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Start your journey with Databricks by joining discussions on getting started guides, tutorials, and introductory topics. Connect with beginners and experts alike to kickstart your Databricks experience.
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Mey
by New Contributor II
  • 1035 Views
  • 3 replies
  • 3 kudos

Resolved! CDC / Event Driven Data Ingestion

Hello Guys,I am planning to implement Event Driven Data Ingestion from Bronze -> Silver -> Gold layer in my project. Currently we are having batch processing approach for our data ingestion pipelines. We have decided to move away from batch process t...

  • 1035 Views
  • 3 replies
  • 3 kudos
Latest Reply
KartikBhatnagar
New Contributor III
  • 3 kudos

Hi Mey,Please also consider databrick file arrival trigger for your event driven data ingestion journey.https://docs.databricks.com/aws/en/jobs/file-arrival-triggersRegards, Kartik  

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Brahmareddy
by Esteemed Contributor II
  • 1038 Views
  • 2 replies
  • 4 kudos

A Smarter Approach to Data Quality Monitoring

For a long time, data quality has been one of the most painful parts of data engineering.Most of us have written rules and thresholds that looked correct but didn’t reflect how data was actually used. We ended up with too many alerts that didn’t matt...

  • 1038 Views
  • 2 replies
  • 4 kudos
Latest Reply
KartikBhatnagar
New Contributor III
  • 4 kudos

agentic data quality monitoring is a focused approach for what really matters...

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patojo94
by New Contributor II
  • 4957 Views
  • 2 replies
  • 2 kudos

Stream failure JsonParseException

Hi all! I am having the following issue with a couple of pyspark streams. I have some notebooks running each of them an independent file structured streaming using  delta bronze table  (gzip parquet files) dumped from kinesis to S3 in a previous job....

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Photon
streaming aggregations
  • 4957 Views
  • 2 replies
  • 2 kudos
Latest Reply
sarahmorgan
New Contributor II
  • 2 kudos

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AnneEst
by Databricks Partner
  • 604 Views
  • 1 replies
  • 1 kudos

Resolved! Databricks Spatial SQL - examples and tutorials?

Hello,I recently learned about Databricks being now able to handle geospatial data. With my background in geospatial, that got me curious for sure I was wondering if anybody has used examples, maybe a tutorial, to learn about geospatial in databricks...

  • 604 Views
  • 1 replies
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pradeep_singh
Contributor III
  • 1 kudos

HI @AnneEst I havent played around with spatial data but if I had to i would start with these two blogs . https://www.databricks.com/blog/introducing-spatial-sql-databricks-80-functions-high-performance-geospatial-analyticshttps://www.databricks.com/...

  • 1 kudos
whatthefee
by New Contributor
  • 475 Views
  • 1 replies
  • 1 kudos

Resolved! Suddenly unable to load csv in Community Edition

Hi there, I have be experimenting with some notebooks in the community edition workspace. I have a notebook which loads a .csv file from the same location where the notebook is saved. I have a separate notebook where this was working before, but sudd...

whatthefee_0-1770522803156.png whatthefee_0-1770523075333.png
  • 475 Views
  • 1 replies
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Latest Reply
Louis_Frolio
Databricks Employee
  • 1 kudos

Hey @whatthefee , quick clarification here. You’re on Free Edition, not Community Edition (Community Edition has been retired). Can you confirm whether those screenshots are from Free Edition, or from the legacy Community Edition environment (which w...

  • 1 kudos
Pranav_jha
by Databricks Partner
  • 15665 Views
  • 17 replies
  • 6 kudos

Unable to Login - Account Verification Loop

I'm having trouble logging in to my Databricks account at databricks.com. Here's what happens:I enter my email address and password.I receive an account verification code via email.I enter the verification code on the login page.Instead of logging me...

  • 15665 Views
  • 17 replies
  • 6 kudos
Latest Reply
dbs_user
New Contributor II
  • 6 kudos

I have same problems. I selected sign up and click Microsoft account (in my case) then it redirects me to MFA then it works. I was using "Sign in" and it keeps asking password and MFA but when I typed, it does not work. It is weird.

  • 6 kudos
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Thomas_Aimiuwu
by New Contributor III
  • 679 Views
  • 3 replies
  • 4 kudos

Resolved! External Location Credential External,External table

can External Location Credential or External and External table be created in free databricks edition 

  • 679 Views
  • 3 replies
  • 4 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 4 kudos

Hi @Thomas_Aimiuwu ,Yes, it should be possible. Check below LinkedIn article:Adding Free Storage to your Free Databricks Account | LinkedIn

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tarunnagar
by Contributor
  • 2565 Views
  • 5 replies
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Best Development Strategies for Building Reusable Data Engineering Components in Databricks

I’m looking to gather insights from data engineers, architects, and developers who have experience building scalable pipelines in Databricks. Specifically, I want to understand how to design, implement, and manage reusable data engineering components...

