software.amazon.awssdk.services.sagemaker.model

Class Filter

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.Filter

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<Filter.Builder,Filter>

@Generated(value="software.amazon.awssdk:codegen")
public final class Filter
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<Filter.Builder,Filter>

A conditional statement for a search expression that includes a resource property, a Boolean operator, and a value. Resources that match the statement are returned in the results from the Search API.

If you specify a Value, but not an Operator, Amazon SageMaker uses the equals operator.

In search, there are several property types:

Metrics

To define a metric filter, enter a value using the form "Metrics.<name>", where <name> is a metric name. For example, the following filter searches for training jobs with an "accuracy" metric greater than "0.9":

{

"Name": "Metrics.accuracy",

"Operator": "GreaterThan",

"Value": "0.9"

}

HyperParameters

To define a hyperparameter filter, enter a value with the form "HyperParameters.<name>". Decimal hyperparameter values are treated as a decimal in a comparison if the specified Value is also a decimal value. If the specified Value is an integer, the decimal hyperparameter values are treated as integers. For example, the following filter is satisfied by training jobs with a "learning_rate" hyperparameter that is less than "0.5":

{

"Name": "HyperParameters.learning_rate",

"Operator": "LessThan",

"Value": "0.5"

}

Tags

To define a tag filter, enter a value with the form Tags.<key>.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	Filter.Builder

Method Summary

Modifier and Type	Method and Description
static Filter.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	name() A resource property name.
Operator	operator() A Boolean binary operator that is used to evaluate the filter.
String	operatorAsString() A Boolean binary operator that is used to evaluate the filter.
List<SdkField<?>>	sdkFields()
static Class<? extends Filter.Builder>	serializableBuilderClass()
Filter.Builder	toBuilder()
String	toString() Returns a string representation of this object.
String	value() A value used with Name and Operator to determine which resources satisfy the filter's condition.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

name

public String name()

A resource property name. For example, TrainingJobName. For valid property names, see SearchRecord. You must specify a valid property for the resource.

Returns:

A resource property name. For example, TrainingJobName. For valid property names, see SearchRecord. You must specify a valid property for the resource.

operator

public Operator operator()

A Boolean binary operator that is used to evaluate the filter. The operator field contains one of the following values:

Equals

The value of Name equals Value.

NotEquals

The value of Name doesn't equal Value.

Exists

The Name property exists.

NotExists

The Name property does not exist.

GreaterThan

The value of Name is greater than Value. Not supported for text properties.

GreaterThanOrEqualTo

The value of Name is greater than or equal to Value. Not supported for text properties.

LessThan

The value of Name is less than Value. Not supported for text properties.

LessThanOrEqualTo

The value of Name is less than or equal to Value. Not supported for text properties.

In

The value of Name is one of the comma delimited strings in Value. Only supported for text properties.

Contains

The value of Name contains the string Value. Only supported for text properties.

A SearchExpression can include the Contains operator multiple times when the value of Name is one of the following:

• Experiment.DisplayName

• Experiment.ExperimentName

• Experiment.Tags

• Trial.DisplayName

• Trial.TrialName

• Trial.Tags

• TrialComponent.DisplayName

• TrialComponent.TrialComponentName

• TrialComponent.Tags

• TrialComponent.InputArtifacts

• TrialComponent.OutputArtifacts

A SearchExpression can include only one Contains operator for all other values of Name. In these cases, if you include multiple Contains operators in the SearchExpression, the result is the following error message: " 'CONTAINS' operator usage limit of 1 exceeded."

If the service returns an enum value that is not available in the current SDK version, operator will return Operator.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from operatorAsString().

Returns:

A Boolean binary operator that is used to evaluate the filter. The operator field contains one of the following values:

Equals

The value of Name equals Value.

NotEquals

The value of Name doesn't equal Value.

Exists

The Name property exists.

NotExists

The Name property does not exist.

GreaterThan

The value of Name is greater than Value. Not supported for text properties.

GreaterThanOrEqualTo

The value of Name is greater than or equal to Value. Not supported for text properties.

LessThan

The value of Name is less than Value. Not supported for text properties.

LessThanOrEqualTo

The value of Name is less than or equal to Value. Not supported for text properties.

In

The value of Name is one of the comma delimited strings in Value. Only supported for text properties.

Contains

The value of Name contains the string Value. Only supported for text properties.

A SearchExpression can include the Contains operator multiple times when the value of Name is one of the following:

• Experiment.DisplayName

• Experiment.ExperimentName

• Experiment.Tags

• Trial.DisplayName

• Trial.TrialName

• Trial.Tags

• TrialComponent.DisplayName

• TrialComponent.TrialComponentName

• TrialComponent.Tags

• TrialComponent.InputArtifacts

• TrialComponent.OutputArtifacts

A SearchExpression can include only one Contains operator for all other values of Name. In these cases, if you include multiple Contains operators in the SearchExpression, the result is the following error message: " 'CONTAINS' operator usage limit of 1 exceeded."

See Also:

Operator

operatorAsString

public String operatorAsString()

A Boolean binary operator that is used to evaluate the filter. The operator field contains one of the following values:

Equals

The value of Name equals Value.

NotEquals

The value of Name doesn't equal Value.

Exists

The Name property exists.

NotExists

The Name property does not exist.

GreaterThan

The value of Name is greater than Value. Not supported for text properties.

GreaterThanOrEqualTo

The value of Name is greater than or equal to Value. Not supported for text properties.

LessThan

The value of Name is less than Value. Not supported for text properties.

LessThanOrEqualTo

The value of Name is less than or equal to Value. Not supported for text properties.

In

The value of Name is one of the comma delimited strings in Value. Only supported for text properties.

Contains

The value of Name contains the string Value. Only supported for text properties.

A SearchExpression can include the Contains operator multiple times when the value of Name is one of the following:

• Experiment.DisplayName

• Experiment.ExperimentName

• Experiment.Tags

• Trial.DisplayName

• Trial.TrialName

• Trial.Tags

• TrialComponent.DisplayName

• TrialComponent.TrialComponentName

• TrialComponent.Tags

• TrialComponent.InputArtifacts

• TrialComponent.OutputArtifacts

A SearchExpression can include only one Contains operator for all other values of Name. In these cases, if you include multiple Contains operators in the SearchExpression, the result is the following error message: " 'CONTAINS' operator usage limit of 1 exceeded."

If the service returns an enum value that is not available in the current SDK version, operator will return Operator.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from operatorAsString().

Returns:

A Boolean binary operator that is used to evaluate the filter. The operator field contains one of the following values:

Equals

The value of Name equals Value.

NotEquals

The value of Name doesn't equal Value.

Exists

The Name property exists.

NotExists

The Name property does not exist.

GreaterThan

The value of Name is greater than Value. Not supported for text properties.

GreaterThanOrEqualTo

The value of Name is greater than or equal to Value. Not supported for text properties.

LessThan

The value of Name is less than Value. Not supported for text properties.

LessThanOrEqualTo

The value of Name is less than or equal to Value. Not supported for text properties.

In

The value of Name is one of the comma delimited strings in Value. Only supported for text properties.

Contains

The value of Name contains the string Value. Only supported for text properties.

A SearchExpression can include the Contains operator multiple times when the value of Name is one of the following:

• Experiment.DisplayName

• Experiment.ExperimentName

• Experiment.Tags

• Trial.DisplayName

• Trial.TrialName

• Trial.Tags

• TrialComponent.DisplayName

• TrialComponent.TrialComponentName

• TrialComponent.Tags

• TrialComponent.InputArtifacts

• TrialComponent.OutputArtifacts

A SearchExpression can include only one Contains operator for all other values of Name. In these cases, if you include multiple Contains operators in the SearchExpression, the result is the following error message: " 'CONTAINS' operator usage limit of 1 exceeded."

See Also:

Operator

value

public String value()

A value used with Name and Operator to determine which resources satisfy the filter's condition. For numerical properties, Value must be an integer or floating-point decimal. For timestamp properties, Value must be an ISO 8601 date-time string of the following format: YYYY-mm-dd'T'HH:MM:SS.

Returns:

A value used with Name and Operator to determine which resources satisfy the filter's condition. For numerical properties, Value must be an integer or floating-point decimal. For timestamp properties, Value must be an ISO 8601 date-time string of the following format: YYYY-mm-dd'T'HH:MM:SS.

toBuilder

public Filter.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<Filter.Builder,Filter>

builder

public static Filter.Builder builder()

serializableBuilderClass

public static Class<? extends Filter.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo