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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

User16753724663
by Databricks Employee
  • 2618 Views
  • 1 replies
  • 1 kudos

Download private repo from GitHub Enterprise in Databricks notebook

We are trying to download our repository which is hosted on GitHub Enterprise to use its python libraries in our notebooks.Earlier we had issues with downloading our repository using the repos feature in Databricks platform since only notebooks can b...

  • 2618 Views
  • 1 replies
  • 1 kudos
Latest Reply
User16753724663
Databricks Employee
  • 1 kudos

To fix the issue, we need to pass the token in the header itself git clone https://<token>:x-oauth-basic@github.com/owner/repo.gitExample:%sh   git clone https://<token>@github.com/darshanbargal4747/databricks.git

  • 1 kudos
User16753724663
by Databricks Employee
  • 1547 Views
  • 1 replies
  • 0 kudos

Unable to use on prem Mysql server as we are not able to resolve the hostname

while connecting from notebook, it returns the error unable to resolve name.

  • 1547 Views
  • 1 replies
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User16753724663
Databricks Employee
  • 0 kudos

Since we are unable to resolve hostname, it point towards the DNS issue. We can use custom dns using init script and add in the cluster:%scala dbutils.fs.put("/databricks/<directory>/dns-masq.sh";,""" #!/bin/bash #####################################...

  • 0 kudos
User16783853906
by Databricks Employee
  • 1380 Views
  • 0 replies
  • 0 kudos

Verify auto-optimize from delta history

How can I verify if auto-optimize is activated from Delta history for the two scenarios below? Will the DESC history show the details in both the cases? 1). Auto-optimize set on the table properties2). Auto-optimize enabled in spark sessionP.S. - I'm...

  • 1380 Views
  • 0 replies
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User16753724663
by Databricks Employee
  • 1983 Views
  • 1 replies
  • 0 kudos

Resolved! Unable to create a token while deploying the workspace using terraform

we have automated out deployment with python API's however we have been caught in a situation which we cannot yet solve.We are looking to collect a token during the first deployment within the environment. currently our API requires a token.Is there...

  • 1983 Views
  • 1 replies
  • 0 kudos
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User16753724663
Databricks Employee
  • 0 kudos

We can use below API to create a token and use the username and passwordcurl -X POST -u "admin_email":"xxxx" https://host/api/2.0/token/create -d' { "lifetime_seconds": 100, "comment": "this is an example token" }'

  • 0 kudos
User16826992666
by Databricks Employee
  • 12453 Views
  • 1 replies
  • 1 kudos

Resolved! Can you import a Jupyter notebook to a Databricks workspace?

Also curious if you can export a notebook created in Databricks as a Jupyter notebook

  • 12453 Views
  • 1 replies
  • 1 kudos
Latest Reply
User16826992666
Databricks Employee
  • 1 kudos

Yes, the .ipynb format is a supported file type which can be imported to a Databricks workspace. Note that some special configurations may need to be adjusted to work in the Databricks environment. Additional accepted file formats which can be import...

  • 1 kudos
User16826992666
by Databricks Employee
  • 2488 Views
  • 1 replies
  • 0 kudos

Resolved! What should I be looking for when evaluating the performance of a Spark job?

Where do I start when starting performance tuning of my queries? Are there particular things I should be looking out for?

  • 2488 Views
  • 1 replies
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Srikanth_Gupta_
Databricks Employee
  • 0 kudos

Few things on top of my mind.1) Check Spark UI and check which stage is taking more time.2) Check for data skewing3) Data skew can severely downgrade performance of queries, Spark SQL accepts skew hints in queries, also make sure to use proper join h...

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User16826992666
by Databricks Employee
  • 968 Views
  • 1 replies
  • 0 kudos

Does Databricks SQL support any kind of custom visuals?

Wondering if I can make any kind of custom visuals or are the ones that come built in the only options?

  • 968 Views
  • 1 replies
  • 0 kudos
Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

At this time the only available visuals are the ones that are included in the Databricks SQL environment. There is no way to import or create custom visuals.

  • 0 kudos
User16826992666
by Databricks Employee
  • 1020 Views
  • 1 replies
  • 0 kudos
  • 1020 Views
  • 1 replies
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Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

No you do not. Although Delta is the default file format when writing data using Databricks, any file type supported by spark can be used when writing data.

  • 0 kudos
User16826992666
by Databricks Employee
  • 3024 Views
  • 1 replies
  • 0 kudos

What happens if a spot instance worker is lost in the middle of a query?

Does the query have to be re-run from the start, or can it continue? Trying to evaluate what risk there is by using spot instances for production jobs

  • 3024 Views
  • 1 replies
  • 0 kudos
Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

If a spot instance is reclaimed in the middle of a job, then spark will treat it as a lost worker. The spark engine will automatically retry the tasks from the lost worker on other available workers. So the query does not have to start over if indivi...

  • 0 kudos
User16826992666
by Databricks Employee
  • 1265 Views
  • 1 replies
  • 0 kudos
  • 1265 Views
  • 1 replies
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Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

No, the HTML is a point-in-time snapshot of the notebook from when you perform the export. Visuals and data results do not update in the HTML when updates are made on the notebook still in the workspace.

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User16826992666
by Databricks Employee
  • 1077 Views
  • 1 replies
  • 0 kudos

Which MLlib library am I supposed to use - pyspark.mllib or pyspark.ml?

Both of these libraries seem to be available and they are both for MLlib, how do I know which one to use?

  • 1077 Views
  • 1 replies
  • 0 kudos
Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

The pyspark.mllib library is built for RDD's, and the pyspark.ml library is built for Dataframes. The RDD-based mllib library is currently in maintenance mode, while the Dataframe library will continue to receive updates and active development. For t...

  • 0 kudos
User16826992666
by Databricks Employee
  • 3012 Views
  • 1 replies
  • 0 kudos

Can I prevent users from downloading data from a notebook?

By default any user can download a copy of the data they query in a notebook. Is it possible to prevent this?

  • 3012 Views
  • 1 replies
  • 0 kudos
Latest Reply
User16826992666
Databricks Employee
  • 0 kudos

You can limit the ways that users can save copies of the data they have access to in a notebook, but not prevent it entirely. The download button which exists for cells in Databricks notebooks can be disabled in the "Workspace Settings" section of th...

  • 0 kudos
User16826994223
by Databricks Employee
  • 3896 Views
  • 1 replies
  • 0 kudos

How to get the files with a prefix in Pyspark from s3 bucket?

I have different files in my s3. Now I want to get the files which starts with cop_

  • 3896 Views
  • 1 replies
  • 0 kudos
Latest Reply
User16826994223
Databricks Employee
  • 0 kudos

You are referencing a FileInfo object when calling .startswith()and not a string.The filename is a property of the FileInfo object, so this should work filename.name.startswith('cop_ ') should work.

  • 0 kudos

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