Azure Machine Learning Compute Cost - Detailed information for each compute

Question

Azure Machine Learning Compute Cost - Detailed information for each compute

G Cocci 216 Microsoft Employee

Hi all,

I need to have the cost detail for each compute (compute instance, compute clusters) configured within Azure Machine Learning.
Right now from portal I can only retrieve an aggregate cost per compute type, but I need to have the detail per individual compute.

How can I get this information? Not necessarily from portal, but it's fine via SDK, Rest API, querying logs, etc. Just having this information is enough.

Thanks!

G

Ramr-msft 17,826 Reputation points

2022-06-03T03:27:20.217+00:00

@G Cocci Thanks for the question. Can you please add more details about the which compute instance cost that you are trying to get. Here is link to the document for Azure machine learning pricing.

Here is link to the Compute instance SDK methods currently supported to get the details.

https://learn.microsoft.com/en-us/python/api/azureml-core/azureml.core.compute.computeinstance(class)?view=azure-ml-py
G Cocci 216 Reputation points Microsoft Employee

2022-06-06T14:01:08.553+00:00

@Ramr-msft thanks for responding, I found the answer I was looking for and posted it below. The goal was to track in detail the actual cost of each compute/cluster used in AML, not a cost estimate

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Ramr-msft 17,826 Reputation points

2022-06-03T03:27:20.217+00:00

@G Cocci Thanks for the question. Can you please add more details about the which compute instance cost that you are trying to get. Here is link to the document for Azure machine learning pricing.

Here is link to the Compute instance SDK methods currently supported to get the details.

https://learn.microsoft.com/en-us/python/api/azureml-core/azureml.core.compute.computeinstance(class)?view=azure-ml-py
G Cocci 216 Reputation points Microsoft Employee

2022-06-06T14:01:08.553+00:00

@Ramr-msft thanks for responding, I found the answer I was looking for and posted it below. The goal was to track in detail the actual cost of each compute/cluster used in AML, not a cost estimate

Answer 1

G Cocci 216 Microsoft Employee

Hi all,

should anyone else be interested in tracking the actual costs of individual computes within AML, here is an Azure CLI command that is a great place to start. Within the "additionalProperties" field is the cluster detail information.

(az consumption usage list --subscription $subscription --start-date $start_date --end-date $end_date --query "[?contains(consumedService, 'Microsoft.MachineLearningServices') && contains(instanceName, $resource_group) && contains(product, 'Virtual Machine')]" --include-additional-properties | ConvertFrom-Json) | select additionalProperties, pretaxCost, product, usageStart, usageEnd

This command can be used to retrieve the cost detail of all resources on Azure.

GCocci

Ramr-msft 17,826 Reputation points

2022-07-04T10:53:09.817+00:00

@G Cocci Thanks for the update.

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Azure Machine Learning Compute Cost - Detailed information for each compute

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