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Community Platform Discussions
Connect with fellow community members to discuss general topics related to the Databricks platform, industry trends, and best practices. Share experiences, ask questions, and foster collaboration within the community.
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Forum Posts

kfab
by New Contributor II
  • 4971 Views
  • 1 replies
  • 0 kudos

Serving GPU Endpoint, can't find CUDA

Hi everyone !I'm encountering an issue while trying to serve my model on a GPU endpoint.My model is using deespeed that needs I got the following error : "An error occurred while loading the model. CUDA_HOME does not exist, unable to compile CUDA op(...

  • 4971 Views
  • 1 replies
  • 0 kudos
sanjay
by Valued Contributor II
  • 1830 Views
  • 0 replies
  • 0 kudos

Deploy mlflow model to Sagemaker

Hi,I am trying to deploy mlflow model in Sagemaker. My mlflow model is registered in Databrick.Followed below url to deploy and it need ECR for deployment. For ECR, either I can create custom image and push to ECR or its mentioned in below url to get...

  • 1830 Views
  • 0 replies
  • 0 kudos
Sanky
by New Contributor
  • 1558 Views
  • 0 replies
  • 0 kudos

SQL query on information_schema.tables via service principal

Hi,I have a simple python notebook with below code ----query = "select table_catalog, table_schema, table_name from system.information_schema.tables where table_type!='VIEW' and table_catalog='TEST' and table_schema='TEST'"test = spark.sql(query)disp...

Community Platform Discussions
information_schema
Service Principal
troubleshooting
  • 1558 Views
  • 0 replies
  • 0 kudos
arkiboys
by Contributor
  • 1990 Views
  • 1 replies
  • 1 kudos

reading databricks tables

Hello,Currently I have created databricks tables in the hive_metastore.databasesTo read these tables using a select * query inside the databricks notebook, I have to make sure the databrcks cluster is started.Question is to do with reading the databr...

  • 1990 Views
  • 1 replies
  • 1 kudos
Latest Reply
arkiboys
Contributor
  • 1 kudos

thank you

  • 1 kudos
sue01
by New Contributor II
  • 2011 Views
  • 2 replies
  • 0 kudos

Error with using Vector assembler in Unity Catalog

Hello,I am getting the below error while trying to convert my features using vector assembler in unity catalog cluster I tried setting up the config like mentioned in a different post, but it did not work still. Could use some help here.Thank you..

sue01_0-1708093249414.png
Community Platform Discussions
unitycatalog mlflowerror
  • 2011 Views
  • 2 replies
  • 0 kudos
Latest Reply
sue01
New Contributor II
  • 0 kudos

Yes, so what is the solution for shared access mode? How do I solve this error?

  • 0 kudos
1 More Replies
lwoodward
by New Contributor II
  • 1916 Views
  • 1 replies
  • 0 kudos

Resolved! ETL Advice for Large Transactional Database

I have a SQL server transactional database on an EC2 instance, and an AWS Glue job that pulls full tables in parquet files into an S3 bucket. There is a very large table that has 44 million rows, and records are added, updated and deleted from this t...

  • 1916 Views
  • 1 replies
  • 0 kudos
Latest Reply
ScottSmithDB
Databricks Employee
  • 0 kudos

If you have a CDC stream capability, you can use the APPLY CHANGES INTO API to perform SCD1, or SCD2 in a Delta Lake table in Databricks.  You can find more information here.  This is the best way to go if CDC is a possibility.If you do not have a CD...

  • 0 kudos
Nagasundaram
by New Contributor II
  • 8557 Views
  • 2 replies
  • 0 kudos

Connect to Databricks using Java SDK through proxy

I'm trying to connect to databricks from java using the java sdk and get cluster/sqlWarehouse state. I'm able to connect and get cluster state from my local. But, once I deploy it to the server, my company's network is not allowing the connection. We...

  • 8557 Views
  • 2 replies
  • 0 kudos
Latest Reply
Allia
Databricks Employee
  • 0 kudos

Hi  @Nagasundaram    You can make use of the below init script inorder to use a proxy server with Databricks cluster. The content of the init script can be added at  "Workspace/shared/setproxy.sh"  ================================================== v...

