software.amazon.awssdk.services.forecast.model

Class CreateDatasetRequest

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.forecast.model.ForecastRequest

software.amazon.awssdk.services.forecast.model.CreateDatasetRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateDatasetRequest.Builder,CreateDatasetRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateDatasetRequest
extends ForecastRequest
implements ToCopyableBuilder<CreateDatasetRequest.Builder,CreateDatasetRequest>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateDatasetRequest.Builder

Method Summary

Modifier and Type	Method and Description
static CreateDatasetRequest.Builder	builder()
String	dataFrequency() The frequency of data collection.
String	datasetName() A name for the dataset.
DatasetType	datasetType() The dataset type.
String	datasetTypeAsString() The dataset type.
Domain	domain() The domain associated with the dataset.
String	domainAsString() The domain associated with the dataset.
EncryptionConfig	encryptionConfig() An AWS Key Management Service (KMS) key and the AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasTags() Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
Schema	schema() The schema for the dataset.
List<SdkField<?>>	sdkFields()
static Class<? extends CreateDatasetRequest.Builder>	serializableBuilderClass()
List<Tag>	tags() The optional metadata that you apply to the dataset to help you categorize and organize them.
CreateDatasetRequest.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

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

datasetName

public String datasetName()

A name for the dataset.

Returns:

A name for the dataset.

domain

public Domain domain()

The domain associated with the dataset. When you add a dataset to a dataset group, this value and the value specified for the Domain parameter of the CreateDatasetGroup operation must match.

The Domain and DatasetType that you choose determine the fields that must be present in the training data that you import to the dataset. For example, if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, Amazon Forecast requires item_id, timestamp, and demand fields to be present in your data. For more information, see howitworks-datasets-groups.

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

Returns:

The domain associated with the dataset. When you add a dataset to a dataset group, this value and the value specified for the Domain parameter of the CreateDatasetGroup operation must match.

The Domain and DatasetType that you choose determine the fields that must be present in the training data that you import to the dataset. For example, if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, Amazon Forecast requires item_id, timestamp, and demand fields to be present in your data. For more information, see howitworks-datasets-groups.

See Also:

Domain

domainAsString

public String domainAsString()

The domain associated with the dataset. When you add a dataset to a dataset group, this value and the value specified for the Domain parameter of the CreateDatasetGroup operation must match.

The Domain and DatasetType that you choose determine the fields that must be present in the training data that you import to the dataset. For example, if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, Amazon Forecast requires item_id, timestamp, and demand fields to be present in your data. For more information, see howitworks-datasets-groups.

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

Returns:

The domain associated with the dataset. When you add a dataset to a dataset group, this value and the value specified for the Domain parameter of the CreateDatasetGroup operation must match.

The Domain and DatasetType that you choose determine the fields that must be present in the training data that you import to the dataset. For example, if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, Amazon Forecast requires item_id, timestamp, and demand fields to be present in your data. For more information, see howitworks-datasets-groups.

See Also:

Domain

datasetType

public DatasetType datasetType()

The dataset type. Valid values depend on the chosen Domain.

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

Returns:

The dataset type. Valid values depend on the chosen Domain.

See Also:

DatasetType

datasetTypeAsString

public String datasetTypeAsString()

The dataset type. Valid values depend on the chosen Domain.

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

Returns:

The dataset type. Valid values depend on the chosen Domain.

See Also:

DatasetType

dataFrequency

public String dataFrequency()

The frequency of data collection. This parameter is required for RELATED_TIME_SERIES datasets.

Valid intervals are Y (Year), M (Month), W (Week), D (Day), H (Hour), 30min (30 minutes), 15min (15 minutes), 10min (10 minutes), 5min (5 minutes), and 1min (1 minute). For example, "D" indicates every day and "15min" indicates every 15 minutes.

Returns:

The frequency of data collection. This parameter is required for RELATED_TIME_SERIES datasets.

Valid intervals are Y (Year), M (Month), W (Week), D (Day), H (Hour), 30min (30 minutes), 15min (15 minutes), 10min (10 minutes), 5min (5 minutes), and 1min (1 minute). For example, "D" indicates every day and "15min" indicates every 15 minutes.

schema

public Schema schema()

The schema for the dataset. The schema attributes and their order must match the fields in your data. The dataset Domain and DatasetType that you choose determine the minimum required fields in your training data. For information about the required fields for a specific dataset domain and type, see howitworks-domains-ds-types.

Returns:

The schema for the dataset. The schema attributes and their order must match the fields in your data. The dataset Domain and DatasetType that you choose determine the minimum required fields in your training data. For information about the required fields for a specific dataset domain and type, see howitworks-domains-ds-types.

encryptionConfig

public EncryptionConfig encryptionConfig()

An AWS Key Management Service (KMS) key and the AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.

Returns:

An AWS Key Management Service (KMS) key and the AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.

hasTags

public boolean hasTags()

Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

tags

public List<Tag> tags()

The optional metadata that you apply to the dataset to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.

The following basic restrictions apply to tags:

• Maximum number of tags per resource - 50.

• For each resource, each tag key must be unique, and each tag key can have only one value.

• Maximum key length - 128 Unicode characters in UTF-8.

• Maximum value length - 256 Unicode characters in UTF-8.

• If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.

• Tag keys and values are case sensitive.

• Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Forecast considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasTags() to see if a value was sent in this field.

Returns:

The optional metadata that you apply to the dataset to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.

The following basic restrictions apply to tags:

• Maximum number of tags per resource - 50.

• For each resource, each tag key must be unique, and each tag key can have only one value.

• Maximum key length - 128 Unicode characters in UTF-8.

• Maximum value length - 256 Unicode characters in UTF-8.

• If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.

• Tag keys and values are case sensitive.

• Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Forecast considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.

toBuilder

public CreateDatasetRequest.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateDatasetRequest.Builder,CreateDatasetRequest>

Specified by:

toBuilder in class ForecastRequest

builder

public static CreateDatasetRequest.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

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)

Overrides:

getValueForField in class SdkRequest

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo