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Is this a new feature, an improvement, or a change to existing functionality?
Improvement
How would you describe the priority of this feature request
High
Please provide a clear description of problem this feature solves
Static Model and Experiment names The current example DFP pipelines have static model_name_formatter and experiment_name_formatter names, which are not compatible in some Databricks environments.
Invalid model names Databrick's MLflow service will reject model names containing '/', '.', and ':', we also want to update model names in the mlflow stage to preprocess these accordingly.
Describe your ideal solution
Add two new click options to the dfp_xxx_pipeline.py files:
@click.option('--mlflow_experiment_name_template',type=str,default="dfp/azure/training/{reg_model_name}",help="The MLflow experiment name template to use when logging experiments. ")@click.option('--mlflow_model_name_template',type=str,default="DFP-azure-{user_id}",help="The MLflow model name template to use when logging models. ")
Update model naming, which currently incorporates 'user_id', to replace '.', '/', ':' with 'dot', 'slash', 'colon' respectively.
Additional context
No response
Code of Conduct
I agree to follow this project's Code of Conduct
I have searched the open feature requests and have found no duplicates for this feature request
The text was updated successfully, but these errors were encountered:
Is this a new feature, an improvement, or a change to existing functionality?
Improvement
How would you describe the priority of this feature request
High
Please provide a clear description of problem this feature solves
model_name_formatter
andexperiment_name_formatter
names, which are not compatible in some Databricks environments.Describe your ideal solution
Add two new click options to the dfp_xxx_pipeline.py files:
Update model naming, which currently incorporates 'user_id', to replace '.', '/', ':' with 'dot', 'slash', 'colon' respectively.
Additional context
No response
Code of Conduct
The text was updated successfully, but these errors were encountered: