AWS SDK for PHP 3.x
  • Namespace
  • Class
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Namespaces

  • Aws
    • AccessAnalyzer
      • Exception
    • Account
      • Exception
    • Acm
      • Exception
    • ACMPCA
      • Exception
    • AlexaForBusiness
      • Exception
    • Amplify
      • Exception
    • AmplifyBackend
      • Exception
    • AmplifyUIBuilder
      • Exception
    • Api
      • ErrorParser
      • Parser
        • Exception
      • Serializer
    • ApiGateway
      • Exception
    • ApiGatewayManagementApi
      • Exception
    • ApiGatewayV2
      • Exception
    • AppConfig
      • Exception
    • AppConfigData
      • Exception
    • Appflow
      • Exception
    • AppIntegrationsService
      • Exception
    • ApplicationAutoScaling
      • Exception
    • ApplicationCostProfiler
      • Exception
    • ApplicationDiscoveryService
      • Exception
    • ApplicationInsights
      • Exception
    • AppMesh
      • Exception
    • AppRegistry
      • Exception
    • AppRunner
      • Exception
    • Appstream
      • Exception
    • AppSync
      • Exception
    • ARCZonalShift
      • Exception
    • Arn
      • Exception
    • Athena
      • Exception
    • AuditManager
      • Exception
    • AugmentedAIRuntime
      • Exception
    • AutoScaling
      • Exception
    • AutoScalingPlans
      • Exception
    • Backup
      • Exception
    • BackupGateway
      • Exception
    • BackupStorage
      • Exception
    • Batch
      • Exception
    • BillingConductor
      • Exception
    • Braket
      • Exception
    • Budgets
      • Exception
    • Chime
      • Exception
    • ChimeSDKIdentity
      • Exception
    • ChimeSDKMediaPipelines
      • Exception
    • ChimeSDKMeetings
      • Exception
    • ChimeSDKMessaging
      • Exception
    • ChimeSDKVoice
      • Exception
    • CleanRooms
      • Exception
    • ClientSideMonitoring
      • Exception
    • Cloud9
      • Exception
    • CloudControlApi
      • Exception
    • CloudDirectory
      • Exception
    • CloudFormation
      • Exception
    • CloudFront
      • Exception
    • CloudHsm
      • Exception
    • CloudHSMV2
      • Exception
    • CloudSearch
      • Exception
    • CloudSearchDomain
      • Exception
    • CloudTrail
      • Exception
    • CloudTrailData
      • Exception
    • CloudWatch
      • Exception
    • CloudWatchEvents
      • Exception
    • CloudWatchEvidently
      • Exception
    • CloudWatchLogs
      • Exception
    • CloudWatchRUM
      • Exception
    • CodeArtifact
      • Exception
    • CodeBuild
      • Exception
    • CodeCatalyst
      • Exception
    • CodeCommit
      • Exception
    • CodeDeploy
      • Exception
    • CodeGuruProfiler
      • Exception
    • CodeGuruReviewer
      • Exception
    • CodePipeline
      • Exception
    • CodeStar
      • Exception
    • CodeStarconnections
      • Exception
    • CodeStarNotifications
      • Exception
    • CognitoIdentity
      • Exception
    • CognitoIdentityProvider
      • Exception
    • CognitoSync
      • Exception
    • Comprehend
      • Exception
    • ComprehendMedical
      • Exception
    • ComputeOptimizer
      • Exception
    • ConfigService
      • Exception
    • Connect
      • Exception
    • ConnectCampaignService
      • Exception
    • ConnectCases
      • Exception
    • ConnectContactLens
      • Exception
    • ConnectParticipant
      • Exception
    • ConnectWisdomService
      • Exception
    • ControlTower
      • Exception
    • CostandUsageReportService
      • Exception
    • CostExplorer
      • Exception
    • Credentials
    • Crypto
      • Cipher
      • Polyfill
    • CustomerProfiles
      • Exception
    • DatabaseMigrationService
      • Exception
    • DataExchange
      • Exception
    • DataPipeline
      • Exception
    • DataSync
      • Exception
    • DAX
      • Exception
    • DefaultsMode
      • Exception
    • Detective
      • Exception
    • DeviceFarm
      • Exception
    • DevOpsGuru
      • Exception
    • DirectConnect
      • Exception
    • DirectoryService
      • Exception
    • DLM
      • Exception
    • DocDB
      • Exception
    • DocDBElastic
      • Exception
    • drs
      • Exception
    • DynamoDb
      • Exception
    • DynamoDbStreams
      • Exception
    • EBS
      • Exception
    • Ec2
      • Exception
    • EC2InstanceConnect
      • Exception
    • Ecr
      • Exception
    • ECRPublic
      • Exception
    • Ecs
      • Exception
    • Efs
      • Exception
    • EKS
      • Exception
    • ElastiCache
      • Exception
    • ElasticBeanstalk
      • Exception
    • ElasticInference
      • Exception
    • ElasticLoadBalancing
      • Exception
    • ElasticLoadBalancingV2
      • Exception
    • ElasticsearchService
      • Exception
    • ElasticTranscoder
      • Exception
    • Emr
      • Exception
    • EMRContainers
      • Exception
    • EMRServerless
      • Exception
    • Endpoint
      • UseDualstackEndpoint
        • Exception
      • UseFipsEndpoint
        • Exception
    • EndpointDiscovery
      • Exception
    • EndpointV2
      • Rule
      • Ruleset
    • EventBridge
      • Exception
    • Exception
    • finspace
      • Exception
    • FinSpaceData
      • Exception
    • Firehose
      • Exception
    • FIS
      • Exception
    • FMS
      • Exception
    • ForecastQueryService
      • Exception
    • ForecastService
      • Exception
    • FraudDetector
      • Exception
    • FSx
      • Exception
    • GameLift
      • Exception
    • GameSparks
      • Exception
    • Glacier
      • Exception
    • GlobalAccelerator
      • Exception
    • Glue
      • Exception
    • GlueDataBrew
      • Exception
    • Greengrass
      • Exception
    • GreengrassV2
      • Exception
    • GroundStation
      • Exception
    • GuardDuty
      • Exception
    • Handler
      • GuzzleV5
      • GuzzleV6
    • Health
      • Exception
    • HealthLake
      • Exception
    • Honeycode
      • Exception
    • Iam
      • Exception
    • IdentityStore
      • Exception
    • imagebuilder
      • Exception
    • ImportExport
      • Exception
    • Inspector
      • Exception
    • Inspector2
      • Exception
    • InternetMonitor
      • Exception
    • Iot
      • Exception
    • IoT1ClickDevicesService
      • Exception
    • IoT1ClickProjects
      • Exception
    • IoTAnalytics
      • Exception
    • IotDataPlane
      • Exception
    • IoTDeviceAdvisor
      • Exception
    • IoTEvents
      • Exception
    • IoTEventsData
      • Exception
    • IoTFleetHub
      • Exception
    • IoTFleetWise
      • Exception
    • IoTJobsDataPlane
      • Exception
    • IoTRoboRunner
      • Exception
    • IoTSecureTunneling
      • Exception
    • IoTSiteWise
      • Exception
    • IoTThingsGraph
      • Exception
    • IoTTwinMaker
      • Exception
    • IoTWireless
      • Exception
    • IVS
      • Exception
    • ivschat
      • Exception
    • IVSRealTime
      • Exception
    • Kafka
      • Exception
    • KafkaConnect
      • Exception
    • kendra
      • Exception
    • KendraRanking
      • Exception
    • Keyspaces
      • Exception
    • Kinesis
      • Exception
    • KinesisAnalytics
      • Exception
    • KinesisAnalyticsV2
      • Exception
    • KinesisVideo
      • Exception
    • KinesisVideoArchivedMedia
      • Exception
    • KinesisVideoMedia
      • Exception
    • KinesisVideoSignalingChannels
      • Exception
    • KinesisVideoWebRTCStorage
      • Exception
    • Kms
      • Exception
    • LakeFormation
      • Exception
    • Lambda
      • Exception
    • LexModelBuildingService
      • Exception
    • LexModelsV2
      • Exception
    • LexRuntimeService
      • Exception
    • LexRuntimeV2
      • Exception
    • LicenseManager
      • Exception
    • LicenseManagerLinuxSubscriptions
      • Exception
    • LicenseManagerUserSubscriptions
      • Exception
    • Lightsail
      • Exception
    • LocationService
      • Exception
    • LookoutEquipment
      • Exception
    • LookoutforVision
      • Exception
    • LookoutMetrics
      • Exception
    • MachineLearning
      • Exception
    • Macie
      • Exception
    • Macie2
      • Exception
    • MainframeModernization
      • Exception
    • ManagedBlockchain
      • Exception
    • ManagedGrafana
      • Exception
    • MarketplaceCatalog
      • Exception
    • MarketplaceCommerceAnalytics
      • Exception
    • MarketplaceEntitlementService
      • Exception
    • MarketplaceMetering
      • Exception
    • MediaConnect
      • Exception
    • MediaConvert
      • Exception
    • MediaLive
      • Exception
    • MediaPackage
      • Exception
    • MediaPackageVod
      • Exception
    • MediaStore
      • Exception
    • MediaStoreData
      • Exception
    • MediaTailor
      • Exception
    • MemoryDB
      • Exception
    • mgn
      • Exception
    • MigrationHub
      • Exception
    • MigrationHubConfig
      • Exception
    • MigrationHubOrchestrator
      • Exception
    • MigrationHubRefactorSpaces
      • Exception
    • MigrationHubStrategyRecommendations
      • Exception
    • Mobile
      • Exception
    • MQ
      • Exception
    • MTurk
      • Exception
    • Multipart
    • MWAA
      • Exception
    • Neptune
      • Exception
    • NetworkFirewall
      • Exception
    • NetworkManager
      • Exception
    • NimbleStudio
      • Exception
    • OAM
      • Exception
    • Omics
      • Exception
    • OpenSearchServerless
      • Exception
    • OpenSearchService
      • Exception
    • OpsWorks
      • Exception
    • OpsWorksCM
      • Exception
    • Organizations
      • Exception
    • Outposts
      • Exception
    • Panorama
      • Exception
    • Personalize
      • Exception
    • PersonalizeEvents
      • Exception
    • PersonalizeRuntime
      • Exception
    • PI
      • Exception
    • Pinpoint
      • Exception
    • PinpointEmail
      • Exception
    • PinpointSMSVoice
      • Exception
    • PinpointSMSVoiceV2
      • Exception
    • Pipes
      • Exception
    • Polly
      • Exception
    • Pricing
      • Exception
    • PrivateNetworks
      • Exception
    • PrometheusService
      • Exception
    • Proton
      • Exception
    • QLDB
      • Exception
    • QLDBSession
      • Exception
    • QuickSight
      • Exception
    • RAM
      • Exception
    • Rds
      • Exception
    • RDSDataService
      • Exception
    • RecycleBin
      • Exception
    • Redshift
      • Exception
    • RedshiftDataAPIService
      • Exception
    • RedshiftServerless
      • Exception
    • Rekognition
      • Exception
    • ResilienceHub
      • Exception
    • ResourceExplorer2
      • Exception
    • ResourceGroups
      • Exception
    • ResourceGroupsTaggingAPI
      • Exception
    • Retry
      • Exception
    • RoboMaker
      • Exception
    • RolesAnywhere
      • Exception
    • Route53
      • Exception
    • Route53Domains
      • Exception
    • Route53RecoveryCluster
      • Exception
    • Route53RecoveryControlConfig
      • Exception
    • Route53RecoveryReadiness
      • Exception
    • Route53Resolver
      • Exception
    • S3
      • Crypto
      • Exception
      • RegionalEndpoint
        • Exception
      • UseArnRegion
        • Exception
    • S3Control
      • Exception
    • S3Outposts
      • Exception
    • SageMaker
      • Exception
    • SagemakerEdgeManager
      • Exception
    • SageMakerFeatureStoreRuntime
      • Exception
    • SageMakerGeospatial
      • Exception
    • SageMakerMetrics
      • Exception
    • SageMakerRuntime
      • Exception
    • SavingsPlans
      • Exception
    • Scheduler
      • Exception
    • Schemas
      • Exception
    • Script
      • Composer
    • SecretsManager
      • Exception
    • SecurityHub
      • Exception
    • SecurityLake
      • Exception
    • ServerlessApplicationRepository
      • Exception
    • ServiceCatalog
      • Exception
    • ServiceDiscovery
      • Exception
    • ServiceQuotas
      • Exception
    • Ses
      • Exception
    • SesV2
      • Exception
    • Sfn
      • Exception
    • Shield
      • Exception
    • Signature
    • signer
      • Exception
    • SimSpaceWeaver
      • Exception
    • Sms
      • Exception
    • SnowBall
      • Exception
    • SnowDeviceManagement
      • Exception
    • Sns
      • Exception
    • Sqs
      • Exception
    • Ssm
      • Exception
    • SSMContacts
      • Exception
    • SSMIncidents
      • Exception
    • SsmSap
      • Exception
    • SSO
      • Exception
    • SSOAdmin
      • Exception
    • SSOOIDC
      • Exception
    • StorageGateway
      • Exception
    • Sts
      • Exception
      • RegionalEndpoints
        • Exception
    • Support
      • Exception
    • SupportApp
      • Exception
    • Swf
      • Exception
    • Synthetics
      • Exception
    • Textract
      • Exception
    • TimestreamQuery
      • Exception
    • TimestreamWrite
      • Exception
    • Tnb
      • Exception
    • Token
    • TranscribeService
      • Exception
    • Transfer
      • Exception
    • Translate
      • Exception
    • VoiceID
      • Exception
    • VPCLattice
      • Exception
    • Waf
      • Exception
    • WafRegional
      • Exception
    • WAFV2
      • Exception
    • WellArchitected
      • Exception
    • WorkDocs
      • Exception
    • WorkLink
      • Exception
    • WorkMail
      • Exception
    • WorkMailMessageFlow
      • Exception
    • WorkSpaces
      • Exception
    • WorkSpacesWeb
      • Exception
    • XRay
      • Exception
  • GuzzleHttp
    • Promise
    • Psr7
  • Psr
    • Http
      • Message

