aws-samples / aws-samples/sagemaker-studio-apps-lifecycle-config-examples

Monitor SageMaker Studio Apps with CloudWatch Agent

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Dominant language
Python
Stars
32
Forks
11
PR merge metrics
No merged PRs in 30d

Description

Is it possible to install the cloudwatch agent on sagemaker studio apps to monitor its usage over time through exporting metrics into a custom namespace similar to the approach [employed here ](https://github.com/aws-samples/amazon-sagemaker-notebook-instance-lifecycle-config-samples/tree/master/scripts/publish-instance-metrics) for SageMaker Notebook Instances? I have run into the issue where it does not appear to be able to run the agent on Studio Apps even when I manually installed and configured it from the terminal.

![image](https://github.com/aws-samples/sagemaker-studio-apps-lifecycle-config-examples/assets/143224218/0fc04ee0-37e1-40fe-a68f-62d3fd2012ba)

Contributor guide

Open the contributing guide

Research direction

Start with the linked SageMaker Notebook Instance lifecycle-config example and the manual CloudWatch Agent installation and configuration described in the issue. Investigate whether Studio Apps support running the agent and exporting metrics to a custom namespace; done would require a working approach or a clearly documented limitation.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws
Domain
observability-sre
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

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