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Engage in vibrant discussions covering diverse learning topics within the Databricks Community. Explore learning resources, share insights, and collaborate with peers to enhance your skills in data engineering, machine learning, and more.
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Certifications

Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...

829 Posts

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Explore discussions on Databricks training programs and offerings within the Community. Get insights...

185 Posts

Get Started Discussions

Start your journey with Databricks by joining discussions on getting started guides, tutorials, and ...

2652 Posts

Activity in Community Discussions

Rajeshwar_Reddy
by > New Contributor II
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ODBC connection issue Simba 64 bit

Hello AllAm getting the below error when trying to create ODBC DSN Simba 64 in local system to connect Databricks Server using the token and enabled SSL System trust store & Thrift Transport: HTTP.any helping hand really appreciated . [Simba][ThriftE...

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DougJames
New Contributor II
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Solved for my case. Still not sure why/how it was working on one server but not the other.Final fix was to add HTTPPath value to the Connection String I listed above.

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viniciuscini
by > New Contributor
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Improve query performance of direct query with Databricks

I’m building a dashboard in Power BI’s Pro Workspace, connecting data via Direct Query from Databricks (around 60 million rows from 15 combined tables), using a SQL Serverless (small size and 4 clusters).The problem is that the dashboard is taking to...

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ArekKemp
Visitor
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@viniciuscini have you managed to get it working well for you?

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Rezakorehi
by > New Contributor II
  • 401 Views
  • 7 replies
  • 11 kudos

Unity catalogues - What would you do

If you were creating Unity Catalogs again, what would you do differently based on your past experience?

  • 401 Views
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 11 kudos

@nayan_wylde no don't do that hehe. It was example of extreme approach. Usually use catalog to separate environment + in enterprises to separate divisions like customer tower, marketing tower, finance tower etc

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sjujjuru
by > Visitor
  • 56 Views
  • 2 replies
  • 1 kudos

REGARD COPOUN CODE

After completing all the relevant courses for the certification, I haven’t received the coupon code yet.

  • 56 Views
  • 2 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 1 kudos

Wait till 15th November if you still have no voucher open support ticket,

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1 More Replies
YuriS
by > New Contributor II
  • 280 Views
  • 3 replies
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Resolved! How to reduce data loss for Delta Lake on Azure when failing from primary to secondary regions?

Let’s say we have big data application where data loss is not an option.Having GZRS (geo-zone-redundant storage) redundancy we would achieve zero data loss if primary region is alive – writer is waiting for acks from two or more Azure availability zo...

  • 280 Views
  • 3 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 1 kudos

Databricks is working on improvements and new functionality related to that. For now, the only solution is a DEEP CLONE. You can run it more frequently or implement your own replication based on a change data feed. You could use delta sharing for tha...

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Hubert-Dudek
by Esteemed Contributor III
  • 47 Views
  • 1 replies
  • 2 kudos

Databricks Free Edition Performance Test

How much time does it take to ingest two billion rows using the free databricks edition?https://www.databricks.com/blog/learn-experiment-and-build-databricks-free-edition

blogpost.png
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Thanks for sharing @Hubert-Dudek . Really cool idea to test performance of free edition

  • 2 kudos
VamsiDatabricks
by > New Contributor
  • 88 Views
  • 2 replies
  • 1 kudos

Delta comparison architecture using flatMapGroupsWithState in Structured Streaming

 I am designing structured streaming job in Azure data bricks(using Scala) which will consume messages from two event hubs, lets call them source and target.I would like your feedback on below flow, whether it is will survive the production load and ...

  • 88 Views
  • 2 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 1 kudos

It is hard to understand what the source is and what the target is. Some charts could be useful. Also, information on how long the state is kept. My solution usually is:- Use declarative lakeflow pipelines if possible (dlt) - if not, consider handlin...

