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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

billaspiel
by New Contributor II
  • 13844 Views
  • 3 replies
  • 0 kudos

Resolved! Python open function is unable to detect the file in dbfs

hi , Im a newbie learning spark using databricks , I did some investigation and searched if this questions was been asked earlier in community forum but unable to find anything so . 1. DBFS is unable to detect the file even though its present in it...

  • 13844 Views
  • 3 replies
  • 0 kudos
Latest Reply
Dflo
New Contributor II
  • 0 kudos

I am having similar issues currently. I can read or access my storage account but when I attempted to read or access the container it told me path not found. I create the container and have full access as an owner.

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pvignesh92
by Honored Contributor
  • 16545 Views
  • 8 replies
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Resolved! Multi Statement Writes from Spark to Snowflake

Does Spark support multi statement writes to Snowflake in a single session? To elaborate, I have a requirement where I need to do A selective deletion of data from a Snowflake table and Insert records to Snowflake table ( Ranges from around 1 M rows)...

  • 16545 Views
  • 8 replies
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pvignesh92
Honored Contributor
  • 0 kudos

In my analysis, I got the below understanding If your data is sitting in Snowflake and you have a set of DDL/DML queries that need to wrapped into a single transaction, you can use MULTI_STATEMENT option to 0 and use snowflake utils runQuery method t...

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sanjay
by Valued Contributor II
  • 17973 Views
  • 4 replies
  • 3 kudos

Resolved! How to backup databrick delta tables or workspace

Hi,I am trying to understand how to take backup of databrick delta tables/workspace and how to restore in case if any failure.Or suggest me any alternative solution to revert back if data is corrupted.Regards,Sanjay

  • 17973 Views
  • 4 replies
  • 3 kudos
Latest Reply
NandiniN
Databricks Employee
  • 3 kudos

Hi @Sanjay Jain​ ,Here are some of the ways Deep Clone: https://www.databricks.com/wp-content/uploads/notebooks/using-deep-clone-disaster-recovery-delta-lake-databricks.htmlRepos for notebooks and code: https://docs.databricks.com/repos/index.htmlht...

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KVNARK
by Honored Contributor II
  • 3897 Views
  • 7 replies
  • 7 kudos

Resolved! No certification vouchers in Rewards portal.

there are no certification vouchers in rewards portal. Could some one from data bricks team update whether you are planning to include them again and also very few data bricks merchandise.

  • 3897 Views
  • 7 replies
  • 7 kudos
Latest Reply
Anonymous
Not applicable
  • 7 kudos

Hi @KVNARK .​ Thank you for reaching out to us!The reward store will be updated for the Spring and new rewards will be introduced in the coming weeks. Kindly, bear with us.Regards

  • 7 kudos
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mkd_140848
by New Contributor II
  • 3587 Views
  • 5 replies
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Open notebook in new tab not working as of 2 March 2023. Web browser: Google Chrome 110.0.5481.178 Databricks version: Standard Cloud platform: Azure

Before Feb 2023, I often opened Notebook in new tabs by Ctrl (or Command for Mac) + Click the notebook names, in the Workspace explorer UI. Recently it stopped working (Ctrl + Click Notebook name, nothing happened). Is this a bug?

  • 3587 Views
  • 5 replies
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @David H​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Thanks!

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Kayla
by Valued Contributor II
  • 3519 Views
  • 2 replies
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BigQuery - Delete or update from Databricks?

I'm trying to sync a delta table in Databricks to a BigQuery table. For the most part, appending is sufficient, but occassionally we need to overwrite rows - which we've only been able to do by overwriting the entire table.Is there any way to do upda...

  • 3519 Views
  • 2 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Kayla Pomakoy​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Than...

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souvik
by New Contributor
  • 1155 Views
  • 2 replies
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Unable to get or download fundamentals of databricks lake house platform badge download

Hi Team,I have completed the fundamentals of databricks lakehosue platform and received the certificate but unable to download or get the badge.When I login to website I am unbale to see the badge as well.Please help me on this.I haven't received any...

  • 1155 Views
  • 2 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Souvik Banerjee​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Th...

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RajeshRK
by Contributor II
  • 4751 Views
  • 7 replies
  • 2 kudos

How to optimize jobs performance

Hi Team,We have a complex ETL job running in databricks for 6 hours. The cluster has the below configuration: Minworkers: 16Maxworkers: 24Worker and Driver Node Type: Standard_DS14_v2. (16 cores, 128 GB RAM)I have monitored the job progress in Spark...

