sagemaker.core.utilities.search_expression

Simplify Search Expression by provide a simplified DSL

Classes

BooleanOperator(value)	Boolean search operation enum
Filter(name[, operator, value])	A Python class represent a Search Filter object.
NestedFilter(property_name, filters, **kwargs)	A Python class represent a Nested Filter object.
Operator(value)	Search operators
SearchExpression([filters, nested_filters, ...])	A Python class representation of a Search Expression object.
SearchObject(**kwargs)	Search Object

class sagemaker.core.utilities.search_expression.BooleanOperator(value)

Bases: Enum

Boolean search operation enum

AND = 'And'

OR = 'Or'

class sagemaker.core.utilities.search_expression.Filter(name, operator=None, value=None, **kwargs)

Bases: SearchObject

A Python class represent a Search Filter object.

name = None

operator = None

value = None

class sagemaker.core.utilities.search_expression.NestedFilter(property_name, filters, **kwargs)

Bases: SearchObject

A Python class represent a Nested Filter object.

filters = None

nested_property_name = None

class sagemaker.core.utilities.search_expression.Operator(value)

Bases: Enum

Search operators

CONTAINS = 'Contains'

EQUALS = 'Equals'

EXISTS = 'Exists'

GREATER_THAN = 'GreaterThan'

GREATER_THAN_OR_EQUAL = 'GreaterThanOrEqualTo'

LESS_THAN = 'LessThan'

LESS_THAN_OR_EQUAL = 'LessThanOrEqualTo'

NOT_EQUALS = 'NotEquals'

NOT_EXISTS = 'NotExists'

class sagemaker.core.utilities.search_expression.SearchExpression(filters=None, nested_filters=None, sub_expressions=None, boolean_operator=BooleanOperator.AND, **kwargs)

Bases: SearchObject

A Python class representation of a Search Expression object.

A sample search expression defined in here: https://boto3.amazonaws.com/v1/documentation/api/1.12.8/reference/services/sagemaker.html#SageMaker.Client.search

filters = None

nested_filters = None

operator = None

sub_expressions = None

class sagemaker.core.utilities.search_expression.SearchObject(**kwargs)

Bases: ApiObject

Search Object

to_boto()

Convert a search object to boto