monitor_schema.models.analyzer.targets

Define what targets for the analyses.

Module Contents

Classes

TargetLevel	Which nested level we are targeting.
_BaseMatrix	No extras base model.
DatasetMatrix	Define the matrix of fields and segments to fan out for monitoring.
ColumnGroups	Standard column groupings.
ColumnMatrix	Define the matrix of columns and segments to fan out for monitoring.

class monitor_schema.models.analyzer.targets.TargetLevel

Bases: str, enum.Enum

Which nested level we are targeting.

dataset = dataset

column = column

class monitor_schema.models.analyzer.targets._BaseMatrix(**data: Any)

Bases: monitor_schema.models.commons.NoExtrasBaseModel

No extras base model.

Inherit to prevent accidental extra fields.

segments :Optional[List[monitor_schema.models.segments.Segment]]

class monitor_schema.models.analyzer.targets.DatasetMatrix(**data: Any)

Bases: _BaseMatrix

Define the matrix of fields and segments to fan out for monitoring.

.

type :Literal[TargetLevel]

class monitor_schema.models.analyzer.targets.ColumnGroups

Bases: str, enum.Enum

Standard column groupings.

group_continuous = group:continuous

group_discrete = group:discrete

group_input = group:input

group_output = group:output

group_bool = group:bool

group_int = group:int

group_frac = group:frac

group_str = group:str

class monitor_schema.models.analyzer.targets.ColumnMatrix(**data: Any)

Bases: _BaseMatrix

Define the matrix of columns and segments to fan out for monitoring.

type :Literal[TargetLevel]

include :Optional[List[Union[ColumnGroups, monitor_schema.models.utils.COLUMN_NAME_TYPE]]]

exclude :Optional[List[Union[ColumnGroups, monitor_schema.models.utils.COLUMN_NAME_TYPE]]]