  • 4751 Views
  • 7 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Rajesh Kannan R​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedb...

  • 2 kudos
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AyushModi038
by New Contributor III
  • 4927 Views
  • 6 replies
  • 0 kudos

Library mismatch in same cluster different file

In continuation to the issues encountered in this discussion.https://community.databricks.com/s/feed/0D58Y00009tCiQTSA0 I have a bizzare issue.Here are the 2 screenshots taken few seconds apart1.2 . Same cluster, same command, executed 6 seconds apar...

image image
  • 4927 Views
  • 6 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Ayush Modi​  I'm sorry you could not find a solution to your problem in the answers provided.Our community strives to provide helpful and accurate information, but sometimes an immediate solution may only be available for some issues.I suggest pr...

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Phani1
by Valued Contributor II
  • 1881 Views
  • 2 replies
  • 3 kudos

Efficiently orchestrate data bricks jobs

Hi Team,How efficiently can orchestrate data bricks jobs which involve a lot of transformations, dependencies, and complexity?At source have a lot of SSIS packages that have complex dependencies and more transformation.     We have the following opti...

  • 1881 Views
  • 2 replies
  • 3 kudos
Latest Reply
Phani1
Valued Contributor II
  • 3 kudos

My question is, how do we reliably orchestrate multiple Databricks Jobs/Workflows that are running in a mixed latency and can write to the same silver and gold delta tables? Could you please suggest the best approach and practices for the same?

  • 3 kudos
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lawrence009
by Contributor
  • 5188 Views
  • 6 replies
  • 4 kudos

Git Integration: selective check-in not working

We started noticing the problem about 3 weeks ago. Databricks' Git GUI fails to commit only the selected files. All the files that have been modified, added or removed since that last commit will get checked in even if it de-selected in the GUI.Has ...

  • 5188 Views
  • 6 replies
  • 4 kudos
Latest Reply
Anonymous
Not applicable
  • 4 kudos

Hi @Lawrence Chen​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Than...

  • 4 kudos
5 More Replies
manasa
by Contributor
  • 7833 Views
  • 4 replies
  • 2 kudos

org.apache.spark.SparkException: Job aborted due to stage failure: Authorized committer failed while pushing dataframe to azure cosmos db.

I am writing data to the azure cosmos db using OLTP connector using below codecfg["spark.cosmos.write.strategy"]="ItemOverwrite" json_df.write.format("cosmos.oltp").options(**cfg).mode("APPEND").save()I am getting below error Please let me know i...

image.png image.png
  • 7833 Views
  • 4 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Manasa Kalluri​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedba...

  • 2 kudos
3 More Replies
Lewis_Wong
by New Contributor II
  • 2169 Views
  • 4 replies
  • 2 kudos

Resolved! Adding tags to jobs from Tableau / Python (ODBC)

Hi all,We are using Azure Databricks.We would like to see if we can track usage of jobs initiated from Tableau /Python (via simba spark ODBC driver) One way we can think of is to add tag to the job. But we are not sure if we can add tags to job when ...

  • 2169 Views
  • 4 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

@Vidula Khanna​ We can add custom values to the job clusters as well. When you create the job task, click on edit cluster details which will take you to the cluster configuration where you can add the custom tags. In case of Tableau queries, it would...

  • 2 kudos
3 More Replies
Paradox_Parijat
by New Contributor III
  • 4191 Views
  • 7 replies
  • 4 kudos

Didn't receive Databricks badge

I just completed the Databricks Lakehouse Fundamentals exam, but while redirecting to credentials.databricks.com. I'm not able to find any badge provided to me for completion. Can you help me out? @Vidula Khanna​ 

  • 4191 Views
  • 7 replies
  • 4 kudos
Latest Reply
sher
Valued Contributor II
  • 4 kudos

check your mail. yesterday I have completed they shared me through registered email

  • 4 kudos
6 More Replies
Mafofola
by New Contributor II
  • 1364 Views
  • 3 replies
  • 0 kudos

Am using databricks trying to login​

Am using databricks trying to login​

  • 1364 Views
  • 3 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Ige Makanjuola​ 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 s...

  • 0 kudos
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