Welcome! Preparing for the Cloudera CDP Data Operator (CDP-3003) certification exam can be a daunting task, but we're here to make it easier for you. Here are the sample questions that will help you become familiar with the Cloudera CDP-3003 exam style and structure. We encourage you to try our Demo Cloudera CDP Data Operator Certification Practice Exam to measure your understanding of the exam structure in an environment that simulates the actual test environment.
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Cloudera CDP-3003 Sample Questions:
01. What happens when a Kafka partition reaches its configured retention limit for size or time?
a) Older messages are deleted in a rolling fashion
b) A new partition is created dynamically
c) New messages are rejected automatically
d) Consumers receive a warning and pause
02. Which component in a Kafka architecture is responsible for coordinating metadata and maintaining broker states?
a) Producer
b) Controller
c) Consumer
d) Zookeeper
03. Which type of NiFi component allows multiple processors to reuse the same schema registry, database connection, or SSL context configuration?
a) Processor Group
b) Custom Processor
c) Controller Service
d) Input Port
04. What effect does enabling concurrent tasks in a processor configuration have in a multi-threaded NiFi deployment?
a) It disables transaction tracking for faster load
b) It allows multiple threads to process FlowFiles in parallel
c) It queues FlowFiles for manual inspection
d) It limits execution to the primary node only
05. Why is it important to define a group.id when configuring a Kafka consumer?
a) It enables SSL for data transmission
b) It groups topics under one schema
c) It routes messages to matching brokers
d) It identifies consumers for load balancing and offset tracking
06. Why would a Kafka cluster administrator increase the number of partitions for a given topic?
a) To reduce segment file sizes
b) To disable leader election
c) To increase parallelism for producers and consumers
d) To reduce the number of replicas
07. What challenge might occur if multiple processors write to the same directory without unique file naming in PutFile?
a) FlowFiles are converted to archives automatically
b) Existing files may be overwritten or cause errors
c) NiFi restarts due to naming collisions
d) Files are ignored unless manually unlocked
08. What is one main function of the Site-to-Site protocol in a secured NiFi deployment?
a) To transmit FlowFiles between instances
b) To encrypt attribute metadata
c) To filter FlowFiles based on priority
d) To archive data to local disk
09. Which two features make MiNiFi C++ a better choice than MiNiFi Java in resource-constrained edge deployments?
(Select two)
a) Lower memory consumption
b) Built-in data catalog integration
c) Smaller binary size
d) Built-in database connector
10. What NiFi component provides centralized management of values like file paths, URLs, or credentials for multiple processors?
a) Controller Task
b) FlowFile
c) Audit Log
d) Parameter Context
Answers:
|
Question: 1 |
Answer: a |
Question: 2 |
Answer: d |
|
Question: 3 |
Answer: c |
Question: 4 |
Answer: b |
|
Question: 5 |
Answer: d |
Question: 6 |
Answer: c |
|
Question: 7 |
Answer: b |
Question: 8 |
Answer: a |
|
Question: 9 |
Answer: a, c |
Question: 10 |
Answer: d |
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