2,555 questions with Azure Databricks tags

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Orchastration Control in Data Pipeline in Azure

I am designing the Data Pipeline which Consume Data from Salesforce using Bulk API endpoint (pull mechanism). The Data comes and land to ADLS Gen2 Bronze Layer. Next Transformation job will start and clean the data and push to Silver layer ADLS…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-15T14:06:57.53+00:00
Relay 200 Reputation points
edited the question 2025-07-15T15:02:13.74+00:00
Relay 200 Reputation points
0 answers

Unable to Create Compute Cluster in Azure Databricks

Currently learning Data Engineering with Azure and using the trial version with $200 credit. While attempting to create a cluster in Azure Databricks, errors are encountered. The following steps have been taken: Changed locations (East US and West US…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-15T14:15:50.7466667+00:00
Vyshnavi Moparthi 0 Reputation points
1 answer

how do i connect with Databricks from Azure Analysis Service

We have our processed/gold layer data in databricks catalogue. We need to publish this data in to Azure Analysis Services. How I connect to a databricks table and pull data directly into AAS for our daily data refresh (processing). The data is being…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-15T11:40:36.3233333+00:00
salmanahmed-2826 0 Reputation points
answered 2025-07-15T12:08:47.3966667+00:00
Alex Burlachenko 11,610 Reputation points
1 answer

Error while using DBUtils command in Databricks notebook to show list of file from data lake storage account

Hi All, I am getting error while using DBUTILS command from databricks to show list of files from data lake storage account. Below is error screen shot. It is showing error invalid character in host name. What i tried so far. Checked all permission on…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-13T17:02:54.59+00:00
Davendra Kumar 0 Reputation points
commented 2025-07-15T10:48:32.5333333+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
1 answer

Databricks Execution Strategy for One-Time 80 TB Migration

In our one-time historical data migration project, we are processing approximately 80 TB of CSV data into Parquet format using Azure Databricks, within a strict 3-day completion window. The raw CSV files are extracted from on-prem DB2 snapshots and…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-05T12:16:38.5433333+00:00
Janice Chi 320 Reputation points
edited a comment 2025-07-15T10:18:27.5066667+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
1 answer

Error while accessing Azure portal

Hi, I'm getting the below error after I log to the Azure portal Selected user account does not exist in tenant 'Microsoft Services' and cannot access the application 'e6694c91-1590-4e35-9bb7-b865c638b9c1' in that tenant. The account needs to be added as…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-15T09:25:00.23+00:00
Anu Merrin Bijoy 0 Reputation points
answered 2025-07-15T09:32:39.66+00:00
Deepanshu katara 17,025 Reputation points MVP Moderator
1 answer

Cluster Creation Flow in ADF-Databricks Integration Using Instance Pools

We are executing a one-time historical data migration (~80 TB) from on-prem DB2 to Azure SQL Hyperscale, using ADF to orchestrate Databricks for CSV-to-Parquet conversion. Based on partition volume and estimated table size, we have three ADF pipelines…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-14T16:40:03.3133333+00:00
Janice Chi 320 Reputation points
answered 2025-07-14T20:15:04.6566667+00:00
Venkat Reddy Navari 3,630 Reputation points Microsoft External Staff Moderator
1 answer

Getting error while launching a cluster for Azure Databricks with the free trial.

Hello, I I am using a student account for Azure. When I try to launch the cluster of Azure Databricks, it is failing by saying the error code as: The VM size you are specifying is not available. [details] SKU NotAvailable: The requested VM size for…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-11T08:12:09.7466667+00:00
Ambareesh Reddy Polu 0 Reputation points
commented 2025-07-14T19:01:39.95+00:00
Venkat Reddy Navari 3,630 Reputation points Microsoft External Staff Moderator
1 answer

Databricks Workspace is not lading.

Databricks Workspace is not loading/ too slow. When login into workspace, it's not loading.

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-11T02:34:39.44+00:00
Adhish Manu Valsalakumar 0 Reputation points
commented 2025-07-14T18:58:31.6733333+00:00
Venkat Reddy Navari 3,630 Reputation points Microsoft External Staff Moderator
1 answer

Tag is not running the repo and instead only the workspace

Jobs are running for only the repo and not including the workspace. What is causing this to occur in Databricks?

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-10T19:19:20.08+00:00
Kurt 0 Reputation points
commented 2025-07-14T18:28:20.6733333+00:00
Kurt 0 Reputation points
0 answers

Can Databricks (Customer-Provided Workspace) Access ADLS Gen2 Using Managed Identity?