Classes

  • Aws\AbstractConfigurationProvider
  • Aws\AccessAnalyzer\AccessAnalyzerClient
  • Aws\Account\AccountClient
  • Aws\Acm\AcmClient
  • Aws\ACMPCA\ACMPCAClient
  • Aws\AlexaForBusiness\AlexaForBusinessClient
  • Aws\Amplify\AmplifyClient
  • Aws\AmplifyBackend\AmplifyBackendClient
  • Aws\AmplifyUIBuilder\AmplifyUIBuilderClient
  • Aws\Api\AbstractModel
  • Aws\Api\ApiProvider
  • Aws\Api\DateTimeResult
  • Aws\Api\DocModel
  • Aws\Api\ErrorParser\AbstractErrorParser
  • Aws\Api\ErrorParser\JsonRpcErrorParser
  • Aws\Api\ErrorParser\RestJsonErrorParser
  • Aws\Api\ErrorParser\XmlErrorParser
  • Aws\Api\ListShape
  • Aws\Api\MapShape
  • Aws\Api\Operation
  • Aws\Api\Parser\Crc32ValidatingParser
  • Aws\Api\Parser\DecodingEventStreamIterator
  • Aws\Api\Parser\EventParsingIterator
  • Aws\Api\Parser\JsonParser
  • Aws\Api\Parser\JsonRpcParser
  • Aws\Api\Parser\QueryParser
  • Aws\Api\Parser\RestJsonParser
  • Aws\Api\Parser\RestXmlParser
  • Aws\Api\Parser\XmlParser
  • Aws\Api\Serializer\XmlBody
  • Aws\Api\Service
  • Aws\Api\Shape
  • Aws\Api\ShapeMap
  • Aws\Api\StructureShape
  • Aws\Api\TimestampShape
  • Aws\Api\Validator
  • Aws\ApiGateway\ApiGatewayClient
  • Aws\ApiGatewayManagementApi\ApiGatewayManagementApiClient
  • Aws\ApiGatewayV2\ApiGatewayV2Client
  • Aws\AppConfig\AppConfigClient
  • Aws\AppConfigData\AppConfigDataClient
  • Aws\Appflow\AppflowClient
  • Aws\AppIntegrationsService\AppIntegrationsServiceClient
  • Aws\ApplicationAutoScaling\ApplicationAutoScalingClient
  • Aws\ApplicationCostProfiler\ApplicationCostProfilerClient
  • Aws\ApplicationDiscoveryService\ApplicationDiscoveryServiceClient
  • Aws\ApplicationInsights\ApplicationInsightsClient
  • Aws\AppMesh\AppMeshClient
  • Aws\AppRegistry\AppRegistryClient
  • Aws\AppRunner\AppRunnerClient
  • Aws\Appstream\AppstreamClient
  • Aws\AppSync\AppSyncClient
  • Aws\ARCZonalShift\ARCZonalShiftClient
  • Aws\Athena\AthenaClient
  • Aws\AuditManager\AuditManagerClient
  • Aws\AugmentedAIRuntime\AugmentedAIRuntimeClient
  • Aws\AutoScaling\AutoScalingClient
  • Aws\AutoScalingPlans\AutoScalingPlansClient
  • Aws\AwsClient
  • Aws\Backup\BackupClient
  • Aws\BackupGateway\BackupGatewayClient
  • Aws\BackupStorage\BackupStorageClient
  • Aws\Batch\BatchClient
  • Aws\BillingConductor\BillingConductorClient
  • Aws\Braket\BraketClient
  • Aws\Budgets\BudgetsClient
  • Aws\Chime\ChimeClient
  • Aws\ChimeSDKIdentity\ChimeSDKIdentityClient
  • Aws\ChimeSDKMediaPipelines\ChimeSDKMediaPipelinesClient
  • Aws\ChimeSDKMeetings\ChimeSDKMeetingsClient
  • Aws\ChimeSDKMessaging\ChimeSDKMessagingClient
  • Aws\ChimeSDKVoice\ChimeSDKVoiceClient
  • Aws\CleanRooms\CleanRoomsClient
  • Aws\ClientResolver
  • Aws\ClientSideMonitoring\Configuration
  • Aws\ClientSideMonitoring\ConfigurationProvider
  • Aws\Cloud9\Cloud9Client
  • Aws\CloudControlApi\CloudControlApiClient
  • Aws\CloudDirectory\CloudDirectoryClient
  • Aws\CloudFormation\CloudFormationClient
  • Aws\CloudFront\CloudFrontClient
  • Aws\CloudFront\CookieSigner
  • Aws\CloudFront\UrlSigner
  • Aws\CloudHsm\CloudHsmClient
  • Aws\CloudHSMV2\CloudHSMV2Client
  • Aws\CloudSearch\CloudSearchClient
  • Aws\CloudSearchDomain\CloudSearchDomainClient
  • Aws\CloudTrail\CloudTrailClient
  • Aws\CloudTrail\LogFileIterator
  • Aws\CloudTrail\LogFileReader
  • Aws\CloudTrail\LogRecordIterator
  • Aws\CloudTrailData\CloudTrailDataClient
  • Aws\CloudWatch\CloudWatchClient
  • Aws\CloudWatchEvents\CloudWatchEventsClient
  • Aws\CloudWatchEvidently\CloudWatchEvidentlyClient
  • Aws\CloudWatchLogs\CloudWatchLogsClient
  • Aws\CloudWatchRUM\CloudWatchRUMClient
  • Aws\CodeArtifact\CodeArtifactClient
  • Aws\CodeBuild\CodeBuildClient
  • Aws\CodeCatalyst\CodeCatalystClient
  • Aws\CodeCommit\CodeCommitClient
  • Aws\CodeDeploy\CodeDeployClient
  • Aws\CodeGuruProfiler\CodeGuruProfilerClient
  • Aws\CodeGuruReviewer\CodeGuruReviewerClient
  • Aws\CodePipeline\CodePipelineClient
  • Aws\CodeStar\CodeStarClient
  • Aws\CodeStarconnections\CodeStarconnectionsClient
  • Aws\CodeStarNotifications\CodeStarNotificationsClient
  • Aws\CognitoIdentity\CognitoIdentityClient
  • Aws\CognitoIdentity\CognitoIdentityProvider
  • Aws\CognitoIdentityProvider\CognitoIdentityProviderClient
  • Aws\CognitoSync\CognitoSyncClient
  • Aws\Command
  • Aws\CommandPool
  • Aws\Comprehend\ComprehendClient
  • Aws\ComprehendMedical\ComprehendMedicalClient
  • Aws\ComputeOptimizer\ComputeOptimizerClient
  • Aws\ConfigService\ConfigServiceClient
  • Aws\Connect\ConnectClient
  • Aws\ConnectCampaignService\ConnectCampaignServiceClient
  • Aws\ConnectCases\ConnectCasesClient
  • Aws\ConnectContactLens\ConnectContactLensClient
  • Aws\ConnectParticipant\ConnectParticipantClient
  • Aws\ConnectWisdomService\ConnectWisdomServiceClient
  • Aws\ControlTower\ControlTowerClient
  • Aws\CostandUsageReportService\CostandUsageReportServiceClient
  • Aws\CostExplorer\CostExplorerClient
  • Aws\Credentials\AssumeRoleCredentialProvider
  • Aws\Credentials\AssumeRoleWithWebIdentityCredentialProvider
  • Aws\Credentials\CredentialProvider
  • Aws\Credentials\Credentials
  • Aws\Credentials\EcsCredentialProvider
  • Aws\Credentials\InstanceProfileProvider
  • Aws\Crypto\AesDecryptingStream
  • Aws\Crypto\AesEncryptingStream
  • Aws\Crypto\AesGcmDecryptingStream
  • Aws\Crypto\AesGcmEncryptingStream
  • Aws\Crypto\Cipher\Cbc
  • Aws\Crypto\KmsMaterialsProvider
  • Aws\Crypto\KmsMaterialsProviderV2
  • Aws\Crypto\MaterialsProvider
  • Aws\Crypto\MaterialsProviderV2
  • Aws\Crypto\Polyfill\AesGcm
  • Aws\Crypto\Polyfill\ByteArray
  • Aws\Crypto\Polyfill\Gmac
  • Aws\Crypto\Polyfill\Key
  • Aws\CustomerProfiles\CustomerProfilesClient
  • Aws\DatabaseMigrationService\DatabaseMigrationServiceClient
  • Aws\DataExchange\DataExchangeClient
  • Aws\DataPipeline\DataPipelineClient
  • Aws\DataSync\DataSyncClient
  • Aws\DAX\DAXClient
  • Aws\DefaultsMode\Configuration
  • Aws\DefaultsMode\ConfigurationProvider
  • Aws\Detective\DetectiveClient
  • Aws\DeviceFarm\DeviceFarmClient
  • Aws\DevOpsGuru\DevOpsGuruClient
  • Aws\DirectConnect\DirectConnectClient
  • Aws\DirectoryService\DirectoryServiceClient
  • Aws\DLM\DLMClient
  • Aws\DocDB\DocDBClient
  • Aws\DocDBElastic\DocDBElasticClient
  • Aws\DoctrineCacheAdapter
  • Aws\drs\drsClient
  • Aws\DynamoDb\BinaryValue
  • Aws\DynamoDb\DynamoDbClient
  • Aws\DynamoDb\LockingSessionConnection
  • Aws\DynamoDb\Marshaler
  • Aws\DynamoDb\NumberValue
  • Aws\DynamoDb\SessionHandler
  • Aws\DynamoDb\SetValue
  • Aws\DynamoDb\StandardSessionConnection
  • Aws\DynamoDb\WriteRequestBatch
  • Aws\DynamoDbStreams\DynamoDbStreamsClient
  • Aws\EBS\EBSClient
  • Aws\Ec2\Ec2Client
  • Aws\EC2InstanceConnect\EC2InstanceConnectClient
  • Aws\Ecr\EcrClient
  • Aws\ECRPublic\ECRPublicClient
  • Aws\Ecs\EcsClient
  • Aws\Efs\EfsClient
  • Aws\EKS\EKSClient
  • Aws\ElastiCache\ElastiCacheClient
  • Aws\ElasticBeanstalk\ElasticBeanstalkClient
  • Aws\ElasticInference\ElasticInferenceClient
  • Aws\ElasticLoadBalancing\ElasticLoadBalancingClient
  • Aws\ElasticLoadBalancingV2\ElasticLoadBalancingV2Client
  • Aws\ElasticsearchService\ElasticsearchServiceClient
  • Aws\ElasticTranscoder\ElasticTranscoderClient
  • Aws\Emr\EmrClient
  • Aws\EMRContainers\EMRContainersClient
  • Aws\EMRServerless\EMRServerlessClient
  • Aws\Endpoint\EndpointProvider
  • Aws\Endpoint\Partition
  • Aws\Endpoint\PartitionEndpointProvider
  • Aws\Endpoint\PatternEndpointProvider
  • Aws\Endpoint\UseDualstackEndpoint\Configuration
  • Aws\Endpoint\UseDualstackEndpoint\ConfigurationProvider
  • Aws\Endpoint\UseFipsEndpoint\Configuration
  • Aws\Endpoint\UseFipsEndpoint\ConfigurationProvider
  • Aws\EndpointDiscovery\Configuration
  • Aws\EndpointDiscovery\ConfigurationProvider
  • Aws\EndpointDiscovery\EndpointDiscoveryMiddleware
  • Aws\EndpointDiscovery\EndpointList
  • Aws\EndpointV2\EndpointDefinitionProvider
  • Aws\EndpointV2\EndpointProviderV2
  • Aws\EndpointV2\Rule\AbstractRule
  • Aws\EndpointV2\Rule\EndpointRule
  • Aws\EndpointV2\Rule\ErrorRule
  • Aws\EndpointV2\Rule\RuleCreator
  • Aws\EndpointV2\Rule\TreeRule
  • Aws\EndpointV2\Ruleset\Ruleset
  • Aws\EndpointV2\Ruleset\RulesetEndpoint
  • Aws\EndpointV2\Ruleset\RulesetParameter
  • Aws\EventBridge\EventBridgeClient
  • Aws\finspace\finspaceClient
  • Aws\FinSpaceData\FinSpaceDataClient
  • Aws\Firehose\FirehoseClient
  • Aws\FIS\FISClient
  • Aws\FMS\FMSClient
  • Aws\ForecastQueryService\ForecastQueryServiceClient
  • Aws\ForecastService\ForecastServiceClient
  • Aws\FraudDetector\FraudDetectorClient
  • Aws\FSx\FSxClient
  • Aws\GameLift\GameLiftClient
  • Aws\GameSparks\GameSparksClient
  • Aws\Glacier\GlacierClient
  • Aws\Glacier\MultipartUploader
  • Aws\Glacier\TreeHash
  • Aws\GlobalAccelerator\GlobalAcceleratorClient
  • Aws\Glue\GlueClient
  • Aws\GlueDataBrew\GlueDataBrewClient
  • Aws\Greengrass\GreengrassClient
  • Aws\GreengrassV2\GreengrassV2Client
  • Aws\GroundStation\GroundStationClient
  • Aws\GuardDuty\GuardDutyClient
  • Aws\Handler\GuzzleV5\GuzzleHandler
  • Aws\Handler\GuzzleV5\GuzzleStream
  • Aws\Handler\GuzzleV5\PsrStream
  • Aws\Handler\GuzzleV6\GuzzleHandler
  • Aws\HandlerList
  • Aws\HashingStream
  • Aws\Health\HealthClient
  • Aws\HealthLake\HealthLakeClient
  • Aws\History
  • Aws\Honeycode\HoneycodeClient
  • Aws\Iam\IamClient
  • Aws\IdempotencyTokenMiddleware
  • Aws\IdentityStore\IdentityStoreClient
  • Aws\imagebuilder\imagebuilderClient
  • Aws\ImportExport\ImportExportClient
  • Aws\Inspector2\Inspector2Client
  • Aws\Inspector\InspectorClient
  • Aws\InternetMonitor\InternetMonitorClient
  • Aws\IoT1ClickDevicesService\IoT1ClickDevicesServiceClient
  • Aws\IoT1ClickProjects\IoT1ClickProjectsClient
  • Aws\Iot\IotClient
  • Aws\IoTAnalytics\IoTAnalyticsClient
  • Aws\IotDataPlane\IotDataPlaneClient
  • Aws\IoTDeviceAdvisor\IoTDeviceAdvisorClient
  • Aws\IoTEvents\IoTEventsClient
  • Aws\IoTEventsData\IoTEventsDataClient
  • Aws\IoTFleetHub\IoTFleetHubClient
  • Aws\IoTFleetWise\IoTFleetWiseClient
  • Aws\IoTJobsDataPlane\IoTJobsDataPlaneClient
  • Aws\IoTRoboRunner\IoTRoboRunnerClient
  • Aws\IoTSecureTunneling\IoTSecureTunnelingClient
  • Aws\IoTSiteWise\IoTSiteWiseClient
  • Aws\IoTThingsGraph\IoTThingsGraphClient
  • Aws\IoTTwinMaker\IoTTwinMakerClient
  • Aws\IoTWireless\IoTWirelessClient
  • Aws\IVS\IVSClient
  • Aws\ivschat\ivschatClient
  • Aws\IVSRealTime\IVSRealTimeClient
  • Aws\JsonCompiler
  • Aws\Kafka\KafkaClient
  • Aws\KafkaConnect\KafkaConnectClient
  • Aws\kendra\kendraClient
  • Aws\KendraRanking\KendraRankingClient
  • Aws\Keyspaces\KeyspacesClient
  • Aws\Kinesis\KinesisClient
  • Aws\KinesisAnalytics\KinesisAnalyticsClient
  • Aws\KinesisAnalyticsV2\KinesisAnalyticsV2Client
  • Aws\KinesisVideo\KinesisVideoClient
  • Aws\KinesisVideoArchivedMedia\KinesisVideoArchivedMediaClient
  • Aws\KinesisVideoMedia\KinesisVideoMediaClient
  • Aws\KinesisVideoSignalingChannels\KinesisVideoSignalingChannelsClient
  • Aws\KinesisVideoWebRTCStorage\KinesisVideoWebRTCStorageClient
  • Aws\Kms\KmsClient
  • Aws\LakeFormation\LakeFormationClient
  • Aws\Lambda\LambdaClient
  • Aws\LexModelBuildingService\LexModelBuildingServiceClient
  • Aws\LexModelsV2\LexModelsV2Client
  • Aws\LexRuntimeService\LexRuntimeServiceClient
  • Aws\LexRuntimeV2\LexRuntimeV2Client
  • Aws\LicenseManager\LicenseManagerClient
  • Aws\LicenseManagerLinuxSubscriptions\LicenseManagerLinuxSubscriptionsClient
  • Aws\LicenseManagerUserSubscriptions\LicenseManagerUserSubscriptionsClient
  • Aws\Lightsail\LightsailClient
  • Aws\LocationService\LocationServiceClient
  • Aws\LookoutEquipment\LookoutEquipmentClient
  • Aws\LookoutforVision\LookoutforVisionClient
  • Aws\LookoutMetrics\LookoutMetricsClient
  • Aws\LruArrayCache
  • Aws\MachineLearning\MachineLearningClient
  • Aws\Macie2\Macie2Client
  • Aws\Macie\MacieClient
  • Aws\MainframeModernization\MainframeModernizationClient
  • Aws\ManagedBlockchain\ManagedBlockchainClient
  • Aws\ManagedGrafana\ManagedGrafanaClient
  • Aws\MarketplaceCatalog\MarketplaceCatalogClient
  • Aws\MarketplaceCommerceAnalytics\MarketplaceCommerceAnalyticsClient
  • Aws\MarketplaceEntitlementService\MarketplaceEntitlementServiceClient
  • Aws\MarketplaceMetering\MarketplaceMeteringClient
  • Aws\MediaConnect\MediaConnectClient
  • Aws\MediaConvert\MediaConvertClient
  • Aws\MediaLive\MediaLiveClient
  • Aws\MediaPackage\MediaPackageClient
  • Aws\MediaPackageVod\MediaPackageVodClient
  • Aws\MediaStore\MediaStoreClient
  • Aws\MediaStoreData\MediaStoreDataClient
  • Aws\MediaTailor\MediaTailorClient
  • Aws\MemoryDB\MemoryDBClient
  • Aws\mgn\mgnClient
  • Aws\Middleware
  • Aws\MigrationHub\MigrationHubClient
  • Aws\MigrationHubConfig\MigrationHubConfigClient
  • Aws\MigrationHubOrchestrator\MigrationHubOrchestratorClient
  • Aws\MigrationHubRefactorSpaces\MigrationHubRefactorSpacesClient
  • Aws\MigrationHubStrategyRecommendations\MigrationHubStrategyRecommendationsClient
  • Aws\Mobile\MobileClient
  • Aws\MockHandler
  • Aws\MQ\MQClient
  • Aws\MTurk\MTurkClient
  • Aws\Multipart\UploadState
  • Aws\MultiRegionClient
  • Aws\MWAA\MWAAClient
  • Aws\Neptune\NeptuneClient
  • Aws\NetworkFirewall\NetworkFirewallClient
  • Aws\NetworkManager\NetworkManagerClient
  • Aws\NimbleStudio\NimbleStudioClient
  • Aws\OAM\OAMClient
  • Aws\Omics\OmicsClient
  • Aws\OpenSearchServerless\OpenSearchServerlessClient
  • Aws\OpenSearchService\OpenSearchServiceClient
  • Aws\OpsWorks\OpsWorksClient
  • Aws\OpsWorksCM\OpsWorksCMClient
  • Aws\Organizations\OrganizationsClient
  • Aws\Outposts\OutpostsClient
  • Aws\Panorama\PanoramaClient
  • Aws\Personalize\PersonalizeClient
  • Aws\PersonalizeEvents\PersonalizeEventsClient
  • Aws\PersonalizeRuntime\PersonalizeRuntimeClient
  • Aws\PhpHash
  • Aws\PI\PIClient
  • Aws\Pinpoint\PinpointClient
  • Aws\PinpointEmail\PinpointEmailClient
  • Aws\PinpointSMSVoice\PinpointSMSVoiceClient
  • Aws\PinpointSMSVoiceV2\PinpointSMSVoiceV2Client
  • Aws\Pipes\PipesClient
  • Aws\Polly\PollyClient
  • Aws\PresignUrlMiddleware
  • Aws\Pricing\PricingClient
  • Aws\PrivateNetworks\PrivateNetworksClient
  • Aws\PrometheusService\PrometheusServiceClient
  • Aws\Proton\ProtonClient
  • Aws\Psr16CacheAdapter
  • Aws\PsrCacheAdapter
  • Aws\QLDB\QLDBClient
  • Aws\QLDBSession\QLDBSessionClient
  • Aws\QuickSight\QuickSightClient
  • Aws\RAM\RAMClient
  • Aws\Rds\AuthTokenGenerator
  • Aws\Rds\RdsClient
  • Aws\RDSDataService\RDSDataServiceClient
  • Aws\RecycleBin\RecycleBinClient
  • Aws\Redshift\RedshiftClient
  • Aws\RedshiftDataAPIService\RedshiftDataAPIServiceClient
  • Aws\RedshiftServerless\RedshiftServerlessClient
  • Aws\Rekognition\RekognitionClient
  • Aws\ResilienceHub\ResilienceHubClient
  • Aws\ResourceExplorer2\ResourceExplorer2Client
  • Aws\ResourceGroups\ResourceGroupsClient
  • Aws\ResourceGroupsTaggingAPI\ResourceGroupsTaggingAPIClient
  • Aws\Result
  • Aws\ResultPaginator
  • Aws\Retry\Configuration
  • Aws\Retry\ConfigurationProvider
  • Aws\RoboMaker\RoboMakerClient
  • Aws\RolesAnywhere\RolesAnywhereClient
  • Aws\Route53\Route53Client
  • Aws\Route53Domains\Route53DomainsClient
  • Aws\Route53RecoveryCluster\Route53RecoveryClusterClient
  • Aws\Route53RecoveryControlConfig\Route53RecoveryControlConfigClient
  • Aws\Route53RecoveryReadiness\Route53RecoveryReadinessClient
  • Aws\Route53Resolver\Route53ResolverClient
  • Aws\S3\BatchDelete
  • Aws\S3\Crypto\HeadersMetadataStrategy
  • Aws\S3\Crypto\InstructionFileMetadataStrategy
  • Aws\S3\Crypto\S3EncryptionClient
  • Aws\S3\Crypto\S3EncryptionClientV2
  • Aws\S3\Crypto\S3EncryptionMultipartUploader
  • Aws\S3\Crypto\S3EncryptionMultipartUploaderV2
  • Aws\S3\GetBucketLocationParser
  • Aws\S3\MultipartUploader
  • Aws\S3\ObjectCopier
  • Aws\S3\ObjectUploader
  • Aws\S3\PostObject
  • Aws\S3\PostObjectV4
  • Aws\S3\RegionalEndpoint\Configuration
  • Aws\S3\RegionalEndpoint\ConfigurationProvider
  • Aws\S3\S3Client
  • Aws\S3\S3MultiRegionClient
  • Aws\S3\S3UriParser
  • Aws\S3\StreamWrapper
  • Aws\S3\Transfer
  • Aws\S3\UseArnRegion\Configuration
  • Aws\S3\UseArnRegion\ConfigurationProvider
  • Aws\S3\ValidateResponseChecksumParser
  • Aws\S3Control\S3ControlClient
  • Aws\S3Outposts\S3OutpostsClient
  • Aws\SageMaker\SageMakerClient
  • Aws\SagemakerEdgeManager\SagemakerEdgeManagerClient
  • Aws\SageMakerFeatureStoreRuntime\SageMakerFeatureStoreRuntimeClient
  • Aws\SageMakerGeospatial\SageMakerGeospatialClient
  • Aws\SageMakerMetrics\SageMakerMetricsClient
  • Aws\SageMakerRuntime\SageMakerRuntimeClient
  • Aws\SavingsPlans\SavingsPlansClient
  • Aws\Scheduler\SchedulerClient
  • Aws\Schemas\SchemasClient
  • Aws\Script\Composer\Composer
  • Aws\Sdk
  • Aws\SecretsManager\SecretsManagerClient
  • Aws\SecurityHub\SecurityHubClient
  • Aws\SecurityLake\SecurityLakeClient
  • Aws\ServerlessApplicationRepository\ServerlessApplicationRepositoryClient
  • Aws\ServiceCatalog\ServiceCatalogClient
  • Aws\ServiceDiscovery\ServiceDiscoveryClient
  • Aws\ServiceQuotas\ServiceQuotasClient
  • Aws\Ses\SesClient
  • Aws\SesV2\SesV2Client
  • Aws\Sfn\SfnClient
  • Aws\Shield\ShieldClient
  • Aws\Signature\AnonymousSignature
  • Aws\Signature\S3SignatureV4
  • Aws\Signature\SignatureProvider
  • Aws\Signature\SignatureV4
  • Aws\signer\signerClient
  • Aws\SimSpaceWeaver\SimSpaceWeaverClient
  • Aws\Sms\SmsClient
  • Aws\SnowBall\SnowBallClient
  • Aws\SnowDeviceManagement\SnowDeviceManagementClient
  • Aws\Sns\Message
  • Aws\Sns\MessageValidator
  • Aws\Sns\SnsClient
  • Aws\Sqs\SqsClient
  • Aws\Ssm\SsmClient
  • Aws\SSMContacts\SSMContactsClient
  • Aws\SSMIncidents\SSMIncidentsClient
  • Aws\SsmSap\SsmSapClient
  • Aws\SSO\SSOClient
  • Aws\SSOAdmin\SSOAdminClient
  • Aws\SSOOIDC\SSOOIDCClient
  • Aws\StorageGateway\StorageGatewayClient
  • Aws\Sts\RegionalEndpoints\Configuration
  • Aws\Sts\RegionalEndpoints\ConfigurationProvider
  • Aws\Sts\StsClient
  • Aws\Support\SupportClient
  • Aws\SupportApp\SupportAppClient
  • Aws\Swf\SwfClient
  • Aws\Synthetics\SyntheticsClient
  • Aws\Textract\TextractClient
  • Aws\TimestreamQuery\TimestreamQueryClient
  • Aws\TimestreamWrite\TimestreamWriteClient
  • Aws\Tnb\TnbClient
  • Aws\Token\BearerTokenAuthorization
  • Aws\Token\SsoToken
  • Aws\Token\SsoTokenProvider
  • Aws\Token\Token
  • Aws\Token\TokenProvider
  • Aws\TraceMiddleware
  • Aws\TranscribeService\TranscribeServiceClient
  • Aws\Transfer\TransferClient
  • Aws\Translate\TranslateClient
  • Aws\VoiceID\VoiceIDClient
  • Aws\VPCLattice\VPCLatticeClient
  • Aws\Waf\WafClient
  • Aws\WafRegional\WafRegionalClient
  • Aws\WAFV2\WAFV2Client
  • Aws\Waiter
  • Aws\WellArchitected\WellArchitectedClient
  • Aws\WorkDocs\WorkDocsClient
  • Aws\WorkLink\WorkLinkClient
  • Aws\WorkMail\WorkMailClient
  • Aws\WorkMailMessageFlow\WorkMailMessageFlowClient
  • Aws\WorkSpaces\WorkSpacesClient
  • Aws\WorkSpacesWeb\WorkSpacesWebClient
  • Aws\WrappedHttpHandler
  • Aws\XRay\XRayClient

