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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

thushar
by Contributor
  • 8837 Views
  • 5 replies
  • 0 kudos

Optimize & Compaction

Hi,From which data bricks runtime will support Optimize and compaction

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Latest Reply
Joe_Suarez
New Contributor III
  • 0 kudos

Optimize and compaction are operations commonly used in Apache Spark for optimizing and improving the performance of data storage and processing. Databricks, which is a cloud-based platform for Apache Spark, provides support for these operations on v...

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Anjum
by New Contributor II
  • 5061 Views
  • 6 replies
  • 1 kudos

PGP encryption and decryption using gnupg

Hi,We are using python-gnupg==0.4.8 package for encryption and decryption and this was working as expected when we are using Databricks runtime : 9.1 LTS but when we upgarded our runtime to 12.1, it stopped working with error "gnupghome should be a d...

  • 5061 Views
  • 6 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Anjum Aara​ 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 so we...

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mortenhaga
by Contributor
  • 8617 Views
  • 8 replies
  • 10 kudos

Resolved! New strange error on Runtime 12 and above: java.lang.AssertionError: assertion failed

Hi allI struggle to find out why this error message suddenly pops up after running a cell in a notebook. The notebook is trying to run a simple "INSERT INTO" command in SQL. When I only do a SELECT clause, the cell runs without error. Also, I only ge...

  • 8617 Views
  • 8 replies
  • 10 kudos
Latest Reply
entongshen__Dat
New Contributor III
  • 10 kudos

Thanks for reporting! We have identified a defect with an early version of DBR 12 related to INSERT INTO .. SELECT when certain query patterns are involved. The defect has since been fixed. Please let us know if you have any additional questions.

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Hubert-Dudek
by Esteemed Contributor III
  • 1487 Views
  • 1 replies
  • 6 kudos

Exciting news for #azure users! The #databricks runtime 12.2 has been officially released as a long-term support (LTS) version, providing a stable and...

Exciting news for #azure users! The #databricks runtime 12.2 has been officially released as a long-term support (LTS) version, providing a stable and reliable platform for users to build and deploy their applications. As part of this release, the en...

122
  • 1487 Views
  • 1 replies
  • 6 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 6 kudos

Thank you for sharing @Hubert Dudek​ !!!

  • 6 kudos
Sujitha
by Databricks Employee
  • 7436 Views
  • 0 replies
  • 2 kudos

Weekly Release Notes RecapHere’s a quick recap of the latest release notes updates from the past one week. Databricks platform release notesMarch 13 -...

Weekly Release Notes RecapHere’s a quick recap of the latest release notes updates from the past one week.Databricks platform release notesMarch 13 - 17, 2023Execute SQL cells in the notebook in parallelYou can now run SQL cells in Databricks noteboo...

  • 7436 Views
  • 0 replies
  • 2 kudos
Hubert-Dudek
by Esteemed Contributor III
  • 1076 Views
  • 0 replies
  • 5 kudos

Exciting news for #azure users! The #databricks runtime 12.2 has been officially released as a long-term support (LTS) version, providing a stable and...

Exciting news for #azure users! The #databricks runtime 12.2 has been officially released as a long-term support (LTS) version, providing a stable and reliable platform for users to build and deploy their applications. As part of this release, the en...

122
  • 1076 Views
  • 0 replies
  • 5 kudos
Hubert-Dudek
by Esteemed Contributor III
  • 1091 Views
  • 1 replies
  • 10 kudos

Since databricks runtime 12.1 "WHEN NOT MATCHED BY SOURCE" was added to MERGE syntax. For example, using that option, we can quickly delete ...

Since databricks runtime 12.1 "WHEN NOT MATCHED BY SOURCE" was added to MERGE syntax. For example, using that option, we can quickly delete all target rows which doesn't match any source.

Screenshot 2023-01-24 130504
  • 1091 Views
  • 1 replies
  • 10 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 10 kudos

Thank you for sharing @Hubert Dudek​ 

  • 10 kudos
Databricks_-Dat
by New Contributor II
  • 2448 Views
  • 2 replies
  • 4 kudos

what is the supported mssql connector for Databricks runtime 11.3LTS Scala 2.12 Spark 3.3.0?

We were using mssql connector -com.microsoft.azure:spark-mssql-connector_2.12_3.0:1.0.0-alpha with 10.3LTS DBR. As we need to upgrade to higher version of DBR to make use of new functions like unpivot/melt in the notebooks. -com.microsoft.azure:spark...

