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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. This schema excerpt is an example of which schema format?
package com.mycorp.mynamespace;
message SampleRecord {
int32 Stock = 1;
double Price = 2;
string Product_Name = 3;
}

A) JSON Schema
B) Protobuf
C) YAML
D) Avro

2. A consumer application needs to use an "at most once" delivery semantic.
What is the best consumer configuration lo avoid duplicate messages being read?

A) auto.offset.reset=latest and enable.auto.commit=true
B) auto.offset.reset=eariiest and enable.auto.commit=false
C) auto.offset.reset-latest and enable auto commit-false
D) auto.offset.reset=earliest and enable auto commit=true

3. What is the risk of increasing max.in.flight.requests.per.connection while also enabling retries in a producer?

A) Reduce throughput
B) Less resilient
C) At least once delivery is not guaranteed
D) Message order not preserved

4. To import data from external databases, I should use

A) Kafka Streams
B) Kafka Connect Sink
C) Confluent REST Proxy
D) Kafka Connect Source

5. You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)

A) The Connect cluster is in process of rebalancing.
B) The connect cluster has reached capacity, and new connectors cannot be created without expandingthe cluster.
C) The connector configuration was invalid, and the response body will expand on the configuration error.
D) The Connector already exists in the cluster.

Solutions: