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Forum Posts

Ajay-Pandey
by Databricks MVP
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Accelerating discovery on Unity Catalog with a revamped Catalog Explore

Discover favorite and recent UC assets in Quick Access. You'll experience a simplified navigation with the gear icon (top left) for compute, storage, credentials, connections, DBFS, and managements features. Delta Sharing, Clean Rooms, and External D...

Community Articles
unitycatalog
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Latest Reply
RishabhTiwari07
Community Manager
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Thank you for sharing this update on the Unity Catalog! @Ajay-Pandey Appreciate the detailed overview!

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alysson_souza
by Databricks Employee
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Configuring DNS resolution for Private Databricks Workspaces (AWS)

Intro For customers on the E2 Platform, Databricks has a feature that allows them to use AWS PrivateLink to provision secure private workspaces by creating VPC endpoints to both the front-end and back-end interfaces of the Databricks infrastructure. ...

AWS Inbound DNS Endpoints for Workspaces - Copy of Page 1.png alysson_souza_1-1718062496966.png AWS Inbound DNS Endpoints for Workspaces - Copy of Page 1.png
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Latest Reply
Sujitha
Databricks Employee
  • 5 kudos

@alysson_souza love it! Thank you for sharing

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SashankKotta
by Databricks Employee
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CICD for databricks workflow jobs

This post is to set up Databricks workflow jobs as a CI/CD. Below are the two essential components needed for a complete CI/CD setup of workflow jobs. Databricks Asset Bundles(DABs)AzureDevOps pipeline. Databricks Asset Bundle ( From local terminal )...

Screenshot 2024-06-14 at 4.27.27 PM.png Screenshot 2024-06-14 at 3.59.46 PM.png Screenshot 2024-06-14 at 4.19.59 PM.png
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RamkannanA
by New Contributor II
  • 4360 Views
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Resolved! RamK - Certification Update

Hi Team,My name is Ram based out of Singapore. I am new to this Community . Recently I have completed my certification in Databricks starting from Data Analyst , Data Engineering and Gen AI. Looking forward to get connected in serving the Data and AI...

RamkannanA_1-1718261550063.png
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Latest Reply
Rishabh-Pandey
Databricks MVP
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Happy to see you here .

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sudhirgarg
by New Contributor II
  • 2972 Views
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Free Databricks Professional Data Engineer Practice Tests

Hi All,I came across a very good set of Practice tests on Databricks Professional Data Engineer Certification.For time being It is being given for free by instructor as promotional activity . Enroll if you are planning to go for the certificationhttp...

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NandiniN
by Databricks Employee
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How to deal with Slow Jobs?

Definitely configure job timeouts, and configure notifications. This will help you to identify slowness due to various factors. It is crucial to also investigate and fix the issue causing the slowness. The first step is to identify the problem. This ...

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NandiniN
by Databricks Employee
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Monitoring a Streaming Job

If you have a streaming job, you need to check the batch metrics to be able to understand the stream progress. However, here are some other suggestions which we can use to monitor a streaming job and be stuck in a "hung" state. Streaming Listeners sp...

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NandiniN
by Databricks Employee
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Why configure a job timeout?

If you use Databricks Jobs for your workloads, it is possible you might have run into a situation where you find your jobs to be in "hung" state. Before cancelling the job it is important to collect the thread dump as I described here to be able to f...

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MichTalebzadeh
by Valued Contributor
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A handy tool called spark-column-analyser

I just wanted to share a tool I built called spark-column-analyzer. It's a Python package that helps you dig into your Spark DataFrames with ease.Ever spend ages figuring out what's going on in your columns? Like, how many null values are there, or h...

Community Articles
Generative AI
python
spark
  • 2709 Views
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Latest Reply
MichTalebzadeh
Valued Contributor
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An example added to README in GitHubDoing analysis for column PostcodeJson formatted output{"Postcode": {"exists": true,"num_rows": 93348,"data_type": "string","null_count": 21921,"null_percentage": 23.48,"distinct_count": 38726,"distinct_percentage"...

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youssefmrini
by Databricks Employee
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Schema evolution clause added to SQL merge syntax

You can now add the WITH SCHEMA EVOLUTION clause to a SQL merge statement to enable schema evolution for the operation. For more information: https://docs.databricks.com/en/delta/update-schema.html#sql-evo   #Databricks

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Hubert-Dudek
by Databricks MVP
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VariantType + Parse_json()

In Spark 4.0, there are no more data type mismatches when converting dynamic JSONs, as the new data type VariantType comes with a new function to parse JSONs. Stay tuned for 4.0 release.

variant.png
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youssefmrini
by Databricks Employee
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Type widening is in Public Preview

You can now enable type widening on tables backed by Delta Lake. Tables with type widening enabled allow changing the type of columns to a wider data type without rewriting underlying data files.   For more information:https://docs.databricks.co...

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Yassine_bens
by New Contributor
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How to convert txt files to delta tables

Hello members of Databricks's comunity,I am currently working on a project where we collect data from machines, that data is in .txt format. The data is currently in an Azure container, I need to clean the files and convert them to delta tables, how ...

  • 2316 Views
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Latest Reply
feiyun0112
Honored Contributor
  • 0 kudos

https://docs.databricks.com/en/ingestion/add-data/upload-data.html 

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Hubert-Dudek
by Databricks MVP
  • 1190 Views
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RocksDB for storing state stream

Now, you can keep the state of stateful streaming in RocksDB. For example, retrieving keys from memory to check for duplicate records inside the watermark is now faster. #databricks

state2.png
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