Interfaces

  • Aws\AwsClientInterface
  • Aws\CacheInterface
  • Aws\ClientSideMonitoring\ConfigurationInterface
  • Aws\CommandInterface
  • Aws\ConfigurationProviderInterface
  • Aws\Credentials\CredentialsInterface
  • Aws\Crypto\AesStreamInterface
  • Aws\Crypto\AesStreamInterfaceV2
  • Aws\Crypto\Cipher\CipherMethod
  • Aws\Crypto\MaterialsProviderInterface
  • Aws\Crypto\MaterialsProviderInterfaceV2
  • Aws\Crypto\MetadataStrategyInterface
  • Aws\DefaultsMode\ConfigurationInterface
  • Aws\DynamoDb\SessionConnectionInterface
  • Aws\Endpoint\PartitionInterface
  • Aws\Endpoint\UseDualstackEndpoint\ConfigurationInterface
  • Aws\Endpoint\UseFipsEndpoint\ConfigurationInterface
  • Aws\EndpointDiscovery\ConfigurationInterface
  • Aws\HashInterface
  • Aws\MonitoringEventsInterface
  • Aws\ResponseContainerInterface
  • Aws\ResultInterface
  • Aws\Retry\ConfigurationInterface
  • Aws\S3\RegionalEndpoint\ConfigurationInterface
  • Aws\S3\S3ClientInterface
  • Aws\S3\UseArnRegion\ConfigurationInterface
  • Aws\Signature\SignatureInterface
  • Aws\Sts\RegionalEndpoints\ConfigurationInterface
  • Aws\Token\RefreshableTokenProviderInterface
  • Aws\Token\TokenAuthorization
  • Aws\Token\TokenInterface

Traits

  • Aws\Api\ErrorParser\JsonParserTrait
  • Aws\Api\Parser\MetadataParserTrait
  • Aws\Api\Parser\PayloadParserTrait
  • Aws\AwsClientTrait
  • Aws\Crypto\Cipher\CipherBuilderTrait
  • Aws\Crypto\DecryptionTrait
  • Aws\Crypto\DecryptionTraitV2
  • Aws\Crypto\EncryptionTrait
  • Aws\Crypto\EncryptionTraitV2
  • Aws\Crypto\Polyfill\NeedsTrait
  • Aws\DynamoDb\SessionConnectionConfigTrait
  • Aws\HasDataTrait
  • Aws\HasMonitoringEventsTrait
  • Aws\Retry\RetryHelperTrait
  • Aws\S3\CalculatesChecksumTrait
  • Aws\S3\Crypto\CryptoParamsTrait
  • Aws\S3\Crypto\CryptoParamsTraitV2
  • Aws\S3\Crypto\UserAgentTrait
  • Aws\S3\MultipartUploadingTrait
  • Aws\S3\S3ClientTrait
  • Aws\Signature\SignatureTrait
  • Aws\Token\ParsesIniTrait

Exceptions

  • Aws\AccessAnalyzer\Exception\AccessAnalyzerException
  • Aws\Account\Exception\AccountException
  • Aws\Acm\Exception\AcmException
  • Aws\ACMPCA\Exception\ACMPCAException
  • Aws\AlexaForBusiness\Exception\AlexaForBusinessException
  • Aws\Amplify\Exception\AmplifyException
  • Aws\AmplifyBackend\Exception\AmplifyBackendException
  • Aws\AmplifyUIBuilder\Exception\AmplifyUIBuilderException
  • Aws\Api\Parser\Exception\ParserException
  • Aws\ApiGateway\Exception\ApiGatewayException
  • Aws\ApiGatewayManagementApi\Exception\ApiGatewayManagementApiException
  • Aws\ApiGatewayV2\Exception\ApiGatewayV2Exception
  • Aws\AppConfig\Exception\AppConfigException
  • Aws\AppConfigData\Exception\AppConfigDataException
  • Aws\Appflow\Exception\AppflowException
  • Aws\AppIntegrationsService\Exception\AppIntegrationsServiceException
  • Aws\ApplicationAutoScaling\Exception\ApplicationAutoScalingException
  • Aws\ApplicationCostProfiler\Exception\ApplicationCostProfilerException
  • Aws\ApplicationDiscoveryService\Exception\ApplicationDiscoveryServiceException
  • Aws\ApplicationInsights\Exception\ApplicationInsightsException
  • Aws\AppMesh\Exception\AppMeshException
  • Aws\AppRegistry\Exception\AppRegistryException
  • Aws\AppRunner\Exception\AppRunnerException
  • Aws\Appstream\Exception\AppstreamException
  • Aws\AppSync\Exception\AppSyncException
  • Aws\ARCZonalShift\Exception\ARCZonalShiftException
  • Aws\Arn\Exception\InvalidArnException
  • Aws\Athena\Exception\AthenaException
  • Aws\AuditManager\Exception\AuditManagerException
  • Aws\AugmentedAIRuntime\Exception\AugmentedAIRuntimeException
  • Aws\AutoScaling\Exception\AutoScalingException
  • Aws\AutoScalingPlans\Exception\AutoScalingPlansException
  • Aws\Backup\Exception\BackupException
  • Aws\BackupGateway\Exception\BackupGatewayException
  • Aws\BackupStorage\Exception\BackupStorageException
  • Aws\Batch\Exception\BatchException
  • Aws\BillingConductor\Exception\BillingConductorException
  • Aws\Braket\Exception\BraketException
  • Aws\Budgets\Exception\BudgetsException
  • Aws\Chime\Exception\ChimeException
  • Aws\ChimeSDKIdentity\Exception\ChimeSDKIdentityException
  • Aws\ChimeSDKMediaPipelines\Exception\ChimeSDKMediaPipelinesException
  • Aws\ChimeSDKMeetings\Exception\ChimeSDKMeetingsException
  • Aws\ChimeSDKMessaging\Exception\ChimeSDKMessagingException
  • Aws\ChimeSDKVoice\Exception\ChimeSDKVoiceException
  • Aws\CleanRooms\Exception\CleanRoomsException
  • Aws\ClientSideMonitoring\Exception\ConfigurationException
  • Aws\Cloud9\Exception\Cloud9Exception
  • Aws\CloudControlApi\Exception\CloudControlApiException
  • Aws\CloudDirectory\Exception\CloudDirectoryException
  • Aws\CloudFormation\Exception\CloudFormationException
  • Aws\CloudFront\Exception\CloudFrontException
  • Aws\CloudHsm\Exception\CloudHsmException
  • Aws\CloudHSMV2\Exception\CloudHSMV2Exception
  • Aws\CloudSearch\Exception\CloudSearchException
  • Aws\CloudSearchDomain\Exception\CloudSearchDomainException
  • Aws\CloudTrail\Exception\CloudTrailException
  • Aws\CloudTrailData\Exception\CloudTrailDataException
  • Aws\CloudWatch\Exception\CloudWatchException
  • Aws\CloudWatchEvents\Exception\CloudWatchEventsException
  • Aws\CloudWatchEvidently\Exception\CloudWatchEvidentlyException
  • Aws\CloudWatchLogs\Exception\CloudWatchLogsException
  • Aws\CloudWatchRUM\Exception\CloudWatchRUMException
  • Aws\CodeArtifact\Exception\CodeArtifactException
  • Aws\CodeBuild\Exception\CodeBuildException
  • Aws\CodeCatalyst\Exception\CodeCatalystException
  • Aws\CodeCommit\Exception\CodeCommitException
  • Aws\CodeDeploy\Exception\CodeDeployException
  • Aws\CodeGuruProfiler\Exception\CodeGuruProfilerException
  • Aws\CodeGuruReviewer\Exception\CodeGuruReviewerException
  • Aws\CodePipeline\Exception\CodePipelineException
  • Aws\CodeStar\Exception\CodeStarException
  • Aws\CodeStarconnections\Exception\CodeStarconnectionsException
  • Aws\CodeStarNotifications\Exception\CodeStarNotificationsException
  • Aws\CognitoIdentity\Exception\CognitoIdentityException
  • Aws\CognitoIdentityProvider\Exception\CognitoIdentityProviderException
  • Aws\CognitoSync\Exception\CognitoSyncException
  • Aws\Comprehend\Exception\ComprehendException
  • Aws\ComprehendMedical\Exception\ComprehendMedicalException
  • Aws\ComputeOptimizer\Exception\ComputeOptimizerException
  • Aws\ConfigService\Exception\ConfigServiceException
  • Aws\Connect\Exception\ConnectException
  • Aws\ConnectCampaignService\Exception\ConnectCampaignServiceException
  • Aws\ConnectCases\Exception\ConnectCasesException
  • Aws\ConnectContactLens\Exception\ConnectContactLensException
  • Aws\ConnectParticipant\Exception\ConnectParticipantException
  • Aws\ConnectWisdomService\Exception\ConnectWisdomServiceException
  • Aws\ControlTower\Exception\ControlTowerException
  • Aws\CostandUsageReportService\Exception\CostandUsageReportServiceException
  • Aws\CostExplorer\Exception\CostExplorerException
  • Aws\CustomerProfiles\Exception\CustomerProfilesException
  • Aws\DatabaseMigrationService\Exception\DatabaseMigrationServiceException
  • Aws\DataExchange\Exception\DataExchangeException
  • Aws\DataPipeline\Exception\DataPipelineException
  • Aws\DataSync\Exception\DataSyncException
  • Aws\DAX\Exception\DAXException
  • Aws\DefaultsMode\Exception\ConfigurationException
  • Aws\Detective\Exception\DetectiveException
  • Aws\DeviceFarm\Exception\DeviceFarmException
  • Aws\DevOpsGuru\Exception\DevOpsGuruException
  • Aws\DirectConnect\Exception\DirectConnectException
  • Aws\DirectoryService\Exception\DirectoryServiceException
  • Aws\DLM\Exception\DLMException
  • Aws\DocDB\Exception\DocDBException
  • Aws\DocDBElastic\Exception\DocDBElasticException
  • Aws\drs\Exception\drsException
  • Aws\DynamoDb\Exception\DynamoDbException
  • Aws\DynamoDbStreams\Exception\DynamoDbStreamsException
  • Aws\EBS\Exception\EBSException
  • Aws\Ec2\Exception\Ec2Exception
  • Aws\EC2InstanceConnect\Exception\EC2InstanceConnectException
  • Aws\Ecr\Exception\EcrException
  • Aws\ECRPublic\Exception\ECRPublicException
  • Aws\Ecs\Exception\EcsException
  • Aws\Efs\Exception\EfsException
  • Aws\EKS\Exception\EKSException
  • Aws\ElastiCache\Exception\ElastiCacheException
  • Aws\ElasticBeanstalk\Exception\ElasticBeanstalkException
  • Aws\ElasticInference\Exception\ElasticInferenceException
  • Aws\ElasticLoadBalancing\Exception\ElasticLoadBalancingException
  • Aws\ElasticLoadBalancingV2\Exception\ElasticLoadBalancingV2Exception
  • Aws\ElasticsearchService\Exception\ElasticsearchServiceException
  • Aws\ElasticTranscoder\Exception\ElasticTranscoderException
  • Aws\Emr\Exception\EmrException
  • Aws\EMRContainers\Exception\EMRContainersException
  • Aws\EMRServerless\Exception\EMRServerlessException
  • Aws\Endpoint\UseDualstackEndpoint\Exception\ConfigurationException
  • Aws\Endpoint\UseFipsEndpoint\Exception\ConfigurationException
  • Aws\EndpointDiscovery\Exception\ConfigurationException
  • Aws\EventBridge\Exception\EventBridgeException
  • Aws\Exception\AwsException
  • Aws\Exception\CommonRuntimeException
  • Aws\Exception\CouldNotCreateChecksumException
  • Aws\Exception\CredentialsException
  • Aws\Exception\CryptoException
  • Aws\Exception\CryptoPolyfillException
  • Aws\Exception\EventStreamDataException
  • Aws\Exception\IncalculablePayloadException
  • Aws\Exception\InvalidJsonException
  • Aws\Exception\InvalidRegionException
  • Aws\Exception\MultipartUploadException
  • Aws\Exception\TokenException
  • Aws\Exception\UnresolvedApiException
  • Aws\Exception\UnresolvedEndpointException
  • Aws\Exception\UnresolvedSignatureException
  • Aws\finspace\Exception\finspaceException
  • Aws\FinSpaceData\Exception\FinSpaceDataException
  • Aws\Firehose\Exception\FirehoseException
  • Aws\FIS\Exception\FISException
  • Aws\FMS\Exception\FMSException
  • Aws\ForecastQueryService\Exception\ForecastQueryServiceException
  • Aws\ForecastService\Exception\ForecastServiceException
  • Aws\FraudDetector\Exception\FraudDetectorException
  • Aws\FSx\Exception\FSxException
  • Aws\GameLift\Exception\GameLiftException
  • Aws\GameSparks\Exception\GameSparksException
  • Aws\Glacier\Exception\GlacierException
  • Aws\GlobalAccelerator\Exception\GlobalAcceleratorException
  • Aws\Glue\Exception\GlueException
  • Aws\GlueDataBrew\Exception\GlueDataBrewException
  • Aws\Greengrass\Exception\GreengrassException
  • Aws\GreengrassV2\Exception\GreengrassV2Exception
  • Aws\GroundStation\Exception\GroundStationException
  • Aws\GuardDuty\Exception\GuardDutyException
  • Aws\Health\Exception\HealthException
  • Aws\HealthLake\Exception\HealthLakeException
  • Aws\Honeycode\Exception\HoneycodeException
  • Aws\Iam\Exception\IamException
  • Aws\IdentityStore\Exception\IdentityStoreException
  • Aws\imagebuilder\Exception\imagebuilderException
  • Aws\ImportExport\Exception\ImportExportException
  • Aws\Inspector2\Exception\Inspector2Exception
  • Aws\Inspector\Exception\InspectorException
  • Aws\InternetMonitor\Exception\InternetMonitorException
  • Aws\IoT1ClickDevicesService\Exception\IoT1ClickDevicesServiceException
  • Aws\IoT1ClickProjects\Exception\IoT1ClickProjectsException
  • Aws\Iot\Exception\IotException
  • Aws\IoTAnalytics\Exception\IoTAnalyticsException
  • Aws\IotDataPlane\Exception\IotDataPlaneException
  • Aws\IoTDeviceAdvisor\Exception\IoTDeviceAdvisorException
  • Aws\IoTEvents\Exception\IoTEventsException
  • Aws\IoTEventsData\Exception\IoTEventsDataException
  • Aws\IoTFleetHub\Exception\IoTFleetHubException
  • Aws\IoTFleetWise\Exception\IoTFleetWiseException
  • Aws\IoTJobsDataPlane\Exception\IoTJobsDataPlaneException
  • Aws\IoTRoboRunner\Exception\IoTRoboRunnerException
  • Aws\IoTSecureTunneling\Exception\IoTSecureTunnelingException
  • Aws\IoTSiteWise\Exception\IoTSiteWiseException
  • Aws\IoTThingsGraph\Exception\IoTThingsGraphException
  • Aws\IoTTwinMaker\Exception\IoTTwinMakerException
  • Aws\IoTWireless\Exception\IoTWirelessException
  • Aws\IVS\Exception\IVSException
  • Aws\ivschat\Exception\ivschatException
  • Aws\IVSRealTime\Exception\IVSRealTimeException
  • Aws\Kafka\Exception\KafkaException
  • Aws\KafkaConnect\Exception\KafkaConnectException
  • Aws\kendra\Exception\kendraException
  • Aws\KendraRanking\Exception\KendraRankingException
  • Aws\Keyspaces\Exception\KeyspacesException
  • Aws\Kinesis\Exception\KinesisException
  • Aws\KinesisAnalytics\Exception\KinesisAnalyticsException
  • Aws\KinesisAnalyticsV2\Exception\KinesisAnalyticsV2Exception
  • Aws\KinesisVideo\Exception\KinesisVideoException
  • Aws\KinesisVideoArchivedMedia\Exception\KinesisVideoArchivedMediaException
  • Aws\KinesisVideoMedia\Exception\KinesisVideoMediaException
  • Aws\KinesisVideoSignalingChannels\Exception\KinesisVideoSignalingChannelsException
  • Aws\KinesisVideoWebRTCStorage\Exception\KinesisVideoWebRTCStorageException
  • Aws\Kms\Exception\KmsException
  • Aws\LakeFormation\Exception\LakeFormationException
  • Aws\Lambda\Exception\LambdaException
  • Aws\LexModelBuildingService\Exception\LexModelBuildingServiceException
  • Aws\LexModelsV2\Exception\LexModelsV2Exception
  • Aws\LexRuntimeService\Exception\LexRuntimeServiceException
  • Aws\LexRuntimeV2\Exception\LexRuntimeV2Exception
  • Aws\LicenseManager\Exception\LicenseManagerException
  • Aws\LicenseManagerLinuxSubscriptions\Exception\LicenseManagerLinuxSubscriptionsException
  • Aws\LicenseManagerUserSubscriptions\Exception\LicenseManagerUserSubscriptionsException
  • Aws\Lightsail\Exception\LightsailException
  • Aws\LocationService\Exception\LocationServiceException
  • Aws\LookoutEquipment\Exception\LookoutEquipmentException
  • Aws\LookoutforVision\Exception\LookoutforVisionException
  • Aws\LookoutMetrics\Exception\LookoutMetricsException
  • Aws\MachineLearning\Exception\MachineLearningException
  • Aws\Macie2\Exception\Macie2Exception
  • Aws\Macie\Exception\MacieException
  • Aws\MainframeModernization\Exception\MainframeModernizationException
  • Aws\ManagedBlockchain\Exception\ManagedBlockchainException
  • Aws\ManagedGrafana\Exception\ManagedGrafanaException
  • Aws\MarketplaceCatalog\Exception\MarketplaceCatalogException
  • Aws\MarketplaceCommerceAnalytics\Exception\MarketplaceCommerceAnalyticsException
  • Aws\MarketplaceEntitlementService\Exception\MarketplaceEntitlementServiceException
  • Aws\MarketplaceMetering\Exception\MarketplaceMeteringException
  • Aws\MediaConnect\Exception\MediaConnectException
  • Aws\MediaConvert\Exception\MediaConvertException
  • Aws\MediaLive\Exception\MediaLiveException
  • Aws\MediaPackage\Exception\MediaPackageException
  • Aws\MediaPackageVod\Exception\MediaPackageVodException
  • Aws\MediaStore\Exception\MediaStoreException
  • Aws\MediaStoreData\Exception\MediaStoreDataException
  • Aws\MediaTailor\Exception\MediaTailorException
  • Aws\MemoryDB\Exception\MemoryDBException
  • Aws\mgn\Exception\mgnException
  • Aws\MigrationHub\Exception\MigrationHubException
  • Aws\MigrationHubConfig\Exception\MigrationHubConfigException
  • Aws\MigrationHubOrchestrator\Exception\MigrationHubOrchestratorException
  • Aws\MigrationHubRefactorSpaces\Exception\MigrationHubRefactorSpacesException
  • Aws\MigrationHubStrategyRecommendations\Exception\MigrationHubStrategyRecommendationsException
  • Aws\Mobile\Exception\MobileException
  • Aws\MQ\Exception\MQException
  • Aws\MTurk\Exception\MTurkException
  • Aws\MWAA\Exception\MWAAException
  • Aws\Neptune\Exception\NeptuneException
  • Aws\NetworkFirewall\Exception\NetworkFirewallException
  • Aws\NetworkManager\Exception\NetworkManagerException
  • Aws\NimbleStudio\Exception\NimbleStudioException
  • Aws\OAM\Exception\OAMException
  • Aws\Omics\Exception\OmicsException
  • Aws\OpenSearchServerless\Exception\OpenSearchServerlessException
  • Aws\OpenSearchService\Exception\OpenSearchServiceException
  • Aws\OpsWorks\Exception\OpsWorksException
  • Aws\OpsWorksCM\Exception\OpsWorksCMException
  • Aws\Organizations\Exception\OrganizationsException
  • Aws\Outposts\Exception\OutpostsException
  • Aws\Panorama\Exception\PanoramaException
  • Aws\Personalize\Exception\PersonalizeException
  • Aws\PersonalizeEvents\Exception\PersonalizeEventsException
  • Aws\PersonalizeRuntime\Exception\PersonalizeRuntimeException
  • Aws\PI\Exception\PIException
  • Aws\Pinpoint\Exception\PinpointException
  • Aws\PinpointEmail\Exception\PinpointEmailException
  • Aws\PinpointSMSVoice\Exception\PinpointSMSVoiceException
  • Aws\PinpointSMSVoiceV2\Exception\PinpointSMSVoiceV2Exception
  • Aws\Pipes\Exception\PipesException
  • Aws\Polly\Exception\PollyException
  • Aws\Pricing\Exception\PricingException
  • Aws\PrivateNetworks\Exception\PrivateNetworksException
  • Aws\PrometheusService\Exception\PrometheusServiceException
  • Aws\Proton\Exception\ProtonException
  • Aws\QLDB\Exception\QLDBException
  • Aws\QLDBSession\Exception\QLDBSessionException
  • Aws\QuickSight\Exception\QuickSightException
  • Aws\RAM\Exception\RAMException
  • Aws\Rds\Exception\RdsException
  • Aws\RDSDataService\Exception\RDSDataServiceException
  • Aws\RecycleBin\Exception\RecycleBinException
  • Aws\Redshift\Exception\RedshiftException
  • Aws\RedshiftDataAPIService\Exception\RedshiftDataAPIServiceException
  • Aws\RedshiftServerless\Exception\RedshiftServerlessException
  • Aws\Rekognition\Exception\RekognitionException
  • Aws\ResilienceHub\Exception\ResilienceHubException
  • Aws\ResourceExplorer2\Exception\ResourceExplorer2Exception
  • Aws\ResourceGroups\Exception\ResourceGroupsException
  • Aws\ResourceGroupsTaggingAPI\Exception\ResourceGroupsTaggingAPIException
  • Aws\Retry\Exception\ConfigurationException
  • Aws\RoboMaker\Exception\RoboMakerException
  • Aws\RolesAnywhere\Exception\RolesAnywhereException
  • Aws\Route53\Exception\Route53Exception
  • Aws\Route53Domains\Exception\Route53DomainsException
  • Aws\Route53RecoveryCluster\Exception\Route53RecoveryClusterException
  • Aws\Route53RecoveryControlConfig\Exception\Route53RecoveryControlConfigException
  • Aws\Route53RecoveryReadiness\Exception\Route53RecoveryReadinessException
  • Aws\Route53Resolver\Exception\Route53ResolverException
  • Aws\S3\Exception\DeleteMultipleObjectsException
  • Aws\S3\Exception\PermanentRedirectException
  • Aws\S3\Exception\S3Exception
  • Aws\S3\Exception\S3MultipartUploadException
  • Aws\S3\RegionalEndpoint\Exception\ConfigurationException
  • Aws\S3\UseArnRegion\Exception\ConfigurationException
  • Aws\S3Control\Exception\S3ControlException
  • Aws\S3Outposts\Exception\S3OutpostsException
  • Aws\SageMaker\Exception\SageMakerException
  • Aws\SagemakerEdgeManager\Exception\SagemakerEdgeManagerException
  • Aws\SageMakerFeatureStoreRuntime\Exception\SageMakerFeatureStoreRuntimeException
  • Aws\SageMakerGeospatial\Exception\SageMakerGeospatialException
  • Aws\SageMakerMetrics\Exception\SageMakerMetricsException
  • Aws\SageMakerRuntime\Exception\SageMakerRuntimeException
  • Aws\SavingsPlans\Exception\SavingsPlansException
  • Aws\Scheduler\Exception\SchedulerException
  • Aws\Schemas\Exception\SchemasException
  • Aws\SecretsManager\Exception\SecretsManagerException
  • Aws\SecurityHub\Exception\SecurityHubException
  • Aws\SecurityLake\Exception\SecurityLakeException
  • Aws\ServerlessApplicationRepository\Exception\ServerlessApplicationRepositoryException
  • Aws\ServiceCatalog\Exception\ServiceCatalogException
  • Aws\ServiceDiscovery\Exception\ServiceDiscoveryException
  • Aws\ServiceQuotas\Exception\ServiceQuotasException
  • Aws\Ses\Exception\SesException
  • Aws\SesV2\Exception\SesV2Exception
  • Aws\Sfn\Exception\SfnException
  • Aws\Shield\Exception\ShieldException
  • Aws\signer\Exception\signerException
  • Aws\SimSpaceWeaver\Exception\SimSpaceWeaverException
  • Aws\Sms\Exception\SmsException
  • Aws\SnowBall\Exception\SnowBallException
  • Aws\SnowDeviceManagement\Exception\SnowDeviceManagementException
  • Aws\Sns\Exception\InvalidSnsMessageException
  • Aws\Sns\Exception\SnsException
  • Aws\Sqs\Exception\SqsException
  • Aws\Ssm\Exception\SsmException
  • Aws\SSMContacts\Exception\SSMContactsException
  • Aws\SSMIncidents\Exception\SSMIncidentsException
  • Aws\SsmSap\Exception\SsmSapException
  • Aws\SSO\Exception\SSOException
  • Aws\SSOAdmin\Exception\SSOAdminException
  • Aws\SSOOIDC\Exception\SSOOIDCException
  • Aws\StorageGateway\Exception\StorageGatewayException
  • Aws\Sts\Exception\StsException
  • Aws\Sts\RegionalEndpoints\Exception\ConfigurationException
  • Aws\Support\Exception\SupportException
  • Aws\SupportApp\Exception\SupportAppException
  • Aws\Swf\Exception\SwfException
  • Aws\Synthetics\Exception\SyntheticsException
  • Aws\Textract\Exception\TextractException
  • Aws\TimestreamQuery\Exception\TimestreamQueryException
  • Aws\TimestreamWrite\Exception\TimestreamWriteException
  • Aws\Tnb\Exception\TnbException
  • Aws\TranscribeService\Exception\TranscribeServiceException
  • Aws\Transfer\Exception\TransferException
  • Aws\Translate\Exception\TranslateException
  • Aws\VoiceID\Exception\VoiceIDException
  • Aws\VPCLattice\Exception\VPCLatticeException
  • Aws\Waf\Exception\WafException
  • Aws\WafRegional\Exception\WafRegionalException
  • Aws\WAFV2\Exception\WAFV2Exception
  • Aws\WellArchitected\Exception\WellArchitectedException
  • Aws\WorkDocs\Exception\WorkDocsException
  • Aws\WorkLink\Exception\WorkLinkException
  • Aws\WorkMail\Exception\WorkMailException
  • Aws\WorkMailMessageFlow\Exception\WorkMailMessageFlowException
  • Aws\WorkSpaces\Exception\WorkSpacesException
  • Aws\WorkSpacesWeb\Exception\WorkSpacesWebException
  • Aws\XRay\Exception\XRayException

