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Hello,
You can check few things which might help, please make sure that the cluster exists and that you are giving the correct name and there are no spelling mistakes. Next check the IAM role used have the correct permissions and there are no restrictions at organization level also the aws credentials are defined correctly in your code. Further, to check the configurations of the cluster please feel free to raise a case with aws support as it required the details that are non-public information.
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I was able to fix this. Instead of the cluster name itself, I was using cluster ARN. So, it was not able to recognize it. Now it is working. - Thank you!!