paragraph 3, under "Enable data collection":
"CorrelationId is an optional parameter, you do not need to set it up if your model doesn’t require it. Having a correlationId in place does help you for easier mapping with other data. (Examples include: LoanNumber, CustomerId, etc.)
Identifier is later used for building the folder structure in your Blob, it can be used to divide “raw” data versus “processed”."
It's not clear what CorrelationId and Identifier is about.
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@wmpauli Thanks for the feedback! I have assigned the issue to the content author to investigate further and update the document as appropriate.
@marthalc Hi Martha, could you please check this issue and update more details to this document? Thanks.
@CodyCody.Peterson@microsoft.com is the new owner of the content. Adding him to follow up on this.
Thanks,
Martha Laguna
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Subject: Re: [MicrosoftDocs/azure-docs] correlationId and Identifier not defined (#38654)
@wmpaulihttps://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fwmpauli&data=02%7C01%7CMartha.Laguna%40microsoft.com%7C1361219cdf914ab7259308d7363924dd%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637037491366656287&sdata=TPbtN5HpCBcOV2KP0wM8QMaj4UF7kTIcCt6jMbbUVp8%3D&reserved=0 Thanks for the feedback! I have assigned the issue to the content author to investigate further and update the document as appropriate.
@marthalchttps://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fmarthalc&data=02%7C01%7CMartha.Laguna%40microsoft.com%7C1361219cdf914ab7259308d7363924dd%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637037491366666288&sdata=nxG%2F0bAAOEk45P7ZsgBu6%2F7KvFg8ZbuedoVhtlMR0pM%3D&reserved=0 Hi Martha, could you please check this issue and update more details to this document? Thanks.
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We're working on cleaning up the webservice data collection story in the near future.
Hi Wolfgang,
Please note that we will be removing the azureml-monitoring sdk in the near future, so we'd ask not to take a big dependency on it.
CorrelationId is a GUID you can speicfy and use to join rows of the data later. It would be logged as a column in the csv files in blob that are generated. For instance, you can generate a CorrelationId GUID in the deployment, send it as part of the response to a second application, and log other data (e.g. user actions after getting the model's prediction) to join these in a later data processing job.
Identifier is a string you can specify, and it will be used as a directory name in the path where the data is stored. The path the data in on the workspace's default storage account is:
'modeldata/{subscription_id}/{resource_group}/{workspace_name}/{endpoint_name}/{model_name}/{model_version}/{IDENTIFIER}/{year}/{month}/{day}/data.csv'
Thanks for your report. Please reopen if you feel this does not answer your question. #please-close