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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

elgeo
by • Valued Contributor II
  • 2514 Views
  • 1 replies
  • 2 kudos

Moving data to a delta table keeping the old surrogate ids intact

Hello experts! We have a table in our current system that we need to move it (one-off) to a delta in Databricks keeping its Ids (surrogate keys) intact. We think to of the following steps: 1. create a new delta table with a "BIGINT GENERATED BY DEFAU...

  • 2514 Views
  • 1 replies
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Latest Reply
lizou
Contributor III
  • 2 kudos

same here, I submitted an idea in the azure databricks portalhttps://feedback.azure.com/d365community/idea/d403303c-6761-ed11-a81b-000d3ae5ae95SET IDENTITY_INSERT ONwhen a column is defined as GENERATED ALWAYS, we often need to reload data with exact...

  • 2 kudos
Chris_Konsur
by • New Contributor III
  • 2121 Views
  • 0 replies
  • 2 kudos

Schema supported by Autoloader

We do not want to use schema inference with schema evolution in Autoloader. Instead, we want to apply our schema and use the merge option. Our schema is very complex, with multiple nested following levels. When I apply this schema to Autoloader, it r...

  • 2121 Views
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asma
by • New Contributor II
  • 3297 Views
  • 2 replies
  • 6 kudos

Resolved! new learner

i am absolutely new for data bricks .. can someone suggest best medium to learn at the quick pace

  • 3297 Views
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reno
New Contributor II
  • 6 kudos

In addition to paid content, there are bunch of really good free courses on Databricks Academy now : https://customer-academy.databricks.com/learn/catalog?ctldoc-catalog-0=t-_%22learning_plan%22~p-0Just pick the Data engineer or the Data analyst lear...

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Pat
by • Esteemed Contributor
  • 4665 Views
  • 3 replies
  • 19 kudos

Resolved! UC - Service Principal/Terraform

Hi,do you know if there is a way to create Unity Catalog metastore using Service Principal?Here I can see that for creating account-level resources we need to provide a user and password (https://registry.terraform.io/providers/databricks/databricks/...

  • 4665 Views
  • 3 replies
  • 19 kudos
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Pat
Esteemed Contributor
  • 19 kudos

This is supported right now in the Azure, but not yet in AWS, but there is plan for AWS support as well.

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lizou
by • Contributor III
  • 5471 Views
  • 3 replies
  • 5 kudos

Resolved! Identity column definition lost using save as table

I found an issue:For a table with an identity column defined.when the table column is renamed using this method, the identity definition will be removed. That means using an identity column in a table requires extra attention to check whether the ide...

  • 5471 Views
  • 3 replies
  • 5 kudos
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lizou
Contributor III
  • 5 kudos

try to avoid reload table, I found we can upgrade table version, and use rename column commandALTER TABLE test_id2 SET TBLPROPERTIES (  'delta.columnMapping.mode' = 'name',  'delta.minReaderVersion' = '2',  'delta.minWriterVersion' = '6')ALTER TABLE ...

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164079
by • Contributor II
  • 8132 Views
  • 3 replies
  • 1 kudos

Resolved! unable to add new instance profile

Hi team, I want to start adding more instance profile per team . when adding it via TF , im getting the below error:Im able BTW to add and change other databricks resources via TF .This is my new code block:The new role created by the TF but wasnt ad...

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  • 8132 Views
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  • 1 kudos
Latest Reply
164079
Contributor II
  • 1 kudos

Thank you @Vivian Wilfred​ all ok now, with the databricks console and the TFHave a graet day!

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User16752242161
by • Databricks Employee
  • 2323 Views
  • 0 replies
  • 1 kudos

Hi,I am a Solutions Architect at Databricks Northern Europe. I had a deep dive demo session at Data + AI Work Tour in London on Nov 2, 2022. The title...

Hi,I am a Solutions Architect at Databricks Northern Europe. I had a deep dive demo session at Data + AI Work Tour in London on Nov 2, 2022. The title was How to Build Your Modern Data Stack on Databricks to Solve Modern Problems.In the above-mention...

  • 2323 Views
  • 0 replies
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anandstarz
by • New Contributor II
  • 3190 Views
  • 4 replies
  • 1 kudos

Certificate not received

I have passed Databricks Certified Data Engineer Associate on 29 October 2022 but still didn't receive the certificate, kindly help me on that.

  • 3190 Views
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  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

Hi @Anandhakumar 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 visit the ...

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Amol
by • New Contributor II
  • 3162 Views
  • 4 replies
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I have passed my data analyst associate exam on 30th October , but still not received my certificate, its been more than than 4 days now , however Dat...

I have passed my data analyst associate exam on 30th October , but still not received my certificate, its been more than than 4 days now , however Databricks mentioned in an email that will deliver within 24 hours. Can anyone help on this ?

  • 3162 Views
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Anonymous
Not applicable
  • 0 kudos

Hi @Amol Metkar​ Glad to hear that. Thanks for letting us know!

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RiyazAliM
by • Honored Contributor
  • 9851 Views
  • 3 replies
  • 7 kudos

Resolved! Converting a transformation written in Spark Scala to PySpark

Hello all,I've been tasked to convert a Scala Spark code to PySpark code with minimal changes (kinda literal translation).I've come across some code that claims to be a list comprehension. Look below for code snippet:%scala val desiredColumn = Seq("f...

  • 9851 Views
  • 3 replies
  • 7 kudos
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RiyazAliM
Honored Contributor
  • 7 kudos

Another follow-up question, if you don't mind. @Pat Sienkiewicz​ As I was trying to parse the name column into multiple columns. I came across the data below:("James,\"A,B\", Smith", "2018", "M", 3000)In order to parse these comma-included middle na...

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Anonymous
by • Not applicable
  • 5011 Views
  • 4 replies
  • 19 kudos

Resolved! How to prepare for Databricks Data Engineer Professional

Hi all,Could you please help suggest me some resource to prepare for " Databricks Data Engineer Professional" exam?I have also take the course in Databricks Accademy but seems not enough for this exam?Thank you so much!!!Best Regards,Nhan Nguyen

  • 5011 Views
  • 4 replies
  • 19 kudos
Latest Reply
Unforgiven
Valued Contributor III
  • 19 kudos

waitting some one post more details and experience road map to take exam

  • 19 kudos
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Bujji
by • New Contributor II
  • 7276 Views
  • 1 replies
  • 3 kudos

How to resolve our of memory error?

Hi, I am working as azure support engineerI found this error while I am checking the pipeline failure, and showing below error"org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 72403.0 failed 4 times, most recent fail...

  • 7276 Views
  • 1 replies
  • 3 kudos
Latest Reply
Pat
Esteemed Contributor
  • 3 kudos

Hi @mahesh bmk​ ,It would be nice to see the sql_query.is there some window function used? You might try to run this on bigger cluster.

  • 3 kudos
JesseLancaster
by • New Contributor III
  • 4336 Views
  • 2 replies
  • 5 kudos

Hello, I'm trying to use Databricks on Azure with a Spark structured streaming job and an having very mysterious issue. I boiled the job down it i...

Hello,I'm trying to use Databricks on Azure with a Spark structured streaming job and an having very mysterious issue.I boiled the job down it it's basics for testing, reading from a Kafka topic and writing to console in a forEachBatch.On local, ever...

  • 4336 Views
  • 2 replies
  • 5 kudos
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