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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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isaac_gritz
by • Databricks Employee
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SQL IDE Support

How to use a SQL IDE with Databricks SQLDatabricks provides SQL IDE support using DataGrip and DBeaver with Databricks SQL.Let us know in the comments if you've used DataDrip or DBeaver with Databricks! Let us know if there are any other SQL IDEs you...

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Jag
New Contributor III
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dbeaver is perfectly working fine but I fount one issue it wont show the correct error for query. 

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isaac_gritz
by • Databricks Employee
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Using Plotly Dash with Databricks

How to use Plotly Dash with DatabricksWe recommend checking out this article for the latest on building Dash Applications on top of the Databricks Lakehouse.Let us know in the comments if you use Plotly and if you're planning on adopting the latest i...

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dave-at-plotly
New Contributor III
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Hey all.  Just wanted to make sure everyone had some up-to-date intel regarding leveraging Plotly Dash with Databricks.Most Dash app integrations w Databricks today leverage the Databricks Python SQL Connector.  More technical details are available v...

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isaac_gritz
by • Databricks Employee
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Change Data Capture with Databricks

How to leverage Change Data Capture (CDC) from your databases to DatabricksChange Data Capture allows you to ingest and process only changed records from database systems to dramatically reduce data processing costs and enable real-time use cases suc...

Data Engineering
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prasad95
New Contributor III
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Hi, @isaac_gritz can you provide any reference resource to achieve the AWS DynamoDB CDC to Delta Tables.Thank You,

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isaac_gritz
by • Databricks Employee
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Local Development on Databricks

How to Develop Locally on Databricks with your Favorite IDEdbx is a Databricks Labs project that allows you to develop code locally and then submit against Databricks interactive and job compute clusters from your favorite local IDE (AWS | Azure | GC...

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Jfoxyyc
Valued Contributor
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I'm actually not a fan of dbx. I prefer the AWS Glue interactive sessions way of using the IDE. It's exactly like the web notebook experience. I can see the reason why dbx exists, but I'd still like to use a regular notebook experience in my IDE.

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isaac_gritz
by • Databricks Employee
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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...

Data Engineering
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Ajay-Pandey
Esteemed Contributor III
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Thanks for update

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isaac_gritz
by • Databricks Employee
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Databricks Security Review

Conducting a security review or vendor assessment of Databricks and looking to learn more about our security features, compliance information, and privacy policies?You can find the latest on Databricks security features, architecture, compliance and ...

Data Engineering
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Aviral-Bhardwaj
Esteemed Contributor III
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thanks man

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isaac_gritz
by • Databricks Employee
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Library Dependency

How to Install Libraries on DatabricksYou can install libraries in Databricks at the cluster level for libraries commonly used on a cluster, at the notebook-level using %pip, or using global init scripts when you have libraries that should be install...

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Chris_Shehu
Valued Contributor III
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It can be a risky to install libraries without any sort of oversite/security structure to ensure those libraries have no vulnerabilities. I think more caution needs to be added to the wording of these documents to express that. All of the libraries w...

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isaac_gritz
by • Databricks Employee
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Versions of Spark, Python, Scala, R in each Databricks Runtime

What version of Spark, Python, Scala, R are included in each Databricks Runtime? What libraries are pre-installed?You can find this info at the Databricks runtime releases page (AWS | Azure | GCP).Let us know if you have any additional questions on t...

Data Engineering
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maxdata
Databricks Employee
  • 6 kudos

Wow! Thanks for the help @Isaac Gritz​ !

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isaac_gritz
by • Databricks Employee
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  • 0 replies
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Data Mesh with Databricks

Where to Learn More about Databricks for Data MeshWe recommend checking out our Data & AI Summit Talk on how the Databricks Lakehouse platform is the best platform for distributed architectures like Data Mesh. We would also recommend checking out thi...

Data Engineering
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isaac_gritz
by • Databricks Employee
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CI/CD Best Practices

Best Practices for CI/CD on DatabricksFor CI/CD and software engineering best practices with Databricks notebooks we recommend checking out this best practices guide (AWS, Azure, GCP).For CI/CD and local development using an IDE, we recommend dbx, a ...

Data Engineering
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isaac_gritz
by • Databricks Employee
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Connecting Applications and BI Tools to Databricks SQL

Access Data in Databricks Using an Application or your Favorite BI ToolYou can leverage Partner Connect for easy, low-configuration connections to some of the most popular BI tools through our optimized connectors. Alternatively, you can follow these...

Data Engineering
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isaac_gritz
by • Databricks Employee
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Optimize Azure VM / AWS EC2 / GKE Cloud Infrastructure Costs

Tips on Reducing Cloud Compute Infrastructure Costs for Azure VM, AWS EC2, and GCP GKE on DatabricksDatabricks takes advantage of the latest Azure VM / AWS EC2 / GKE VM/instance types to ensure you get the best price performance for your workloads on...

Data Engineering
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isaac_gritz
by • Databricks Employee
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Performance Tuning Best Practices

Recommendations for performance tuning best practices on DatabricksWe recommend also checking out this article from my colleague @Franco Patano​ on best practices for performance tuning on Databricks.​Performance tuning your workloads is an important...

Performance Tuning Framework.png
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isaac_gritz
Databricks Employee
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Let us know in the comments if you have any other performance tuning tips & tricks

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