2,614 questions with Azure Databricks tags

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Enable Claude 4 Sonnet Support on Azure Databricks

I had access to azure databricks sonnet 4 model deployment This shortly disappeared after I started using it. Could I get assistance re-enabling this for my tenant?

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-10T22:24:05.3966667+00:00
sean yeoh 0 Reputation points
commented 2025-08-11T18:44:47.4366667+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
0 answers

Unable to start job runs and start cluster in Azure Databricks

Every time I start a workflow/job, I get the error message: "Triggering new runs for organization [org_number] is currently disabled temporarily." Every time I start any cluster, I get the error message: "Could not start cluster…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-07-30T22:19:04.2066667+00:00
Kian Baula 0 Reputation points
commented 2025-08-11T15:25:21.21+00:00
Kalyani Kondavaradala 405 Reputation points Microsoft External Staff Moderator
0 answers

BAD_REQUEST: Azure Managed Identity Credential with Access Connector Id /subscriptions

Not able to create workspace - sbit-ws. Error - BAD_REQUEST: Azure Managed Identity Credential with Access Connector Id…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-11T13:13:16.1733333+00:00
Thayal Muhunthan 0 Reputation points
commented 2025-08-11T14:54:30.8066667+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
1 answer

Azure Devops pipeline and dataset parametrization issue

I have added parametrization for ADF pipelines but yet I don't see the parameters reflected in the override parameters list. Tried reconnecting the adf connection to git and also overwriting the live mode from source branch and published the adf…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-04T13:11:45.4533333+00:00
Deepa M 20 Reputation points
commented 2025-08-11T13:17:04.94+00:00
Deepa M 20 Reputation points
1 answer

Can't access Azure Databricks account console as Account Admin

I am encountering an issue with Azure Databricks account management. --I am the owner of the Azure subscription that hosts my Databricks resources. --I am also a Global Administrator in Microsoft Entra ID for this tenant. Problem: Despite having these…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-09T03:39:46.59+00:00
Ethan Zawadzke 0 Reputation points
commented 2025-08-11T12:59:46.2666667+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
1 answer

databricks not working with Geoparquet for write data

Py4JJavaError: An error occurred while calling o535.save. : org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 17.0 failed 4 times, most recent failure: Lost task 0.3 in stage 17.0 (TID 45) (10.137.237.68 executor 0):…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-07T10:50:36.78+00:00
Anil Kasar 5 Reputation points
commented 2025-08-11T12:26:02.7266667+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
0 answers

Datababricks managed network - can I access firewalled storage account in classic compute?

I have a default Databricks setup with managed network and public IP. I want it to talk to a storage account, that is firewalled. I can do this for serverless but not for a classic compute. I've added a vnet in between and peered bricks to this…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-08T04:20:03.5566667+00:00
Dimitry Nechaev 20 Reputation points
commented 2025-08-11T10:26:58.34+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
1 answer

Unable to access Azure Databricks workspace from external applications like Power Apps

I am unable to access our Azure Databricks workspace from external applications like Microsoft Power Apps and Power Automate. Steps taken: Generated a Personal Access Token (PAT) from the Databricks workspace. Attempted REST API call using the token…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-07T13:44:00.75+00:00
Aqil, Abdul 0 Reputation points
commented 2025-08-08T13:41:53.0766667+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
0 answers

Request to Enable Lakehouse Apps (Preview)

We would like to request access to the Lakehouse Apps (Preview) feature in our Databricks workspace to enable internal development of low-code/no-code LLM applications. Workspace Details: Workspace URL: https://<your-workspace>.databricks.com/ …

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-06T11:18:56.9533333+00:00
Data AI Analytics 0 Reputation points
commented 2025-08-08T11:19:00.18+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
1 answer

Azure Quota Exceeded Exception Error even though I am using minimum.

