Amazon Redshift will no longer support the creation of new Python UDFs starting November 1, 2025.
If you would like to use Python UDFs, create the UDFs prior to that date.
Existing Python UDFs will continue to function as normal. For more information, see the
blog post
Viewing automatic optimization data
The Amazon Redshift console provides information about automatic optimizations, or autonomics, run using extra compute resources. You can use this information to track usage and monitor whether usage limits have been reached. Though Amazon Redshift doesn't bill you for autonomics run on the provisioned cluster itself, it does bill you for autonomics run using extra compute resources. For more information, see Allocating extra compute resources for automatic database optimizations in the Amazon Redshift Database Developer Guide.
To view extra compute autonomics data
Sign in to the AWS Management Console and open the Amazon Redshift console at https://console.aws.amazon.com/redshiftv2/
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On the navigation menu, choose Clusters, then choose the name of a cluster from the list to open its details.
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From the cluster's details page, select Manage usage limit from the Actions drop-down menu. You can also select the Maintenance tab for a cluster, then scroll down and select Create usage limits.
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The graph showing extra compute autonomics data appears under the section titled Usage limit for extra compute for automatic optimization. The graph displays the amount of time that Amazon Redshift runs autonomics using extra compute resources in a given time period.