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Validator recommendations

Based on your Source connector configuration, Validio generates Validator recommendations. You can select and create Validators from the list of recommendations.

Validio can recommend the following Validator types:

Validator typeThresholdDescription
FreshnessDynamicSent whenever a tumbling window is available.
NumericDynamicCalculates mean on numerical fields.
VolumeDynamicCounts every datapoint, regardless of fields.
Relative volumeDynamicNull fraction validator on nullable fields.

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Validio creates recommendations if the required Validators conditions are fulfilled.
For more information, refer to the specific Validator type.

1. View list

Click on Recommended to view the list of recommended Validators for your Source.

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If the list is empty, it means we currently don't have any recommendations for your specified Source. With time and data, Validio can identify new ones.

Validator recommendations.

Validator recommendations.

2. Create Validators

Select the Validators you want to create and click + Apply.

Select and create Validators.

Select and create Validators.

3. Done

You can now use the created Validators to monitor data from your Source.

Source details - Validator tab.

Source details - Validator tab.