FreeQAs
 Request Exam  Contact
  • Home
  • View All Exams
  • New QA's
  • Upload
PRACTICE EXAMS:
  • Oracle
  • Fortinet
  • Juniper
  • Microsoft
  • Cisco
  • Citrix
  • CompTIA
  • VMware
  • SAP
  • EMC
  • PMI
  • HP
  • Salesforce
  • Other
  • Oracle
    Oracle
  • Fortinet
    Fortinet
  • Juniper
    Juniper
  • Microsoft
    Microsoft
  • Cisco
    Cisco
  • Citrix
    Citrix
  • CompTIA
    CompTIA
  • VMware
    VMware
  • SAP
    SAP
  • EMC
    EMC
  • PMI
    PMI
  • HP
    HP
  • Salesforce
    Salesforce
  1. Home
  2. Cloudera Certification
  3. CDP-3002 Exam
  4. Cloudera.CDP-3002.v2025-11-21.q109 Dumps
  • «
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • …
  • »
  • »»
Download Now

Question 6

Your Spark application on Kubernetes requires a secure connection to a database. You've stored the database password in Kubernetes Secrets. How would you typically access this secret in your PySpark application?

Correct Answer: B
Kubernetes Secrets can be mounted as volumes and accessed within the pod. In a PySpark application, you can read these secrets from the mounted path, making it a secure way to access sensitive information like database passwords.
insert code

Question 7

You need to filter data from a Hive table based on a specific date range. Which approach would be most efficient and maintainable?

Correct Answer: A
While other options might work, option A offers the most efficient and maintainable solution. Spark SQL functions like filter allow for concise and readable expressions for data filtering, leveraging Spark's distributed processing capabilities effectively.
insert code

Question 8

Which security feature offered by the Cloudera Data Engineering service allows granular access control to data pipelines and resources?

Correct Answer: C
Apache Ranger, integrated with the Cloudera Data Engineering service, provides fine-grained authorization and access control capabilities for data pipelines and resources. It allows admins to define who has access to specific data assets and operations within the platform.
insert code

Question 9

A PySpark application is facing performance issues due to uneven distribution of data across the nodes. Which approach would best help in resolving this issue?

Correct Answer: C
Using in PySpark helps to redistribute the data more evenly based on the specified key column. This can alleviate issues caused by data skewness and improve the performance of distributed operations.
insert code

Question 10

Your Airflow DAG involves sending notifications upon successful completion of the entire pipeline. How can you achieve this functionality?

Correct Answer: B
The EmailOperator in Airflow provides a convenient way to send email notifications based on DAG run completion status. While other options might be used in specific scenarios, option B is the most straightforward approach for sending completion notifications.
insert code
  • «
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • …
  • »
  • »»
[×]

Download PDF File

Enter your email address to download Cloudera.CDP-3002.v2025-11-21.q109 Dumps

Email:

FreeQAs

Our website provides the Largest and the most Latest vendors Certification Exam materials around the world.

Using dumps we provide to Pass the Exam, we has the Valid Dumps with passing guranteed just which you need.

  • DMCA
  • About
  • Contact Us
  • Privacy Policy
  • Terms & Conditions
©2026 FreeQAs

www.freeqas.com materials do not contain actual questions and answers from Cisco's certification exams.