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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

ADB0513
by Databricks Partner
  • 4965 Views
  • 5 replies
  • 1 kudos

Load tables from JDBC in parallel

I have a list of about 80 tables that I need to load from an Oracle database into Databricks via JDBC.  I would like to do this in parallel, instead of looping through one table at a time.I have a function defined to ingest the data:  def ingest_data...

  • 4965 Views
  • 5 replies
  • 1 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @ADB0513, Thanks for reaching out! Please review the response and let us know if it answers your question. Your feedback is valuable to us and the community. If the response resolves your issue, kindly mark it as the accepted solution. This will h...

  • 1 kudos
4 More Replies
l_c_s
by New Contributor II
  • 3887 Views
  • 3 replies
  • 1 kudos

Random errors SparkException: Job aborted due to stage failure

Hi, we are trying to run some workflows on a shared cluster, with Databricks runtime version 14.3 LTS, and we randomly receive the error: SparkException: Job aborted due to stage failure: Task 2 in stage 78.0 failed 4 times, most recent failure: Lost...

error_sandbox.png
  • 3887 Views
  • 3 replies
  • 1 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @l_c_s, Thanks for reaching out! Please review the response and let us know if it answers your question. Your feedback is valuable to us and the community. If the response resolves your issue, kindly mark it as the accepted solution. This will hel...

  • 1 kudos
2 More Replies
seeker
by New Contributor II
  • 2503 Views
  • 4 replies
  • 1 kudos

Get metadata of files present in a zip

I have a .zip file present on an ADLS path which contains multiple files of different formats. I want to get metadata of the files like file name, modification time present in it without unzipping it. I have a code which works for smaller zip but run...

  • 2503 Views
  • 4 replies
  • 1 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @seeker, There are only 2 ways I can think of to do it: Write a UDF.Write customized MapReduce logic instead of using Spark SQL. But they are kind of the same. So I would say UDF is a good solution.

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subhas_1729
by New Contributor II
  • 1501 Views
  • 2 replies
  • 2 kudos

CSV file and partitions

Hi       I want to know whether csv files can be partitioned or not. I find from a book that parque, Avro .. these types of files can be partitioned only. RegardsSubhas

  • 1501 Views
  • 2 replies
  • 2 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 2 kudos

Hi @subhas_1729, Thanks for reaching out! Please review the response and let us know if it answers your question. Your feedback is valuable to us and the community. If the response resolves your issue, kindly mark it as the accepted solution. This wi...

  • 2 kudos
1 More Replies
amit119
by Databricks Partner
  • 4165 Views
  • 0 replies
  • 0 kudos

Not able to access partner-academy

Hi,I have used my company email to register an account for customer-academy.databricks.com a while back.Now what I need to do is create an account with partner-academy.databricks.com using my company email too.However when I register at partner-acade...

  • 4165 Views
  • 0 replies
  • 0 kudos
Ravikumashi
by Contributor
  • 4152 Views
  • 3 replies
  • 0 kudos

Extract cluster usage tags from databricks cluster init script

Is it possible we extract cluster usage tags from databricks cluster init script, I am specifically interested in spark.databricks.clusterUsageTags.clusterAllTags.I tried to extract from /databricks/spark/conf/spark.conf and /databricks/spark/conf/sp...

Data Engineering
Azure Databricks
  • 4152 Views
  • 3 replies
  • 0 kudos
Latest Reply
Debayan
Databricks Employee
  • 0 kudos

Hi, For reference: https://community.databricks.com/t5/data-engineering/pull-cluster-tags/td-p/19216 , could you please confirm the key expectation here? Extracting as such? 

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hemanthtirumala
by New Contributor II
  • 3931 Views
  • 0 replies
  • 0 kudos

Free Voucher Worth 200$ in the upcoming events are there Please send me note on it

I need info about any upcoming events that databricks will provide me a free voucher for the Azure platform architect exam , anyone know the time or a hunch about it please ping me the details. i will be stay tuned at that point of time.................

