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NEW QUESTION: 1
Answer:
Explanation:
NEW QUESTION: 2
CORRECT TEXT
Problem Scenario 69 : Write down a Spark Application using Python,
In which it read a file "Content.txt" (On hdfs) with following content.
And filter out the word which is less than 2 characters and ignore all empty lines.
Once doen store the filtered data in a directory called "problem84" (On hdfs)
Content.txt
Hello this is ABCTECH.com
This is ABYTECH.com
Apache Spark Training
This is Spark Learning Session
Spark is faster than MapReduce
Answer:
Explanation:
See the explanation for Step by Step Solution and configuration.
Explanation:
Solution :
Step 1 : Create an application with following code and store it in problem84.py
# Import SparkContext and SparkConf
from pyspark import SparkContext, SparkConf
# Create configuration object and set App name
conf = SparkConf().setAppName("CCA 175 Problem 84") sc = sparkContext(conf=conf)
#load data from hdfs
contentRDD = sc.textFile(MContent.txt")
#filter out non-empty lines
nonemptyjines = contentRDD.filter(lambda x: len(x) > 0)
#Split line based on space
words = nonempty_lines.ffatMap(lambda x: x.split(''}}
#filter out all 2 letter words
finalRDD = words.filter(lambda x: len(x) > 2)
for word in finalRDD.collect():
print(word)
#Save final data finalRDD.saveAsTextFile("problem84M)
step 2 : Submit this application
spark-submit -master yarn problem84.py
NEW QUESTION: 3
A company is looking to move an on-premises IBM Db2 database running AIX on an IBM POWER7 server. Due to escalating support and maintenance costs, the company is exploring the option of moving the workload to an Amazon Aurora PostgreSQL DB cluster.
What is the quickest way for the company to gather data on the migration compatibility?
A. Run the AWS Schema Conversion Tool (AWS SCT) from the Db2 database to an Aurora DB cluster. Create a migration assessment report to evaluate the migration compatibility.
B. Run native PostgreSQL logical replication from the Db2 database to an Aurora DB cluster to evaluate the migration compatibility.
C. Run AWS DMS from the Db2 database to an Aurora DB cluster. Identify the gaps and compatibility of the objects migrated by comparing the row counts from source and target tables.
D. Perform a logical dump from the Db2 database and restore it to an Aurora DB cluster. Identify the gaps and compatibility of the objects migrated by comparing row counts from source and target tables.
Answer: A
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