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| Section | Weight | Objectives |
|---|---|---|
| Kafka Connect | 10-15% | - Single Message Transformations (SMT) - Connect Architecture (Workers, Connectors, Tasks) - Source and Sink Connectors - Connector Configuration - Offset Management in Connect - Converters and Transforms |
| Installing and Configuring Kafka | 5-10% | - Topic Creation and Configuration - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Partition Assignment Strategies |
| Developing with Kafka Consumers | 15-20% | - Consumer Interceptors - Commit Strategies (Auto, Manual, Cooperative) - Offset Management - Consumer Configuration and Tuning - Multi-threaded Consumers - Consumer Groups and Rebalancing - Deserialization |
| Kafka Fundamentals | 10-15% | - Replication Factor and ISR - Producer and Consumer Basics - Brokers and Clusters - Topics, Partitions, and Offsets - Log Segments and Retention |
| Monitoring and Operations | 5-10% | - Log Compaction - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Cross-region Replication - Disaster Recovery |
| Schema Management | 5-10% | - Schema Evolution and Compatibility - Avro Schemas - Protobuf and JSON Schemas - Schema Registry Architecture - Schema Registration and Retrieval |
| Kafka Streams | 20-25% | - Exactly-Once Processing - Interactive Queries - Streams Architecture and Topology - Windowed Operations (Tumbling, Hopping, Session) - Transformation Operations (map, filter, join, aggregate) - State Stores and Processors - Testing Kafka Streams Applications |
| Developing with Kafka Producers | 15-20% | - Idempotent Producers - Producer Interceptors - Exactly-Once Semantics - Serialization (JSON, Avro, Protobuf) - Error Handling and Retry Logic - Producer Configuration and Tuning - Partitioning Strategies |
| Security | 5-10% | - Securing Schema Registry - Encryption in Transit - Authorization (ACLs) - Authentication (SASL, SSL/TLS) |
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NEW QUESTION # 61
How would you describe a connector in ksqlDB?
Answer: D
NEW QUESTION # 62
Which partition assignment minimizes partition movements between two assignments?
Answer: C
Explanation:
TheStickyAssignortries to minimize partition movement bypreserving existing assignmentsas much as possible while still achieving a balanced assignment. This improvesconsumer stabilityand reduces rebalances.
From theKafka Consumer Assignor Documentation:
"The StickyAssignor attempts topreserve as many existing assignments as possible, which helps minimize partition movement between rebalances."
* RoundRobinAssignor focuses on even distribution, not stability.
* RangeAssignor groups partitions by topic and assigns them consecutively, but can lead to imbalances.
* PartitionAssignor is an abstract base class, not an assignor used directly.
Reference:Kafka Consumer Assignor Docs
NEW QUESTION # 63
is KSQL ANSI SQL compliant?
Answer: B
Explanation:
KSQL is not ANSI SQL compliant, for now there are no defined standards on streaming SQL languages
NEW QUESTION # 64
When using plain JSON data with Connect, you see the following error messageorg.apache.kafka.connect.
errors.DataExceptionJsonDeserializer with schemas.enable requires "schema" and "payload" fields and may not contain additional fields. How will you fix the error?
Answer: B
Explanation:
You will need to set the schemas.enable parameters for the converter to false for plain text with no schema.
NEW QUESTION # 65
Which of the following is NOT a supported serialization format in ksqlDB?
Answer: A
NEW QUESTION # 66
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