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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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Data + AI Summit 2024 - Data Science & Machine Learning

Forum Posts

Anonymous
by Not applicable
  • 1921 Views
  • 3 replies
  • 1 kudos

www.dbdemos.ai

Hurray!! Dolly demo is live now Build your Chat Bot with Dolly now. Experiment and let us know how do you feel about it.https://www.dbdemos.ai/demo.html?demoName=llm-dolly-chatbot

  • 1921 Views
  • 3 replies
  • 1 kudos
Latest Reply
David_K93
Contributor
  • 1 kudos

Hello,I've been working through the demo. I keep running into an error saying 'chromadb is not defined' when trying to run Chroma functions. See the example below. Seems to be an embedded object name? Thanks!

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vittal
by New Contributor
  • 1183 Views
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Getting errors in DLT Pipeline while using ML Model

I am getting the following error when I try to run ML Models in Delta live Table Pipeline File "/local_disk0/.ephemeral_nfs/repl_tmp_data/ReplId-55c61-9b898-2c4b6-d/mlflow/envs/virtualenv_envs/mlflow-888f8c9b966409e6bddca3894244b4df9d1f94c1/lib/pyth...

  • 1183 Views
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shan_chandra
Databricks Employee
  • 0 kudos

@Vittal Pai​  - In general, please follow the below steps for the mlflow CLI error,Step 1: set up API token and create secrets as mentioned in the below documenthttps://docs.databricks.com/machine-learning/manage-model-lifecycle/multiple-workspaces.h...

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Vaadee
by New Contributor
  • 1265 Views
  • 1 replies
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How to include additional feature columns in Databricks AutoML Forecast?

I'm using Databricks AutoML for time series forecasting, and I would like to include additional feature columns in my model to improve its performance. The available parameters in the databricks.automl.forecast() function primarily focus on the targ...

  • 1265 Views
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shyam_9
Databricks Employee
  • 0 kudos

Hi @Vaadeendra Kumar Burra​, I am checking internally, will update you on this.

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prem_raj
by New Contributor II
  • 6356 Views
  • 2 replies
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AutoMl Forecasting - Query via REST (Issue with input date field)

Hi , Used automl forecasting model with sample data and the model is trained successfully. But when i was to serve the model over REST endpoint, i'm getting the error while querying via the inbuilt browser and postman. (Error seems to be with the dat...

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Anonymous
Not applicable
  • 0 kudos

@prem raj​ :Based on the error message, it seems that the input date format is not compatible with the model for inference. The error message suggests that the input date format is timezone-aware, while the model expects a timezone-naive format.To fi...

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notsure
by New Contributor
  • 2665 Views
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Error with calling a machine learning serving endpoint

Hi!I have registered a spark model and generated a serving endpoint based on that.I am calling the endpoint with the relevant dataframe, somehow I got below errors. Could anyone show me how to tackle it, please? "Exception: Request failed with status...

  • 2665 Views
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Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @mavis chen​ 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...

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Saeid_H
by Contributor
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  • 2 replies
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Logging spark pipeline model using mlflow spark , leads to PythonSecurityException

Hello,I am currently using a simple pyspark pipeline to transform my training data, fit model and log the model using mlflow.spark. But I get this following error (with mlflow.sklearn it works perfectly fine but due to size of my data I need to use p...

  • 3224 Views
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Saeid Hedayati​ 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 answer...

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ACP
by New Contributor III
  • 1055 Views
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Didn't receive badges / points upon courses completion

Hi @Juliet Wu​ ,I have completed a few courses but didn't receive any badges or points. I also did an accreditation but also didn't receive anything.

  • 1055 Views
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Anonymous
Not applicable
  • 0 kudos

Hi @Juliet Wu​ Thank you for reaching out! Please submit a ticket to our Training Team here: https://help.databricks.com/s/contact-us?ReqType=training  and our team will get back to you shortly. 

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sridhar0109
by New Contributor
  • 1148 Views
  • 2 replies
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Tracking changes in data distribution by using pyspark

Hi All,I'm working on creating a data quality dashboard. I've created few rules like checking nulls in a column, checking for data type of the column , removing duplicates etc.We follow medallion architecture and are applying these data quality check...

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Anonymous
Not applicable
  • 0 kudos

Hi @Sridhar Varanasi​ 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.T...

