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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

roman_belkin
by New Contributor II
  • 4601 Views
  • 3 replies
  • 1 kudos

Gemini though Mosaic Gateway

I am trying to configure the Gemini Vertex API in Databricks. In simple Python code, everything works fine, which indicates that I have correctly set up the API and credentials. Error message: {"error_code":"INVALID_PARAMETER_VALUE","message":"INVALI...

  • 4601 Views
  • 3 replies
  • 1 kudos
Latest Reply
sam-p
New Contributor II
  • 1 kudos

With support from a helpful Databricks employee, we found out that the problem was that the `private_key` / `private_key_plaintext` field needs to be the entire JSON object that GCP creates for the service account not just the private key string from...

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Saty1
by New Contributor
  • 937 Views
  • 1 replies
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unable to Publish Notebook

Hi,I am unable to publish Notebook from my workspace in community editionIt just give me blank error message  

  • 937 Views
  • 1 replies
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Latest Reply
JissMathew
Valued Contributor
  • 0 kudos

Hi @Saty1 Publishing a notebook in Databricks Community Edition can sometimes encounter issues due to various reasons, such as browser compatibility, network issues, or limitations within the Community Edition itself. Here are some steps you can take...

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Paddy_chu
by New Contributor III
  • 1671 Views
  • 2 replies
  • 0 kudos

Unable to convert R dataframe to spark dataframe

Hi All, Does anyone knows how to convert R dataframe to spark dataframe to Pandas dataframe? I wanted to get a Pandas dataframe ultimately but I guess I need to convert to spark first. I've been using this sparklyr library but my code did not work. T...

  • 1671 Views
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Alberto_Umana
Databricks Employee
  • 0 kudos

Hello @Paddy_chu, Here's an updated version of the R code: %r   library(sparklyr) library(SparkR)   sc <- spark_connect(method = "databricks") matched_rdf <- psm_tbl %>% select(c(code_treat, code_control)) %>% data.frame()   # Write the R dataframe t...

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thushar
by Databricks Partner
  • 12493 Views
  • 4 replies
  • 2 kudos

MetadataChangedException Exception in databricks

Reading around 20 text files from ADLS, doing some transformations, and after that these files are written back to ADLS as a single delta file (all operations are in parallel through the thread pool). Here from 20 threads, it is writing to a single f...

  • 12493 Views
  • 4 replies
  • 2 kudos
Latest Reply
jkb7
New Contributor III
  • 2 kudos

How can we import the exception "MetadataChangedException"?Or does Databricks recommend to catch / except Exception and parse the string?

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rubenteixeira
by Databricks Partner
  • 11627 Views
  • 4 replies
  • 1 kudos

Permission denied: Lightning Logs

I'm doing parameter tuning for a NeuralProphet model (you can see in the image the parameters and code for training)When I try to parallelize the training, it gives me Permission Error.Why can't I access the folder '/databricks/spark/work/*'? Do I ne...

altri1 MicrosoftTeams-image
  • 11627 Views
  • 4 replies
  • 1 kudos
Latest Reply
susanameiras
New Contributor II
  • 1 kudos

Hi Ruben!I am facing exactly the same error running a similar approach when using runtime 16.2 ML. I didn't have this issue when using runtime 12.2 LTS ML or 13.3 ML. Did you find a solution?Many thanks!

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User15787040559
by Databricks Employee
  • 3412 Views
  • 2 replies
  • 0 kudos

Can we retrieve experiment results via MLflow API or is this only possible using UI?

Yes, you can use the API https://www.mlflow.org/docs/latest/python_api/index.html

  • 3412 Views
  • 2 replies
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diogo_vieira
New Contributor II
  • 0 kudos

And how about tracing data? Do you know how to read likespark.read.format("mlflow-experiment").load() ?

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AntonDBUser
by New Contributor III
  • 7148 Views
  • 6 replies
  • 1 kudos

Hosting R apps and models

Hello!Has anyone tried to host an R Shiny app using Databricks apps? It is very useful for Python apps, but it would be nice to know if anyone have any workaround to make it work with R Shiny Apps.We also wonder about Databricks model hosting for R m...

  • 7148 Views
  • 6 replies
  • 1 kudos
Latest Reply
AntonDBUser
New Contributor III
  • 1 kudos

Hi @parthSundarka!We tried, but had some problems making it work. Do you have a more complete code example? That would be very helpfull!BR, Anton

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ledsouza
by New Contributor
  • 2526 Views
  • 5 replies
  • 0 kudos

Community Edition workspace not found

Suddenly got logout from my account in the Community Edition. When I tried to login again, I received this error message: "We were not able to find a Community Edition workspace with this email. Please login to accounts.cloud.databricks.com to find t...

