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Start your journey with Databricks by joining discussions on getting started guides, tutorials, and introductory topics. Connect with beginners and experts alike to kickstart your Databricks experience.
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Forum Posts

Phani1
by Databricks MVP
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checklist for : process to move and deploy in the prod

Hi Team,Could you please help me with best practices to move and deploy (code, workspace, notebooks, etc) in the prod?Regards,Phanindra

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-werners-
Esteemed Contributor III
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the most important is to use Repos!Link your workspace with git and use feature branches and pull requests to promote code/notebooks.Check the databricks docs on Repos.  If you have further questions; shoot.

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Phani1
by Databricks MVP
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Archival Strategy for Delta tables

 Hi Team, We would like to define the archival strategy for data. Could you please share best practices /guide me on the below are the 3 use cases Case-1: On-Prem SQL and Oracle Data which is more than 20 years and they wanted to bring them into clou...

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-werners-
Esteemed Contributor III
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case 1: I'd extract the data from the db to a data lake (cold storage if that is possible, that is cheaper) using an ETL tool like Data Factory, Glue etc.  Then the archiving can take place.  Perhaps also create a backup of the data on a 2nd data lak...

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Phani1
by Databricks MVP
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Databricks setup/deployment checklist/best practices

Hi Team, could you please share or guide us on any checklist/best practices for Databricks setup/deployment?

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icyflame92
New Contributor II
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Hi @Phani1 , here are some best practices https://github.com/Azure/AzureDatabricksBestPractices/tree/master and you could take these points as your "checklist".Choose the right Databricks Workspace:Decide on the appropriate Azure region for your Data...

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rpl
by Contributor
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Resolved! Read file with Delta Live Tables from external location (Unity Catalog)

As far as I understand, Delta Live Tables should now support reading data from an external location, but I can’t get it to work. I’ve added an ADLS container to Unity Catalog as an external location. There’s a folder in the container containing an ex...

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Delta Live Tables
Unity Catalog
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rpl
Contributor
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I misspelled the folder name; I got it working now  The error message could have been more informative

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Shivam_Patil
by New Contributor II
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Databricks Certified Associate Developer for Apache Spark 3.0 - Python sample paper

I am trying to get sample papers for Databricks Certified Associate Developer for Apache Spark 3.0 - Python before I attempt my exam 

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Cert-Bricks
Databricks Employee
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Hi, there, This exam has a Practice Exam, I think that's what you are looking for. 

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Phani1
by Databricks MVP
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Infrastructure reverse engineering

How can we do infrastructure reverse engineering in Databricks? Any kind of solution accelerator or tool that can scan through the environment and identify the solutions /components that are used in the Databricks environment and the complexity withi...

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reverse engineering
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Phani1
Databricks MVP
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Hi Team,Could you please help us on this.Regards,Phanindra

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osalawu
by New Contributor
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Got Suspended while taking Databricks Certified Data Analyst Associate Assessment

Hi Team, What I experienced today from the proctor was so not nice, my experience with proctor today was very frustrating and pathetic, I was taking my assessment today 11-26-2023, 2pm, I was already on between question 22nd to 25th when my assessmen...

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Cert-Team
Databricks Employee
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@osalawu Sorry to hear you had an issue with your exam. In order to protect your Webassessor account information, please file a ticket with our support team. Please include your Webassessor login ID, the exam, and a couple of dates and times that wil...

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harry546
by New Contributor III
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Unable to log metrics to table/driver using spark StreamingQueryListener

Hi Everyone,Hope everyone is enjoying their holiday time.I have spark streaming job (copy activity from location A to location B) and a Query Listener and attached to the streaming job.As mentioned over the attachments I can see numInputRows gets log...

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Streamingmetrics
StreamingQueryListener
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Klusener
by Contributor
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Arguments parsing in Databricks python jobs

On Databricks created a job task with task type as Python script from s3. However, when arguments are passed via Parameters option, running into unrecognized arguments' error.Code in s3 file:import argparse def parse_arguments(): parser = argpar...

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MiroFuoli
by New Contributor II
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Unity Catalog - Limited Options for Connection Objects

I’m currently trying to create a Foreign Catalog based on a Connection object of type SQLSERVER. This would allow me to directly access our on-premises MS SQL database from within Azure Databricks using Unity Catalog.As I’m part of a large organizati...

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Connection
Foreign Catalog
SQL warehouse
Unity Catalog
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kelvinlui1234
by New Contributor
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Can not able to connect to ADLS Gen2 using ABFSS (urgent)

Hi all,I was having an error when trying to connect to azure data lake. "SSLHandshakeExceptio" Please see the detail below.Please help!

MicrosoftTeams-image (3).png
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ChishGayl
New Contributor II
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The error message you provided, "SSLHandshakeExceptio," indicates that there is a problem with the SSL handshake between your system and the Azure Data Lake. This issue can be caused by various factors, such as incorrect settings, network issues, or ...

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eallain
by New Contributor
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Structured Streaming - Kafka Offset Management

In my team, we decided to move from spark streaming to structured streaming, mainly cause it says that it's legacy and we want to benefit new features from structured streaming.However we have an issue with committing offsets.Previously on spark stre...

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PiotrU
by Contributor II
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.overwriteschema + writestream

HelloI have issue with overwriting schema while using writestream - I do not receive any error - however schema remain unchangedBelow exampledf_abc = spark.readstream   .format("cloudFiles")   .option("cloudFiles.format", "parquet")    .option"cloudF...

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PiotrU
Contributor II
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That did not solve the problem 

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RahulPatidar
by New Contributor II
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dataset.cache() not working : NoSuchObjectException(message:There is no database named global_temp)

ERROR RetryingHMSHandler: NoSuchObjectException(message:There is no database named global_temp)at org.apache.hadoop.hive.metastore.ObjectStore.getMDatabase(ObjectStore.java:508)at org.apache.hadoop.hive.metastore.ObjectStore.getDatabase(ObjectStore.j...

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RahulPatidar
New Contributor II
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@Retired_mod can you please help me to resolve this issue.

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