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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

ralphchan
by New Contributor II
  • 3867 Views
  • 5 replies
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Connect Oracle Fusion (ERP / HCM) to Databricks

Any suggestion to connect Oracle Fusion (ERP/HCM) to Databricks?I have explored a few options including the use of Oracle Integration Cloud but it requires a lot of customization.

  • 3867 Views
  • 5 replies
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Latest Reply
NikhilKamble
New Contributor II
  • 0 kudos

Hey Ralph,Orbit datajump is one of the good options in the market. Try it out.

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4 More Replies
kenmyers-8451
by Contributor
  • 907 Views
  • 4 replies
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bug with using parameters in a sql task

I am trying to make a sql task that runs using a serverless sql warehouse that takes a variable and uses that in the sql file that it is running in a serverless warehouse, however I am getting errors because databricks keeps formatting it first with ...

kenmyers8451_0-1747677585574.png
  • 907 Views
  • 4 replies
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Latest Reply
asuvorkin
New Contributor II
  • 0 kudos

I have been trying to use templates as well and got the following string:LOCATION 's3://s3-company-data-' dev '-' 1122334455 '-eu-central-1/path_to_churn/main/'

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3 More Replies
data-grassroots
by New Contributor III
  • 360 Views
  • 4 replies
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Resolved! ExcelWriter and local files

I have a couple things going on here.First, to explain what I'm doing, I'm passing an array of objects in to a function that contain a dataframe per item. I want to write those dataframes to an excel workbook - one dataframe per worksheet. That part ...

  • 360 Views
  • 4 replies
  • 1 kudos
Latest Reply
Advika
Databricks Employee
  • 1 kudos

Hello @data-grassroots! Were you able to resolve this? If any of the suggestions shared above helped, or if you found another solution, it would be great if you could mark it as the accepted solution or share your approach with the community.

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fjrodriguez
by New Contributor III
  • 317 Views
  • 5 replies
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Resolved! Self Dependency TumblingWindowTrigger in adf

Hey !I would like to migrate one ADF batch ingestion which has a TumblingWindowTrigger  on top of the pipeline which pretty much check each 15 min if a file is landing, normally the files land in daily basis so will process it accordingly once in a d...

  • 317 Views
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Latest Reply
fjrodriguez
New Contributor III
  • 4 kudos

Hi @szymon_dybczak ,sounds reasonable, will propone this approach. Thanks

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4 More Replies
Hritik_Moon
by New Contributor II
  • 770 Views
  • 12 replies
  • 17 kudos

Accessing Spark UI in free edition

Hello, is it possible to access Spark UI in free edition, I want to check task and stages.Ultimately I am working on how to check data skewness.

  • 770 Views
  • 12 replies
  • 17 kudos
Latest Reply
Hritik_Moon
New Contributor II
  • 17 kudos

@szymon_dybczak @BS_THE_ANALYST Is there a specific guide or a flow to be a better databricks data engineer. I am learning as the topic comes up.Finding it really difficult to maintain a flow and I lose track.

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perenehal
by New Contributor II
  • 166 Views
  • 2 replies
  • 1 kudos

Unable to Verify Account – "User is not a member of this workspace" Community addition..

I am encountering an issue during the verification process while trying to access my Databricks account.I received the verification code via email; however, when I attempt to verify it, I receive the following error message:"User is not a member of t...

  • 166 Views
  • 2 replies
  • 1 kudos
Latest Reply
Advika
Databricks Employee
  • 1 kudos

Hello @perenehal! The error indicates that you haven’t created an account in the Databricks Community Edition. Currently, creating new accounts for Community Edition is not possible. However, if you already had an existing account and are still seein...

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1 More Replies
JanAkhi919
by New Contributor
  • 3497 Views
  • 2 replies
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How agentic ai is different from Ai agents

How agentic ai different from ai agents

  • 3497 Views
  • 2 replies
  • 1 kudos
Latest Reply
CrossMLPvtLtd
New Contributor II
  • 1 kudos

Hey there! Let me break this down simply.What's an AI Agent?An AI agent is like a smart worker who follows instructions for one specific job. Think of a customer service chatbot that answers "Where's my order?" perfectly. But ask something complex li...

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liu
by New Contributor III
  • 290 Views
  • 7 replies
  • 5 kudos

configure AWS authentication for serverless Spark

I only have an AWS Access Key ID and Secret Access Key, and I want to use this information to access S3.However, the official documentation states that I need to set the AWS_SECRET_ACCESS_KEY and AWS_ACCESS_KEY_ID environment variables, but I cannot ...