Functions

  • Aws\boolean_value
  • Aws\clear_compiled_json
  • Aws\constantly
  • Aws\default_http_handler
  • Aws\default_user_agent
  • Aws\describe_type
  • Aws\dir_iterator
  • Aws\filter
  • Aws\flatmap
  • Aws\guzzle_major_version
  • Aws\is_fips_pseudo_region
  • Aws\is_valid_epoch
  • Aws\is_valid_hostlabel
  • Aws\is_valid_hostname
  • Aws\load_compiled_json
  • Aws\manifest
  • Aws\map
  • Aws\or_chain
  • Aws\parse_ini_file
  • Aws\partition
  • Aws\recursive_dir_iterator
  • Aws\serialize
  • Aws\strip_fips_pseudo_regions

Amazon Personalize 2018-05-22

Client: Aws\Personalize\PersonalizeClient
Service ID: personalize
Version: 2018-05-22

This page describes the parameters and results for the operations of the Amazon Personalize (2018-05-22), and shows how to use the Aws\Personalize\PersonalizeClient object to call the described operations. This documentation is specific to the 2018-05-22 API version of the service.

Operation Summary

Each of the following operations can be created from a client using $client->getCommand('CommandName'), where "CommandName" is the name of one of the following operations. Note: a command is a value that encapsulates an operation and the parameters used to create an HTTP request.

You can also create and send a command immediately using the magic methods available on a client object: $client->commandName(/* parameters */). You can send the command asynchronously (returning a promise) by appending the word "Async" to the operation name: $client->commandNameAsync(/* parameters */).

  • CreateBatchInferenceJob ( array $params = [] )

    Creates a batch inference job.

  • CreateBatchSegmentJob ( array $params = [] )

    Creates a batch segment job.

  • CreateCampaign ( array $params = [] )

    Creates a campaign that deploys a solution version.

  • CreateDataset ( array $params = [] )

    Creates an empty dataset and adds it to the specified dataset group.

  • CreateDatasetExportJob ( array $params = [] )

    Creates a job that exports data from your dataset to an Amazon S3 bucket.

  • CreateDatasetGroup ( array $params = [] )

    Creates an empty dataset group.

  • CreateDatasetImportJob ( array $params = [] )

    Creates a job that imports training data from your data source (an Amazon S3 bucket) to an Amazon Personalize dataset.

  • CreateEventTracker ( array $params = [] )

    Creates an event tracker that you use when adding event data to a specified dataset group using the PutEvents API.

  • CreateFilter ( array $params = [] )

    Creates a recommendation filter.

  • CreateMetricAttribution ( array $params = [] )

    Creates a metric attribution.

  • CreateRecommender ( array $params = [] )

    Creates a recommender with the recipe (a Domain dataset group use case) you specify.

  • CreateSchema ( array $params = [] )

    Creates an Amazon Personalize schema from the specified schema string.

  • CreateSolution ( array $params = [] )

    Creates the configuration for training a model.

  • CreateSolutionVersion ( array $params = [] )

    Trains or retrains an active solution in a Custom dataset group.

  • DeleteCampaign ( array $params = [] )

    Removes a campaign by deleting the solution deployment.

  • DeleteDataset ( array $params = [] )

    Deletes a dataset.

  • DeleteDatasetGroup ( array $params = [] )

    Deletes a dataset group.

  • DeleteEventTracker ( array $params = [] )

    Deletes the event tracker.

  • DeleteFilter ( array $params = [] )

    Deletes a filter.

  • DeleteMetricAttribution ( array $params = [] )

    Deletes a metric attribution.

  • DeleteRecommender ( array $params = [] )

    Deactivates and removes a recommender.

  • DeleteSchema ( array $params = [] )

    Deletes a schema.

  • DeleteSolution ( array $params = [] )

    Deletes all versions of a solution and the Solution object itself.

  • DescribeAlgorithm ( array $params = [] )

    Describes the given algorithm.

  • DescribeBatchInferenceJob ( array $params = [] )

    Gets the properties of a batch inference job including name, Amazon Resource Name (ARN), status, input and output configurations, and the ARN of the solution version used to generate the recommendations.

  • DescribeBatchSegmentJob ( array $params = [] )

    Gets the properties of a batch segment job including name, Amazon Resource Name (ARN), status, input and output configurations, and the ARN of the solution version used to generate segments.

  • DescribeCampaign ( array $params = [] )

    Describes the given campaign, including its status.

  • DescribeDataset ( array $params = [] )

    Describes the given dataset.

  • DescribeDatasetExportJob ( array $params = [] )

    Describes the dataset export job created by CreateDatasetExportJob, including the export job status.

  • DescribeDatasetGroup ( array $params = [] )

    Describes the given dataset group.

  • DescribeDatasetImportJob ( array $params = [] )

    Describes the dataset import job created by CreateDatasetImportJob, including the import job status.

  • DescribeEventTracker ( array $params = [] )

    Describes an event tracker.

  • DescribeFeatureTransformation ( array $params = [] )

    Describes the given feature transformation.

  • DescribeFilter ( array $params = [] )

    Describes a filter's properties.

  • DescribeMetricAttribution ( array $params = [] )

    Describes a metric attribution.

  • DescribeRecipe ( array $params = [] )

    Describes a recipe.

  • DescribeRecommender ( array $params = [] )

    Describes the given recommender, including its status.

  • DescribeSchema ( array $params = [] )

    Describes a schema.

  • DescribeSolution ( array $params = [] )

    Describes a solution.

  • DescribeSolutionVersion ( array $params = [] )

    Describes a specific version of a solution.

  • GetSolutionMetrics ( array $params = [] )

    Gets the metrics for the specified solution version.

  • ListBatchInferenceJobs ( array $params = [] )

    Gets a list of the batch inference jobs that have been performed off of a solution version.

  • ListBatchSegmentJobs ( array $params = [] )

    Gets a list of the batch segment jobs that have been performed off of a solution version that you specify.

  • ListCampaigns ( array $params = [] )

    Returns a list of campaigns that use the given solution.

  • ListDatasetExportJobs ( array $params = [] )

    Returns a list of dataset export jobs that use the given dataset.

  • ListDatasetGroups ( array $params = [] )

    Returns a list of dataset groups.

  • ListDatasetImportJobs ( array $params = [] )

    Returns a list of dataset import jobs that use the given dataset.

  • ListDatasets ( array $params = [] )

    Returns the list of datasets contained in the given dataset group.

  • ListEventTrackers ( array $params = [] )

    Returns the list of event trackers associated with the account.

  • ListFilters ( array $params = [] )

    Lists all filters that belong to a given dataset group.

  • ListMetricAttributionMetrics ( array $params = [] )

    Lists the metrics for the metric attribution.

  • ListMetricAttributions ( array $params = [] )

    Lists metric attributions.

  • ListRecipes ( array $params = [] )

    Returns a list of available recipes.

  • ListRecommenders ( array $params = [] )

    Returns a list of recommenders in a given Domain dataset group.

  • ListSchemas ( array $params = [] )

    Returns the list of schemas associated with the account.

  • ListSolutionVersions ( array $params = [] )

    Returns a list of solution versions for the given solution.

  • ListSolutions ( array $params = [] )

    Returns a list of solutions that use the given dataset group.

  • ListTagsForResource ( array $params = [] )

    Get a list of tags attached to a resource.

  • StartRecommender ( array $params = [] )

    Starts a recommender that is INACTIVE.

  • StopRecommender ( array $params = [] )

    Stops a recommender that is ACTIVE.

  • StopSolutionVersionCreation ( array $params = [] )

    Stops creating a solution version that is in a state of CREATE_PENDING or CREATE IN_PROGRESS.

  • TagResource ( array $params = [] )

    Add a list of tags to a resource.

  • UntagResource ( array $params = [] )

    Remove tags that are attached to a resource.

  • UpdateCampaign ( array $params = [] )

    Updates a campaign by either deploying a new solution or changing the value of the campaign's minProvisionedTPS parameter.

  • UpdateMetricAttribution ( array $params = [] )

    Updates a metric attribution.

  • UpdateRecommender ( array $params = [] )

    Updates the recommender to modify the recommender configuration.