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kasinathanrames
by > New Contributor
  • 4660 Views
  • 8 replies
  • 13 kudos

Free Certification voucher

looking for free certification voucher

  • 4660 Views
  • 8 replies
  • 13 kudos
Latest Reply
ajay0861
New Contributor II
  • 13 kudos

how to get 50% free voucher

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7 More Replies
Cert-Team
by Databricks Employee
  • 17633 Views
  • 1 replies
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Minimize the risk of your exam getting suspended - Tip #1

The number one cause of exam suspensions is loss of video feed. This is often because your computer is not set up right for taking an online proctored exam. Before launching an exam, make sure the computer you are using meets the technical requiremen...

  • 17633 Views
  • 1 replies
  • 2 kudos
Latest Reply
ava951rob
New Contributor
  • 2 kudos

Hello,That's a great tip! Losing video feed sounds like a major headache. I'll definitely run the Kryterion System Check a few days before my online proctored exam to make sure my setup is good to go.

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Mailendiran
by > New Contributor III
  • 293 Views
  • 6 replies
  • 4 kudos

Resolved! Databricks partner Tech Summit FY26 access

I'm trying to access the recordings of Partner Tech Summit FY26 which happened a month back. It says lobby is closed.Is there any other way i can access the recordings. I'm yet to watch the day 2 sessions.

  • 293 Views
  • 6 replies
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Latest Reply
Mailendiran
New Contributor III
  • 4 kudos

Hi @saurabh18cs , check link shared by @Advika . Make sure you are logged in using partner account.Link - https://partner-academy.databricks.com/learn/catalog/view/168SS: 

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egor
by > New Contributor
  • 240 Views
  • 4 replies
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serialized_dashboard

I have a dashboard.json file, for example: {select * from ${{var.table_name}}}. I have job.yml and section serialized_dashboard there? bcs my job runs parallel with dashboard. Can I use variables in databrics.yml if I define the table_variable variab...

  • 240 Views
  • 4 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 5 kudos

I currently use the parameter inside IDENTIFIER(:schema || 'my_table') and the 'bundle scripts' feature to perform substitutions, but I hope for better support soon.

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guidotognini
by > New Contributor
  • 108 Views
  • 1 replies
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Missed the certification exam schedule - Reschedule is required

Hi Team, @data_help @helpdesk I have missed the certification exam schedule. I thought it is 8h15PM instead of 8h15AM. Is there a possibility this can be reschedule to today anytime or tomorrow?Thanks in advance for your comments.Regards,Guido Tognin...

  • 108 Views
  • 1 replies
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Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @guidotognini,Sorry to hear you missed your exam window. Please file a ticket with our support team so they can review the case and determine next steps.Thanks & Regards,@cert-ops

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BenBricks
by > New Contributor III
  • 245 Views
  • 4 replies
  • 5 kudos

Resolved! Need help understanding Databricks

Hi,I come from a traditional ETL background and am having trouble understanding some of the cloud hyper scalar features and use cases.I understand Databricks is hosted on a cloud providers. I see the cloud providers have their own tools for ETL, ML/A...

  • 245 Views
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  • 5 kudos
Latest Reply
BenBricks
New Contributor III
  • 5 kudos

Thanks a lot Gema. For the detailed and meticulous answers.I guess I have to unlearn and relearn everything starting today. 

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pgopi
by > New Contributor
  • 122 Views
  • 1 replies
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Need help in how to switch the from PDF slides to videos

Hi Everyone,I’m currently preparing for the Databricks Data Engineer Associate certification. I’m able to view the PDF slides, but I’m not able to access the videos. Could someone please suggest how to switch from the PDF slides to the video lessons?...

  • 122 Views
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Latest Reply
Advika
Databricks Employee
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Hello @pgopi! Databricks Academy is transitioning its self‑paced content from video lessons to PDF slides. If you’d like a more interactive experience with video lectures and live Q&A, I recommend the instructor‑led “Data Engineering with Databricks”...

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r_ramsen
by > New Contributor
  • 162 Views
  • 1 replies
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Databricks exam got suspended , Need urgent help

Hello Team , I faced few challenges while attempting my certification exam , the exam got paused two times when approximately 11 minutes were left for my exam to get over. I got a pop-up message which contained the message "There's eye movement". The...

  • 162 Views
  • 1 replies
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Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @r_ramsen ,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community (it is not advised that you post your email address here in c...

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