To ensure data consistency and reliability, Hive and Apache Kafka integration typically requires the implementation of ________ to manage offsets.
- Consumer Groups
- Partitions
- Producers
- Transactions
Consumer Groups are crucial for Hive and Kafka integration as they track offsets of messages consumed by consumer groups, ensuring data consistency and reliability in Hive processing, vital for maintaining data integrity and enabling reliable real-time analytics and processing pipelines.
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