  • 2448 Views
  • 2 replies
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Latest Reply
ranged_coop
Valued Contributor II
  • 4 kudos

Is the spark 3.3 series even supported by the connector yet ?As per the [github link](https://github.com/microsoft/sql-spark-connector#current-releases) - assuming this is the library you are trying to use ?The latest Spark 2.4.x compatible connector...

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MC006
by New Contributor III
  • 6614 Views
  • 4 replies
  • 2 kudos

Resolved! java.lang.NoSuchMethodError after upgrade to Databricks Runtime 11.3 LTS

Hi,  I am using Databricks and want to upgrade to Databricks runtime version 11.3 LTS which uses Spark 3.3 now. Current system enviroment:Operating System: Ubuntu 20.04.4 LTSJava: Zulu 8.56.0.21-CA-linux64Python: 3.8.10Delta Lake: 1.1.0Target system ...

  • 6614 Views
  • 4 replies
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Latest Reply
Meghala
Valued Contributor II
  • 2 kudos

Hi everyone this data was helped me thanks ​

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ivanychev
by Contributor II
  • 14793 Views
  • 14 replies
  • 5 kudos

toPandas() causes IndexOutOfBoundsException in Apache Arrow

Using DBR 10.0When calling toPandas() the worker fails with IndexOutOfBoundsException. It seems like ArrowWriter.sizeInBytes (which looks like a proprietary method since I can't find it in OSS) calls arrow's getBufferSizeFor which fails with this err...

  • 14793 Views
  • 14 replies
  • 5 kudos
Latest Reply
vikas_ahlawat
New Contributor II
  • 5 kudos

I am also facing the same issue, I have applied the config: `spark.sql.execution.arrow.pyspark.enabled` set to `false`, but still facing the same issue. Any Idea, what's going on???. Please help me out....org.apache.spark.SparkException: Job aborted ...

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Sujitha
by Databricks Employee
  • 1664 Views
  • 3 replies
  • 5 kudos

Weekly Release Notes Recap�� Here’s a quick recap of the latest release notes updates from the past one week. Databricks platform release notes...

Weekly Release Notes Recap Here’s a quick recap of the latest release notes updates from the past one week.Databricks platform release notes December 1-6, 2022Partner Connect supports connecting to AtScale:You can now easily create a connection betwe...

  • 1664 Views
  • 3 replies
  • 5 kudos
Latest Reply
karthik_p
Esteemed Contributor
  • 5 kudos

@Uma Maheswara Rao Desula​ if i am not wrong, below ideas portal should help you Ideas Portal | Databricks on AWS

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isaac_gritz
by Databricks Employee
  • 2401 Views
  • 4 replies
  • 8 kudos

Databricks Runtime Support

How Long are Databricks runtimes supported for? How often are they updated?You can learn more about the Databricks runtime support lifecycle here (AWS | Azure | GCP).Long Term Support (LTS) runtimes are released every 6 months and supported for 2 yea...

  • 2401 Views
  • 4 replies
  • 8 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 8 kudos

Thanks for update

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3 More Replies
hitesh1
by New Contributor III
  • 7480 Views
  • 1 replies
  • 5 kudos

java.util.NoSuchElementException: key not found

Hello,We are using a Azure Databricks with Standard DS14_V2 Cluster with Runtime 9.1 LTS, Spark 3.1.2 and Scala 2.12 and facing the below issue frequently when running our ETL pipeline. As part of the operation that is failing there are several joins...

  • 7480 Views
  • 1 replies
  • 5 kudos
Latest Reply
Aviral-Bhardwaj
Esteemed Contributor III
  • 5 kudos

Hey man,Please use these configuration in your cluster and it will work,spark.sql.storeAssignmentPolicy LEGACYspark.sql.parquet.binaryAsString truespark.speculation falsespark.sql.legacy.timeParserPolicy LEGACYif it wont work let me know what problem...

  • 5 kudos
NSRBX
by Contributor
  • 3570 Views
  • 8 replies
  • 19 kudos

Databricks-connect not available on Databricks Runtime > 10.4

Hello Databricks Team,Databricks-connect doesn't work on databricks runtime 11.3.Databricks recommends that we use dbx for Databricks Lab instead of databricks-connect. Databricks plans no new feature development for Databricks Connect at this time.D...

  • 3570 Views
  • 8 replies
  • 19 kudos
Latest Reply
xiangzhu
Contributor III
  • 19 kudos

thx @Landan George​ do you have any ETA about the public preview ?

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