aws / amazon-managed-service-for-prometheus-roadmap

Amazon Managed Service for Prometheus Public Roadmap
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Custom storage retention #2

Closed mhausenblas closed 1 year ago

mhausenblas commented 2 years ago

Currently, the maximum retention time for ingested metrics into an Amazon Managed Service for Prometheus workspace is fixed. That is, data older than 150 days is deleted from the workspace.

With custom storage retention, users would have the ability to change the metrics data retention period on a per-workspace basis. The feature would be exposed via the AWS console, API, CloudFormation, and Terraform.

davidferdinand commented 2 years ago

For us having at least 13 months worth of storage would allow for annual comparison of data trends etc. If this is on the roadmap do you have any dates around this?

ampabhi-aws commented 2 years ago

@davidferdinand, what type of annual comparison were you looking to do with extended storage? Are you looking to do a long term trend over a year, or more of a week today to a week in the past comparison?

davidferdinand commented 1 year ago

@ampabhi-aws probably both, we would have teams who would be interested to see how data might shift with the seasons, and others who might want to do a comparison of this week against this week last year

neyp commented 1 year ago

It'd be even better if you support downsampling for long-term data (e.g., past 90 days) as well.

ampabhi-aws commented 1 year ago

We now support the ability to change your retention period via a service limit increase: https://docs.aws.amazon.com/prometheus/latest/userguide/AMP_quotas.html.

I'll create another ticket for downsampling/long-term-trending analysis.

ampabhi-aws commented 1 year ago

https://github.com/aws/amazon-managed-service-for-prometheus-roadmap/issues/23