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How to get databricks performance metrics programmatically?

Nandhini_Kumar
New Contributor III

How to retrieve all Databricks performance metrics on an hourly basis. Is there a recommended method or API available for retrieving performance metrics ?

4 REPLIES 4

Hi @Retired_mod 

I encountered the "Error: getaddrinfo ENOTFOUND http" while attempting to run the API.

Could you please provide guidance on resolving this issue? Are there any prerequisites that need to be followed before running the API? I'd appreciate any assistance you can offer.

Nandhini_Kumar
New Contributor III

Thanks @Retired_mod for your response.
Could you please provide guidance on how we can achieve the step3 in AWS services? 

holly
Databricks Employee
Databricks Employee

Hi @Nandhini_Kumar, there's many performance metrics available - it depends on what you're looking to do with this data, and how you look to take action in real time. I would strongly recommend mapping out a user journey so you get only the metrics you need, and don't waste time trying to get these all hourly when they won't be used. 

  • Cluster metrics - you can export these with cluster logging. It's worth noting that ganglia is deprecated for newer runtimes
  • Warehouse metrics - available through the API for query metrics
  • System tables - if you're using unity catalog, this will update hourly
  • Jobs performance - you can use the Jobs API 

API docs can be found here: https://docs.databricks.com/api/workspace/introduction

System tables: https://docs.databricks.com/en/administration-guide/system-tables/index.html

 


 

rahuja
New Contributor III

Any response here? Are there any API that expose this? Specially the Job performance metrics?

 

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