Azure Quota Exceeded Exception: The VM size you are specifying is not available. [details] QuotaExceeded: Operation could not be completed as it results in exceeding approved Total Regional Cores quota. Additional details - Deployment Model: Resource…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-03T16:20:31.9466667+00:00
HIMANSHU KUMAR 0 Reputation points
commented 2025-08-07T17:50:02.0233333+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
3 answers

Can't access the Azure Databricks Accounts Console

Hi there, When I tried to log on to https://accounts.azuredatabricks.net/login, I encountered an error. It says: Selected user account does not exist in tenant 'Microsoft Services' and cannot access the application…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2024-07-30T12:22:12.19+00:00
Ziwei Zeng 15 Reputation points
commented 2025-08-07T17:27:55.9033333+00:00
SomeGuy 0 Reputation points
1 answer

Applying Merged CDC Delta Data from ADLS to Azure SQL Hyperscale at Scale

As part of our enterprise-scale data migration project, we are migrating data from IBM DB2 (on-prem) to Azure SQL Hyperscale. The migration consists of three phases: One-time Historical Load CDC Catch-Up Phase (Batch) CDC Streaming Phase…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-04T10:42:29.11+00:00
Janice Chi 580 Reputation points
edited a comment 2025-08-07T14:53:47.6+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
3 answers One of the answers was accepted by the question author.

Upload .txt and .sh files to databricks Workspace folder.

I am trying to upload .txt and .sh files in the databricks workspace folder so that while starting a cluster the init script can be referred from the workspace folder, manually I am able to create the files but from azure devops pipeline its not…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-03-27T06:53:40.9333333+00:00
Shriram Sethi 25 Reputation points
commented 2025-08-07T05:28:53.5566667+00:00
Sunny Liu 0 Reputation points
2 answers One of the answers was accepted by the question author.

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.
2,614 questions
asked 2025-07-11T21:19:09.4633333+00:00
Thomas Thornton 20 Reputation points MVP
accepted 2025-08-06T15:35:40.94+00:00
Thomas Thornton 20 Reputation points MVP
1 answer

Need Lakeflow Connect enabled on the Azure Databricks instance azuredatabricks2025

Need Lakeflow Connect Public Preview feature to be enabled on the Azure Databricks instance azuredatabricks2025

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-07-31T22:20:55.9666667+00:00
Anupama Natarajan 0 Reputation points
commented 2025-08-06T10:53:57.83+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
0 answers

Request for proposal based on the attached DWH scenario

Dear Sir or Madam,  As pa Kind regards,  Chaima Meddah

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-04T11:56:04.64+00:00
Meddah, Chaima 0 Reputation points
commented 2025-08-06T14:12:46.4366667+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
1 answer

Databricks Repos or Alternatives?

We’re working on a large-scale data migration project from IBM DB2 to Azure SQL Hyperscale using ADF, Kafka, and Databricks. Our ingestion and transformation logic (including CDC handling, recon, and retry orchestration) is implemented in Databricks…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-05T10:45:37.41+00:00
Janice Chi 580 Reputation points
commented 2025-08-06T10:57:37.3133333+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator
1 answer

MERGE INTO

Is MERGE INTO between ADLS Delta layer and Azure SQL Hyperscale (relational) tables possible and effective?

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-05T13:03:00.1833333+00:00
Janice Chi 580 Reputation points
answered 2025-08-06T20:26:03.17+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
1 answer

DATABRICKS ASSET BUNDALS VS TERRAFORM

We are moving towards a multi-environment deployment model for our Databricks notebooks and jobs (Dev, QA, PreProd, Prod). Currently, infrastructure is provisioned via Terraform, and the DE team manually deploys notebooks or uses CLI scripts. We are…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-06T07:13:50.8033333+00:00
Janice Chi 580 Reputation points
commented 2025-08-06T20:49:31.6433333+00:00
Smaran Thoomu 28,310 Reputation points Microsoft External Staff Moderator
1 answer

Recommended Staging Layer Location in Streaming (ADLS Branch vs. Hyperscale Staging)

In our current project, we are migrating ~80 TB of data from on-prem DB2 to Azure SQL Hyperscale. We are using Kafka + Databricks Structured Streaming to ingest CDC data into Azure. Our ingestion strategy is split into three phases: One-Time Historical…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,614 questions
asked 2025-08-06T08:03:43.8466667+00:00
Janice Chi 580 Reputation points
commented 2025-08-07T08:49:23.82+00:00
Venkat Reddy Navari 5,330 Reputation points Microsoft External Staff Moderator