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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

austinoyoung
by New Contributor III
  • 3548 Views
  • 8 replies
  • 5 kudos

create an external connection to oracle

Hi! I've been trying to create an external connection to oracle but getting the following error message "Detailed error message: ORA-00604: error occurred at recursive SQL level 1 ORA-01882: timezone region not found" I searched online and found some...

  • 3548 Views
  • 8 replies
  • 5 kudos
Latest Reply
ChrisO
New Contributor II
  • 5 kudos

Still trying to get a solution

  • 5 kudos
7 More Replies
ralphchan
by New Contributor II
  • 5834 Views
  • 6 replies
  • 0 kudos

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.

  • 5834 Views
  • 6 replies
  • 0 kudos
Latest Reply
Shankar-Raj
New Contributor II
  • 0 kudos

Check out BI Connector(https://www.biconnector.com/oracle-fusion-data-warehouse-integration/), which offers direct connectivity from Oracle Fusion/FDI/OAC to DW/Lakehouse/Power BI/Tableau and more.   It's widely deployed among Oracle Fusion & Analyti...

  • 0 kudos
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Pratikmsbsvm
by Contributor
  • 1888 Views
  • 4 replies
  • 3 kudos

Resolved! Data Pipeline for Bringing Data from Oracle Fusion to Azure Databricks

I am trying to bring Oracle Fusion (SCM, HCM, Finance) Data and push to ADLS Gen2. Databricks used for Data Transformation and Powerbi used for Reports Visualization.I have 3 Option.Option 1 :Option 2 : Option 3May someone please help me which is bes...

Option1.png Option2.png Option3.png
  • 1888 Views
  • 4 replies
  • 3 kudos
Latest Reply
Shankar-Raj
New Contributor II
  • 3 kudos

BICC is suitable for certain use cases, but it has several limitations and is not particularly user-friendly.  BICC uses PVOs which cause a huge operational gap among the users:IT/DW teams: Its a multi-hop(BICC-file system-OCI-ADW-delta share) proces...

  • 3 kudos
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bruce17
by Databricks Partner
  • 1258 Views
  • 4 replies
  • 2 kudos

Support Request: Issue Running Multiple Ingestion Gateway Concurrently

Hi, we are ingesting data using Databricks Lake flow SQL connector from two different SQL Server databases hosted on separate servers. As part of the setup:We created two separate Ingestion Gateways.We created two separate ingestion pipelines.Both pi...

  • 1258 Views
  • 4 replies
  • 2 kudos
Latest Reply
HarishPrasath25
Databricks Partner
  • 2 kudos

Hi @Louis_Frolio , I’ve successfully ingested one SQL database using the Lakeflow SQL connector. As part of the setup, I created an ingestion pipeline along with a gateway, and it is working as expected - when I run or re-run the pipeline, it picks u...

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tnorlund
by New Contributor II
  • 1277 Views
  • 2 replies
  • 0 kudos

Serverless compute cannot access internet

I'm experiencing "Network is unreachable" errors when trying to access external APIs from serverless compute jobs, despite having a network policy configured to allow access to all destinations. I have the "Serverless egress control" in the account s...

  • 1277 Views
  • 2 replies
  • 0 kudos
Latest Reply
mark_ott
Databricks Employee
  • 0 kudos

The ongoing "Network is unreachable" errors in Databricks serverless compute suggest that network egress is being blocked, even though you have "Full access" set for Serverless Egress Control and a permissive network policy. The partial DNS resolutio...

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v1b3_c0d3rXXX
by Databricks MVP
  • 9146 Views
  • 6 replies
  • 2 kudos

Resolved! Trouble Enabling File Events For An External Location

Hello all,I am trying to enable file events on my Azure Workspace for the File Arrival Trigger trigger mode for Databricks Workflows. I'm following this documentation exactly (I think) but I'm not seeing the option to enable them. As you can see here...

Dnt_TchTheRolex_1-1746752104483.png Dnt_TchTheRolex_0-1746751988442.png
  • 9146 Views
  • 6 replies
  • 2 kudos
Latest Reply
Drupe
New Contributor II
  • 2 kudos

I also have an external location that is a ADLS v2 however from databricks I only want to grant read access to the managed identity. I want to use file arrival trigger but want to have option of using more than 50 such triggers. Is it possible to onl...

  • 2 kudos
5 More Replies
adihc
by New Contributor II
  • 8247 Views
  • 12 replies
  • 1 kudos

Resolved! Options to access files in the community edition

As of now DBFS option is disabled in the Databricks community edition. What are the other ways to use file in the Databricks notebooks for learning? When I go to catalog it show default option only with the AWS S3. Is it the only option to access the...

  • 8247 Views
  • 12 replies
  • 1 kudos
Latest Reply
MastanRaoM
New Contributor II
  • 1 kudos

Hi Chandra,Is it possible in new community edition.

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11 More Replies
Suheb
by Contributor
  • 2822 Views
  • 3 replies
  • 0 kudos

Resolved! How do I choose between a standard cluster and a shared cluster in Databricks?

When should I use a single-user cluster, and when should I use a multi-user/shared cluster? What’s the difference and how do I pick the right one?

  • 2822 Views
  • 3 replies
  • 0 kudos
Latest Reply
Coffee77
Honored Contributor II
  • 0 kudos

Agree with previous responses BUT consider using a dedicated cluster if using it under an "automation security principal" identity for a subset of your jobs, if that makes sense. To summarize, you need to run a job, under a non-human identity and you...