Paginators

Paginators handle automatically iterating over paginated API results. Paginators are associated with specific API operations, and they accept the parameters that the corresponding API operation accepts. You can get a paginator from a client class using getPaginator($paginatorName, $operationParameters). This client supports the following paginators:

  • ListBatchInferenceJobs
  • ListBatchSegmentJobs
  • ListCampaigns
  • ListDatasetExportJobs
  • ListDatasetGroups
  • ListDatasetImportJobs
  • ListDatasets
  • ListEventTrackers
  • ListFilters
  • ListMetricAttributionMetrics
  • ListMetricAttributions
  • ListRecipes
  • ListRecommenders
  • ListSchemas
  • ListSolutionVersions
  • ListSolutions

Operations

CreateBatchInferenceJob

$result = $client->createBatchInferenceJob([/* ... */]);
$promise = $client->createBatchInferenceJobAsync([/* ... */]);

Creates a batch inference job. The operation can handle up to 50 million records and the input file must be in JSON format. For more information, see Creating a batch inference job.

Parameter Syntax

$result = $client->createBatchInferenceJob([
    'batchInferenceJobConfig' => [
        'itemExplorationConfig' => ['<string>', ...],
    ],
    'filterArn' => '<string>',
    'jobInput' => [ // REQUIRED
        's3DataSource' => [ // REQUIRED
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'jobName' => '<string>', // REQUIRED
    'jobOutput' => [ // REQUIRED
        's3DataDestination' => [ // REQUIRED
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'numResults' => <integer>,
    'roleArn' => '<string>', // REQUIRED
    'solutionVersionArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
batchInferenceJobConfig
  • Type: BatchInferenceJobConfig structure

The configuration details of a batch inference job.

filterArn
  • Type: string

The ARN of the filter to apply to the batch inference job. For more information on using filters, see Filtering batch recommendations.

jobInput
  • Required: Yes
  • Type: BatchInferenceJobInput structure

The Amazon S3 path that leads to the input file to base your recommendations on. The input material must be in JSON format.

jobName
  • Required: Yes
  • Type: string

The name of the batch inference job to create.

jobOutput
  • Required: Yes
  • Type: BatchInferenceJobOutput structure

The path to the Amazon S3 bucket where the job's output will be stored.

numResults
  • Type: int

The number of recommendations to retrieve.

roleArn
  • Required: Yes
  • Type: string

The ARN of the Amazon Identity and Access Management role that has permissions to read and write to your input and output Amazon S3 buckets respectively.

solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version that will be used to generate the batch inference recommendations.

tags
  • Type: Array of Tag structures

A list of tags to apply to the batch inference job.

Result Syntax

[
    'batchInferenceJobArn' => '<string>',
]

Result Details

Members
batchInferenceJobArn
  • Type: string

The ARN of the batch inference job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateBatchSegmentJob

$result = $client->createBatchSegmentJob([/* ... */]);
$promise = $client->createBatchSegmentJobAsync([/* ... */]);

Creates a batch segment job. The operation can handle up to 50 million records and the input file must be in JSON format. For more information, see Getting batch recommendations and user segments.

Parameter Syntax

$result = $client->createBatchSegmentJob([
    'filterArn' => '<string>',
    'jobInput' => [ // REQUIRED
        's3DataSource' => [ // REQUIRED
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'jobName' => '<string>', // REQUIRED
    'jobOutput' => [ // REQUIRED
        's3DataDestination' => [ // REQUIRED
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'numResults' => <integer>,
    'roleArn' => '<string>', // REQUIRED
    'solutionVersionArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
filterArn
  • Type: string

The ARN of the filter to apply to the batch segment job. For more information on using filters, see Filtering batch recommendations.

jobInput
  • Required: Yes
  • Type: BatchSegmentJobInput structure

The Amazon S3 path for the input data used to generate the batch segment job.

jobName
  • Required: Yes
  • Type: string

The name of the batch segment job to create.

jobOutput
  • Required: Yes
  • Type: BatchSegmentJobOutput structure

The Amazon S3 path for the bucket where the job's output will be stored.

numResults
  • Type: int

The number of predicted users generated by the batch segment job for each line of input data.

roleArn
  • Required: Yes
  • Type: string

The ARN of the Amazon Identity and Access Management role that has permissions to read and write to your input and output Amazon S3 buckets respectively.

solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version you want the batch segment job to use to generate batch segments.

tags
  • Type: Array of Tag structures

A list of tags to apply to the batch segment job.

Result Syntax

[
    'batchSegmentJobArn' => '<string>',
]

Result Details

Members
batchSegmentJobArn
  • Type: string

The ARN of the batch segment job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateCampaign

$result = $client->createCampaign([/* ... */]);
$promise = $client->createCampaignAsync([/* ... */]);

Creates a campaign that deploys a solution version. When a client calls the GetRecommendations and GetPersonalizedRanking APIs, a campaign is specified in the request.

Minimum Provisioned TPS and Auto-Scaling

A transaction is a single GetRecommendations or GetPersonalizedRanking call. Transactions per second (TPS) is the throughput and unit of billing for Amazon Personalize. The minimum provisioned TPS (minProvisionedTPS) specifies the baseline throughput provisioned by Amazon Personalize, and thus, the minimum billing charge.

If your TPS increases beyond minProvisionedTPS, Amazon Personalize auto-scales the provisioned capacity up and down, but never below minProvisionedTPS. There's a short time delay while the capacity is increased that might cause loss of transactions.

The actual TPS used is calculated as the average requests/second within a 5-minute window. You pay for maximum of either the minimum provisioned TPS or the actual TPS. We recommend starting with a low minProvisionedTPS, track your usage using Amazon CloudWatch metrics, and then increase the minProvisionedTPS as necessary.

Status

A campaign can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

To get the campaign status, call DescribeCampaign.

Wait until the status of the campaign is ACTIVE before asking the campaign for recommendations.

Related APIs

  • ListCampaigns

  • DescribeCampaign

  • UpdateCampaign

  • DeleteCampaign

Parameter Syntax

$result = $client->createCampaign([
    'campaignConfig' => [
        'itemExplorationConfig' => ['<string>', ...],
    ],
    'minProvisionedTPS' => <integer>,
    'name' => '<string>', // REQUIRED
    'solutionVersionArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
campaignConfig
  • Type: CampaignConfig structure

The configuration details of a campaign.

minProvisionedTPS
  • Type: int

Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.

name
  • Required: Yes
  • Type: string

A name for the new campaign. The campaign name must be unique within your account.

solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version to deploy.

tags
  • Type: Array of Tag structures

A list of tags to apply to the campaign.

Result Syntax

[
    'campaignArn' => '<string>',
]

Result Details

Members
campaignArn
  • Type: string

The Amazon Resource Name (ARN) of the campaign.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateDataset

$result = $client->createDataset([/* ... */]);
$promise = $client->createDatasetAsync([/* ... */]);

Creates an empty dataset and adds it to the specified dataset group. Use CreateDatasetImportJob to import your training data to a dataset.

There are three types of datasets:

  • Interactions

  • Items

  • Users

Each dataset type has an associated schema with required field types. Only the Interactions dataset is required in order to train a model (also referred to as creating a solution).

A dataset can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

To get the status of the dataset, call DescribeDataset.

Related APIs

  • CreateDatasetGroup

  • ListDatasets

  • DescribeDataset

  • DeleteDataset

Parameter Syntax

$result = $client->createDataset([
    'datasetGroupArn' => '<string>', // REQUIRED
    'datasetType' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'schemaArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset group to add the dataset to.

datasetType
  • Required: Yes
  • Type: string

The type of dataset.

One of the following (case insensitive) values:

  • Interactions

  • Items

  • Users

name
  • Required: Yes
  • Type: string

The name for the dataset.

schemaArn
  • Required: Yes
  • Type: string

The ARN of the schema to associate with the dataset. The schema defines the dataset fields.

tags
  • Type: Array of Tag structures

A list of tags to apply to the dataset.

Result Syntax

[
    'datasetArn' => '<string>',
]

Result Details

Members
datasetArn
  • Type: string

The ARN of the dataset.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateDatasetExportJob

$result = $client->createDatasetExportJob([/* ... */]);
$promise = $client->createDatasetExportJobAsync([/* ... */]);

Creates a job that exports data from your dataset to an Amazon S3 bucket. To allow Amazon Personalize to export the training data, you must specify an service-linked IAM role that gives Amazon Personalize PutObject permissions for your Amazon S3 bucket. For information, see Exporting a dataset in the Amazon Personalize developer guide.

Status

A dataset export job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

To get the status of the export job, call DescribeDatasetExportJob, and specify the Amazon Resource Name (ARN) of the dataset export job. The dataset export is complete when the status shows as ACTIVE. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

Parameter Syntax

$result = $client->createDatasetExportJob([
    'datasetArn' => '<string>', // REQUIRED
    'ingestionMode' => 'BULK|PUT|ALL',
    'jobName' => '<string>', // REQUIRED
    'jobOutput' => [ // REQUIRED
        's3DataDestination' => [ // REQUIRED
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'roleArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset that contains the data to export.

ingestionMode
  • Type: string

The data to export, based on how you imported the data. You can choose to export only BULK data that you imported using a dataset import job, only PUT data that you imported incrementally (using the console, PutEvents, PutUsers and PutItems operations), or ALL for both types. The default value is PUT.

jobName
  • Required: Yes
  • Type: string

The name for the dataset export job.

jobOutput
  • Required: Yes
  • Type: DatasetExportJobOutput structure

The path to the Amazon S3 bucket where the job's output is stored.

roleArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket.

tags
  • Type: Array of Tag structures

A list of tags to apply to the dataset export job.

Result Syntax

[
    'datasetExportJobArn' => '<string>',
]

Result Details

Members
datasetExportJobArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset export job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateDatasetGroup

$result = $client->createDatasetGroup([/* ... */]);
$promise = $client->createDatasetGroupAsync([/* ... */]);

Creates an empty dataset group. A dataset group is a container for Amazon Personalize resources. A dataset group can contain at most three datasets, one for each type of dataset:

  • Interactions

  • Items

  • Users

A dataset group can be a Domain dataset group, where you specify a domain and use pre-configured resources like recommenders, or a Custom dataset group, where you use custom resources, such as a solution with a solution version, that you deploy with a campaign. If you start with a Domain dataset group, you can still add custom resources such as solutions and solution versions trained with recipes for custom use cases and deployed with campaigns.

A dataset group can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING

To get the status of the dataset group, call DescribeDatasetGroup. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the creation failed.

You must wait until the status of the dataset group is ACTIVE before adding a dataset to the group.

You can specify an Key Management Service (KMS) key to encrypt the datasets in the group. If you specify a KMS key, you must also include an Identity and Access Management (IAM) role that has permission to access the key.

APIs that require a dataset group ARN in the request

  • CreateDataset

  • CreateEventTracker

  • CreateSolution

Related APIs

  • ListDatasetGroups

  • DescribeDatasetGroup

  • DeleteDatasetGroup

Parameter Syntax

$result = $client->createDatasetGroup([
    'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
    'kmsKeyArn' => '<string>',
    'name' => '<string>', // REQUIRED
    'roleArn' => '<string>',
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
domain
  • Type: string

The domain of the dataset group. Specify a domain to create a Domain dataset group. The domain you specify determines the default schemas for datasets and the use cases available for recommenders. If you don't specify a domain, you create a Custom dataset group with solution versions that you deploy with a campaign.

kmsKeyArn
  • Type: string

The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to encrypt the datasets.

name
  • Required: Yes
  • Type: string

The name for the new dataset group.

roleArn
  • Type: string

The ARN of the Identity and Access Management (IAM) role that has permissions to access the Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.

tags
  • Type: Array of Tag structures

A list of tags to apply to the dataset group.

Result Syntax

[
    'datasetGroupArn' => '<string>',
    'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
]

Result Details

Members
datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the new dataset group.

domain
  • Type: string

The domain for the new Domain dataset group.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateDatasetImportJob

$result = $client->createDatasetImportJob([/* ... */]);
$promise = $client->createDatasetImportJobAsync([/* ... */]);

Creates a job that imports training data from your data source (an Amazon S3 bucket) to an Amazon Personalize dataset. To allow Amazon Personalize to import the training data, you must specify an IAM service role that has permission to read from the data source, as Amazon Personalize makes a copy of your data and processes it internally. For information on granting access to your Amazon S3 bucket, see Giving Amazon Personalize Access to Amazon S3 Resources.

By default, a dataset import job replaces any existing data in the dataset that you imported in bulk. To add new records without replacing existing data, specify INCREMENTAL for the import mode in the CreateDatasetImportJob operation.

Status

A dataset import job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

To get the status of the import job, call DescribeDatasetImportJob, providing the Amazon Resource Name (ARN) of the dataset import job. The dataset import is complete when the status shows as ACTIVE. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

Importing takes time. You must wait until the status shows as ACTIVE before training a model using the dataset.

Related APIs

  • ListDatasetImportJobs

  • DescribeDatasetImportJob

Parameter Syntax

$result = $client->createDatasetImportJob([
    'dataSource' => [ // REQUIRED
        'dataLocation' => '<string>',
    ],
    'datasetArn' => '<string>', // REQUIRED
    'importMode' => 'FULL|INCREMENTAL',
    'jobName' => '<string>', // REQUIRED
    'publishAttributionMetricsToS3' => true || false,
    'roleArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
dataSource
  • Required: Yes
  • Type: DataSource structure

The Amazon S3 bucket that contains the training data to import.

datasetArn
  • Required: Yes
  • Type: string

The ARN of the dataset that receives the imported data.

importMode
  • Type: string

Specify how to add the new records to an existing dataset. The default import mode is FULL. If you haven't imported bulk records into the dataset previously, you can only specify FULL.

  • Specify FULL to overwrite all existing bulk data in your dataset. Data you imported individually is not replaced.

  • Specify INCREMENTAL to append the new records to the existing data in your dataset. Amazon Personalize replaces any record with the same ID with the new one.

jobName
  • Required: Yes
  • Type: string

The name for the dataset import job.

publishAttributionMetricsToS3
  • Type: boolean

If you created a metric attribution, specify whether to publish metrics for this import job to Amazon S3

roleArn
  • Required: Yes
  • Type: string

The ARN of the IAM role that has permissions to read from the Amazon S3 data source.

tags
  • Type: Array of Tag structures

A list of tags to apply to the dataset import job.

Result Syntax

[
    'datasetImportJobArn' => '<string>',
]

Result Details

Members
datasetImportJobArn
  • Type: string

The ARN of the dataset import job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateEventTracker

$result = $client->createEventTracker([/* ... */]);
$promise = $client->createEventTrackerAsync([/* ... */]);

Creates an event tracker that you use when adding event data to a specified dataset group using the PutEvents API.

Only one event tracker can be associated with a dataset group. You will get an error if you call CreateEventTracker using the same dataset group as an existing event tracker.

When you create an event tracker, the response includes a tracking ID, which you pass as a parameter when you use the PutEvents operation. Amazon Personalize then appends the event data to the Interactions dataset of the dataset group you specify in your event tracker.

The event tracker can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

To get the status of the event tracker, call DescribeEventTracker.

The event tracker must be in the ACTIVE state before using the tracking ID.

Related APIs

  • ListEventTrackers

  • DescribeEventTracker

  • DeleteEventTracker

Parameter Syntax

$result = $client->createEventTracker([
    'datasetGroupArn' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset group that receives the event data.

name
  • Required: Yes
  • Type: string

The name for the event tracker.

tags
  • Type: Array of Tag structures

A list of tags to apply to the event tracker.

Result Syntax

[
    'eventTrackerArn' => '<string>',
    'trackingId' => '<string>',
]

Result Details

Members
eventTrackerArn
  • Type: string

The ARN of the event tracker.

trackingId
  • Type: string

The ID of the event tracker. Include this ID in requests to the PutEvents API.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateFilter

$result = $client->createFilter([/* ... */]);
$promise = $client->createFilterAsync([/* ... */]);

Creates a recommendation filter. For more information, see Filtering recommendations and user segments.

Parameter Syntax

$result = $client->createFilter([
    'datasetGroupArn' => '<string>', // REQUIRED
    'filterExpression' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The ARN of the dataset group that the filter will belong to.

filterExpression
  • Required: Yes
  • Type: string

The filter expression defines which items are included or excluded from recommendations. Filter expression must follow specific format rules. For information about filter expression structure and syntax, see Filter expressions.

name
  • Required: Yes
  • Type: string

The name of the filter to create.

tags
  • Type: Array of Tag structures

A list of tags to apply to the filter.

Result Syntax

[
    'filterArn' => '<string>',
]

Result Details

Members
filterArn
  • Type: string

The ARN of the new filter.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateMetricAttribution

$result = $client->createMetricAttribution([/* ... */]);
$promise = $client->createMetricAttributionAsync([/* ... */]);

Creates a metric attribution. A metric attribution creates reports on the data that you import into Amazon Personalize. Depending on how you imported the data, you can view reports in Amazon CloudWatch or Amazon S3. For more information, see Measuring impact of recommendations.

Parameter Syntax

$result = $client->createMetricAttribution([
    'datasetGroupArn' => '<string>', // REQUIRED
    'metrics' => [ // REQUIRED
        [
            'eventType' => '<string>', // REQUIRED
            'expression' => '<string>', // REQUIRED
            'metricName' => '<string>', // REQUIRED
        ],
        // ...
    ],
    'metricsOutputConfig' => [ // REQUIRED
        'roleArn' => '<string>', // REQUIRED
        's3DataDestination' => [
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'name' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the destination dataset group for the metric attribution.

metrics
  • Required: Yes
  • Type: Array of MetricAttribute structures

A list of metric attributes for the metric attribution. Each metric attribute specifies an event type to track and a function. Available functions are SUM() or SAMPLECOUNT(). For SUM() functions, provide the dataset type (either Interactions or Items) and column to sum as a parameter. For example SUM(Items.PRICE).

metricsOutputConfig
  • Required: Yes
  • Type: MetricAttributionOutput structure

The output configuration details for the metric attribution.

name
  • Required: Yes
  • Type: string

A name for the metric attribution.

Result Syntax

[
    'metricAttributionArn' => '<string>',
]

Result Details

Members
metricAttributionArn
  • Type: string

The Amazon Resource Name (ARN) for the new metric attribution.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • ResourceInUseException:

    The specified resource is in use.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

CreateRecommender

$result = $client->createRecommender([/* ... */]);
$promise = $client->createRecommenderAsync([/* ... */]);

Creates a recommender with the recipe (a Domain dataset group use case) you specify. You create recommenders for a Domain dataset group and specify the recommender's Amazon Resource Name (ARN) when you make a GetRecommendations request.

Minimum recommendation requests per second

When you create a recommender, you can configure the recommender's minimum recommendation requests per second. The minimum recommendation requests per second (minRecommendationRequestsPerSecond) specifies the baseline recommendation request throughput provisioned by Amazon Personalize. The default minRecommendationRequestsPerSecond is 1. A recommendation request is a single GetRecommendations operation. Request throughput is measured in requests per second and Amazon Personalize uses your requests per second to derive your requests per hour and the price of your recommender usage.

If your requests per second increases beyond minRecommendationRequestsPerSecond, Amazon Personalize auto-scales the provisioned capacity up and down, but never below minRecommendationRequestsPerSecond. There's a short time delay while the capacity is increased that might cause loss of requests.

