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Forum Posts

SumitSingh
by Contributor
  • 1659 Views
  • 5 replies
  • 7 kudos

From Associate to Professional: My Learning Plan to ace all Databricks Data Engineer Certifications

In today’s data-driven world, the role of a data engineer is critical in designing and maintaining the infrastructure that allows for the efficient collection, storage, and analysis of large volumes of data. Databricks certifications holds significan...

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  • 1659 Views
  • 5 replies
  • 7 kudos
Latest Reply
SumitSingh
Contributor
  • 7 kudos

@ms_ccg You are correct. I got that error too. Seems like Databricks has removed some of these. I would suggest you to search for those separately via Databricks Academy or external resources. Let me know if you need any help.

  • 7 kudos
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Ajay-Pandey
by Esteemed Contributor III
  • 587 Views
  • 0 replies
  • 0 kudos

Databricks User interface updates

AI/BI dashboards:Improvements:The assistant can now help you edit chart axis titles and control the visibility of chart data labels.You can now assign multiple measures to pivot tables.Added more relative datetime options, such as Last 10 seconds and...

  • 587 Views
  • 0 replies
  • 0 kudos
Mot
by New Contributor II
  • 3060 Views
  • 2 replies
  • 0 kudos

Resolved! DevOps CICD for Databricks Schema

Does anyone know how to do DevOps CICD pipeline to deploy changes to a Databricks Catalog? I've added a couple tables in DEV and need to deploy in Prod. Could'nt find any info on this anywhere. 

  • 3060 Views
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Latest Reply
Mot
New Contributor II
  • 0 kudos

Thanks @Retired_mod , the links refer mostly deployments of workspace objects rather than changes in database objects, eg. a new schema, table, or new column added to a table etc. I'll keep looking... 

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Ajay-Pandey
by Esteemed Contributor III
  • 799 Views
  • 1 replies
  • 1 kudos

Databricks Terraform Authentication Methods

Databricks, a unified data analytics platform, is widely recognized for its ability to process big data and run complex algorithms. When it comes to infrastructure as code, Terraform stands out as a tool that can manage Databricks resources efficient...

Knowledge Sharing Hub
Databricks
Terraform
  • 799 Views
  • 1 replies
  • 1 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 1 kudos

Hi @Ajay-Pandey , Thank you for sharing this comprehensive guide on managing Databricks resources with Terraform. The detailed explanation of the different authentication methods and examples is very helpful. I appreciate you taking the time to put t...

  • 1 kudos
Yogic24
by Valued Contributor II
  • 1918 Views
  • 0 replies
  • 0 kudos

Reading modes in spark

Hello Everyone, 3 type of reading mode into pyspark:1.Permissive Mode : its a default mode. if spark is not able to parse it due to dattype mismatch then make it as null without impacting other result, i.e only issue record are null others are fine.2...

  • 1918 Views
  • 0 replies
  • 0 kudos
Ajay-Pandey
by Esteemed Contributor III
  • 559 Views
  • 0 replies
  • 0 kudos

Lakehouse Monitoring GA: Profile, diagnose, and enforce data quality

Lakehouse Monitoring provides automated profiling and a dashboard that visualizes trends and anomalies over time. Track key metrics such as data volume, percent nulls, numerical distribution changes, and categorical distribution. For inference tables...

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Knowledge Sharing Hub
Lakehouse
monitoring
Unity Catalog
  • 559 Views
  • 0 replies
  • 0 kudos
himoshi
by New Contributor II
  • 2126 Views
  • 2 replies
  • 0 kudos

Error code 403 - Invalid access to Org

I am trying to make a GET /api/2.1/jobs/list call in a Notebook to get a list of all jobs in my workspace but am unable to do so due to a 403 "Invalid access to Org" error message. I am using a new PAT and the endpoint is correct. I also have workspa...

