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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,...

881 Posts

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

199 Posts

Get Started Discussions

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

2727 Posts

Activity in Community Discussions

lance-gliser
by > New Contributor
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Databricks apps - Volumes and Workspace - FileNotFound issues

I have a Databricks App I need to integrate with volumes using local python os functions. I've setup a simple test:  def __init__(self, config: ObjectStoreConfig): self.config = config # Ensure our required paths are created ...

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Latest Reply
SarahA
New Contributor II
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I would also like to see some responses to this problem.

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8 More Replies
PavanDasa
by > Visitor
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  • 1 replies
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Certificate not received even after 5 days of exam completion

Hi Team,I haven't received the digital credentials even after 5 days of completion the data engineer associate certification successfully.Need help on this.Thank you

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

Hello @PavanDasa, Please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provide them with your email address so that they can look up your account (it ...

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Anonym40
by > New Contributor II
  • 23 Views
  • 2 replies
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Ingesting data from APIs

Hi, I need to ingest some data available at API endpoint. I was thinking of this option - 1. make API call from Notebook and save data to ADLS2. use AutoLoader to load data from ADLS location. But then, i have some doubts - like I can directly write ...

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Latest Reply
Raman_Unifeye
Contributor III
  • 1 kudos

@Anonym40 - its generally a good idea to break the direct API calls to your rest of the data pipeline. By staging the data to ADLS, you are protecting your downstream to upstream processes and getting more restartability/maintenance in your e2e flow....

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1 More Replies
ymmmm
by > New Contributor
  • 75 Views
  • 6 replies
  • 1 kudos

Account reset and loss of access to paid Databricks Academy Labs subscription

Hello,I am facing an issue with my Databricks Academy account.During a normal sign-in using my usual email address, I was asked to re-enter my first and last name, as if my account was being created again. After that, my account appeared to be reset,...

  • 75 Views
  • 6 replies
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Latest Reply
ymmmm
New Contributor
  • 1 kudos

Thank you for your support and tour help

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5 More Replies
jlancaster86
by > New Contributor
  • 245 Views
  • 3 replies
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Can't find zip file for "Get Started with Databricks Free Edition"

Hi, all. I'm getting stuck on the second step of the "Get Started with Databricks Free Edition" course. It's obviously instructing me to download a zip file from a GitHub repository, but there is no link provided for the repository. What am I missing...

  • 245 Views
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Latest Reply
Advika
Community Manager
  • 2 kudos

Update: The course instructions have now been updated. You can find the required ZIP file in the Repository section at the bottom of the lesson page.Apologies for the inconvenience, @jlancaster86 & @zwilk.

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Hubert-Dudek
by Databricks MVP
  • 59 Views
  • 1 replies
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Databricks Advent Calendar 2025 #18

Automatic file retention in the autoloader is one of my favourite new features of 2025. Automatically move cloud files to cold storage or just delete.

2025_18.png
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Thanks for sharing @Hubert-Dudek ! That's a really great feature. It simplified a lot data maintenance process at one of my clients

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Prathy
by > New Contributor
  • 85 Views
  • 2 replies
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AWS & Databricks Registration Issue

I have created both AWS and Databricks account but I cannot move to further steps in aws marketplace (configure and launch section)

Screenshot 2025-12-18 154546.png Screenshot 2025-12-18 151247.png
  • 85 Views
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Latest Reply
Advika
Community Manager
  • 3 kudos

Hello @Prathy!Also, please check out this video: https://www.youtube.com/watch?v=uzjHI0DNbbsRefer to the deck linked in the video’s description (https://drive.google.com/file/d/1ovZd...) and check slide no. 16, titled “Linking AWS to your Databricks ...

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Mohanraj_Kandha
by > New Contributor
  • 78 Views
  • 2 replies
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unable to read file in workspace/user in free edition

I am unable to read the file in workspace/user in free edition, it was actually possible few weeks back but now it throws this error"[FAILED_READ_FILE.NO_HINT] Error while reading file dbfs:REDACTED_LOCAL_PART@outlook.com/BigMartSales.csv. SQLSTATE: ...