Your bill is the greater of either the minimum requests per hour (based on minRecommendationRequestsPerSecond) or the actual number of requests. The actual request throughput used is calculated as the average requests/second within a one-hour window. We recommend starting with the default minRecommendationRequestsPerSecond, track your usage using Amazon CloudWatch metrics, and then increase the minRecommendationRequestsPerSecond as necessary.

Status

A recommender can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE

  • DELETE PENDING > DELETE IN_PROGRESS

To get the recommender status, call DescribeRecommender.

Wait until the status of the recommender is ACTIVE before asking the recommender for recommendations.

Related APIs

  • ListRecommenders

  • DescribeRecommender

  • UpdateRecommender

  • DeleteRecommender

Parameter Syntax

$result = $client->createRecommender([
    'datasetGroupArn' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'recipeArn' => '<string>', // REQUIRED
    'recommenderConfig' => [
        'itemExplorationConfig' => ['<string>', ...],
        'minRecommendationRequestsPerSecond' => <integer>,
    ],
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the destination domain dataset group for the recommender.

name
  • Required: Yes
  • Type: string

The name of the recommender.

recipeArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recipe that the recommender will use. For a recommender, a recipe is a Domain dataset group use case. Only Domain dataset group use cases can be used to create a recommender. For information about use cases see Choosing recommender use cases.

recommenderConfig
  • Type: RecommenderConfig structure

The configuration details of the recommender.

tags
  • Type: Array of Tag structures

A list of tags to apply to the recommender.

Result Syntax

[
    'recommenderArn' => '<string>',
]

Result Details

Members
recommenderArn
  • Type: string

The Amazon Resource Name (ARN) of the recommender.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateSchema

$result = $client->createSchema([/* ... */]);
$promise = $client->createSchemaAsync([/* ... */]);

Creates an Amazon Personalize schema from the specified schema string. The schema you create must be in Avro JSON format.

Amazon Personalize recognizes three schema variants. Each schema is associated with a dataset type and has a set of required field and keywords. If you are creating a schema for a dataset in a Domain dataset group, you provide the domain of the Domain dataset group. You specify a schema when you call CreateDataset.

Related APIs

  • ListSchemas

  • DescribeSchema

  • DeleteSchema

Parameter Syntax

$result = $client->createSchema([
    'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
    'name' => '<string>', // REQUIRED
    'schema' => '<string>', // REQUIRED
]);

Parameter Details

Members
domain
  • Type: string

The domain for the schema. If you are creating a schema for a dataset in a Domain dataset group, specify the domain you chose when you created the Domain dataset group.

name
  • Required: Yes
  • Type: string

The name for the schema.

schema
  • Required: Yes
  • Type: string

A schema in Avro JSON format.

Result Syntax

[
    'schemaArn' => '<string>',
]

Result Details

Members
schemaArn
  • Type: string

The Amazon Resource Name (ARN) of the created schema.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

CreateSolution

$result = $client->createSolution([/* ... */]);
$promise = $client->createSolutionAsync([/* ... */]);

Creates the configuration for training a model. A trained model is known as a solution. After the configuration is created, you train the model (create a solution) by calling the CreateSolutionVersion operation. Every time you call CreateSolutionVersion, a new version of the solution is created.

After creating a solution version, you check its accuracy by calling GetSolutionMetrics. When you are satisfied with the version, you deploy it using CreateCampaign. The campaign provides recommendations to a client through the GetRecommendations API.

To train a model, Amazon Personalize requires training data and a recipe. The training data comes from the dataset group that you provide in the request. A recipe specifies the training algorithm and a feature transformation. You can specify one of the predefined recipes provided by Amazon Personalize. Alternatively, you can specify performAutoML and Amazon Personalize will analyze your data and select the optimum USER_PERSONALIZATION recipe for you.

Amazon Personalize doesn't support configuring the hpoObjective for solution hyperparameter optimization at this time.

Status

A solution can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

To get the status of the solution, call DescribeSolution. Wait until the status shows as ACTIVE before calling CreateSolutionVersion.

Related APIs

  • ListSolutions

  • CreateSolutionVersion

  • DescribeSolution

  • DeleteSolution

  • ListSolutionVersions

  • DescribeSolutionVersion

Parameter Syntax

$result = $client->createSolution([
    'datasetGroupArn' => '<string>', // REQUIRED
    'eventType' => '<string>',
    'name' => '<string>', // REQUIRED
    'performAutoML' => true || false,
    'performHPO' => true || false,
    'recipeArn' => '<string>',
    'solutionConfig' => [
        'algorithmHyperParameters' => ['<string>', ...],
        'autoMLConfig' => [
            'metricName' => '<string>',
            'recipeList' => ['<string>', ...],
        ],
        'eventValueThreshold' => '<string>',
        'featureTransformationParameters' => ['<string>', ...],
        'hpoConfig' => [
            'algorithmHyperParameterRanges' => [
                'categoricalHyperParameterRanges' => [
                    [
                        'name' => '<string>',
                        'values' => ['<string>', ...],
                    ],
                    // ...
                ],
                'continuousHyperParameterRanges' => [
                    [
                        'maxValue' => <float>,
                        'minValue' => <float>,
                        'name' => '<string>',
                    ],
                    // ...
                ],
                'integerHyperParameterRanges' => [
                    [
                        'maxValue' => <integer>,
                        'minValue' => <integer>,
                        'name' => '<string>',
                    ],
                    // ...
                ],
            ],
            'hpoObjective' => [
                'metricName' => '<string>',
                'metricRegex' => '<string>',
                'type' => '<string>',
            ],
            'hpoResourceConfig' => [
                'maxNumberOfTrainingJobs' => '<string>',
                'maxParallelTrainingJobs' => '<string>',
            ],
        ],
        'optimizationObjective' => [
            'itemAttribute' => '<string>',
            'objectiveSensitivity' => 'LOW|MEDIUM|HIGH|OFF',
        ],
    ],
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset group that provides the training data.

eventType
  • Type: string

When your have multiple event types (using an EVENT_TYPE schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.

If you do not provide an eventType, Amazon Personalize will use all interactions for training with equal weight regardless of type.

name
  • Required: Yes
  • Type: string

The name for the solution.

performAutoML
  • Type: boolean

Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.

When set to true, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omit recipeArn. Amazon Personalize determines the optimal recipe by running tests with different values for the hyperparameters. AutoML lengthens the training process as compared to selecting a specific recipe.

performHPO
  • Type: boolean

Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe. The default is false.

When performing AutoML, this parameter is always true and you should not set it to false.

recipeArn
  • Type: string

The ARN of the recipe to use for model training. Only specified when performAutoML is false.

solutionConfig
  • Type: SolutionConfig structure

The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

tags
  • Type: Array of Tag structures

A list of tags to apply to the solution.

Result Syntax

[
    'solutionArn' => '<string>',
]

Result Details

Members
solutionArn
  • Type: string

The ARN of the solution.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

CreateSolutionVersion

$result = $client->createSolutionVersion([/* ... */]);
$promise = $client->createSolutionVersionAsync([/* ... */]);

Trains or retrains an active solution in a Custom dataset group. A solution is created using the CreateSolution operation and must be in the ACTIVE state before calling CreateSolutionVersion. A new version of the solution is created every time you call this operation.

Status

A solution version can be in one of the following states:

  • CREATE PENDING

  • CREATE IN_PROGRESS

  • ACTIVE

  • CREATE FAILED

  • CREATE STOPPING

  • CREATE STOPPED

To get the status of the version, call DescribeSolutionVersion. Wait until the status shows as ACTIVE before calling CreateCampaign.

If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the job failed.

Related APIs

  • ListSolutionVersions

  • DescribeSolutionVersion

  • ListSolutions

  • CreateSolution

  • DescribeSolution

  • DeleteSolution

Parameter Syntax

$result = $client->createSolutionVersion([
    'name' => '<string>',
    'solutionArn' => '<string>', // REQUIRED
    'tags' => [
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
    'trainingMode' => 'FULL|UPDATE',
]);

Parameter Details

Members
name
  • Type: string

The name of the solution version.

solutionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution containing the training configuration information.

tags
  • Type: Array of Tag structures

A list of tags to apply to the solution version.

trainingMode
  • Type: string

The scope of training to be performed when creating the solution version. The FULL option trains the solution version based on the entirety of the input solution's training data, while the UPDATE option processes only the data that has changed in comparison to the input solution. Choose UPDATE when you want to incrementally update your solution version instead of creating an entirely new one.

The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.

Result Syntax

[
    'solutionVersionArn' => '<string>',
]

Result Details

Members
solutionVersionArn
  • Type: string

The ARN of the new solution version.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

  • ResourceInUseException:

    The specified resource is in use.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

DeleteCampaign

$result = $client->deleteCampaign([/* ... */]);
$promise = $client->deleteCampaignAsync([/* ... */]);

Removes a campaign by deleting the solution deployment. The solution that the campaign is based on is not deleted and can be redeployed when needed. A deleted campaign can no longer be specified in a GetRecommendations request. For information on creating campaigns, see CreateCampaign.

Parameter Syntax

$result = $client->deleteCampaign([
    'campaignArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
campaignArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the campaign to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteDataset

$result = $client->deleteDataset([/* ... */]);
$promise = $client->deleteDatasetAsync([/* ... */]);

Deletes a dataset. You can't delete a dataset if an associated DatasetImportJob or SolutionVersion is in the CREATE PENDING or IN PROGRESS state. For more information on datasets, see CreateDataset.

Parameter Syntax

$result = $client->deleteDataset([
    'datasetArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteDatasetGroup

$result = $client->deleteDatasetGroup([/* ... */]);
$promise = $client->deleteDatasetGroupAsync([/* ... */]);

Deletes a dataset group. Before you delete a dataset group, you must delete the following:

  • All associated event trackers.

  • All associated solutions.

  • All datasets in the dataset group.

Parameter Syntax

$result = $client->deleteDatasetGroup([
    'datasetGroupArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The ARN of the dataset group to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteEventTracker

$result = $client->deleteEventTracker([/* ... */]);
$promise = $client->deleteEventTrackerAsync([/* ... */]);

Deletes the event tracker. Does not delete the event-interactions dataset from the associated dataset group. For more information on event trackers, see CreateEventTracker.

Parameter Syntax

$result = $client->deleteEventTracker([
    'eventTrackerArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
eventTrackerArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the event tracker to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteFilter

$result = $client->deleteFilter([/* ... */]);
$promise = $client->deleteFilterAsync([/* ... */]);

Deletes a filter.

Parameter Syntax

$result = $client->deleteFilter([
    'filterArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
filterArn
  • Required: Yes
  • Type: string

The ARN of the filter to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteMetricAttribution

$result = $client->deleteMetricAttribution([/* ... */]);
$promise = $client->deleteMetricAttributionAsync([/* ... */]);

Deletes a metric attribution.

Parameter Syntax

$result = $client->deleteMetricAttribution([
    'metricAttributionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
metricAttributionArn
  • Required: Yes
  • Type: string

The metric attribution's Amazon Resource Name (ARN).

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteRecommender

$result = $client->deleteRecommender([/* ... */]);
$promise = $client->deleteRecommenderAsync([/* ... */]);

Deactivates and removes a recommender. A deleted recommender can no longer be specified in a GetRecommendations request.

Parameter Syntax

$result = $client->deleteRecommender([
    'recommenderArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
recommenderArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recommender to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteSchema

$result = $client->deleteSchema([/* ... */]);
$promise = $client->deleteSchemaAsync([/* ... */]);

Deletes a schema. Before deleting a schema, you must delete all datasets referencing the schema. For more information on schemas, see CreateSchema.

Parameter Syntax

$result = $client->deleteSchema([
    'schemaArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
schemaArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the schema to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DeleteSolution

$result = $client->deleteSolution([/* ... */]);
$promise = $client->deleteSolutionAsync([/* ... */]);

Deletes all versions of a solution and the Solution object itself. Before deleting a solution, you must delete all campaigns based on the solution. To determine what campaigns are using the solution, call ListCampaigns and supply the Amazon Resource Name (ARN) of the solution. You can't delete a solution if an associated SolutionVersion is in the CREATE PENDING or IN PROGRESS state. For more information on solutions, see CreateSolution.

Parameter Syntax

$result = $client->deleteSolution([
    'solutionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
solutionArn
  • Required: Yes
  • Type: string

The ARN of the solution to delete.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

DescribeAlgorithm

$result = $client->describeAlgorithm([/* ... */]);
$promise = $client->describeAlgorithmAsync([/* ... */]);

Describes the given algorithm.

Parameter Syntax

$result = $client->describeAlgorithm([
    'algorithmArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
algorithmArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the algorithm to describe.

Result Syntax

[
    'algorithm' => [
        'algorithmArn' => '<string>',
        'algorithmImage' => [
            'dockerURI' => '<string>',
            'name' => '<string>',
        ],
        'creationDateTime' => <DateTime>,
        'defaultHyperParameterRanges' => [
            'categoricalHyperParameterRanges' => [
                [
                    'isTunable' => true || false,
                    'name' => '<string>',
                    'values' => ['<string>', ...],
                ],
                // ...
            ],
            'continuousHyperParameterRanges' => [
                [
                    'isTunable' => true || false,
                    'maxValue' => <float>,
                    'minValue' => <float>,
                    'name' => '<string>',
                ],
                // ...
            ],
            'integerHyperParameterRanges' => [
                [
                    'isTunable' => true || false,
                    'maxValue' => <integer>,
                    'minValue' => <integer>,
                    'name' => '<string>',
                ],
                // ...
            ],
        ],
        'defaultHyperParameters' => ['<string>', ...],
        'defaultResourceConfig' => ['<string>', ...],
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'roleArn' => '<string>',
        'trainingInputMode' => '<string>',
    ],
]

Result Details

Members
algorithm
  • Type: Algorithm structure

A listing of the properties of the algorithm.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeBatchInferenceJob

$result = $client->describeBatchInferenceJob([/* ... */]);
$promise = $client->describeBatchInferenceJobAsync([/* ... */]);

Gets the properties of a batch inference job including name, Amazon Resource Name (ARN), status, input and output configurations, and the ARN of the solution version used to generate the recommendations.

Parameter Syntax

$result = $client->describeBatchInferenceJob([
    'batchInferenceJobArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
batchInferenceJobArn
  • Required: Yes
  • Type: string

The ARN of the batch inference job to describe.

Result Syntax

[
    'batchInferenceJob' => [
        'batchInferenceJobArn' => '<string>',
        'batchInferenceJobConfig' => [
            'itemExplorationConfig' => ['<string>', ...],
        ],
        'creationDateTime' => <DateTime>,
        'failureReason' => '<string>',
        'filterArn' => '<string>',
        'jobInput' => [
            's3DataSource' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'jobName' => '<string>',
        'jobOutput' => [
            's3DataDestination' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'lastUpdatedDateTime' => <DateTime>,
        'numResults' => <integer>,
        'roleArn' => '<string>',
        'solutionVersionArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
batchInferenceJob
  • Type: BatchInferenceJob structure

Information on the specified batch inference job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeBatchSegmentJob

$result = $client->describeBatchSegmentJob([/* ... */]);
$promise = $client->describeBatchSegmentJobAsync([/* ... */]);

Gets the properties of a batch segment job including name, Amazon Resource Name (ARN), status, input and output configurations, and the ARN of the solution version used to generate segments.

Parameter Syntax

$result = $client->describeBatchSegmentJob([
    'batchSegmentJobArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
batchSegmentJobArn
  • Required: Yes
  • Type: string

The ARN of the batch segment job to describe.

Result Syntax

[
    'batchSegmentJob' => [
        'batchSegmentJobArn' => '<string>',
        'creationDateTime' => <DateTime>,
        'failureReason' => '<string>',
        'filterArn' => '<string>',
        'jobInput' => [
            's3DataSource' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'jobName' => '<string>',
        'jobOutput' => [
            's3DataDestination' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'lastUpdatedDateTime' => <DateTime>,
        'numResults' => <integer>,
        'roleArn' => '<string>',
        'solutionVersionArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
batchSegmentJob
  • Type: BatchSegmentJob structure

Information on the specified batch segment job.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeCampaign

$result = $client->describeCampaign([/* ... */]);
$promise = $client->describeCampaignAsync([/* ... */]);

Describes the given campaign, including its status.

A campaign can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

When the status is CREATE FAILED, the response includes the failureReason key, which describes why.

For more information on campaigns, see CreateCampaign.

Parameter Syntax

$result = $client->describeCampaign([
    'campaignArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
campaignArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the campaign.

Result Syntax

[
    'campaign' => [
        'campaignArn' => '<string>',
        'campaignConfig' => [
            'itemExplorationConfig' => ['<string>', ...],
        ],
        'creationDateTime' => <DateTime>,
        'failureReason' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'latestCampaignUpdate' => [
            'campaignConfig' => [
                'itemExplorationConfig' => ['<string>', ...],
            ],
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'minProvisionedTPS' => <integer>,
            'solutionVersionArn' => '<string>',
            'status' => '<string>',
        ],
        'minProvisionedTPS' => <integer>,
        'name' => '<string>',
        'solutionVersionArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
campaign
  • Type: Campaign structure

The properties of the campaign.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeDataset

$result = $client->describeDataset([/* ... */]);
$promise = $client->describeDatasetAsync([/* ... */]);

Describes the given dataset. For more information on datasets, see CreateDataset.

Parameter Syntax

$result = $client->describeDataset([
    'datasetArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset to describe.

Result Syntax

[
    'dataset' => [
        'creationDateTime' => <DateTime>,
        'datasetArn' => '<string>',
        'datasetGroupArn' => '<string>',
        'datasetType' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'schemaArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
dataset
  • Type: Dataset structure

A listing of the dataset's properties.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeDatasetExportJob

$result = $client->describeDatasetExportJob([/* ... */]);
$promise = $client->describeDatasetExportJobAsync([/* ... */]);

Describes the dataset export job created by CreateDatasetExportJob, including the export job status.

Parameter Syntax

$result = $client->describeDatasetExportJob([
    'datasetExportJobArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetExportJobArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset export job to describe.

Result Syntax

[
    'datasetExportJob' => [
        'creationDateTime' => <DateTime>,
        'datasetArn' => '<string>',
        'datasetExportJobArn' => '<string>',
        'failureReason' => '<string>',
        'ingestionMode' => 'BULK|PUT|ALL',
        'jobName' => '<string>',
        'jobOutput' => [
            's3DataDestination' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'lastUpdatedDateTime' => <DateTime>,
        'roleArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
datasetExportJob
  • Type: DatasetExportJob structure

Information about the dataset export job, including the status.

The status is one of the following values:

  • CREATE PENDING

  • CREATE IN_PROGRESS

  • ACTIVE

  • CREATE FAILED

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeDatasetGroup

$result = $client->describeDatasetGroup([/* ... */]);
$promise = $client->describeDatasetGroupAsync([/* ... */]);

Describes the given dataset group. For more information on dataset groups, see CreateDatasetGroup.

Parameter Syntax

$result = $client->describeDatasetGroup([
    'datasetGroupArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetGroupArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset group to describe.