  • 2126 Views
  • 2 replies
  • 0 kudos
Latest Reply
Walter_C
Databricks Employee
  • 0 kudos

Hello, this API you are running is to the same workspace where you are currently located? Are you using classic compute or user Serverless compute? In case it is serverless can you test it with classic? Also may I know on which region and which cloud...

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Ajay-Pandey
by Esteemed Contributor III
  • 589 Views
  • 2 replies
  • 3 kudos

Resolved! Observability for materialized views and streaming tables

You can now view a materialized view/streaming table's refresh information and schedules from the Catalog Explorer page. 

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  • 589 Views
  • 2 replies
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Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 3 kudos

Thank you for sharing this valuable information with the community! @Ajay-Pandey This will surely help many users manage their data workflows more efficiently. We appreciate your contribution and encourage more insights like this. 

  • 3 kudos
1 More Replies
Ajay-Pandey
by Esteemed Contributor III
  • 1977 Views
  • 1 replies
  • 4 kudos

Best Practices for Utilizing Databricks Asset Bundles

Best practices for utilizing Databricks Asset Bundles effectively streamline your data and AI projects, ensuring they are robust, scalable, and maintainable. Here are some key practices to consider:1. Version Control: Always maintain a versioned hist...

Knowledge Sharing Hub
data engineering
databricks bundle
databricks cicd
  • 1977 Views
  • 1 replies
  • 4 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 4 kudos

Thank you for sharing these best practices. @Ajay-Pandey We appreciate your contribution to helping the community members streamline their projects effectively. 

  • 4 kudos
Rishabh-Pandey
by Esteemed Contributor
  • 1217 Views
  • 2 replies
  • 4 kudos

Resolved! DLT pipeline development made simple with notebooks

We’re just a couple weeks removed from the biggest Data + AI Summit in history, where we introduced Databricks LakeFlow, a unified, intelligent solution for data engineering. While we are hard at work evolving DLT and Workflows into the new unified s...

  • 1217 Views
  • 2 replies
  • 4 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 4 kudos

Hi @Rishabh-Pandey  Thank you for sharing this insightful update! We're thrilled to see your enthusiasm for the latest enhancements to the DLT development experience. Please keep sharing your experiences and insights with the community. Thanks,Rishab...

  • 4 kudos
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Ajay-Pandey
by Esteemed Contributor III
  • 1243 Views
  • 1 replies
  • 1 kudos

Resolved! Databricks SQL fixes

Added support for customizing scatter point size and opacity in AI/BI dashboards.Improved interactivity in displaying tooltips when hovering over pie, scatter, and heatmap charts with many data points.AI/BI dashboard widgets created by Databricks Ass...

Knowledge Sharing Hub
Databricks
sql
sqlwarehouse
  • 1243 Views
  • 1 replies
  • 1 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 1 kudos

Thank you for sharing the updates on fixes @Ajay-Pandey . 

  • 1 kudos
Yogic24
by Valued Contributor II
  • 2223 Views
  • 1 replies
  • 3 kudos

What is Accumulators and Broadcast Variables

1) Accumulators: Accumulators are used to implement counters and sum in Spark applications.Accumulators allow you to aggregate values from tasks running on worker nodes back to the driver program. They provide a way for tasks to incrementally update ...

  • 2223 Views
  • 1 replies
  • 3 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 3 kudos

Thank you for sharing this @Yogic24 . I am sure it will help other community members.

  • 3 kudos
Yogic24
by Valued Contributor II
  • 800 Views
  • 1 replies
  • 3 kudos

Why we are using shared variables into spark?

Hello Databricks Community!I am excited to share my first blog post with you all. This is a small and basic introduction to the concept of shared variables in Apache Spark. I hope this post will help those who are new to Spark understand why shared ...

  • 800 Views
  • 1 replies
  • 3 kudos
Latest Reply
Rishabh_Tiwari
Databricks Employee
  • 3 kudos

Hi @Yogic24 , Welcome to the Databricks Community! Thank you for sharing your first blog post with us, I am sure it will help our community members. Thank you for your contribution and support!   Thanks,Rishabh

  • 3 kudos

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