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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

iptkrisna
by New Contributor III
  • 6437 Views
  • 2 replies
  • 1 kudos

Clear Cache From a Notebook, not from a Cluster

Hi, I'm running all my jobs on one big cluster, I'm just concerned is there a solution on how we could clear cache resulted by a notebook in the end of the job when its done? hence it does not causing any memory problem sometime from one to another, ...

  • 6437 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @krisna math​ We haven't heard from you since the last response from @Debayan Mukherjee​ â€‹, and I was checking back to see if her suggestions helped you.Or else, If you have any solution, please share it with the community, as it can be helpful to...

  • 1 kudos
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sree1567
by New Contributor II
  • 1573 Views
  • 1 replies
  • 1 kudos

Azure-EventHub Schema Registry with Spark-Scala

Hi all,Is there a way to consume the schemas from schema registry defined in Azure EventHub using apache spark and scala.

  • 1573 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @sreeranjani thevan​ Great to meet you, and thanks for your question!Let's see if your peers in the community have an answer to your question. Thanks.

  • 1 kudos
PearceR
by New Contributor III
  • 7954 Views
  • 1 replies
  • 2 kudos

try and except in DLT pipelines

Good Morning,I am having some issues with my DLT pipeline. I have a scenario where I am loading in bronze-silver tables programatically from a SQL database (each row corresponds to a table to create). This leaves me in a situation where sometimes onl...

  • 7954 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Robert Pearce​  Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 2 kudos
Kaijser
by New Contributor II
  • 2661 Views
  • 1 replies
  • 2 kudos

Installing private python Azure DevOps repository without revealing personal access token in pyproject.toml

I want to install a .whl file on my Databricks cluster which includes a private Azure DevOps repository as a dependency in its pyproject.toml file, i.e.:[project] name = "test" description = "test_description." version = "0.1.0" authors = [ { name ...

  • 2661 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Aaron Kaijser​  Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 2 kudos
iptkrisna
by New Contributor III
  • 1701 Views
  • 1 replies
  • 2 kudos

Jobs Data Pipeline Runtime Increase Significantly

Hi, I am facing an issue where one of my jobs taking so long since certain time, previously its only needs less than 1 hour to run a batch job that load json data and do a truncate and load to a delta table, but since june 2nd, it become so long that...

  • 1701 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @krisna math​  Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 2 kudos
Rajesh_P
by New Contributor II
  • 1719 Views
  • 1 replies
  • 1 kudos

Does JDBC and ODBC connection to Databricks Cluster or SQL Warehouse encrypted?

Hello, our consumers (Dell Boomi and other apps) needs data from Databricks. Databricks provides JDBC and ODBC drivers. Does JDBC and ODBC connection to Databricks Cluster or SQL Warehouse encrypted? I am talking about the data in-transit between Dat...

  • 1719 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Rajesh Paul​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 1 kudos
opt
by New Contributor
  • 1667 Views
  • 1 replies
  • 1 kudos

how to execute "Build your Chat Bot with Dolly Demo" in my own VM?

I am trying to execute Build your Chat Bot with Dolly Demo using my own VM. At the first steps they are executing this command %run ./_resources/00-init $catalog=hive_metastore $db=dbdemos_llm  which is -as I understand- calling another python script...

  • 1667 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @alaa migdady​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 1 kudos
Sandesh87
by New Contributor III
  • 3753 Views
  • 1 replies
  • 2 kudos

apply a function across multiple smaller dataframes created from one big dataframe in scala

The dataframe 'big_df' looks like the below| id| index| timestamp||:---- |:------:| -----:|| abc| 1| 11:00:00|| abc| 1| 11:00:10|| abc| 1| 11:00:20|| abc| 1| 11:00:30|| abc| 1| 11:00:40|| abc| 1| 11:00:50|| abc| 2| 11:01:00|| abc| 2| 11:01:10|| abc| ...

  • 3753 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Sandesh Puligundla​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 2 kudos
spabba
by New Contributor II
  • 1813 Views
  • 1 replies
  • 2 kudos

How to change databricks email alert notifications subject line?

Currently, our email notification subject shows for error in below format:<[AWS Account]> Error in run <RUN ID> of <Job Name>In our current databricks environment we have multiple environment jobs such as Dev/QA/UAT/Prod and it is very hard for us to...

  • 1813 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Sanath Pabba​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 2 kudos
Being_Bane
by New Contributor
  • 1657 Views
  • 1 replies
  • 1 kudos

Alternative to the inbuilt Scan method of the Databricks SDK for Golang

The implementation of Scan method in the Databricks SDK .If the default value of any column is NULL, in that case the Scan method return exception.What can we use as the alternative to this?While implementing the logic with Scan method as per the doc...

Screenshot 2023-06-07 at 9.43.34 PM Screenshot 2023-06-08 at 11.31.17 AM
  • 1657 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Shivansh Bhatnagar​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 1 kudos
Being_Bane
by New Contributor
  • 1749 Views
  • 1 replies
  • 0 kudos

Alternative to Scan method in Databricks SDK for Golang

We want to fetch multiple rows/records with 100+ columns(that are dynamic as per the request) but in the doc the way shown is to scan each column(through Scan method) one by one rather scanning the complete object at once which is making it very tedi...

Screenshot 2023-06-07 at 5.34.35 PM
  • 1749 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Shivansh Bhatnagar​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 0 kudos
Saurabh707344
by New Contributor III
  • 19331 Views
  • 1 replies
  • 1 kudos

Platform and Approach Comparison

Do anyone have structure and crisp comparison between benefits of performing MLOps using below ways and what are the strong areas of each platform:a) Standalone Databricks where all pipelines and orchestration done on Databricks and external third pa...

  • 19331 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Saurabh Singh​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 1 kudos
luiso
by New Contributor
  • 1176 Views
  • 1 replies
  • 0 kudos
  • 1176 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Luis Lopez​ Great to meet you, and thanks for your question! Let's see if your peers in the community have an answer to your question. Thanks.

  • 0 kudos
DB_795688_DB_44
by New Contributor II
  • 2952 Views
  • 4 replies
  • 2 kudos

error: at least one column must be specified for the table.

error: at least one column must be specified for the table.

  • 2952 Views
  • 4 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @anand R​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so we ca...

  • 2 kudos
3 More Replies
selvakumar092
by New Contributor II
  • 9397 Views
  • 5 replies
  • 0 kudos

Resolved! Incremental Load without Last Modified Date and Primary Key field in Azure Data Factory to create bronze data in data bricks

 I am trying to do incremental load in azure data factory. Most of the tables in the Oracle database doesn't have last modified date and Primary key column. Is there any way to do incremental loading without last modified date and primary key column?

  • 9397 Views
  • 5 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Selva Kumar Ponnusamy​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please te...

  • 0 kudos
4 More Replies

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