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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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Phani1
by Valued Contributor II
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Talend ETL code to Databricks

Hi Team,What is the best way to transfer Talend ETL code to Databricks and what are the best methods/practices for migrating Talend ETL's to Databricks (notebook, code conversion/migration strategy, workflow's etc)?Regards,Janga

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thelogicplus
New Contributor II
  • 0 kudos

if you're planning to migrate from your current technology to Databricks, Travinto Technologies' Code Converter Tool is here to make the process seamless. This powerful tool enables you to migrate data, ETL workflows, and reports across platforms eff...

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Phani1
by Valued Contributor II
  • 211 Views
  • 1 replies
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code vulnerabilities, code smells, and bugs

Hi Team, is there a way in Databricks to check for code vulnerabilities, code smells, and bugs?Note :Databricks native functionality only  

  • 211 Views
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SathyaSDE
New Contributor III
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Hi,As far as I am aware, for security scanning/monitoring at Databricks account level, we have belowSAT - https://github.com/databricks-industry-solutions/security-analysis-toolhttps://www.databricks.com/trust/trusthttps://learn.microsoft.com/en-us/a...

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Phani1
by Valued Contributor II
  • 446 Views
  • 1 replies
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incremental loads without date column

Hi All,We are facing a situation where our data source is Snowflake, and the data is saved in a storage location(adls) in parquet format. However, the tables or data lack a date column or any incremental column for performing incremental loads to Dat...

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-werners-
Esteemed Contributor III
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Ideally you would have some change tracking system (cdc f.e.) on the source tables (Streams in the case of Snowflake, Introduction to Streams | Snowflake Documentation).But that is not the case.So I think you approach is ok.  You cannot track what is...

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Phani1
by Valued Contributor II
  • 293 Views
  • 1 replies
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Oracle -> Oracle Golden Gate ->Databricks Delta lake

Hi All,We have a situation where we are collecting data from different Oracle instances.The customer is using Oracle GoldenGate to replicate this data into a storage location.From there, we can use Auto Loader or Delta Live Tables to read Avro files ...

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szymon_dybczak
Contributor III
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Hi @Phani1 ,In my opinion this is really good setup. You have push scenario where Oracle GoldenGate  is responsible for delivering data into storage, so you don't have to bother about extraction part. And autoloader is the best choice when it comes t...

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Phani1
by Valued Contributor II
  • 264 Views
  • 0 replies
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Denodo Connection Parameters.

 Hi All,We are establishing a connection from Denodo to Databricks. During the development phase, we utilized a personal access token associated with  developer account. However, this approach is not considered a best practice for production environm...

  • 264 Views
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Phani1
by Valued Contributor II
  • 466 Views
  • 1 replies
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Databricks serverless Vs snowflake

Hi All,We want to switch from Snowflake to Databricks SQL Warehouse/serverless to simplify our data layers and reduce data copies before the reporting layer. Please share the benefits of using serverless over Snowflake and any limitations you see. We...

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-werners-
Esteemed Contributor III
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one big pro is that you do not need to copy data to the dwh. also your transformations and analytics queries reside on the same platform (databricks).If databricks can cover all the requirementsm compared to snowflakem is hard to tell.  Probably ther...

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Phani1
by Valued Contributor II
  • 684 Views
  • 1 replies
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best practices for implementing early arriving fact handling

 Hi All,Can you please share us the best practices for implementing early arriving fact handling in databricks for streaming data processed in near real time using structured streaming.There are many ways to handle this use case in batch/mini batch. ...

Phani1_0-1724754033290.png
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Phani1
Valued Contributor II
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Greetings Team, I would like to inquire if any of you have suggestions regarding the query.

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Phani1
by Valued Contributor II
  • 502 Views
  • 1 replies
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autoloader data processing

 Hi Team,Can you share the best practices for designing the autoloader data processing?We have data from 30 countries data coming in various files. Currently, we are thinking of using a root folder i.e country, and with subfolders for the individual ...

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szymon_dybczak
Contributor III
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Hi @Phani1 ,Structure of folders that you are going to use make sense to me. Since you've mentioned that there will be thousands of files, the best practice will be to use autoloader with file notification mode.  Also, you can read about databricks r...

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Phani1
by Valued Contributor II
  • 1013 Views
  • 2 replies
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classic cluster vs serverless cost

Hi Team,Can you help me the cost comparison between classic cluster and serverless?

  • 1013 Views
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Rishabh_Tiwari
Databricks Employee
  • 1 kudos

Hi @Phani1 , Thank you for reaching out to our community! We're here to help you.  To ensure we provide you with the best support, could you please take a moment to review the response and choose the one that best answers your question? Your feedback...

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Phani1
by Valued Contributor II
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  • 2 replies
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Azure Synapse vs Databricks

 Hi team,Could you kindly provide your perspective on the cost and performance comparison between Azure Synapse and Databricks SQL Warehouse/serverless, as well as their respective use cases? Thank you.

  • 2664 Views
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Latest Reply
Witold
Honored Contributor
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Agree with @mhiltner, it doesn't make sense to compare it with Synapse, as it's literally dead. You most likely want to compare it to Fabric instead. Fabric is highly under development, but IMHO it still lacks behind other Data/AI solutions. No catal...

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