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Forum Posts

Ajay-Pandey
by • Databricks MVP
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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...

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Mot
by • New Contributor II
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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. 

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Mot
New Contributor II
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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 • Databricks MVP
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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...

Community Articles
Databricks
Terraform
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Latest Reply
RishabhTiwari07
Community Manager
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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...

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Yogic24
by • Valued Contributor II
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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...

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Ajay-Pandey
by • Databricks MVP
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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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Community Articles
Lakehouse
monitoring
Unity Catalog
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Ajay-Pandey
by • Databricks MVP
  • 2594 Views
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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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RishabhTiwari07
Community Manager
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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. 

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Ajay-Pandey
by • Databricks MVP
  • 7373 Views
  • 1 replies
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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...

Community Articles
data engineering
databricks bundle
databricks cicd
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Latest Reply
RishabhTiwari07
Community Manager
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Thank you for sharing these best practices. @Ajay-Pandey We appreciate your contribution to helping the community members streamline their projects effectively. 

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AhmedAlnaqa
by • Contributor
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Enhancements: Markdown Easy Editor

Dears,This idea is to bring the HTML editor to our markdown cells in notebook, this will help the developers add comments and note in fast and easy way.Thanks

markdown editor.png
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Rishabh-Pandey
by • Databricks MVP
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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...

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Latest Reply
RishabhTiwari07
Community Manager
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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...

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Ajay-Pandey
by • Databricks MVP
  • 3228 Views
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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...

Community Articles
Databricks
sql
sqlwarehouse
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Latest Reply
RishabhTiwari07
Community Manager
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Thank you for sharing the updates on fixes @Ajay-Pandey . 

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Yogic24
by • Valued Contributor II
  • 10861 Views
  • 1 replies
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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 ...

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Latest Reply
RishabhTiwari07
Community Manager
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Thank you for sharing this @Yogic24 . I am sure it will help other community members.

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Yogic24
by • Valued Contributor II
  • 2858 Views
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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 ...

Community Articles
data engineer
  • 2858 Views
  • 1 replies
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Latest Reply
RishabhTiwari07
Community Manager
  • 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

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Yogic24
by • Valued Contributor II
  • 2711 Views
  • 2 replies
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knowledge sharing

Hello Databricks Community,I hope this message finds you well.My name is Yogita, and I am excited to announce that I have started sharing knowledge and insights on various Spark scenarios and theoretical questions on linkdin platform. My aim is to cr...

  • 2711 Views
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Latest Reply
Sujitha
Databricks Employee
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Hi @Yogic24 , that's fantastic! Please share your blogs in this space so fellow data practitioners can benefit.

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