views
0 votes
1 answer

How to reverse a Scala list?

Hi, This reverses the order of elements in ...READ MORE

Aug 1, 2019 in Apache Spark by Gitika
 • 65,910 points • 852 views
0 votes
1 answer

How to use uniform list in Scala?

Hey, The method List.fill() creates a list and ...READ MORE

Aug 1, 2019 in Apache Spark by Gitika
 • 65,910 points • 1,253 views
0 votes
1 answer

How shallow copy carry out using Scala?

Hey, Scala uses the method copy() to carry ...READ MORE

Aug 1, 2019 in Apache Spark by Gitika
 • 65,910 points • 489 views
0 votes
1 answer

How to access variables in s string interpolation in Scala?

Hey, You can use below code to access variables ...READ MORE

Jul 31, 2019 in Apache Spark by Gitika
 • 65,910 points • 880 views
–2 votes
1 answer

What is the difference in Java’s “If..Else” and Scala’s “If..Else”? [closed]

Hey, Java’s “If. Else”: In Java, “If. Else” is a statement, ...READ MORE

Jul 31, 2019 in Apache Spark by Gitika
 • 65,910 points • 1,612 views
0 votes
1 answer

How to work with Matrix Multiplication in Apache Spark?

Hey, You can follow this below solution for ...READ MORE

Jul 31, 2019 in Apache Spark by Gitika
 • 65,910 points • 7,301 views
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