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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

Philospher1425
by • New Contributor II
  • 14091 Views
  • 4 replies
  • 2 kudos

Rename the file in Databricks is so hard.How to make it simpler

Hi Community  Actually my requirement is simple , I need to drop the files into Azure data Lake gen 2 storage from Databricks. But When I use df.coalesce(1).write.csv("url to gen 2/stage/) It's creating part .CSV file . But I need to rename to a cust...

  • 14091 Views
  • 4 replies
  • 2 kudos
Latest Reply
raphaelblg
Databricks Employee
  • 2 kudos

Hi @Philospher1425,   Allow me to clarify that dbutils.fs serves as an interface to submit commands to your cloud provider storage. As such, the speed of copy operations is determined by the cloud provider and is beyond Databricks' control.   That be...

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Lizhi_Dong
by • New Contributor II
  • 6245 Views
  • 6 replies
  • 1 kudos

Tables disappear when I re-start a new cluster on Community Edition

What would be the best plan for independent course creator?Hi folks! I want to use databrick community edition as the platform to teach online courses. As you may know, for community edition, you need to create a new cluster when the old one terminat...

  • 6245 Views
  • 6 replies
  • 1 kudos
Latest Reply
Shivanshu_
Contributor
  • 1 kudos

I believe only the metadata get's removed from HMS not the delta files from dbfs. Instead of loading the data again and again try using ctas with that dbfs location.

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JonM
by • Databricks Partner
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Information_schema appears empty

Hi,We've encountered a problem with the information schema for one of our catalogs. For context: we're using dbt to implement our logic. We noticed this issue because dbt queries the information_schema.tables view to check which tables should be drop...

  • 1815 Views
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Pratibha
by • New Contributor II
  • 2694 Views
  • 2 replies
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which cluster/worker/driver type is best for analytics work?

which cluster/worker/driver type is best for analytics work?

  • 2694 Views
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Latest Reply
jacovangelder
Databricks MVP
  • 0 kudos

Analytics work as in querying and analyzing data? Preferably using Databricks SQL? If so, then a SQL Warehouse is your best friend. 

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kiko_roy
by • Contributor
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  • 5 replies
  • 2 kudos

Resolved! Delta sharing open protocol in Unity catalog: FileNotFoundError

Hi TeamI have created a recipient under delta sharing (azure databricks) . Unity catalog is enabled and data is stored in ADLS gen2. I have downloaded the credential file and trying to resue in my python script (as per databricks documentation) for a...

  • 5519 Views
  • 5 replies
  • 2 kudos
Latest Reply
jacovangelder
Databricks MVP
  • 2 kudos

I wasn't able to reproduce your issue. Is your delta table operable? can you see sample data from within databricks and query the table from within databricks? It almost looks like some parquet files are missing, causing your delta not queryable anym...

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medha
by • New Contributor
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  • 1 replies
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Issues with Common Data Model as Source - different column size for blobs

I have a Dataverse Synapse link set up to extract data into ADLS gen2. I am trying to connect ADLS gen2 as the data source to read the data files in Databricks. I have CDC enabled for CDM Data with the partition of Year and Month.So, for example, if ...

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Latest Reply
jacovangelder
Databricks MVP
  • 0 kudos

This is a thoughtful consideration, but have you considered using .option("mergeSchema", "true") when writing?Do keep in mind that this will affect the target table and possible downstream consumers. Ideally you want to have strict a schema contract ...

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maskepravin02
by • New Contributor II
  • 6362 Views
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Resolved! How can we connect to 2 different hive spark.hadoop.hive.metastore.uris

We need to read a table from 2 different spark.hadoop.hive.metastore.uris and do some validations.We are not able to connect to both spark.hadoop.hive.metastore.uris at the same time using sparkSession.I will be using Spark version: 3.1.1 and the lan...

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Latest Reply
ashraf1395
Honored Contributor
  • 0 kudos

Hi there @maskepravin02,We have once implemented this approach of two reading two different hive metasores, but it was not on AWS and GCP, maybe the docs can help.Though it is not recommended The best approach is to create separate spark applications...

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pt07
by • New Contributor
  • 1509 Views
  • 1 replies
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how do i pass the value from one task in the workflow to another task?

how do i pass the value from one task in the workflow to another task? #worksflow #orchestration 

  • 1509 Views
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Latest Reply
brockb
Databricks Employee
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Hi @pt07 ,    This may be what you're looking for. Can you please take a look? https://www.databricks.com/blog/2022/08/02/sharing-context-between-tasks-in-databricks-workflows.html  

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subashdsouza
by • New Contributor
  • 2962 Views
  • 1 replies
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  • 2962 Views
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Latest Reply
mhiltner
Databricks Employee
  • 0 kudos

Delta Uniform is the way to go at the moment: https://www.databricks.com/blog/delta-lake-universal-format-uniform-iceberg-compatibility-now-ga In one word, tables are written in Delta but have compatibility with Iceberg as they will also save iceberg...

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Husainyusuf
by • New Contributor
  • 1517 Views
  • 1 replies
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DataAIsummit 2024

Having a wonderful learning experience and sharing experience and knowledge with fellow data engineers/scientists/architects

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Latest Reply
Ryangough37
New Contributor II
  • 0 kudos

Interesting use cases so far. Looking forward ot the sessions tomorrow!

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