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Cloudera CCA Spark and Hadoop Developer Exam Dumps

Last Updated : Nov 22, 2022
Total Questions : 96

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CCA175 Desktop Practice
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Last Updated : Nov 22, 2022
Total Questions : 96
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Total Questions : 96
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CCA175 Web Based Self Assessment Practice Test

Last Updated : Nov 22, 2022
96 Total Questions
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Following are some CCA175 Exam Questions for Review

Problem Scenario 94 : You have to run your Spark application on yarn with each executor 20GB and number of executors should be 50.Please replace XXX, YYY, ZZZ

export HADOOP_CONF_DIR=XXX

./bin/spark-submit \

-class com.hadoopexam.MyTask \

xxx\

-deploy-mode cluster \ # can be client for client mode

YYY\

222 \

/path/to/hadoopexam.jar \

1000



Problem Scenario 89 : You have been given below patient data in csv format,

patientID,name,dateOfBirth,lastVisitDate

1001,Ah Teck,1991-12-31,2012-01-20

1002,Kumar,2011-10-29,2012-09-20

1003,Ali,2011-01-30,2012-10-21

Accomplish following activities.

1. Find all the patients whose lastVisitDate between current time and '2012-09-15'

2. Find all the patients who born in 2011

3. Find all the patients age

4. List patients whose last visited more than 60 days ago

5. Select patients 18 years old or younger



Problem Scenario 88 : You have been given below three files

product.csv (Create this file in hdfs)

productID,productCode,name,quantity,price,supplierid

1001,PEN,Pen Red,5000,1.23,501

1002,PEN,Pen Blue,8000,1.25,501

1003,PEN,Pen Black,2000,1.25,501

1004,PEC,Pencil 2B,10000,0.48,502

1005,PEC,Pencil 2H,8000,0.49,502

1006,PEC,Pencil HB,0,9999.99,502

2001,PEC,Pencil 3B,500,0.52,501

2002,PEC,Pencil 4B,200,0.62,501

2003,PEC,Pencil 5B,100,0.73,501

2004,PEC,Pencil 6B,500,0.47,502

supplier.csv

supplierid,name,phone

501,ABC Traders,88881111

502,XYZ Company,88882222

503,QQ Corp,88883333

products_suppliers.csv

productID,supplierID

2001,501

2002,501

2003,501

2004,502

2001,503

Now accomplish all the queries given in solution.

1. It is possible that, same product can be supplied by multiple supplier. Now find each product, its price according to each supplier.

2. Find all the supllier name, who are supplying 'Pencil 3B'

3. Find all the products , which are supplied by ABC Traders.



Problem Scenario 87 : You have been given below three files

product.csv (Create this file in hdfs)

productID,productCode,name,quantity,price,supplierid

1001,PEN,Pen Red,5000,1.23,501

1002,PEN,Pen Blue,8000,1.25,501

1003,PEN,Pen Black,2000,1.25,501

1004,PEC,Pencil 2B,10000,0.48,502

1005,PEC,Pencil 2H,8000,0.49,502

1006,PEC,Pencil HB,0,9999.99,502

2001,PEC,Pencil 3B,500,0.52,501

2002,PEC,Pencil 4B,200,0.62,501

2003,PEC,Pencil 5B,100,0.73,501

2004,PEC,Pencil 6B,500,0.47,502

supplier.csv

supplierid,name,phone

501,ABC Traders,88881111

502,XYZ Company,88882222

503,QQ Corp,88883333

products_suppliers.csv

productID,supplierID

2001,501

2002,501

2003,501

2004,502

2001,503

Now accomplish all the queries given in solution.

Select product, its price , its supplier name where product price is less than 0.6 using SparkSQL



Problem Scenario 86 : In Continuation of previous question, please accomplish following activities.

1. Select Maximum, minimum, average , Standard Deviation, and total quantity.

2. Select minimum and maximum price for each product code.

3. Select Maximum, minimum, average , Standard Deviation, and total quantity for each product code, hwoever make sure Average and Standarddeviation will have maximum two decimal values.

4. Select all the product code and average price only where product count is more than or equal to 3.

5. Select maximum, minimum , average and total of all the products for each code. Also produce the same across all the products.



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