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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

alonisser
by Contributor II
  • 1053 Views
  • 1 replies
  • 1 kudos

Since moving to dbr 14.3 with python jobs I don't see the stack trace for exceptions

or even the logs don't contain the error line I see (downloaded all logs file from the UI and checked them)How can I see the stacktrace? it's essential to debug certain issues

  • 1053 Views
  • 1 replies
  • 1 kudos
Latest Reply
alonisser
Contributor II
  • 1 kudos

Thanks for the answer, but i fail to see what it has to do with my questions. it's not a "general python error", I run lots of jobs with python on Databricks clusters and know how to run python jobs and dependencies, I'm pointing to a specific issue ...

  • 1 kudos
shanebo425
by New Contributor III
  • 1933 Views
  • 2 replies
  • 0 kudos

Saving Widgets to Git

We use Databricks widgets in our python notebooks to pass parameters in jobs but also for when we are running the notebooks manually (outside of a job context) for various reasons. We're a small team, but I've noticed that when I create a notebook an...

  • 1933 Views
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daniel_sahal
Esteemed Contributor
  • 0 kudos

@shanebo425 You can add your widgets to the code, ex:dbutils.widgets.text("test", "") dbutils.widgets.get("test") Remember that the cell with widget needs to be run in order for widgets to be actually visible in a notebook.

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avrm91
by Contributor
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XML DLT Autoloader - Ingestion of XML Files

I want to ingest multiple XML files with varying but similar structures without defining a schema.For example:   <?xml version="1.0" encoding="ISO-8859-1"?> <LIEFERUNG> <ABSENDER> <RZLZ>R00000001</RZLZ> <NAME>Informatik GmbH </NAME> <ST...

  • 9171 Views
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avrm91
Contributor
  • 0 kudos

@Retired_mod Thanks a lot.I found an issue in from_xml function.I posted above: SELECT from_xml(CONCAT('<ABSENDER>', ABSENDER, '</ABSENDER>'), schema_of_xml(' <ABSENDER> <RZLZ>R00000001</RZLZ> <NAME>Informatik GmbH</NAME> <STRASSE>M...

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daindana
by New Contributor III
  • 6470 Views
  • 8 replies
  • 3 kudos

Resolved! How to preserve my database when the cluster is terminated?

Whenever my cluster is terminated, I lose my whole database(I'm not sure if it's related, I made those database with delta format. ) And since the cluster is terminated in 2 hours from not using it, I wake up with no database every morning.I don't wa...

  • 6470 Views
  • 8 replies
  • 3 kudos
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dhpaulino
New Contributor II
  • 3 kudos

 As the file still in the dbfs you can just recreate the reference of your tables and continue the work, with something like this:db_name = "mydb" from pathlib import Path path_db = f"dbfs:/user/hive/warehouse/{db_name}.db/" tables_dirs = dbutils.fs....

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lnsnarayanan
by New Contributor II
  • 12309 Views
  • 8 replies
  • 12 kudos

Resolved! I cannot see the Hive databases or tables once I terminate the cluster and use another cluster.

I am using Databricks community edition for learning purposes. I created some Hive-managed tables through spark sql as well as with df.saveAsTable options. But when I connect to a new cluser, "Show databases" only returns the default database....

  • 12309 Views
  • 8 replies
  • 12 kudos
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dhpaulino
New Contributor II
  • 12 kudos

As the file still in the dbfs you can just recreate the reference of your tables and continue the work, with something like this:db_name = "mydb" from pathlib import Path path_db = f"dbfs:/user/hive/warehouse/{db_name}.db/" tables_dirs = dbutils.fs.l...

  • 12 kudos
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v01d
by New Contributor III
  • 1504 Views
  • 1 replies
  • 0 kudos

Databricks Auto Loader authorization exception

Hello,I'm trying to process the DB Auto Loader with notifications=true option (Azure ADLS) and get not clear authorization error. The exception log attached.Looks like all required permission are provided to the service principle: 

Screenshot_2024-06-01_at_14_32_06.png
  • 1504 Views
  • 1 replies
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AkasBala
by New Contributor III
  • 3770 Views
  • 3 replies
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Primary Key not working as expected on Unity Catalog delta tables

Hi @Chetan Kardekar. I noticed that you had commented on Primary key on Delta tables. Do we have that feature already released in DataBricks Premium. I have a Unity Catalog and I created a table with Primary Key, though it doesnt act like Primary Key...

