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Hi,
Kinesis Data Streams API doesn't offer an explicit "Unsubscribe" operation as there is "SubscribeToShard"[1]. However, by stopping your consumer from processing SubscribeToShard events, you can essentially unsubscribe from a shard.
[1] SubscribeToShard - https://docs.aws.amazon.com/kinesis/latest/APIReference/API_SubscribeToShard.html