Hello dear, I need to be able to send data (HTTP request)s from different systems (SAP, for example) to update data in Azure Blob Storage. And correspondingly, I need to be able to accept coming requests with data from Azure Blob Storage, so that I can train ML models based on that.

AzureML Sending and parsing datarequests to update AZURE Blob Storage.

M.Zhukov 1

Hello dear,

I need to be able to send data (HTTP request)s from different systems (SAP, for example) to update data in Azure Blob Storage.
And correspondingly, I need to be able to accept coming requests with data from Azure Blob Storage, so that I can train ML models based on that.

romungi-MSFT 48,506 Reputation points Microsoft Employee

2020-07-21T11:48:10.547+00:00

@MZhukov-5383 If you are looking to access the data stores during scoring using a web service then Azure ML does not provide this access when models are deployed as a web service. You can refer the table here for details.

For situations where the SDK doesn't provide access to datastores, you might be able to create custom code by using the relevant Azure SDK to access the data. For example, the Azure Storage SDK for Python is a client library that you can use to access data stored in blobs or files.
M.Zhukov 1 Reputation point

2020-07-21T20:15:04.367+00:00

romungi-MSFT,

Thank you a lot for your answer. Not exactly. I need just to transfer data to Azure Blob store (or sameway- to accept HTTP data from Azure Blob Store) with the help of HTTP request generated from other systems. It does not have to do anything with ML service running and scoring. The purpose for this- data update for subsequent ML model retraining and updated ML service publiching

Is there a way not to use additional (extra) service running for parsing comming requests and updating Azure Blob storage?
M.Zhukov 1 Reputation point

2020-07-28T13:31:33.457+00:00

romungi-MSFT , thank you a lot. Since I am looking for SAP-Azure integration (I need sending tables from SAP to Azure and backwards), I would be interested to find corresponding SDK. I found this one: https://github.com/Microsoft/ABAP-SDK-for-Azure but it is empy, looks to be. Probably because it is not free of charge...Maybe you saw any (similar that you provided me for Python)?

I also found Azure Data Factory option for my task: https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-table So far I am consulting with Subscription permisions.. looks there are a lot needed. What is your opinion on that? Which way is better and easier: SDK or Azure Factory?

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AzureML Sending and parsing datarequests to update AZURE Blob Storage.

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