CloudWatch subscription to the dynamic partitioning enabled Kinesis firehose is failing

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I’ve set up a CloudWatch subscription filter to send JSON logs to a Kinesis Firehose with dynamic partitioning enabled. However, Firehose is rejecting the data with the error “Only UTF-8 encoded data is supported for dynamic partitioning records.”

How can I ensure that CloudWatch sends UTF-8 encoded data to the Firehose?

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