Explore discussions on Databricks administration, deployment strategies, and architectural best practices. Connect with administrators and architects to optimize your Databricks environment for performance, scalability, and security.
Hello,Looking for documents related to Azure Databricks Serverless Compute. What are the things we need to consider for security point of view when we decide to use serverless compute?
These steps are really helpful. I especially appreciate the reminder to check my credentials and consider browser-related issues, as those are often overlooked. I'll make sure to clear my cache and cookies first, and if that doesn't work, I’ll try us...
I need to NOT have the Databricks Delta Live Tables (DLT) Python stub installed on job cluster b/c of naming conflict w/ pip library dlt (and I also don't need delta live tables).There is no "simple" way of uninstalling. It's not installed via pip as...
For anyone facing a similar problem: I've addressed the issue of the dlt module conflict on my job cluster, by using an init script to remove the dlt module from the cluster's Python environment.Simply by doing:%bash
#!/bin/bash
rm -rf /databricks/sp...
I am trying to run ray on databricks for chunking and embedding tasks. The cluster I’m using is:g4dn.xlarge1-4 workers with 4-16 cores1 GPU and 16GB memoryI have set spark.task.resource.gpu.amount to 0.5 currently.This is how I have setup my ray clus...
Hi @JessieWen ,What you can do besides removing some files from the repo, is to use "Sparce mode" and select only certain paths to be synchronized with Databricks repos. Hope it helps
Wanted to know about the cost comparison and certain specific feature details between job clusters and DLT,Per the Pricing page (based on both Azure Pricing and Databricks Pricing page) following is the understanding - Region: US EastProvisionedJobs ...
Tried to use M2M OAuth connectivity on Databricks SQL Warehouse in Python:from databricks.sdk.core import Config, oauth_service_principal
from databricks import sql
....
config = Config(host=f"https://{host}",
client_...
Did anyone get this to work? I have tried the code above but I get a slightly different error but I don't see the same level of details from the logs2024-10-04 14:59:25,508 [databricks.sdk][DEBUG] Attempting to configure auth: pat2024-10-04 14:59:25,...
I have submitted this question several times to Databricks over the past few weeks, and I have gotten no response at all, not even an acknowledgement that my request was received.Please help.How can I connect a certain dataset in Databricks Community...
Hi @Retired_mod,It seams the Commnity Edition doesn't let us to generate the personal-access-token any more. Could you let us know some where we can get the token in the Comminity Edition?Thanks.
This is very generic, it depends upon use case. If you have a bunch of users trying to read data from catalogs, and perform data analysis or analytics creating a common cluster will be more cost effective and provided better performance. Also, largel...
How can I assign a azure databricks user group to an alert for notification?Current scenario is whenever we need to add a user for alert email notification we are manually adding that user email address to each we setup (more than 100) which is very ...
One option is to handle the logic inside the python notebook to trigger alerts using emali and smtp lib which accepts databricks local groups and AD groups that are synched.
The documentation here doesn't give much information about how to use `external_id` when creating a new group. If I reference the object_id for an Azure AD Group, the databricks group gets created but the members from the AD group are not added, nor ...
Hello,We are using Azure Databricks in a single tenant. We will have many teams working in multiple (Unity Enabled) Workspaces using a variety of Catalogs, External Locations, Storage Credentials, ect. Some of those resources will be shared (e.g., an...
We are using Azure Databricks in a single tenant. We will have many teams working in multiple (Unity Enabled) Workspaces using a variety of Catalogs, External Locations, Storage Credentials, etc. Some of those resources will be shared (e.g., an Exter...
while connecting to an api from databricks notebook with the bearer token I am getting the below errorHTTPSConnectionPool(host='sandvik.peakon.com', port=443): Max retries exceeded with url: /api/v1/segments?page=1 (Caused by SSLError(SSLCertVerifica...
Hi @SunilSamal
The error you are encountering, SSLCertVerificationError, indicates that the SSL certificate verification failed because the local issuer certificate could not be obtained. This is a common issue when the SSL certificate chain is inco...
Hello all,I have a slightly niche issue here, albeit one that others are likely to run into.Using databricks on Azure, my organisation has included extended our WAN into the cloud, so that all compute clusters are granted a private IP address that ca...
I am an Account Admin at Databricks (Azure), and trying to delete users that are being offboarded.I have managed to delete most users. However, for a couple, I get the following message (see screenshot):ABORTED: Account <account> is read-only during ...
I am currently setting up the VSCode extension for Databricks Connect, and it’s working fine so far. However, I have a question about cluster configurations. I want to access Unity Catalog from VSCode through the extension, and I’ve noticed that I ca...