  • 3770 Views
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Bala Akas​ 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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paranoid_jvm
by New Contributor II
  • 5211 Views
  • 0 replies
  • 1 kudos

Spark tasks getting stick on one executor

Hi All,I am running a Spark job using cluster with 8 executor with 8 cores each. The job involves execution of UDF. The job processes rows in few 100 thousands. When I run the job, each executor is assigned 8 job each. Usually the job succeeds in les...

  • 5211 Views
  • 0 replies
  • 1 kudos
Erik
by Valued Contributor III
  • 8924 Views
  • 7 replies
  • 10 kudos

Resolved! How to use dbx for local development.

​Databricks connect is a program which allows you to run spark code locally, but the actual execution happens on a spark cluster. Noticeably, it allows you to debug and step through the code locally in your own IDE. Quite useful. But it is now beeing...

  • 8924 Views
  • 7 replies
  • 10 kudos
Latest Reply
FeliciaWilliam
Contributor
  • 10 kudos

I found answers to my questions here

  • 10 kudos
6 More Replies
abaet
by New Contributor
  • 584 Views
  • 0 replies
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Random NoClassDefFound Error when running job

We are running a job on a cluster with DBR 10.4 LTS Spark 3.2.1 and scala 2.12. Cluster is using 4 workers (spot instances) .The driver is not a spot instanceRandomly ( only on one environment and not all executions), we are getting the following err...

  • 584 Views
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fury-kata
by New Contributor II
  • 1352 Views
  • 1 replies
  • 0 kudos

ModuleNotFoundError when run with foreachBatch on serverless mode

I using Notebooks to do some transformations I install a new whl:  %pip install --force-reinstall /Workspace/<my_lib>.whl %restart_python  Then I  successfully import the installed lib  from my_lib.core import test  However when I run my code with fo...

  • 1352 Views
  • 1 replies
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wilco
by New Contributor II
  • 2482 Views
  • 2 replies
  • 0 kudos

SQL Warehouse: Retrieving SQL ARRAY Type via JDBC driver

Hi all,we are currently running into the following issuewe are using serverless SQL warehousein a JAVA application we are using the latest Databricks JDBC driver (v2.6.36)we are querying the warehouse with a collect_list function, which should return...

  • 2482 Views
  • 2 replies
  • 0 kudos
Latest Reply
KTheJoker
Databricks Employee
  • 0 kudos

Hey Wilco, The answer is no, ODBC/JDBC don't support complex types so these need to be compressed into strings over the wire (usually in JSON representation) and rehydrated on the client side into a complex object.

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source2sea
by Contributor
  • 3374 Views
  • 2 replies
  • 0 kudos

Resolved! ERROR RetryingHMSHandler: NoSuchObjectException(message:There is no database named global_temp)

ERROR RetryingHMSHandler: NoSuchObjectException(message:There is no database named global_temp)should one create it in the work space manually via UI? and how?would it get overwritten if work space is created via terraform?I use 10.4 LTS runtime.

  • 3374 Views
  • 2 replies
  • 0 kudos
Latest Reply
ashish2007g
New Contributor II
  • 0 kudos

I am experiencing significant delay on my streaming. I am using changefeed connector. Its processing streaming batch very frequently but experiencing sudden halt and shows no active stage for longer time. I observed below exception continuously promp...

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kskistad
by New Contributor III
  • 7045 Views
  • 2 replies
  • 4 kudos

Resolved! Streaming Delta Live Tables

I'm a little confused about how streaming works with DLT. My first questions is what is the difference in behavior if you set the pipeline mode to "Continuous" but in your notebook you don't use the "streaming" prefix on table statements, and simila...

  • 7045 Views
  • 2 replies
  • 4 kudos
Latest Reply
Harsh141220
New Contributor II
  • 4 kudos

Is it possible to have custom upserts in streaming tables in a delta live tables pipeline?Use case: I am trying to maintain a valid session based on timestamp column and want to upsert to the target table.Tried going through the documentations but dl...

  • 4 kudos
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sreeyv
by New Contributor II
  • 1007 Views
  • 2 replies
  • 0 kudos

Unable to execute update statement through Databricks Notebook

I am unable to execute update statements through Databricks Notebook, getting this error message "com.databricks.sql.transaction.tahoe.actions.InvalidProtocolVersionException: Delta protocol version is too new for this version of the Databricks Runti...

  • 1007 Views
  • 2 replies
  • 0 kudos
Latest Reply
sreeyv
New Contributor II
  • 0 kudos

This is resolved, this happens when a Column in the table has a GENERATED BY DEFAULT AS IDENTITY defined. When you remove this column, it works fine

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