  • 290 Views
  • 7 replies
  • 5 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 5 kudos

Hi @liu ,The proper way is to go to your cluster and in advanced section you can set them up. In that way they will be scoped at cluster level.  It's recommended to store values itself in a secret scopes as environment variables:Use a secret in a Spa...

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touchyvivace
by New Contributor II
  • 180 Views
  • 1 replies
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Resolved! is there another way to authen to azure databricks using MSI on Java

Hi I am try to connect to azure databricks using MSI on Java but on a documenthttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/auth/azure-miit saidThe Databricks SDK for Java has not yet implemented Azure managed identities authentication...

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

Hi @touchyvivace Unfortunately not, the documentation is up to date. In the Java SDK, MSI has not been implemented yet.And here's an open issue on github:[FEATURE] Add support for Azure Managed Identity authentication (system and user-assigned) · Iss...

  • 1 kudos
IONA
by New Contributor III
  • 256 Views
  • 1 replies
  • 2 kudos

Dev/Pie/Prd and the same workspace

Hi all!I'm appealing to all you folk who are clever than I for some advice on Databricks dev ops.I was asked by my team leader to expand our singular environment to a devops style dev/pie/prd system, potentially using Dabs to promote code to higher e...

  • 256 Views
  • 1 replies
  • 2 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @IONA ,I guess you can still use DABs to simulate different environments on single workspace. In targets define 3 different environments but with the same for all of them (something similar to the picture below).Then your intuition is good - it's ...

  • 2 kudos
ckanzabedian
by New Contributor
  • 262 Views
  • 1 replies
  • 1 kudos

ServiceNow LakeFlow Connector - Using TABLE API only for tables and NOT views

The current Databricks ServiceNow Lakeflow connector relies on ServiceNow REST TABLE API to capture data. And for some reason, it is unable to list a user defined view as a data source to be configured, even though ServiceNow user defined views are a...

  • 262 Views
  • 1 replies
  • 1 kudos
Latest Reply
BS_THE_ANALYST
Esteemed Contributor II
  • 1 kudos

Hi @ckanzabedian, have you checked out the documentation yet for the ServiceNow connector?https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/servicenow-limits The link above is about the limits. I can't see a mention about ...

  • 1 kudos
LonguiVic1
by New Contributor III
  • 327 Views
  • 1 replies
  • 1 kudos

Resolved! How to Find DBU Consumption and Cost for a Serverless Job?

Hello community,I'm new to using Serverless compute for my Jobs and I need some help understanding how to monitor the costs.I have configured and run a job that executes a notebook using the "Serverless" compute option. The job completed successfully...

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

Hi @LonguiVic1 ,You can use system table to track consumption in serverless. In below article they even provide sample queries you can use. Also, notice that there's list_prices system table that includes list prices over time for each available SKU....

  • 1 kudos
daan_dw
by New Contributor III
  • 135 Views
  • 1 replies
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Databricks asset bundles in Python: referencing variables

Hey,I am using DAB's and in my .yml files I can reference my variables set in my databricks.yml like this: git_branch: ${var.branch}I would like to do the same thing in my DAB's written in Python but I cannot find any documentation on how to do this....

  • 135 Views
  • 1 replies
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Latest Reply
SP_6721
Honored Contributor
  • 0 kudos

Hi @daan_dw ,To reference variables defined in your databricks.yml in Python DAB code, define your variables class and use bundle.resolve_variablehttps://docs.databricks.com/aws/en/dev-tools/bundles/python/#access-bundle-variables

  • 0 kudos
seefoods
by Valued Contributor
  • 99 Views
  • 0 replies
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DQX - datacontract cli

Hello Guyz, Someone can i combine dqx databricks rules check with datacontract cli ? If yes can we share your idea? https://gpt.datacontract.com/sources/cli.datacontract.com/Cordially, 

  • 99 Views
  • 0 replies
  • 0 kudos
nulltype
by New Contributor
  • 260 Views
  • 1 replies
  • 1 kudos

Resolved! Online Table Migration

I am currently trying to migrate our Online Tables to synced tables with Online Feature Store since Online Tables is deprecated. When creating a new table, it worked just fine and how the docs said it would (https://docs.databricks.com/aws/en/machine...

  • 260 Views
  • 1 replies
  • 1 kudos
Latest Reply
mark_ott
Databricks Employee
  • 1 kudos

Migrating from deprecated Online Tables to synced tables with the Databricks Online Feature Store can be tricky due to several points of integration and timing between Unity Catalog (UC), Feature Store metadata, and the underlying online store. The m...

  • 1 kudos

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