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RevanthV
by Contributor
  • 1035 Views
  • 3 replies
  • 0 kudos

POC on spark 4.x

I need to do some POC with spark 3.5.7 and 4.x and need some local setup with some sample Kafka source. The POC would read data from Kafka via streaming job and write to delta table and I would like to do this on spark-4.x ..Do you know of any quick ...

  • 1035 Views
  • 3 replies
  • 0 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 0 kudos

Hello @RevanthV , I did some digging and here are some helpful tips. Got it — here are fast, reproducible ways to stand up a local Kafka source and run a Spark Structured Streaming job that writes to a Delta table, plus the common fixes for the conne...

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Deenar
by New Contributor II
  • 1250 Views
  • 2 replies
  • 1 kudos

Dashboard Filters (Showing Description) but selecting the id value for use query parameters

HiIs there a way to have a Single or multiple filter in a Dashboard that shows titles/names but on selection passes in the identifier as query parameter filters. The cost management dashboard shipped by Databricks seems to do this for the workspace s...

Deenar_0-1740567476099.png
  • 1250 Views
  • 2 replies
  • 1 kudos
Latest Reply
200052
New Contributor II
  • 1 kudos

I wanted to share my solution to this, hope this helps. Create a SQL function that accepts an ARRAY<STRING>, extracts a numeric ID enclosed in parentheses from the end of each string, and returns an ARRAY<BIGINT>.Example UsageInput: ["Item (1)", "Ite...

  • 1 kudos
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africke
by New Contributor II
  • 1266 Views
  • 3 replies
  • 2 kudos

Resolved! Cannot view nested MLflow experiment runs without changing URL

Hello,I've recently been testing out Databricks experiments for a project of mine. I wanted to nest runs, and then see these runs grouped by their parent in the experiments UI. For the longest time, I couldn't figure out how to do this. I was seeing ...

africke_0-1763067856720.png africke_1-1763068038451.png
  • 1266 Views
  • 3 replies
  • 2 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 2 kudos

@africke , If you’re happy with the results, please go ahead and accept this as the solution so others know it worked.

  • 2 kudos
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kyeongmin_baek
by Databricks Partner
  • 1029 Views
  • 4 replies
  • 1 kudos

Resolved! Got an empty query file when cloning Query file.

Hello Community,In our AWS Databricks environment, we’ve encountered some behavior we don’t understand while performing the following operation.When we clone a query file that already has content, a new file is created with the same name and “(clone)...

  • 1029 Views
  • 4 replies
  • 1 kudos
Latest Reply
Raman_Unifeye
Honored Contributor III
  • 1 kudos

@kyeongmin_baek - There is no aut-save or CMD+S for Query as it get saved only once it is attached to a cluster AND 'SAVE' icon is used. However, it still stays in cache as unsaved in that 'query' window but cloning or other file operations may lose ...

  • 1 kudos
3 More Replies
Shivaprasad
by Contributor
  • 701 Views
  • 2 replies
  • 0 kudos

Error while creating databricks custom app

I am trying to create a simple databricks custom app but I am getting Error: Could not import 'app'. error.app.yaml fileenv: - name: FLASK_APP   value: '/Workspace/Users/sam@xxx.com/databricks_apps/hello-world_2025_11_13-16_19/Gaap_commentry/app'comm...

  • 701 Views
  • 2 replies
  • 0 kudos
Latest Reply
Shivaprasad
Contributor
  • 0 kudos

Thanks, I have modified the yaml file but still getting Error: Could not import 'app'   errorenv:  - name: FLASK_APP    value: '/Workspace/Users/xxx@zzz.com/databricks_apps/hello-world_2025_11_13-16_19/Gaap_commentry'command: [  "flask",  "--app",  "...

  • 0 kudos
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Escarigasco
by New Contributor III
  • 515 Views
  • 1 replies
  • 2 kudos

Resolved! Usage Dashboard from Cody Austin Davis displays only DBUs or overall cost including the VM uptime?

Hello,I have been looking at the new Dashboard created by @CodyA ( great job! ) and I was wondering if the cost displaying only provides visibility to only the databricks mark-up on each job ( i.e. $ DBUs ) or to the overall cost including cloud prov...

  • 515 Views
  • 1 replies
  • 2 kudos
Latest Reply
Raman_Unifeye
Honored Contributor III
  • 2 kudos

As the dashboard uses System Tables (system.billing.usage) to show spend across Jobs, SQL, and Notebooks, I dont beleive it includes cloud provider VM costs.

  • 2 kudos
smoortema
by Contributor
  • 3949 Views
  • 3 replies
  • 4 kudos

Resolved! how to know which join type was used (broadcast, shuffle hash or sort merge join) for a query?

What is the best way to know what kind of join was used for a SQL query between broadcast, shuffle hash and sort merge? How can the spark UI or the query plan be interpreted?

  • 3949 Views
  • 3 replies
  • 4 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 4 kudos

@smoortema , Spark performance tuning is one of the hardest topics to teach or learn, and it’s even tougher to do justice to in a forum thread. That said, I’m really glad to see you asking the question. Tuning is challenging precisely because there a...

  • 4 kudos
2 More Replies
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