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samarth_solanki
by New Contributor II
  • 10350 Views
  • 1 replies
  • 0 kudos

How to add instance profile permission to all user via databricks-sdk workspace client

How to add instance profile permission to all user via databricks-sdk workspace client. Just like terraform where we can give "users" for all users , how can we don same using databricks-sdk workspace-client. I cannot find permission for instance pro...

  • 10350 Views
  • 1 replies
  • 0 kudos
shanmukhasai96
by New Contributor
  • 1621 Views
  • 1 replies
  • 0 kudos

Databricks GPU utilization not to full extent

Hi Everyone, I have been running below code. However Im getting CUDA out of memory error even though I have 4 GPUs in cluster which should ideally have 64 GB GPU , but the code is failing with 16 GB. I assume that the code is not utilizing all 4 GPU ...

  • 1621 Views
  • 1 replies
  • 0 kudos
Latest Reply
Jisong
New Contributor II
  • 0 kudos

Your code is loading the full model into a single GPU so having multiple GPUs does not prevent out of memory errors. By default, transformer models only have DDP (distributed data parallel) so each GPU has a copy of your model for speeding up trainin...

  • 0 kudos
samarth_solanki
by New Contributor II
  • 3727 Views
  • 1 replies
  • 0 kudos

Resolved! Unittesting databricks.sdk.runtime

How to mock a code that uses dbutils from"from databricks.sdk.runtime import dbutils"it shows databricks-sdk has no attribute runtime

  • 3727 Views
  • 1 replies
  • 0 kudos
Latest Reply
Ayushi_Suthar
Databricks Employee
  • 0 kudos

Hi @samarth_solanki , I Hope you are doing well!  Based on the information you have shared, it seems like you're trying to import dbutils from databricks.sdk.runtime, but you're encountering an error that says "databricks-sdk has no attribute runtime...

  • 0 kudos
halcho
by New Contributor III
  • 12604 Views
  • 6 replies
  • 9 kudos

Notebook scrolling as I select

When I select text in a notebook cell the whole notebook scrolls up as a select. This happens when I use the mouse wheel and with shift+arrow key. It varies by cell - happens in some cells, but not other cells within the same notebook. When I refresh...

  • 12604 Views
  • 6 replies
  • 9 kudos
Latest Reply
Israel_H
New Contributor III
  • 9 kudos

I'm relieved to know that I'm not the only one experiencing this issue.Please, address this as soon as possible. It's significantly impacting my productivity.

  • 9 kudos
5 More Replies
QBexperts
by New Contributor II
  • 1390 Views
  • 1 replies
  • 3 kudos

Resolved! How do i fix QB Error code 6000 301?

When I try to access my company files, I keep getting the error 6000 301 in QB. Please assist me in fixing this mistake.

  • 1390 Views
  • 1 replies
  • 3 kudos
Latest Reply
mikejeson254
New Contributor III
  • 3 kudos

Are you facing QB error 6000 301 while trying to log in to your company file in QB Desktop and don’t know what should be done next? If yes, then you should not panic at all because through this post I am going to tell you everything you need to know ...

  • 3 kudos
ledbutter
by New Contributor II
  • 2073 Views
  • 2 replies
  • 0 kudos

Resolved! Create Storage Credential 500 Response

I'm trying to create storage credentials for an Azure Databricks Connector at the workspace level with a service principal that has the CREATE_STORAGE_CREDENTIAL but is NOT an account admin. For this test, the SP has the owner role on the connector.I...

  • 2073 Views
  • 2 replies
  • 0 kudos
Latest Reply
Ayushi_Suthar
Databricks Employee
  • 0 kudos

Hi @ledbutter , hope you are doing well today!  I have gone through the details and this issue might be related to https://github.com/databricks/cli/issues/1080 Please refer to this for more details: https://github.com/databricks/cli/issues/1108 Plea...

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