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hulma
by New Contributor II
  • 953 Views
  • 2 replies
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dbfs file reference in pyfunc model for serverless inference

Hi, I was trying to migrate model serving from classic to serverless realtime inference.My model is currently being logged as pyfunc model and part of model script is to read dbfs file for inference. Now, with serverless i have error which it not abl...

  • 953 Views
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Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Hulma Abdul Rahman​ 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 an...

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Gilg
by Contributor II
  • 7036 Views
  • 1 replies
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Failed to add 1 container to the cluster. will attempt retry: false. reason: bootstrap timeout

Hi Team,When creating a new cluster in a workspace within a VNET receiving this error:Failed to add 1 container to the cluster. will attempt retry: false. reason: bootstrap timeoutCluster terminated. Reason: Bootstrap TimeoutCheers.Gil

  • 7036 Views
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Anonymous
Not applicable
  • 0 kudos

@Gil Gonong​ :The error message you are receiving suggests that the creation of the new cluster has failed due to a bootstrap timeout. The bootstrap process is responsible for setting up the initial configuration of the cluster, and if it takes too l...

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isaac_gritz
by Databricks Employee
  • 4204 Views
  • 1 replies
  • 3 kudos

Resolved! Pricing on Databricks

How Pricing Works on DatabricksI highly recommend checking out this blog post on how databricks pricing works from my colleague @MENDELSOHN CHAN​Databricks has a consumption based pricing model, so you pay only for the compute you use.For interactive...

  • 4204 Views
  • 1 replies
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Latest Reply
Meag
New Contributor III
  • 3 kudos

I read the read blog you will share it helps thanks for sharing.

  • 3 kudos
Santhanalakshmi
by New Contributor II
  • 2852 Views
  • 3 replies
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Throwing IndexoutofBound Exception in Pyspark

Hello All,I am trying to read the data and trying to group the data in order to pass it to predict function via @F.pandas_udf method.#Loading Model pkl_model = pickle.load(open(filepath,'rb'))   # build schema for output labels filter_schema=[] ...

error_db error_2_db error_3_db
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  • 3 replies
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Latest Reply
Vindhya
New Contributor II
  • 0 kudos

@Santhanalakshmi Manoharan​  Was this issue resolved, Am also getting same error, any guidance would be of great help.Appreciate your help.

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its-kumar
by New Contributor III
  • 8989 Views
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MLFlow Remote model registry connection is not working in Databricks

Dear community,I am having multiple Databricks workspaces in my azure subscription, and I have one central workspace. I want to use the central workspace for model registry and experiments tracking from the multiple other workspaces.So, If I am train...

  • 8989 Views
  • 2 replies
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Kumar Shanu​ :The error you are seeing (API request to endpoint /api/2.0/mlflow/runs/create failed with error code 404 != 200) suggests that the API endpoint you are trying to access is not found. This could be due to several reasons, such as incorr...

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Spencer_Kent
by New Contributor III
  • 2393 Views
  • 2 replies
  • 1 kudos

Resolved! Lacking support for column-level select grants or attribute-based access control

In the Unity Catalog launch and its accompanying blog post, one of the primary selling points was a set of granular access control features that would at least partially eliminate the need to create a multitude of separate table views and the attenda...

  • 2393 Views
  • 2 replies
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Latest Reply
Spencer_Kent
New Contributor III
  • 1 kudos

Simply amazing that 2 years on from the initial announcement, this feature is not available. You released Unity Catalog missing one of it's most-hyped features.

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karthik_p
by Esteemed Contributor
  • 3425 Views
  • 6 replies
  • 2 kudos

when we are trying to create folder/file or list file using dbutils we are getting forbidden error in aws

HI Team,we have created new premium workspace with custom managed vpc, workspace deployed successfully in AWS. we are trying to create folder in dbfs, we are getting below error. we have compared cross account custom managed role (Customer-managed VP...

  • 3425 Views
  • 6 replies
  • 2 kudos
Latest Reply
karthik_p
Esteemed Contributor
  • 2 kudos

@Debayan Mukherjee​ Issue resolved, looks cloud team have not updated required security groups that has been shared, after revisiting them we are able to find missing security groups and added them

  • 2 kudos
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