Result Syntax

[
    'datasetGroup' => [
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
        'failureReason' => '<string>',
        'kmsKeyArn' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'roleArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
datasetGroup
  • Type: DatasetGroup structure

A listing of the dataset group's properties.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeDatasetImportJob

$result = $client->describeDatasetImportJob([/* ... */]);
$promise = $client->describeDatasetImportJobAsync([/* ... */]);

Describes the dataset import job created by CreateDatasetImportJob, including the import job status.

Parameter Syntax

$result = $client->describeDatasetImportJob([
    'datasetImportJobArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
datasetImportJobArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the dataset import job to describe.

Result Syntax

[
    'datasetImportJob' => [
        'creationDateTime' => <DateTime>,
        'dataSource' => [
            'dataLocation' => '<string>',
        ],
        'datasetArn' => '<string>',
        'datasetImportJobArn' => '<string>',
        'failureReason' => '<string>',
        'importMode' => 'FULL|INCREMENTAL',
        'jobName' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'publishAttributionMetricsToS3' => true || false,
        'roleArn' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
datasetImportJob
  • Type: DatasetImportJob structure

Information about the dataset import job, including the status.

The status is one of the following values:

  • CREATE PENDING

  • CREATE IN_PROGRESS

  • ACTIVE

  • CREATE FAILED

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeEventTracker

$result = $client->describeEventTracker([/* ... */]);
$promise = $client->describeEventTrackerAsync([/* ... */]);

Describes an event tracker. The response includes the trackingId and status of the event tracker. For more information on event trackers, see CreateEventTracker.

Parameter Syntax

$result = $client->describeEventTracker([
    'eventTrackerArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
eventTrackerArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the event tracker to describe.

Result Syntax

[
    'eventTracker' => [
        'accountId' => '<string>',
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'eventTrackerArn' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'status' => '<string>',
        'trackingId' => '<string>',
    ],
]

Result Details

Members
eventTracker
  • Type: EventTracker structure

An object that describes the event tracker.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeFeatureTransformation

$result = $client->describeFeatureTransformation([/* ... */]);
$promise = $client->describeFeatureTransformationAsync([/* ... */]);

Describes the given feature transformation.

Parameter Syntax

$result = $client->describeFeatureTransformation([
    'featureTransformationArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
featureTransformationArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the feature transformation to describe.

Result Syntax

[
    'featureTransformation' => [
        'creationDateTime' => <DateTime>,
        'defaultParameters' => ['<string>', ...],
        'featureTransformationArn' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
featureTransformation
  • Type: FeatureTransformation structure

A listing of the FeatureTransformation properties.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeFilter

$result = $client->describeFilter([/* ... */]);
$promise = $client->describeFilterAsync([/* ... */]);

Describes a filter's properties.

Parameter Syntax

$result = $client->describeFilter([
    'filterArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
filterArn
  • Required: Yes
  • Type: string

The ARN of the filter to describe.

Result Syntax

[
    'filter' => [
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'failureReason' => '<string>',
        'filterArn' => '<string>',
        'filterExpression' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
filter
  • Type: Filter structure

The filter's details.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeMetricAttribution

$result = $client->describeMetricAttribution([/* ... */]);
$promise = $client->describeMetricAttributionAsync([/* ... */]);

Describes a metric attribution.

Parameter Syntax

$result = $client->describeMetricAttribution([
    'metricAttributionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
metricAttributionArn
  • Required: Yes
  • Type: string

The metric attribution's Amazon Resource Name (ARN).

Result Syntax

[
    'metricAttribution' => [
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'failureReason' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'metricAttributionArn' => '<string>',
        'metricsOutputConfig' => [
            'roleArn' => '<string>',
            's3DataDestination' => [
                'kmsKeyArn' => '<string>',
                'path' => '<string>',
            ],
        ],
        'name' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
metricAttribution
  • Type: MetricAttribution structure

The details of the metric attribution.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeRecipe

$result = $client->describeRecipe([/* ... */]);
$promise = $client->describeRecipeAsync([/* ... */]);

Describes a recipe.

A recipe contains three items:

  • An algorithm that trains a model.

  • Hyperparameters that govern the training.

  • Feature transformation information for modifying the input data before training.

Amazon Personalize provides a set of predefined recipes. You specify a recipe when you create a solution with the CreateSolution API. CreateSolution trains a model by using the algorithm in the specified recipe and a training dataset. The solution, when deployed as a campaign, can provide recommendations using the GetRecommendations API.

Parameter Syntax

$result = $client->describeRecipe([
    'recipeArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
recipeArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recipe to describe.

Result Syntax

[
    'recipe' => [
        'algorithmArn' => '<string>',
        'creationDateTime' => <DateTime>,
        'description' => '<string>',
        'featureTransformationArn' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'recipeArn' => '<string>',
        'recipeType' => '<string>',
        'status' => '<string>',
    ],
]

Result Details

Members
recipe
  • Type: Recipe structure

An object that describes the recipe.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeRecommender

$result = $client->describeRecommender([/* ... */]);
$promise = $client->describeRecommenderAsync([/* ... */]);

Describes the given recommender, including its status.

A recommender can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE

  • DELETE PENDING > DELETE IN_PROGRESS

When the status is CREATE FAILED, the response includes the failureReason key, which describes why.

The modelMetrics key is null when the recommender is being created or deleted.

For more information on recommenders, see CreateRecommender.

Parameter Syntax

$result = $client->describeRecommender([
    'recommenderArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
recommenderArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recommender to describe.

Result Syntax

[
    'recommender' => [
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'failureReason' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'latestRecommenderUpdate' => [
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'recommenderConfig' => [
                'itemExplorationConfig' => ['<string>', ...],
                'minRecommendationRequestsPerSecond' => <integer>,
            ],
            'status' => '<string>',
        ],
        'modelMetrics' => [<float>, ...],
        'name' => '<string>',
        'recipeArn' => '<string>',
        'recommenderArn' => '<string>',
        'recommenderConfig' => [
            'itemExplorationConfig' => ['<string>', ...],
            'minRecommendationRequestsPerSecond' => <integer>,
        ],
        'status' => '<string>',
    ],
]

Result Details

Members
recommender
  • Type: Recommender structure

The properties of the recommender.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeSchema

$result = $client->describeSchema([/* ... */]);
$promise = $client->describeSchemaAsync([/* ... */]);

Describes a schema. For more information on schemas, see CreateSchema.

Parameter Syntax

$result = $client->describeSchema([
    'schemaArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
schemaArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the schema to retrieve.

Result Syntax

[
    'schema' => [
        'creationDateTime' => <DateTime>,
        'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'schema' => '<string>',
        'schemaArn' => '<string>',
    ],
]

Result Details

Members
schema
  • Type: DatasetSchema structure

The requested schema.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeSolution

$result = $client->describeSolution([/* ... */]);
$promise = $client->describeSolutionAsync([/* ... */]);

Describes a solution. For more information on solutions, see CreateSolution.

Parameter Syntax

$result = $client->describeSolution([
    'solutionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
solutionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution to describe.

Result Syntax

[
    'solution' => [
        'autoMLResult' => [
            'bestRecipeArn' => '<string>',
        ],
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'eventType' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'latestSolutionVersion' => [
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'solutionVersionArn' => '<string>',
            'status' => '<string>',
        ],
        'name' => '<string>',
        'performAutoML' => true || false,
        'performHPO' => true || false,
        'recipeArn' => '<string>',
        'solutionArn' => '<string>',
        'solutionConfig' => [
            'algorithmHyperParameters' => ['<string>', ...],
            'autoMLConfig' => [
                'metricName' => '<string>',
                'recipeList' => ['<string>', ...],
            ],
            'eventValueThreshold' => '<string>',
            'featureTransformationParameters' => ['<string>', ...],
            'hpoConfig' => [
                'algorithmHyperParameterRanges' => [
                    'categoricalHyperParameterRanges' => [
                        [
                            'name' => '<string>',
                            'values' => ['<string>', ...],
                        ],
                        // ...
                    ],
                    'continuousHyperParameterRanges' => [
                        [
                            'maxValue' => <float>,
                            'minValue' => <float>,
                            'name' => '<string>',
                        ],
                        // ...
                    ],
                    'integerHyperParameterRanges' => [
                        [
                            'maxValue' => <integer>,
                            'minValue' => <integer>,
                            'name' => '<string>',
                        ],
                        // ...
                    ],
                ],
                'hpoObjective' => [
                    'metricName' => '<string>',
                    'metricRegex' => '<string>',
                    'type' => '<string>',
                ],
                'hpoResourceConfig' => [
                    'maxNumberOfTrainingJobs' => '<string>',
                    'maxParallelTrainingJobs' => '<string>',
                ],
            ],
            'optimizationObjective' => [
                'itemAttribute' => '<string>',
                'objectiveSensitivity' => 'LOW|MEDIUM|HIGH|OFF',
            ],
        ],
        'status' => '<string>',
    ],
]

Result Details

Members
solution
  • Type: Solution structure

An object that describes the solution.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

DescribeSolutionVersion

$result = $client->describeSolutionVersion([/* ... */]);
$promise = $client->describeSolutionVersionAsync([/* ... */]);

Describes a specific version of a solution. For more information on solutions, see CreateSolution

Parameter Syntax

$result = $client->describeSolutionVersion([
    'solutionVersionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version.

Result Syntax

[
    'solutionVersion' => [
        'creationDateTime' => <DateTime>,
        'datasetGroupArn' => '<string>',
        'eventType' => '<string>',
        'failureReason' => '<string>',
        'lastUpdatedDateTime' => <DateTime>,
        'name' => '<string>',
        'performAutoML' => true || false,
        'performHPO' => true || false,
        'recipeArn' => '<string>',
        'solutionArn' => '<string>',
        'solutionConfig' => [
            'algorithmHyperParameters' => ['<string>', ...],
            'autoMLConfig' => [
                'metricName' => '<string>',
                'recipeList' => ['<string>', ...],
            ],
            'eventValueThreshold' => '<string>',
            'featureTransformationParameters' => ['<string>', ...],
            'hpoConfig' => [
                'algorithmHyperParameterRanges' => [
                    'categoricalHyperParameterRanges' => [
                        [
                            'name' => '<string>',
                            'values' => ['<string>', ...],
                        ],
                        // ...
                    ],
                    'continuousHyperParameterRanges' => [
                        [
                            'maxValue' => <float>,
                            'minValue' => <float>,
                            'name' => '<string>',
                        ],
                        // ...
                    ],
                    'integerHyperParameterRanges' => [
                        [
                            'maxValue' => <integer>,
                            'minValue' => <integer>,
                            'name' => '<string>',
                        ],
                        // ...
                    ],
                ],
                'hpoObjective' => [
                    'metricName' => '<string>',
                    'metricRegex' => '<string>',
                    'type' => '<string>',
                ],
                'hpoResourceConfig' => [
                    'maxNumberOfTrainingJobs' => '<string>',
                    'maxParallelTrainingJobs' => '<string>',
                ],
            ],
            'optimizationObjective' => [
                'itemAttribute' => '<string>',
                'objectiveSensitivity' => 'LOW|MEDIUM|HIGH|OFF',
            ],
        ],
        'solutionVersionArn' => '<string>',
        'status' => '<string>',
        'trainingHours' => <float>,
        'trainingMode' => 'FULL|UPDATE',
        'tunedHPOParams' => [
            'algorithmHyperParameters' => ['<string>', ...],
        ],
    ],
]

Result Details

Members
solutionVersion
  • Type: SolutionVersion structure

The solution version.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

GetSolutionMetrics

$result = $client->getSolutionMetrics([/* ... */]);
$promise = $client->getSolutionMetricsAsync([/* ... */]);

Gets the metrics for the specified solution version.

Parameter Syntax

$result = $client->getSolutionMetrics([
    'solutionVersionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version for which to get metrics.

Result Syntax

[
    'metrics' => [<float>, ...],
    'solutionVersionArn' => '<string>',
]

Result Details

Members
metrics
  • Type: Associative array of custom strings keys (MetricName) to doubles

The metrics for the solution version. For more information, see Evaluating a solution version with metrics .

solutionVersionArn
  • Type: string

The same solution version ARN as specified in the request.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

ListBatchInferenceJobs

$result = $client->listBatchInferenceJobs([/* ... */]);
$promise = $client->listBatchInferenceJobsAsync([/* ... */]);

Gets a list of the batch inference jobs that have been performed off of a solution version.

Parameter Syntax

$result = $client->listBatchInferenceJobs([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'solutionVersionArn' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of batch inference job results to return in each page. The default value is 100.

nextToken
  • Type: string

The token to request the next page of results.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version from which the batch inference jobs were created.

Result Syntax

[
    'batchInferenceJobs' => [
        [
            'batchInferenceJobArn' => '<string>',
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'jobName' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'solutionVersionArn' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
batchInferenceJobs
  • Type: Array of BatchInferenceJobSummary structures

A list containing information on each job that is returned.

nextToken
  • Type: string

The token to use to retrieve the next page of results. The value is null when there are no more results to return.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListBatchSegmentJobs

$result = $client->listBatchSegmentJobs([/* ... */]);
$promise = $client->listBatchSegmentJobsAsync([/* ... */]);

Gets a list of the batch segment jobs that have been performed off of a solution version that you specify.

Parameter Syntax

$result = $client->listBatchSegmentJobs([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'solutionVersionArn' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of batch segment job results to return in each page. The default value is 100.

nextToken
  • Type: string

The token to request the next page of results.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version that the batch segment jobs used to generate batch segments.

Result Syntax

[
    'batchSegmentJobs' => [
        [
            'batchSegmentJobArn' => '<string>',
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'jobName' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'solutionVersionArn' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
batchSegmentJobs
  • Type: Array of BatchSegmentJobSummary structures

A list containing information on each job that is returned.

nextToken
  • Type: string

The token to use to retrieve the next page of results. The value is null when there are no more results to return.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListCampaigns

$result = $client->listCampaigns([/* ... */]);
$promise = $client->listCampaignsAsync([/* ... */]);

Returns a list of campaigns that use the given solution. When a solution is not specified, all the campaigns associated with the account are listed. The response provides the properties for each campaign, including the Amazon Resource Name (ARN). For more information on campaigns, see CreateCampaign.

Parameter Syntax

$result = $client->listCampaigns([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'solutionArn' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of campaigns to return.

nextToken
  • Type: string

A token returned from the previous call to ListCampaigns for getting the next set of campaigns (if they exist).

solutionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution to list the campaigns for. When a solution is not specified, all the campaigns associated with the account are listed.

Result Syntax

[
    'campaigns' => [
        [
            'campaignArn' => '<string>',
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
campaigns
  • Type: Array of CampaignSummary structures

A list of the campaigns.

nextToken
  • Type: string

A token for getting the next set of campaigns (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListDatasetExportJobs

$result = $client->listDatasetExportJobs([/* ... */]);
$promise = $client->listDatasetExportJobsAsync([/* ... */]);

Returns a list of dataset export jobs that use the given dataset. When a dataset is not specified, all the dataset export jobs associated with the account are listed. The response provides the properties for each dataset export job, including the Amazon Resource Name (ARN). For more information on dataset export jobs, see CreateDatasetExportJob. For more information on datasets, see CreateDataset.

Parameter Syntax

$result = $client->listDatasetExportJobs([
    'datasetArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset to list the dataset export jobs for.

maxResults
  • Type: int

The maximum number of dataset export jobs to return.

nextToken
  • Type: string

A token returned from the previous call to ListDatasetExportJobs for getting the next set of dataset export jobs (if they exist).

Result Syntax

[
    'datasetExportJobs' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetExportJobArn' => '<string>',
            'failureReason' => '<string>',
            'jobName' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
datasetExportJobs
  • Type: Array of DatasetExportJobSummary structures

The list of dataset export jobs.

nextToken
  • Type: string

A token for getting the next set of dataset export jobs (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListDatasetGroups

$result = $client->listDatasetGroups([/* ... */]);
$promise = $client->listDatasetGroupsAsync([/* ... */]);

Returns a list of dataset groups. The response provides the properties for each dataset group, including the Amazon Resource Name (ARN). For more information on dataset groups, see CreateDatasetGroup.

Parameter Syntax

$result = $client->listDatasetGroups([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of dataset groups to return.

nextToken
  • Type: string

A token returned from the previous call to ListDatasetGroups for getting the next set of dataset groups (if they exist).

Result Syntax

[
    'datasetGroups' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetGroupArn' => '<string>',
            'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
datasetGroups
  • Type: Array of DatasetGroupSummary structures

The list of your dataset groups.

nextToken
  • Type: string

A token for getting the next set of dataset groups (if they exist).

Errors

  • InvalidNextTokenException:

    The token is not valid.

ListDatasetImportJobs

$result = $client->listDatasetImportJobs([/* ... */]);
$promise = $client->listDatasetImportJobsAsync([/* ... */]);

Returns a list of dataset import jobs that use the given dataset. When a dataset is not specified, all the dataset import jobs associated with the account are listed. The response provides the properties for each dataset import job, including the Amazon Resource Name (ARN). For more information on dataset import jobs, see CreateDatasetImportJob. For more information on datasets, see CreateDataset.

Parameter Syntax

$result = $client->listDatasetImportJobs([
    'datasetArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset to list the dataset import jobs for.

maxResults
  • Type: int

The maximum number of dataset import jobs to return.

nextToken
  • Type: string

A token returned from the previous call to ListDatasetImportJobs for getting the next set of dataset import jobs (if they exist).

Result Syntax

[
    'datasetImportJobs' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetImportJobArn' => '<string>',
            'failureReason' => '<string>',
            'importMode' => 'FULL|INCREMENTAL',
            'jobName' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
datasetImportJobs
  • Type: Array of DatasetImportJobSummary structures

The list of dataset import jobs.

nextToken
  • Type: string

A token for getting the next set of dataset import jobs (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListDatasets

$result = $client->listDatasets([/* ... */]);
$promise = $client->listDatasetsAsync([/* ... */]);

Returns the list of datasets contained in the given dataset group. The response provides the properties for each dataset, including the Amazon Resource Name (ARN). For more information on datasets, see CreateDataset.

Parameter Syntax

$result = $client->listDatasets([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group that contains the datasets to list.

maxResults
  • Type: int

The maximum number of datasets to return.

nextToken
  • Type: string

A token returned from the previous call to ListDatasetImportJobs for getting the next set of dataset import jobs (if they exist).

Result Syntax

[
    'datasets' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetArn' => '<string>',
            'datasetType' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
datasets
  • Type: Array of DatasetSummary structures

An array of Dataset objects. Each object provides metadata information.

nextToken
  • Type: string

A token for getting the next set of datasets (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListEventTrackers

$result = $client->listEventTrackers([/* ... */]);
$promise = $client->listEventTrackersAsync([/* ... */]);

Returns the list of event trackers associated with the account. The response provides the properties for each event tracker, including the Amazon Resource Name (ARN) and tracking ID. For more information on event trackers, see CreateEventTracker.

Parameter Syntax

$result = $client->listEventTrackers([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The ARN of a dataset group used to filter the response.

maxResults
  • Type: int

The maximum number of event trackers to return.

nextToken
  • Type: string

A token returned from the previous call to ListEventTrackers for getting the next set of event trackers (if they exist).

