Hi,I am using a spark pipeline having stages VectoreAssembler, StandardScalor, StringIndexers, VectorAssembler, GbtClassifier. And then logging this pipeline using feature store log_model function as follows:fe = FeatureStoreClient() // I have tried ...
I'm creating a series of runs using the /api/2.1/jobs/runs/submit, I wanted to add some tags for more control on the cost and usage, but I notice it's not an option. My first idea was using /api/2.1/jobs/update but it returns that it doesn't have any...
It could be, but I can still list the job permissions, so it's creating some kind of job... Is there a way of adding from the begining/updating tags into that job?
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...
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...
tldr: Notebook selected "Editor theme (New)" is not being retained after viewing "push code code to repo" screen.I believe I have the answer to this issue.What's occurring and why:1. User selects: View --> Editor theme --> <<theme>> (ie: Monokai)2. U...
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...
thank you
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...
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...
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...
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...
Hi community,Is it possible to use Databricks service principals for authentication on Databricks connect 12.2 to connect my notebook or code to Databricks compute, rather than using personal access token? I checked the docs and got to know that upgr...
Hi @Retired_modThanks for your response. I was able to generate the token of the service principal following this doc, later saved it in the <Databricks Token> variable prompted when running databricks-connect configure command in terminal. And was a...
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...
I am having basic question, As managed tables doesnt store their data into ADLS Gen2. But in our architcture we created 3 containers in ADLS Gen2 (Bronze, Silver and Gold) . If I chose managed tables then neither metadata nor data doesnt store into ...
We aim to streamline the UCX installation process by utilizing Databricks CLI and automating the manual input of required details at each question level .Could you please guide us how can we achieve to automate the parameter's while installation? wha...
Hi Team, We don't see option at UCX command level passing parameters as json /config file, could you please help me in this case how we can automate the installation.
The following code works well in a normal Databricks cluster, where it passes a null JSON and retrieves content from the web link. However, in a Unity cluster, it produces the following error: 'FileNotFoundError: [Errno 2] No such file or directory: ...
Hi @nidhin , Good Day! The reason behind the below error while trying to access the external dbfs mount file using "with open" is that you are using a shared access mode cluster. 'FileNotFoundError: [Errno 2] No such file or directory: '/dbfs/mnt/ra...
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 ...
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...
Hi Team, Can we install UCX Toolkit into databricks workspace without installing it via Databricks CLI? If its possible then How ?https://github.com/databrickslabs/ucx