  • 3931 Views
  • 0 replies
  • 0 kudos
ksenija
by Contributor
  • 4825 Views
  • 5 replies
  • 5 kudos

DLT pipeline - SCD type 2

I created my table using SCD type 2 in SQL. I need to do full refresh to load all of the data. Whenever I update data in my source table, in my new table scd_target I see only the latest record, history is not being saved. CREATE OR REFRESH STREAMING...

  • 4825 Views
  • 5 replies
  • 5 kudos
Latest Reply
Rishabh-Pandey
Databricks MVP
  • 5 kudos

hi @ksenija  i got your use case but could you please tell me , what do you mean by "sources_test.sources_test.source" 

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4 More Replies
Jimolofsson
by New Contributor II
  • 1939 Views
  • 3 replies
  • 0 kudos

API key deletions

On Thursday the 15th August I noticed that several API keys over all of the accounts I run on Databricks had been removed. They had no expire date and some accounts where on a Azure hosted workspace and some on AWS. I would like to hear if you experi...

  • 1939 Views
  • 3 replies
  • 0 kudos
Latest Reply
Jimolofsson
New Contributor II
  • 0 kudos

@Retired_mod Yes this is one of the accounts that have had the token removed. I sent an e-mail about the other account.@ChendaZhangDB Thank you for the idea, this could be the case for 2 tokens that were removed. However I also had 2 tokens removed t...

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hrushi512
by Databricks Partner
  • 3805 Views
  • 1 replies
  • 1 kudos

Resolved! External Table on Databricks using DBT(Data Build Tool) Models

How can we create external tables in Databricks using DBT Models?

  • 3805 Views
  • 1 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @hrushi512 ,You can try to use location_root config parameter, as they did below:https://discourse.getdbt.com/t/add-location-to-create-database-schema-statement-in-databricks-to-enable-creation-of-managed-tables-on-external-storage-accounts/6894

  • 1 kudos
ash_pal
by New Contributor II
  • 1547 Views
  • 2 replies
  • 0 kudos

Issue with DLT Pipelines

Hi Team,We are trying to create DLT pipeline. The scenario is this:- We already have catalog in unity catalog and under that we have schema called test in which we have 17 tables. Now we are trying to create DLT pipeline and copy the data from those ...

ash_pal_0-1723681443979.png
  • 1547 Views
  • 2 replies
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Latest Reply
ash_pal
New Contributor II
  • 0 kudos

Hi Jessy,Thanks for reply. Please find the error message below 

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1 More Replies
ThisNoName
by New Contributor III
  • 2776 Views
  • 2 replies
  • 5 kudos

Resolved! How to query existing storage and network configuration (AWS)?

Trying to provision a simple workspace.  All the code I can find look something like the following, where credential/storage/network resources are created, then referenced. In my case, it's a separate repo and try to reuse existing configurations.  I...

  • 2776 Views
  • 2 replies
  • 5 kudos
Latest Reply
raphaelblg
Databricks Employee
  • 5 kudos

Hi @ThisNoName,  Based on your description it looks like you're trying to get Databricks account level information for networks and storage configurations. You can easily achieve that through the Databricks account API.  Here are the docs: - Get all ...

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Jay_Kay
by New Contributor
  • 1292 Views
  • 1 replies
  • 0 kudos

Databricks Workflow Error

Hi Community,My Workflows has been running smoothly since it was created but for the past week, I have been getting this errorI have tried different method and Documentations but nothing seems to work. All the different jobs in my workflow gets this ...

Jay_Kay_0-1723645181805.png
  • 1292 Views
  • 1 replies
  • 0 kudos
Latest Reply
jessysantos
Databricks Employee
  • 0 kudos

Hello @Jay_Kay  Could you please attempt to create a table from this view and re-run your job to verify if it works? Additionally, please ensure that you persist the view dependencies as tables as well. Best Regards, Jéssica Santos

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