  • 2526 Views
  • 5 replies
  • 0 kudos
Latest Reply
parzival
New Contributor III
  • 0 kudos

Hi @all,I solved the issue by signing up for a new Community Edition account using the same email.The only downside is I lost all my notebooks :(.

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kishan_
by New Contributor II
  • 3913 Views
  • 4 replies
  • 2 kudos

Resolved! Facing issues with passing memory checkpointer in lanngraph agents

Hi,I am trying to create a simple langgraph agent in Databricks, the agent also uses lanngraph memory checkpoint which enables to store the state of the graph. This is working fine when I am trying it in Databricks notebook, but when I tried to log t...

Machine Learning
langgraph
mlflow
  • 3913 Views
  • 4 replies
  • 2 kudos
Latest Reply
sebascardonal
Databricks Partner
  • 2 kudos

Hi all. I have the same issue, could you deploy the graph with the MemorySaver?

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kbmv
by Contributor
  • 8380 Views
  • 2 replies
  • 2 kudos

Resolved! Understanding compute requirements for Deploying Deepseek-R1-Distilled-Llama Models on databricks

Hi I have read the blog Deploying Deepseek-R1-Distilled-Llama Models on Databricks at https://www.databricks.com/blog/deepseek-r1-databricksI am new to using custom models that are not available as part of foundation models.According to the blog, I n...

kbmv_0-1738846938736.png
  • 8380 Views
  • 2 replies
  • 2 kudos
Latest Reply
kbmv
Contributor
  • 2 kudos

Thanks @Isi, For in-detail explanation. Things are clear now.

  • 2 kudos
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yhyhy3
by New Contributor III
  • 2467 Views
  • 2 replies
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Foundation Model APIs HIPAA compliance

I saw that Foundation Model API  is not HIPAA compliant. Is there a timeline in which we could expect it to be HIPAA compliant? I work for a healthcare company with a BAA with Databricks.

  • 2467 Views
  • 2 replies
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Latest Reply
User16776430979
Databricks Employee
  • 0 kudos

It is now HIPAA compliant: Provisioned throughput endpoints are available with compliance certifications like HIPAA, Model Serving is HIPAA compliant in all regions

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SDN
by New Contributor II
  • 3237 Views
  • 2 replies
  • 1 kudos

Resolved! Feature store and medallion data location

Hello Folks,If we have 3 environments (dev/preprod/prod) and would like to have medallion data shared among them - I guess delta share is a good way to go. Now if we want to use "Feature Store (FS)" then I am a bit confused and seeking some clarity. ...

Machine Learning
azure
Feature Store
Medallion
  • 3237 Views
  • 2 replies
  • 1 kudos
Latest Reply
SDN
New Contributor II
  • 1 kudos

Thank you so much for the detailed answer!

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Anonymous
by Not applicable
  • 224113 Views
  • 70 replies
  • 16 kudos

Community Edition Login Issues Below is a list of troubleshooting steps for failing to login with email/password at community.cloud.databricks.com:   ...

Community Edition Login Issues   Below  is a list of troubleshooting steps for failing to login with email/password at community.cloud.databricks.com:       Troubleshooting Tips If this is your first time logging in, ensure that you did indeed sign u...

Image Image Image
  • 224113 Views
  • 70 replies
  • 16 kudos
Latest Reply
saital
New Contributor II
  • 16 kudos

same problem I have, would you please help to solution ?

  • 16 kudos
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rahuja
by Contributor
  • 4022 Views
  • 4 replies
  • 2 kudos

Accessing Unity Catalog's MLFlow model registry from outside Databricks

Hello EveryoneWe are integrating Unity Catalog in our Organisation's Databricks. In our case we are planning to move our inference from Databricks to Kubernetes. In order to make the inference code use the latest registered model we need to query the...

  • 4022 Views
  • 4 replies
  • 2 kudos
Latest Reply
bajdwobaht
New Contributor II
  • 2 kudos

You can use the MLflow client (in various language specific SDKs) to download model artifacts. For example, see here: https://docs.databricks.com/en/mlflow/models.html#download-model-artifactsWe leverage this pattern to serve models in our K8s stack ...

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NDK_1
by New Contributor II
  • 10324 Views
  • 6 replies
  • 3 kudos

Salesforce connection with Databricks

How can we connect with salesforce from databricks without using any third party jar files?

  • 10324 Views
  • 6 replies
  • 3 kudos
Latest Reply
emillion25
New Contributor III
  • 3 kudos

You can connect to Salesforce from Databricks without using third-party JAR files by leveraging Python and the Salesforce REST API using the simple-salesforce library. Since simple-salesforce is a Python package, you can install it within your Databr...

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