We are working on a healthcare-focused data migration project involving IBM DB2 to Azure SQL Hyperscale, with intermediate storage in ADLS Gen2 (Parquet format). The migration involves: One-time historical load via FlashCopy Catch-up and real-time…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-14T14:47:31.8966667+00:00
Janice Chi 320 Reputation points
commented 2025-07-14T17:40:03.47+00:00
Venkat Reddy Navari 3,630 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Efficient Data Migration of Databricks from One Region to Another

How can data bricks be migrated from US East 2 to US Central efficiently? The migration includes moving the existing dev and prod setup, which consists of workspace jobs, notebooks, scripts, catalog tables, volumes, and Azure Data Factory (ADF)…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-10T08:27:33.7066667+00:00
Deepa M 20 Reputation points
accepted 2025-07-14T13:25:01.99+00:00
Deepa M 20 Reputation points
1 answer

Unable to start Databricks cluster using Azure free credit account

I have been trying to start a cluster in Databricks using Azure. Since I am using a azure free account I know that I can only use 4 cores and a single node in Databricks, but even with this configuration I get the following error message: Cloud…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-12T17:25:13.6533333+00:00
Arjun Thonoor 0 Reputation points
commented 2025-07-14T09:41:10.4833333+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
1 answer

Convert my personal account's Eligible Owner role to Active Owner on my Pay-as-you-go subscription

I’m currently learning Azure Databricks and encountered a critical permissions issue. I created a Pay-as-you-go Azure subscription under my personal Microsoft account. I then created a work email and separate Entra ID tenant to manage Databricks and…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-11T08:09:12.1366667+00:00
yin li 0 Reputation points
commented 2025-07-14T07:47:37.1433333+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
1 answer

Best Practices and Risks for Row Number–Based Partitioning in One-Time DB2 Snapshot Load

We are performing a large-scale one-time historical migration (~80 TB) from on-prem IBM DB2 (via FlashCopy snapshot) into Azure SQL Hyperscale, using the following flow: Extract via SHIR into ADLS Gen2 (CSV format), Transform into Parquet and add…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-10T14:10:20.0833333+00:00
Janice Chi 320 Reputation points
commented 2025-07-14T07:44:06.1433333+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

How to set up databricks-bundle in Azure Databricks UI

Hello Mr./Ms., I'm a new bee with Databircks and databricks-bundle for CICD. I have 3 questions:. By chance, I saw this picture: I tried to look for documents or videos related to Databricks Bundles in the UI (like in the image above), including how…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-07T14:35:28.33+00:00
Viet Tran 70 Reputation points
commented 2025-07-14T01:26:59.3033333+00:00
Viet Tran 70 Reputation points
1 answer

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Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-12T04:45:24.5366667+00:00
HimashaPinto-3528 0 Reputation points
edited a comment 2025-07-13T13:30:53.3033333+00:00
HimashaPinto-3528 0 Reputation points
1 answer One of the answers was accepted by the question author.

Unable to create cluster. "Compute Terminated" is the error message.

Unable to create an all-purpose compute cluster. I made multiple attempts with different accounts, cluster configurations, and regions. But I am unable to create a cluster.

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-09T08:31:04.0766667+00:00
Kapil Chogga 20 Reputation points
commented 2025-07-12T13:52:43.82+00:00
Kapil Chogga 20 Reputation points
1 answer

azure databricks Claude/Sonnet endpoints missing

Not sure why, but when using Serving endpoint databricks-claude-3-7-sonnet I begun getting error - databricksException - {\"error_code\":\"PERMISSION_DENIED\",\"message\":\"PERMISSION_DENIED: Endpoint…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-11T21:19:09.4633333+00:00
Thomas Thornton 0 Reputation points MVP
edited a comment 2025-07-12T04:35:09.2833333+00:00
Smaran Thoomu 25,115 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Looking for insights on enabling Databricks Automatic Provisioning

We currently have a SCIM provisioning connector set up to synchronize identities from Entra ID to Unity Catalog. We’re now considering enabling Databricks Automatic Provisioning but want to fully understand the potential impact on our environment before…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,555 questions
asked 2025-07-09T16:59:30.3433333+00:00
Rameez Ali 81 Reputation points
edited a comment 2025-07-11T14:15:29.0766667+00:00
Rameez Ali 81 Reputation points