- 8416 Views
- 4 replies
- 1 kudos
Resolved! Shap Values for predictions from registered model
I have saved a model in the model registry using MLFlow. How can I find the shap values for this model once I have generated predictions in batch mode? Shap tree explainer does not support the mlflow pyfunc model type. When I use mlflow.shap.log_exp...
- 8416 Views
- 4 replies
- 1 kudos
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Streaming inference with Delta Live Tables for a model registered in Unity Catalog
Hi there, I'm trying to run a streaming inference with Delta Live Tables with tables and a model registered in Unity Catalog, but it fails for unclear reasons. The DLT pipeline is based on a notebook, the channel is set to 'Preview', presumably runni...
- 728 Views
- 0 replies
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- 1866 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...
- 1866 Views
- 1 replies
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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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- 2842 Views
- 2 replies
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- 2842 Views
- 2 replies
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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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- 3567 Views
- 0 replies
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Served model endpoint creation failed and not able to see build log
Dear Databricks Support Team,I am currently encountering an issue while attempting to serve a model using your platform. Whenever I initiate the model serving process, it fails, and I am unable to successfully deploy my model.Additionally, I am facin...
- 3567 Views
- 0 replies
- 0 kudos
- 4647 Views
- 0 replies
- 0 kudos
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...
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- 0 replies
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- 3100 Views
- 4 replies
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- 4 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...
- 8146 Views
- 0 replies
- 0 kudos
- 1842 Views
- 1 replies
- 0 kudos
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...
- 1842 Views
- 1 replies
- 0 kudos
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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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- 1441 Views
- 0 replies
- 0 kudos
ML Experiment - AttributeError: 'NoneType' object has no attribute 'url'
When running a simple ML experiment this error appears:no Idea what this could mean, has anyone else encountered this error or know what it is?
- 1441 Views
- 0 replies
- 0 kudos
- 10152 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, ...
- 10152 Views
- 3 replies
- 5 kudos
- 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.
- 5 kudos
- 1035 Views
- 0 replies
- 0 kudos
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...
- 1035 Views
- 0 replies
- 0 kudos
- 5668 Views
- 1 replies
- 0 kudos
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...
- 5668 Views
- 1 replies
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Needed to update to runtime 13.3 ...
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- 695 Views
- 0 replies
- 0 kudos
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