Analyses Customization

Four analyses can be configured in Azimuth. Go to each relevant section to learn more about the different attributes that can be defined.

Class DefinitionConfig Example

class PerturbationTestingConfig(ModelContractConfig):
    behavioral_testing: Optional[BehavioralTestingOptions] = BehavioralTestingOptions()


class SimilarityConfig(CommonFieldsConfig):
    similarity: Optional[SimilarityOptions] = SimilarityOptions()


class DatasetWarningConfig(CommonFieldsConfig):
    dataset_warnings: DatasetWarningsOptions = DatasetWarningsOptions()


class SyntaxConfig(CommonFieldsConfig):
    syntax: SyntaxOptions = SyntaxOptions()

This will disable both behavioral testing and similarity analysis in Azimuth.

{
  "behavioral_testing": null,
  "similarity": null
}