Select Features to Create a Training Dataset

Select Features to Update the Training Dataset {{newTrainingDatasetCtrl.trainingDatasetName}}

Select Features to Create a New Version of the Training Dataset {{newTrainingDatasetCtrl.trainingDatasetName}}

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Total: {{newTrainingDatasetCtrl.featureBasket.length}} Features from {{newTrainingDatasetCtrl.basketFeaturegroups().length}} Feature Groups
  • {{basketFeature.name}} Type: {{basketFeature.type}}
    Feature Group: {{basketFeature.featuregroup .name}}
Create training dataset Update training dataset

New Training Dataset Definition

Update Training Dataset: {{newTrainingDatasetCtrl.trainingDataset.name}}

Create New Version of Training Dataset: {{newTrainingDatasetCtrl.trainingDataset.name}}

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Feature Groups
Feature Group: {{featuregroup.name}}
Version: {{featuregroup.version}}
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Join Key
{{$select.selected}}

No common join key exists between the feature groups where the selected features reside. Please go back and update the feature list such that a common join key can be found. For complex feature joins, use the Python/Java/Scala Featurestore API directly.

{{newTrainingDatasetCtrl.td_accordion1.title}} {{newTrainingDatasetCtrl.td_accordion1.value}}

Training dataset name shouldn't be empty and can only contain lower case alphanumeric characters and underscores, maximum length is {{newTrainingDatasetCtrl.trainingDatasetNameMaxLength}} characters. Hyphens are not allowed in the training dataset name.

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Training Dataset Description should not exceed the maximum length of {{newTrainingDatasetCtrl.trainingDatasetDescriptionMaxLength}} characters.

{{newTrainingDatasetCtrl.td_accordion3.title}} {{newTrainingDatasetCtrl.td_accordion3.value}}
{{$select.selected}}

You must select one of the supported data formats for the training dataset.

{{newTrainingDatasetCtrl.td_accordion5.title}} {{newTrainingDatasetCtrl.td_accordion5.value}}

{{$select.selected.name}}
No HopsFS Connectors have been configured for this Feature Store

You must select one of the configured HopsFS or S3 connectors as output sink for the training dataset.

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No S3 Connectors have been configured for this Feature Store

You must select one of the configured HopsFS or S3 connectors as output sink for the training dataset.

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{{newTrainingDatasetCtrl.td_accordion4.title}} {{newTrainingDatasetCtrl.td_accordion4.value}}
Configure Spark Job for creating the training dataset