  • 2565 Views
  • 5 replies
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Latest Reply
wesleyfelipe
Contributor
  • 0 kudos

Hi Tarunnagar!I've worked on a few projects where we leveraged shared libraries to accelerate and standardize notebook development. Such libraries were developed in Python and were available for users on their workspaces via Databricks Git Folders. B...

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gokkul
by Databricks Partner
  • 815 Views
  • 1 replies
  • 1 kudos

Resolved! How to use databricks model serving endpoint with databricks application ?

Hi DB Community ,I have a databricks streamlit application that is viewing and inserting data into lakebase postgres database tables . Now I want to modernise this and implement databricks gen ai models . So instead of giving/selecting inputs , users...

  • 815 Views
  • 1 replies
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szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @gokkul ,Check below databricks apps cookbook docs. The idea is to use databricks sdk inside databricks apps (or any other application) to invoke a model. So your app can ask user for an input and then pass it internally to serving_endpoints.query...

  • 1 kudos
liu
by Databricks Partner
  • 437 Views
  • 1 replies
  • 2 kudos

Resolved! Renaming a folder causes associated Jobs to lose the notebook paths

Renaming a folder causes associated Jobs to lose the notebook paths. Is this a deliberate design choice based on some purpose, or just a system limitation?

  • 437 Views
  • 1 replies
  • 2 kudos
Latest Reply
pradeep_singh
Contributor III
  • 2 kudos

it’s expected. Jobs reference notebooks by absolute workspace path today, so when you rename or move a folder, that path changes and the job won’t automatically update—runs will fail until you edit the task to point at the new path.What you can do .U...

  • 2 kudos
Vipinjha1985
by New Contributor
  • 412 Views
  • 1 replies
  • 1 kudos

Resolved! Unable to Access Code in Databricks Community Edition

Hi, I have been using Databricks Community Edition for a long time, but I’m currently unable to see my code in my Community account. Could you please help me check if my code can be restored?

  • 412 Views
  • 1 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @Vipinjha1985 ,Unfortunately, Databricks Community Editon has been shutdown at January 1, 2026. So there's no way to restore your content. From now on you should use Free Edition.PSA: Community Edition retires on January 1, 2026.... - Databricks C...

  • 1 kudos
Sathya_7
by New Contributor II
  • 1357 Views
  • 4 replies
  • 0 kudos

Resolved! [Simba][ThriftExtension] (14) Unexpected response from server during a HTTP connection: SSL_connect:

Hi everyone,I’m trying to create an ODBC connection to Databricks using the Simba ODBC driverand I’m getting the following error when testing the connection:FAILED![Simba][ThriftExtension] (14) Unexpected response from server during a HTTP connection...

  • 1357 Views
  • 4 replies
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Latest Reply
Sathya_7
New Contributor II
  • 0 kudos

Hi everyone,Sorry for the confusion in my earlier message — I mistakenly mentioned SSO.To clarify, the authentication method I’m actually using is Username and Password. 

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tarunnagpal
by Databricks Partner
  • 2807 Views
  • 3 replies
  • 3 kudos

Snowflake to Databricks migration

We are working on a proposal for our existing customer to migrate approximately 500 tables and the associated business logic from Snowflake to Databricks. The business logic is currently implemented using stored procedures, which need to be converted...

  • 2807 Views
  • 3 replies
  • 3 kudos
Latest Reply
thelogicplus
Contributor II
  • 3 kudos

@tarunnagpal @MariuszK  if you want to migrate snowflake to databrick use Travinto Conversion tool   or if you want to create your own automation use How to Automate Snowflake to databricks  from TheLogicplus.com

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Phani1
by Databricks MVP
  • 5459 Views
  • 8 replies
  • 0 kudos

Talend ETL code to Databricks

Hi Team,What is the best way to transfer Talend ETL code to Databricks and what are the best methods/practices for migrating Talend ETL's to Databricks (notebook, code conversion/migration strategy, workflow's etc)?Regards,Janga

  • 5459 Views
  • 8 replies
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Latest Reply
pradeep_singh
Contributor III
  • 0 kudos

Bladebridge had a support for Talend to Databricks conversion but since its acquired by databricks and rebranded as Lakebridge we dont have that support anymore ( Lakebridge for some reason doesn support Talend ). You might want to contact your Datab...

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Brahmareddy
by Esteemed Contributor II
  • 698 Views
  • 2 replies
  • 5 kudos

Invitation to the Databricks Developer Community on Medium

Hi All,We are starting a new Databricks Developer Community publication on Medium, and this is a warm invitation to every Databricks professional, developer, and aspirant who believes in learning by sharing.We are doing this because Databricks learni...

  • 698 Views
  • 2 replies
  • 5 kudos
Latest Reply
Brahmareddy
Esteemed Contributor II
  • 5 kudos

Thanks @Louis_Frolio . Let us do it better together.

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