Programmatically download RDS/Performance insights details using python SDK

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I have an RDS that has Performance insights enabled. I can view the performance from the console. Is there a way to download the various metrics from the Dimensions Tab? I am specifically interested in downloading the "Top SQL" rows once a day using python SDK.

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