Setup Azure Data Bucket with AI Core
Set up azure bucket (Azure Blob Storage) with SAP AI Core.
🎓beginner
⏱10 min
SAP Ai Core
Beginner
Artificial Intelligence
Machine Learning
SAP Business Technology Platform
SAP Ai Launchpad
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Overview
You will learn
- About Azure data store
- To setup Azure for use with AI core
- Setup Azure data buckets for use with AI Core. ## Intro What is Azure Data Store? Azure Data Store refers to a collection of data storage solutions offered by Microsoft Azure, including Azure Blob Storage, Azure Data Lake Storage, Azure Queue Storage, and Azure Table Storage. These solutions provide scalable, highly available, and secure data storage options for a variety of use cases, such as big data analytics,
NoSQLdatabases, content delivery, and message queuing.
Prerequisites
Prerequisites
- A BTP global account If you are an SAP Developer or SAP employee, please refer to the following links ( for internal SAP stakeholders only ) - How to create a BTP Account (internal) SAP AI Core If you are an external developer or a customer or a partner kindly refer to this tutorial
- An existing Azure account with Admin access to create and use Azure Data store.
- TODO establish the setup prerequisites for SAP AI Core
IMPORTANT Before you start this tutorial with SAP AI Launchpad, it is recommended that you should set up at least one other tool, either Postman or Python (SAP AI Core SDK) because some steps of this tutorial cannot be performed with SAP AI Launchpad.
Steps
Step 1
System Setup
For Detailed docs refer : AI Core Setup
- Downloading
configfor Postman
Go to AI core API and download the JSON File.
- Open Postman and in the Top right corner click on Import.
- Under file click on Choose file and Select the Json that you just downloaded.
- Once the Import is done you will be able to see the Postman
config.
Step 2
Creating Object store Secret
At Postman at AI core API Go to admin > Object store secret > create object store secret. And set the following json as body
Python
{
"name": "default",
"type": "azure",
"pathPrefix": "<path prefix to be appended>",
"data": {
"CONTAINER_URI": "https://account_name.blob.core.windows.net/container_name",
"REGION": "<region-name>",
"CLIENT_ID": "<azure-client-id>",
"CLIENT_SECRET": "<azure-client-secret>",
"STORAGE_ACCESS_KEY": "sas_token",
"TENANT_ID": "azure tenant id",
"SUBSCRIPTION_ID": "subscription id",
}
}Once Its done click on Send
Hence Your Object Store secret for Azure Data buckets is created.
Resources
Discussion
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