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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

Anjali
by New Contributor II
  • 1780 Views
  • 1 replies
  • 1 kudos

Databricks exam got suspended

today my databricks exam got suspended in the middle, the support team said they cannot reschdule my exam and asked me to contact my test sponsor i mailed tem many times but i haven't receied any reply can u please help with this.

  • 1780 Views
  • 1 replies
  • 1 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 1 kudos

Adding @Suteja Kanuri​ , @Kaniz Fatma​ and @Vidula Khanna​ for visibility, to help you with your request

  • 1 kudos
536750
by New Contributor II
  • 3654 Views
  • 2 replies
  • 3 kudos

Resolved! ImportError: cannot import name 'FMIN_CANCELLED_REASON_EARLY_STOPPING' from 'hyperopt.spark'

I am trying to run an automl experiment from notebook. The error occurs when I import automl from databricks. Finally the error points to hyperopt. I have tried using the older version of hyperopt as well but nothings working.

  • 3654 Views
  • 2 replies
  • 3 kudos
Latest Reply
Anonymous
Not applicable
  • 3 kudos

Hi @Salar Ahmad​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers y...

  • 3 kudos
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animadurkar
by New Contributor III
  • 8731 Views
  • 2 replies
  • 2 kudos

Resolved! Invalid catalog and schema for table name error when creating a Feature Store

I've created a dataset that I want to create a feature store table for. I created a database in my dev unity catalog to store the feature tables, but each time I try to create the table I get this error:ValueError: Invalid catalog 'dev' or schema 'fe...

  • 8731 Views
  • 2 replies
  • 2 kudos
Latest Reply
Oogh5zai1
New Contributor II
  • 2 kudos

Hello,The error message suggests that there might be an issue with the catalog or schema name you are using when trying to create the feature store table. Here are a few tips to help you troubleshoot this problem:Verify the catalog and schema names: ...

  • 2 kudos
1 More Replies
HT
by New Contributor II
  • 13407 Views
  • 5 replies
  • 2 kudos

Trying out Dolly - how to load pytorch_model.bin so it's not downloading it every time the cluster is restarted

Hi, I am new to LLM and am curious to try it out. I did the following code to test from the databricks website:import torch from transformers import pipeline instruct_pipeline = pipeline(model="databricks/dolly-v2-12b", torch_dtype=torch.bfloat16, tr...

  • 13407 Views
  • 5 replies
  • 2 kudos
Latest Reply
sean_owen
Databricks Employee
  • 2 kudos

Just set the HF cache dir to a persistent path on /dbfs:import os os.environ['TRANSFORMERS_CACHE'] = "/dbfs/..."

  • 2 kudos
4 More Replies
Saurabh707344
by New Contributor III
  • 3930 Views
  • 4 replies
  • 3 kudos

Azure Databricks Capabilities: My objective is to evaluate Azure Databricks capability and Do I need to use Azure Devops or Jenkins or Databricks suffice the need.

hi,We have Real time streaming usecase where we have to build pipeline using Azure Databricks.My objective is to evaluate Azure Databricks capability and Do I need to use Azure Devops or Jenkins or Databricks suffice the need.Can you please provide c...

  • 3930 Views
  • 4 replies
  • 3 kudos
Latest Reply
StephanieAlba
Databricks Employee
  • 3 kudos

I found these youtube videos to be beneficial. CI/CD with Azure Dev Ops Terraform Enablement - Part 1 of 2

  • 3 kudos
3 More Replies
DataBRObin
by New Contributor III
  • 7819 Views
  • 6 replies
  • 1 kudos

FFmpeg frame extraction explodes memory, how to mitigate?

For a computer vision project, my raw data consists of encrypted videos (60fps) stored in Azure Blob Storage. In order to have the data usable for model training, I need to do some preprocessing and for that I need the video split into individual fra...

  • 7819 Views
  • 6 replies
  • 1 kudos
Latest Reply
DataBRObin
New Contributor III
  • 1 kudos

In the end, I decided to change around the workflow so it is as efficient as I could imagine it:Extract frames of video files in a containerized application somewhere running ffmpeg and storing the resulting frames in a parquet file in blob storage (...

