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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

DavidKxx
by Contributor
  • 2181 Views
  • 1 replies
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Resolved! Visualizations not displaying

With a copy of notebook https://github.com/JohnSnowLabs/spark-nlp-workshop/blob/master/open-source-nlp/03.0.SparkNLP_Pretrained_Models.ipynb imported into Databricks, there's a lovely visualization created by the cell that you can locate by searching...

DavidKxx_0-1701107229407.png DavidKxx_1-1701107287817.png
Machine Learning
NER
Visualization
  • 2181 Views
  • 1 replies
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Latest Reply
DavidKxx
Contributor
  • 0 kudos

Here's a solution:  use a parameter (here, `return_html = True`) to get an HTML object back, and then call `displayHTML` to actually display the object.from sparknlp_display import NerVisualizer visualiser = NerVisualizer() for i in text_list: ...

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brickster_2018
by Databricks Employee
  • 3303 Views
  • 2 replies
  • 0 kudos
  • 3303 Views
  • 2 replies
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Latest Reply
N_M
Contributor
  • 0 kudos

How does COPY_INTO work with table restore?I made some tests, and the restore method does NOT restore the key-store values of the target at the specific version, which means that the data that came after the chosen version cannot be inserted (unless ...

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chari
by Contributor
  • 4718 Views
  • 0 replies
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workflow job

Hi ,When I create a job of a machine learning model and run the job I see that the cell outputs do not get updated. The model variables would have updated, however.  I also need to keep the notebook updated with cell outputs always when I run the job...

  • 4718 Views
  • 0 replies
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Supreme_Auto_Ci
by New Contributor II
  • 3498 Views
  • 4 replies
  • 4 kudos
  • 3498 Views
  • 4 replies
  • 4 kudos
Latest Reply
rahulroy
New Contributor II
  • 4 kudos

Data science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data. It encompasses the entire data lifecycle, from data acquisition to data exploration, modeling, and...

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choi_2
by New Contributor II
  • 8442 Views
  • 0 replies
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Runtime issue

Hello,I am working on a machine learning project. The dataset I am using has more than 5000000 rows. I am using PySpark, and the attached screenshot is the block I used RandomForestRegressor to train the model.It worked even though it took a pretty l...

  • 8442 Views
  • 0 replies
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tjkentSI
by New Contributor
  • 2122 Views
  • 1 replies
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Bootstrap timeout on instance creation

I am getting the following error...{ "reason": { "code": "BOOTSTRAP_TIMEOUT", "parameters": { "databricks_error_message": "[id: InstanceId(i-0e552e85c37c9da2d), status: INSTANCE_INITIALIZING, workerEnvId:WorkerEnvId(workerenv-12661843...

  • 2122 Views
  • 1 replies
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User16539034020
Databricks Employee
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Hello,  Thanks for contacting Databricks Support.  From the error message: [Bootstrap Event] Can reach databricks-prod-artifacts-us-east-1.s3.amazonaws.com: [FAILED]. It suggests an issue with reaching a Databricks-related AWS S3 bucket from your env...

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Robbie
by New Contributor III
  • 11302 Views
  • 3 replies
  • 5 kudos

Why are my MLflow results not showing up in the Experiment UI view?

The issue:None of my MLflow experiment results show up in the Experiment UI. Context:I encountered this issue recently, despite having successfully used the MLFlow UI for the past few weeks.Note: I can still access the experiment runs in a notebook, ...

MLflow Experiment UI view (no results showing up) Accessing via `mlflow.get_runs(...)`
  • 11302 Views
  • 3 replies
  • 5 kudos
Latest Reply
Kumaran
Databricks Employee
  • 5 kudos

Hi @Robbie, Thank you for posting your question in the Databricks community. Ensure that you are logging runs correctly using mlflow.start_run(), and that all relevant metrics and artifacts are being logged with the correct parameters. Please check.

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camazg
by New Contributor
  • 1193 Views
  • 0 replies
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Copying Models Between Metastores

Hello,We need to promote models to different environments in different regions, they exist in Unity Catalog.We are setting up DataBricks metastores across different regions.We wanted to follow this approach to copy models via UC https://docs.gcp.data...

  • 1193 Views
  • 0 replies
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VincentP
by New Contributor III
  • 5842 Views
  • 1 replies
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Resolved! FeatureEngineeringClient loses timestamp_keys after write_table

I am trying to use the FeatureEngineeringClient to setup a feature store table with a time series component. However, after initiating the table with a time series column, the key exists, but the key is removed after adding data to the table. Therefo...

  • 5842 Views
  • 1 replies
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Latest Reply
VincentP
New Contributor III
  • 0 kudos

Needed to update to runtime 13.3 ...

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mykola14
by New Contributor
  • 797 Views
  • 0 replies
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Buy monzo account

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  • 797 Views
  • 0 replies
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mykola12
by New Contributor
  • 1484 Views
  • 0 replies
  • 0 kudos

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  • 1484 Views
  • 0 replies
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thibault
by Contributor III
  • 1847 Views
  • 0 replies
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Registered models - edit creator

Hi!I'm using MLFlow API to log and load models in Databricks. When we created a dedicated workspace for models registry, one person created multiple models, and for some reason now all models are logged with this person as the creator.This person no ...

  • 1847 Views
  • 0 replies
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Maverick1
by Valued Contributor II
  • 6847 Views
  • 2 replies
  • 4 kudos

Dynamic variable and multi-instance tasks.

1. How to pass dynamic variable values like "sysdate" to a job parameters, so that it will automatically take the updated values on the fly.2. How to run multiple instance of set of tasksin a job (for different parameters). For e.g the same pipeline ...

  • 6847 Views
  • 2 replies
  • 4 kudos
Latest Reply
gyapar
New Contributor II
  • 4 kudos

Hey Maverick1,Did you find a solution for your second question?I have also same approach. In databricks, it has workflows, job clusters, tasks etc.I'm trying to do creating one job cluster with one configuration or specification which has a workflow ...

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