(SM-2208) Azure Databricks & ADLS Gen 2 storage
Table of Contents:
1. Prerequisites on Azure portal
The entry point to Azure Databricks is https://portal.azure.com. From the home page navigate to the Databricks section.
Click
Your account must have Owner or Contributor privileges on Databrick's workspace to be able to access it.
By default, the Azure Databricks cluster is not running. Either create a new cluster or start the existing one (be sure to change the cluster filter to show all clusters).
In Advanced Options set up Spark config for a connection to ADLS Gen2 storage. The configuration is a set of a key:value pairs separated by single spaces. OAuth parameter values are the same as credentials used in ADLS.
Spark access to ADLS2
spark.hadoop.fs.azure.account.key.somestorageaccount.dfs.core.windows.net 2f+++++++++++++++++++++++++XRww==OAuth access type
spark.hadoop.dfs.adls.oauth2.access.token.provider.type ClientCredentialOAuth login endpoint
spark.hadoop.dfs.adls.oauth2.refresh.url https://login.microsoftonline.com/6fdc3117-ec29-4d73-8b33-028c8c300872/oauth2/token OAuth secret
spark.hadoop.dfs.adls.oauth2.credential +gv+++++++++++++++++++++++++++++++++++++M74=OAuth client ID
spark.hadoop.dfs.adls.oauth2.client.id 74731c8c-7290-4998-8005-1d0670cbe909
Write down the server hostname, port, and JDBC URL which will be used in the SM storage definition.
To create a database, create a Notebook
for the submission of SQL queries first.
Now you can run create database SQL query.
Create TOKEN for remote access in User Settings (top right corner icon).
Save token for later use in SAP configuration.
2. Setup Java connector
Java connector is a critical middle-ware component. Please follow the steps in this guide Java Connector Setup to set it up before you continue.
3. Create ADLS Gen 2 storage
ADLS storage is required as storage for temporary data. Please follow this guide to create the storage (SM-2208) Azure Data Lake Gen2.
4. Download Spark JDBC drivers
Download Spark JDBC driver from https://databricks.com/spark/odbc-driver-download
Upload the .jar file to SAP application server at /sapmnt/<SID>/global/security/dvd_conn/spark/
The file needs to be owned by <sid>adm:sapsys
5. Create Databricks storage
Go to transaction /DVD/SM_SETUP
Create new storage of type SM_TRS_MS
This storage use storage of type SM_TRS_MS
, where more information about setup can be find (SM-2208) Hadoop Storage Setup.
Below is a sample of Azure Databricks & ADLS Gen 2 storage configuration:
General Tab
Referenced storage
Storage ID of ADLS Gen 2 Gen Storage
Hadoop Tab
Drivers Tab
Security Tab
Advanced Tab