  • 1 kudos
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Ismail1
by New Contributor III
  • 2762 Views
  • 2 replies
  • 0 kudos

Can an HMS-managed table be upgraded to Unity Catalog?

As the question states, I am not getting the option to upgrade managed tables on UC. Is that possible, I can't find anything on the documentation?

  • 2762 Views
  • 2 replies
  • 0 kudos
Latest Reply
Ismail1
New Contributor III
  • 0 kudos

In case anyone else ever faced the same issue

  • 0 kudos
1 More Replies
David_K93
by Contributor
  • 8869 Views
  • 3 replies
  • 2 kudos

Resolved! Issues loading .txt files from DBFS into Langchain TextLoader()

Hello,I am working on building a Langchain QA application in Databricks. I currently have 13 .txt files loaded into the DBFS and am trying to read them in iteratively with TextLoader(), load them into the RecursiveCharacterTextSplitter() from Langcha...

guru_error Screenshot 2023-05-19 171751
  • 8869 Views
  • 3 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @David Kersey​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers ...

  • 2 kudos
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Aarsh
by New Contributor II
  • 6204 Views
  • 0 replies
  • 1 kudos

Failure in Databricks Serving endpoint <build log says Pip failed due to conflicting dependency.>

Hello All,We are trying to deploy some models using Databricks Serving endpoint, But while deploying the artifact created during experiment run the serving endpoint build log says Pip failed due to conflicting dependency.The model is logged in experi...

  • 6204 Views
  • 0 replies
  • 1 kudos
JAHNAVI
by Databricks Employee
  • 8254 Views
  • 1 replies
  • 3 kudos

Resolved! error in running a LLM model in pyfunc.spark_udf

error in running a LLM model in pyfunc.spark_udf

  • 8254 Views
  • 1 replies
  • 3 kudos
Latest Reply
JAHNAVI
Databricks Employee
  • 3 kudos

Solution:   Please find below the example. Creating a secret and scope is a one time activity once we create a scope and secret we can access the token using any notebook or cluster in the workspace as shown below. After creating a secret if we want ...

  • 3 kudos
zhh210
by New Contributor III
  • 12386 Views
  • 5 replies
  • 2 kudos

Resolved! mlflow down in workspace?

Mlflow started failing all of a sudden for no reason when logged in databricks community edition:Any idea why this is happening or is there a way to restart the mlflow server?

image
  • 12386 Views
  • 5 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Zheng Han​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers you...

  • 2 kudos
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CBRS
by New Contributor II
  • 3214 Views
  • 2 replies
  • 1 kudos

Mlflow :loading script failed !!

I am using mlflow to track experimentation with databricks but todaty i tried to access my experimetations in dtabricks and i face the error .

image
  • 3214 Views
  • 2 replies
  • 1 kudos
Latest Reply
CBRS
New Contributor II
  • 1 kudos

I didn't manage to solve the error . I guess it is related to databricks community cloud because I tested with another account and it all the same.

  • 1 kudos
1 More Replies
jaredaw
by New Contributor II
  • 9624 Views
  • 2 replies
  • 3 kudos

Resolved! AutoML with Stratified Sampling

Is it possible to use a stratified sampling strategy for the train/test/validate splits that the automl library does? We are working in a context where we need to segregate certain groups from the training and test sets to see how our models general...

  • 9624 Views
  • 2 replies
  • 3 kudos
Latest Reply
Anonymous
Not applicable
  • 3 kudos

HI @Jared Webb​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers yo...

  • 3 kudos
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MukulDegweker
by New Contributor
  • 7533 Views
  • 2 replies
  • 1 kudos

Isolation Forest prediction failing DLT pipeline, the same model works fine when prediction is done outside DLT pipeline.

Hey community membersI am new to Databricks and was building a simple DLT pipleine that loads data from S3 and runs an Isolation forest prediction to detect anomalies. The model has been stored in Model Registry. Here's the code for the pipeline:@dlt...

  • 7533 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Mukul Degweker​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Tha...

  • 1 kudos
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