validio_sdk.resource.validators module

class validio_sdk.resource.validators.CategoricalDistributionMetric(*values)

ADDED = 'ADDED'

CHANGED = 'CHANGED'

RELATIVE_ENTROPY = 'RELATIVE_ENTROPY'

REMOVED = 'REMOVED'

class validio_sdk.resource.validators.CategoricalDistributionValidator(*, name: str, window: Window, segmentation: Segmentation, metric: CategoricalDistributionMetric, source_field: str, reference_source_field: str, reference: Reference, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

reference_source_field: str

source_field: str

class validio_sdk.resource.validators.FieldMapping(*, source_field: str, reference_field: str)

class validio_sdk.resource.validators.FreshnessValidator(*, name: str, window: TumblingWindow, segmentation: Segmentation, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, metadata_enabled: bool = False, source_field: str | None = None, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

class validio_sdk.resource.validators.NumericDistributionMetric(*values)

MAXIMUM_RATIO = 'MAXIMUM_RATIO'

MEAN_RATIO = 'MEAN_RATIO'

MINIMUM_RATIO = 'MINIMUM_RATIO'

RELATIVE_ENTROPY = 'RELATIVE_ENTROPY'

STANDARD_DEVIATION_RATIO = 'STANDARD_DEVIATION_RATIO'

SUM_RATIO = 'SUM_RATIO'

class validio_sdk.resource.validators.NumericDistributionValidator(*, name: str, window: Window, segmentation: Segmentation, metric: NumericDistributionMetric, source_field: str, reference_source_field: str, reference: Reference, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

reference_source_field: str

source_field: str

class validio_sdk.resource.validators.NumericMetric(*values)

MAX = 'MAX'

MEAN = 'MEAN'

MIN = 'MIN'

STD = 'STD'

SUM = 'SUM'

class validio_sdk.resource.validators.NumericValidator(*, name: str, window: Window, segmentation: Segmentation, metric: NumericMetric, source_field: str, slide_config: SlideConfig | None = None, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

source_field: str

class validio_sdk.resource.validators.ReconciliationMetric(*values)

ABSOLUTE_DIFF = 'ABSOLUTE_DIFF'

DIFF = 'DIFF'

RATIO = 'RATIO'

SUM = 'SUM'

class validio_sdk.resource.validators.ReconciliationValidator(*, name: str, window: Window, segmentation: Segmentation, metric: ReconciliationMetric, reference_validator_left: Validator, reference_validator_right: Validator, segmentation_field_mapping: list[FieldMapping] | None = None, threshold: Threshold | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

static has_cross_source_references() → bool

class validio_sdk.resource.validators.Reference(history: int, offset: int, filter: Filter | None = None)

class validio_sdk.resource.validators.ReferentialIntegrityValidator(*, name: str, window: Window, segmentation: Segmentation, key_fields: list[FieldMapping], value_fields: list[FieldMapping] | None = None, reference_source: Source, reference_window: Window, reference_filter: Filter | None = None, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

static has_cross_source_references() → bool

class validio_sdk.resource.validators.RelativeTimeMetric(*values)

MAXIMUM_DIFFERENCE = 'MAXIMUM_DIFFERENCE'

MEAN_DIFFERENCE = 'MEAN_DIFFERENCE'

MINIMUM_DIFFERENCE = 'MINIMUM_DIFFERENCE'

class validio_sdk.resource.validators.RelativeTimeValidator(*, name: str, window: Window, segmentation: Segmentation, metric: RelativeTimeMetric, source_field_minuend: str, source_field_subtrahend: str, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

class validio_sdk.resource.validators.RelativeVolumeMetric(*values)

COUNT_RATIO = 'COUNT_RATIO'

PERCENTAGE_RATIO = 'PERCENTAGE_RATIO'

class validio_sdk.resource.validators.RelativeVolumeValidator(*, name: str, window: Window, segmentation: Segmentation, metric: RelativeVolumeMetric, reference: Reference, source_field: str | None = None, reference_source_field: str | None = None, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

class validio_sdk.resource.validators.SlideConfig(*, history: int)

class validio_sdk.resource.validators.SqlValidator(*, name: str, window: TumblingWindow, segmentation: Segmentation, query: str, threshold: Threshold | None = None, initialize_with_backfill: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

class validio_sdk.resource.validators.Validator(name: str, window: Window, segmentation: Segmentation, display_name: str | None, threshold: Threshold | None = None, owner: str | None = None, filter: Filter | None = None, reference: Reference | None = None, initialize_with_backfill: bool = False, ignore_changes: bool = False, recreate_on_change: bool = False, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

static has_cross_source_references() → bool

initialize_with_backfill: bool

resource_class_name() → str

segmentation_name: str

source_name: str

window_name: str

class validio_sdk.resource.validators.VolumeMetric(*values)

COUNT = 'COUNT'

DUPLICATES_COUNT = 'DUPLICATES_COUNT'

DUPLICATES_PERCENTAGE = 'DUPLICATES_PERCENTAGE'

PERCENTAGE = 'PERCENTAGE'

UNIQUE_COUNT = 'UNIQUE_COUNT'

UNIQUE_PERCENTAGE = 'UNIQUE_PERCENTAGE'

class validio_sdk.resource.validators.VolumeValidator(*, name: str, window: Window, segmentation: Segmentation, metric: VolumeMetric, source_fields: list[str] | None = None, slide_config: SlideConfig | None = None, threshold: Threshold | None = None, filter: Filter | None = None, initialize_with_backfill: bool = False, metadata_enabled: bool = False, display_name: str | None = None, owner: str | None = None, ignore_changes: bool = False, recreate_on_change: bool = False, optional_source_field: str | None = None, description: str | None = None, tags: list[Tag] | None = None, priority: IncidentGroupPriority | None = None, data_quality_dimension: DataQualityDimension | None = None, data_quality_fields: list[str] | None = None)

optional_source_field: str | None