  • 78 Views
  • 2 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 3 kudos

Yes, in Free Edition dbfs is disabled. If you want to upload your own files just create a managed volume in Unity Catalog. 

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1 More Replies
kkirtigoel
by > New Contributor
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  • 1 replies
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Done the certification, but not received my badge

Hi Databricks Team,I have completed my AI Agentic Fundamental certificate course today and haven't received my badge for the same. Can you guys help me for this.

  • 72 Views
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Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @kkirtigoel, It can take up to 48 hours for badges/ certificates to be issued. Also please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provide...

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greengil
by > New Contributor II
  • 413 Views
  • 10 replies
  • 2 kudos

Create function issue

Hello - I am following some online code to create a function as follows:-----------------------------------------CREATE OR REPLACE FUNCTION my_catalog.my_schema.insert_data_function(col1_value STRING,col2_value INT)RETURNS BOOLEANCOMMENT 'Inserts dat...

  • 413 Views
  • 10 replies
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Latest Reply
iyashk-DB
Databricks Employee
  • 2 kudos

In UC, the functions must be read-only; they cannot modify state (no INSERT, DELETE, MERGE, CREATE, VACUUM, etc). So I tried to create a PROCEDURE and call it; I was able to insert data into the table successfully. Unity Catalog tools are really jus...

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Hubert-Dudek
by Databricks MVP
  • 57 Views
  • 0 replies
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Databricks Advent Calendar 2025 #17

Replacing records for the entire date with newly arriving data for the given date is a typical design pattern. Now, thanks to simple REPLACE USING in Databricks, it is easier than ever! 

2025_17.png
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Deelaka98
by > New Contributor
  • 87 Views
  • 1 replies
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My Databricks Fundamentals Accreditation badge didn't receive

I have completed Databricks Fundamentals Accreditation, but I haven't received the certification badge.Below attached here the certification, and my email address is: deelakawalagama@outlook.com.Also, I would like to add this badge to my LinkedIn pro...

2308_3_1356098_1765926433_Databricks - Generic.jpg
  • 87 Views
  • 1 replies
  • 1 kudos
Latest Reply
cert-ops
Databricks Employee
  • 1 kudos

Hello @Deelaka98 ,  Please check your credentials here. Please note that we cannot provide support via community (it is not advised that you post your email address here in community). Thanks & Regards,@cert-ops

  • 1 kudos
Zr50
by > New Contributor
  • 101 Views
  • 1 replies
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Voucher For Data Engineer Associate Exam

Hi, I’m preparing for the Databricks Certified Data Engineer Associate exam.Could you please let me know how I can get a voucher or discount code for the exam?Are there any ongoing events, trainings, or promotions that provide vouchers?Thanks in adva...

  • 101 Views
  • 1 replies
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Latest Reply
Advika
Community Manager
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Hello @Zr50! Databricks offers 50% certification vouchers during its Learning Festival events.The upcoming Learning Festival is scheduled for January 9 – 30, 2026, where you can earn a discount voucher.You can find more details here: Self-Paced Learn...

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Hubert-Dudek
by Databricks MVP
  • 173 Views
  • 2 replies
  • 3 kudos

Databricks Advent Calendar 2025 #11

Real-time mode is a breakthrough that lets Spark utilize all available CPUs to process records with single-millisecond latency, while decoupling checkpointing from per-record processing.

2025_11.png
  • 173 Views
  • 2 replies
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Latest Reply
Raman_Unifeye
Contributor III
  • 3 kudos

useful one

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1 More Replies
Hubert-Dudek
by Databricks MVP
  • 71 Views
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Databricks Advent Calendar 2025 #16

For many data engineers who love PySpark, the most significant improvement of 2025 was the addition of merge to the dataframe API, so no more Delta library or SQL is needed to perform MERGE. p.s. I still prefer SQL MERGE inside spark.sql()

2025_16.png
  • 71 Views
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