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Here is how you can do for your use case:
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Have connectivity between cloudwatch and Athena first. Use cloudwatch connector for Athena, here is the Amazon Athena CloudWatch connector documentation, How to deploy source connector.
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Once cloudwatch-Athena connectivity would be established, create the data set in quicksight using Amazon Athena. Creating a dataset using Amazon Athena data
Other route:
Cloudwatch logs -> S3 -> Athena -> Quicksight. (Cloudwatch logs to s3 can be done manually/CLI or Kinesis Firehose)
Hope you find this useful.
Comment here if you have additional questions. Happy to help.
Abhishek
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Thank for your answer