Result Syntax

[
    'eventTrackers' => [
        [
            'creationDateTime' => <DateTime>,
            'eventTrackerArn' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
eventTrackers
  • Type: Array of EventTrackerSummary structures

A list of event trackers.

nextToken
  • Type: string

A token for getting the next set of event trackers (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListFilters

$result = $client->listFilters([/* ... */]);
$promise = $client->listFiltersAsync([/* ... */]);

Lists all filters that belong to a given dataset group.

Parameter Syntax

$result = $client->listFilters([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The ARN of the dataset group that contains the filters.

maxResults
  • Type: int

The maximum number of filters to return.

nextToken
  • Type: string

A token returned from the previous call to ListFilters for getting the next set of filters (if they exist).

Result Syntax

[
    'Filters' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetGroupArn' => '<string>',
            'failureReason' => '<string>',
            'filterArn' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
Filters
  • Type: Array of FilterSummary structures

A list of returned filters.

nextToken
  • Type: string

A token for getting the next set of filters (if they exist).

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListMetricAttributionMetrics

$result = $client->listMetricAttributionMetrics([/* ... */]);
$promise = $client->listMetricAttributionMetricsAsync([/* ... */]);

Lists the metrics for the metric attribution.

Parameter Syntax

$result = $client->listMetricAttributionMetrics([
    'maxResults' => <integer>,
    'metricAttributionArn' => '<string>',
    'nextToken' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of metrics to return in one page of results.

metricAttributionArn
  • Type: string

The Amazon Resource Name (ARN) of the metric attribution to retrieve attributes for.

nextToken
  • Type: string

Specify the pagination token from a previous request to retrieve the next page of results.

Result Syntax

[
    'metrics' => [
        [
            'eventType' => '<string>',
            'expression' => '<string>',
            'metricName' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
metrics
  • Type: Array of MetricAttribute structures

The metrics for the specified metric attribution.

nextToken
  • Type: string

Specify the pagination token from a previous ListMetricAttributionMetricsResponse request to retrieve the next page of results.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListMetricAttributions

$result = $client->listMetricAttributions([/* ... */]);
$promise = $client->listMetricAttributionsAsync([/* ... */]);

Lists metric attributions.

Parameter Syntax

$result = $client->listMetricAttributions([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The metric attributions' dataset group Amazon Resource Name (ARN).

maxResults
  • Type: int

The maximum number of metric attributions to return in one page of results.

nextToken
  • Type: string

Specify the pagination token from a previous request to retrieve the next page of results.

Result Syntax

[
    'metricAttributions' => [
        [
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'metricAttributionArn' => '<string>',
            'name' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
metricAttributions
  • Type: Array of MetricAttributionSummary structures

The list of metric attributions.

nextToken
  • Type: string

Specify the pagination token from a previous request to retrieve the next page of results.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListRecipes

$result = $client->listRecipes([/* ... */]);
$promise = $client->listRecipesAsync([/* ... */]);

Returns a list of available recipes. The response provides the properties for each recipe, including the recipe's Amazon Resource Name (ARN).

Parameter Syntax

$result = $client->listRecipes([
    'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'recipeProvider' => 'SERVICE',
]);

Parameter Details

Members
domain
  • Type: string

Filters returned recipes by domain for a Domain dataset group. Only recipes (Domain dataset group use cases) for this domain are included in the response. If you don't specify a domain, all recipes are returned.

maxResults
  • Type: int

The maximum number of recipes to return.

nextToken
  • Type: string

A token returned from the previous call to ListRecipes for getting the next set of recipes (if they exist).

recipeProvider
  • Type: string

The default is SERVICE.

Result Syntax

[
    'nextToken' => '<string>',
    'recipes' => [
        [
            'creationDateTime' => <DateTime>,
            'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'recipeArn' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
nextToken
  • Type: string

A token for getting the next set of recipes.

recipes
  • Type: Array of RecipeSummary structures

The list of available recipes.

Errors

  • InvalidNextTokenException:

    The token is not valid.

  • InvalidInputException:

    Provide a valid value for the field or parameter.

ListRecommenders

$result = $client->listRecommenders([/* ... */]);
$promise = $client->listRecommendersAsync([/* ... */]);

Returns a list of recommenders in a given Domain dataset group. When a Domain dataset group is not specified, all the recommenders associated with the account are listed. The response provides the properties for each recommender, including the Amazon Resource Name (ARN). For more information on recommenders, see CreateRecommender.

Parameter Syntax

$result = $client->listRecommenders([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the Domain dataset group to list the recommenders for. When a Domain dataset group is not specified, all the recommenders associated with the account are listed.

maxResults
  • Type: int

The maximum number of recommenders to return.

nextToken
  • Type: string

A token returned from the previous call to ListRecommenders for getting the next set of recommenders (if they exist).

Result Syntax

[
    'nextToken' => '<string>',
    'recommenders' => [
        [
            'creationDateTime' => <DateTime>,
            'datasetGroupArn' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'recipeArn' => '<string>',
            'recommenderArn' => '<string>',
            'recommenderConfig' => [
                'itemExplorationConfig' => ['<string>', ...],
                'minRecommendationRequestsPerSecond' => <integer>,
            ],
            'status' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
nextToken
  • Type: string

A token for getting the next set of recommenders (if they exist).

recommenders
  • Type: Array of RecommenderSummary structures

A list of the recommenders.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListSchemas

$result = $client->listSchemas([/* ... */]);
$promise = $client->listSchemasAsync([/* ... */]);

Returns the list of schemas associated with the account. The response provides the properties for each schema, including the Amazon Resource Name (ARN). For more information on schemas, see CreateSchema.

Parameter Syntax

$result = $client->listSchemas([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of schemas to return.

nextToken
  • Type: string

A token returned from the previous call to ListSchemas for getting the next set of schemas (if they exist).

Result Syntax

[
    'nextToken' => '<string>',
    'schemas' => [
        [
            'creationDateTime' => <DateTime>,
            'domain' => 'ECOMMERCE|VIDEO_ON_DEMAND',
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'schemaArn' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
nextToken
  • Type: string

A token used to get the next set of schemas (if they exist).

schemas
  • Type: Array of DatasetSchemaSummary structures

A list of schemas.

Errors

  • InvalidNextTokenException:

    The token is not valid.

ListSolutionVersions

$result = $client->listSolutionVersions([/* ... */]);
$promise = $client->listSolutionVersionsAsync([/* ... */]);

Returns a list of solution versions for the given solution. When a solution is not specified, all the solution versions associated with the account are listed. The response provides the properties for each solution version, including the Amazon Resource Name (ARN).

Parameter Syntax

$result = $client->listSolutionVersions([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'solutionArn' => '<string>',
]);

Parameter Details

Members
maxResults
  • Type: int

The maximum number of solution versions to return.

nextToken
  • Type: string

A token returned from the previous call to ListSolutionVersions for getting the next set of solution versions (if they exist).

solutionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution.

Result Syntax

[
    'nextToken' => '<string>',
    'solutionVersions' => [
        [
            'creationDateTime' => <DateTime>,
            'failureReason' => '<string>',
            'lastUpdatedDateTime' => <DateTime>,
            'solutionVersionArn' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
nextToken
  • Type: string

A token for getting the next set of solution versions (if they exist).

solutionVersions
  • Type: Array of SolutionVersionSummary structures

A list of solution versions describing the version properties.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • InvalidNextTokenException:

    The token is not valid.

ListSolutions

$result = $client->listSolutions([/* ... */]);
$promise = $client->listSolutionsAsync([/* ... */]);

Returns a list of solutions that use the given dataset group. When a dataset group is not specified, all the solutions associated with the account are listed. The response provides the properties for each solution, including the Amazon Resource Name (ARN). For more information on solutions, see CreateSolution.

Parameter Syntax

$result = $client->listSolutions([
    'datasetGroupArn' => '<string>',
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group.

maxResults
  • Type: int

The maximum number of solutions to return.

nextToken
  • Type: string

A token returned from the previous call to ListSolutions for getting the next set of solutions (if they exist).

Result Syntax

[
    'nextToken' => '<string>',
    'solutions' => [
        [
            'creationDateTime' => <DateTime>,
            'lastUpdatedDateTime' => <DateTime>,
            'name' => '<string>',
            'recipeArn' => '<string>',
            'solutionArn' => '<string>',
            'status' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
nextToken
  • Type: string

A token for getting the next set of solutions (if they exist).

solutions
  • Type: Array of SolutionSummary structures

A list of the current solutions.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • InvalidNextTokenException:

    The token is not valid.

ListTagsForResource

$result = $client->listTagsForResource([/* ... */]);
$promise = $client->listTagsForResourceAsync([/* ... */]);

Get a list of tags attached to a resource.

Parameter Syntax

$result = $client->listTagsForResource([
    'resourceArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
resourceArn
  • Required: Yes
  • Type: string

The resource's Amazon Resource Name.

Result Syntax

[
    'tags' => [
        [
            'tagKey' => '<string>',
            'tagValue' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members
tags
  • Type: Array of Tag structures

The resource's tags.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

StartRecommender

$result = $client->startRecommender([/* ... */]);
$promise = $client->startRecommenderAsync([/* ... */]);

Starts a recommender that is INACTIVE. Starting a recommender does not create any new models, but resumes billing and automatic retraining for the recommender.

Parameter Syntax

$result = $client->startRecommender([
    'recommenderArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
recommenderArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recommender to start.

Result Syntax

[
    'recommenderArn' => '<string>',
]

Result Details

Members
recommenderArn
  • Type: string

The Amazon Resource Name (ARN) of the recommender you started.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

StopRecommender

$result = $client->stopRecommender([/* ... */]);
$promise = $client->stopRecommenderAsync([/* ... */]);

Stops a recommender that is ACTIVE. Stopping a recommender halts billing and automatic retraining for the recommender.

Parameter Syntax

$result = $client->stopRecommender([
    'recommenderArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
recommenderArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recommender to stop.

Result Syntax

[
    'recommenderArn' => '<string>',
]

Result Details

Members
recommenderArn
  • Type: string

The Amazon Resource Name (ARN) of the recommender you stopped.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

StopSolutionVersionCreation

$result = $client->stopSolutionVersionCreation([/* ... */]);
$promise = $client->stopSolutionVersionCreationAsync([/* ... */]);

Stops creating a solution version that is in a state of CREATE_PENDING or CREATE IN_PROGRESS.

Depending on the current state of the solution version, the solution version state changes as follows:

  • CREATE_PENDING > CREATE_STOPPED

    or

  • CREATE_IN_PROGRESS > CREATE_STOPPING > CREATE_STOPPED

You are billed for all of the training completed up until you stop the solution version creation. You cannot resume creating a solution version once it has been stopped.

Parameter Syntax

$result = $client->stopSolutionVersionCreation([
    'solutionVersionArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
solutionVersionArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the solution version you want to stop creating.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

TagResource

$result = $client->tagResource([/* ... */]);
$promise = $client->tagResourceAsync([/* ... */]);

Add a list of tags to a resource.

Parameter Syntax

$result = $client->tagResource([
    'resourceArn' => '<string>', // REQUIRED
    'tags' => [ // REQUIRED
        [
            'tagKey' => '<string>', // REQUIRED
            'tagValue' => '<string>', // REQUIRED
        ],
        // ...
    ],
]);

Parameter Details

Members
resourceArn
  • Required: Yes
  • Type: string

The resource's Amazon Resource Name (ARN).

tags
  • Required: Yes
  • Type: Array of Tag structures

Tags to apply to the resource. For more information see Tagging Personalize resources.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • TooManyTagsException:

    You have exceeded the maximum number of tags you can apply to this resource.

  • ResourceInUseException:

    The specified resource is in use.

  • LimitExceededException:

    The limit on the number of requests per second has been exceeded.

UntagResource

$result = $client->untagResource([/* ... */]);
$promise = $client->untagResourceAsync([/* ... */]);

Remove tags that are attached to a resource.

Parameter Syntax

$result = $client->untagResource([
    'resourceArn' => '<string>', // REQUIRED
    'tagKeys' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members
resourceArn
  • Required: Yes
  • Type: string

The resource's Amazon Resource Name (ARN).

tagKeys
  • Required: Yes
  • Type: Array of strings

Keys to remove from the resource's tags.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • TooManyTagKeysException:

    The request contains more tag keys than can be associated with a resource (50 tag keys per resource).

  • ResourceInUseException:

    The specified resource is in use.

UpdateCampaign

$result = $client->updateCampaign([/* ... */]);
$promise = $client->updateCampaignAsync([/* ... */]);

Updates a campaign by either deploying a new solution or changing the value of the campaign's minProvisionedTPS parameter.

To update a campaign, the campaign status must be ACTIVE or CREATE FAILED. Check the campaign status using the DescribeCampaign operation.

You can still get recommendations from a campaign while an update is in progress. The campaign will use the previous solution version and campaign configuration to generate recommendations until the latest campaign update status is Active.

For more information on campaigns, see CreateCampaign.

Parameter Syntax

$result = $client->updateCampaign([
    'campaignArn' => '<string>', // REQUIRED
    'campaignConfig' => [
        'itemExplorationConfig' => ['<string>', ...],
    ],
    'minProvisionedTPS' => <integer>,
    'solutionVersionArn' => '<string>',
]);

Parameter Details

Members
campaignArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the campaign.

campaignConfig
  • Type: CampaignConfig structure

The configuration details of a campaign.

minProvisionedTPS
  • Type: int

Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.

solutionVersionArn
  • Type: string

The ARN of a new solution version to deploy.

Result Syntax

[
    'campaignArn' => '<string>',
]

Result Details

Members
campaignArn
  • Type: string

The same campaign ARN as given in the request.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

UpdateMetricAttribution

$result = $client->updateMetricAttribution([/* ... */]);
$promise = $client->updateMetricAttributionAsync([/* ... */]);

Updates a metric attribution.

Parameter Syntax

$result = $client->updateMetricAttribution([
    'addMetrics' => [
        [
            'eventType' => '<string>', // REQUIRED
            'expression' => '<string>', // REQUIRED
            'metricName' => '<string>', // REQUIRED
        ],
        // ...
    ],
    'metricAttributionArn' => '<string>',
    'metricsOutputConfig' => [
        'roleArn' => '<string>', // REQUIRED
        's3DataDestination' => [
            'kmsKeyArn' => '<string>',
            'path' => '<string>', // REQUIRED
        ],
    ],
    'removeMetrics' => ['<string>', ...],
]);

Parameter Details

Members
addMetrics
  • Type: Array of MetricAttribute structures

Add new metric attributes to the metric attribution.

metricAttributionArn
  • Type: string

The Amazon Resource Name (ARN) for the metric attribution to update.

metricsOutputConfig
  • Type: MetricAttributionOutput structure

An output config for the metric attribution.

removeMetrics
  • Type: Array of strings

Remove metric attributes from the metric attribution.

Result Syntax

[
    'metricAttributionArn' => '<string>',
]

Result Details

Members
metricAttributionArn
  • Type: string

The Amazon Resource Name (ARN) for the metric attribution that you updated.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

  • ResourceAlreadyExistsException:

    The specified resource already exists.

UpdateRecommender

$result = $client->updateRecommender([/* ... */]);
$promise = $client->updateRecommenderAsync([/* ... */]);

Updates the recommender to modify the recommender configuration.

Parameter Syntax

$result = $client->updateRecommender([
    'recommenderArn' => '<string>', // REQUIRED
    'recommenderConfig' => [ // REQUIRED
        'itemExplorationConfig' => ['<string>', ...],
        'minRecommendationRequestsPerSecond' => <integer>,
    ],
]);

Parameter Details

Members
recommenderArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the recommender to modify.

recommenderConfig
  • Required: Yes
  • Type: RecommenderConfig structure

The configuration details of the recommender.

Result Syntax

[
    'recommenderArn' => '<string>',
]

Result Details

Members
recommenderArn
  • Type: string

The same recommender Amazon Resource Name (ARN) as given in the request.

Errors

  • InvalidInputException:

    Provide a valid value for the field or parameter.

  • ResourceNotFoundException:

    Could not find the specified resource.

  • ResourceInUseException:

    The specified resource is in use.

Shapes

Algorithm

Description

Describes a custom algorithm.

Members
algorithmArn
  • Type: string

The Amazon Resource Name (ARN) of the algorithm.

algorithmImage
  • Type: AlgorithmImage structure

The URI of the Docker container for the algorithm image.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the algorithm was created.

defaultHyperParameterRanges
  • Type: DefaultHyperParameterRanges structure

Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

defaultHyperParameters
  • Type: Associative array of custom strings keys (ParameterName) to strings

Specifies the default hyperparameters.

defaultResourceConfig
  • Type: Associative array of custom strings keys (ParameterName) to strings

Specifies the default maximum number of training jobs and parallel training jobs.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the algorithm was last updated.

name
  • Type: string

The name of the algorithm.

roleArn
  • Type: string

The Amazon Resource Name (ARN) of the role.

trainingInputMode
  • Type: string

The training input mode.

AlgorithmImage

Description

Describes an algorithm image.

Members
dockerURI
  • Required: Yes
  • Type: string

The URI of the Docker container for the algorithm image.

name
  • Type: string

The name of the algorithm image.

AutoMLConfig

Description

When the solution performs AutoML (performAutoML is true in CreateSolution), Amazon Personalize determines which recipe, from the specified list, optimizes the given metric. Amazon Personalize then uses that recipe for the solution.

Members
metricName
  • Type: string

The metric to optimize.

recipeList
  • Type: Array of strings

The list of candidate recipes.

AutoMLResult

Description

When the solution performs AutoML (performAutoML is true in CreateSolution), specifies the recipe that best optimized the specified metric.

Members
bestRecipeArn
  • Type: string

The Amazon Resource Name (ARN) of the best recipe.

BatchInferenceJob

Description

Contains information on a batch inference job.

Members
batchInferenceJobArn
  • Type: string

The Amazon Resource Name (ARN) of the batch inference job.

batchInferenceJobConfig
  • Type: BatchInferenceJobConfig structure

A string to string map of the configuration details of a batch inference job.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch inference job was created.

failureReason
  • Type: string

If the batch inference job failed, the reason for the failure.

filterArn
  • Type: string

The ARN of the filter used on the batch inference job.

jobInput
  • Type: BatchInferenceJobInput structure

The Amazon S3 path that leads to the input data used to generate the batch inference job.

jobName
  • Type: string

The name of the batch inference job.

jobOutput
  • Type: BatchInferenceJobOutput structure

The Amazon S3 bucket that contains the output data generated by the batch inference job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch inference job was last updated.

numResults
  • Type: int

The number of recommendations generated by the batch inference job. This number includes the error messages generated for failed input records.

roleArn
  • Type: string

The ARN of the Amazon Identity and Access Management (IAM) role that requested the batch inference job.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version from which the batch inference job was created.

status
  • Type: string

The status of the batch inference job. The status is one of the following values:

  • PENDING

  • IN PROGRESS

  • ACTIVE

  • CREATE FAILED

BatchInferenceJobConfig

Description

The configuration details of a batch inference job.

Members
itemExplorationConfig
  • Type: Associative array of custom strings keys (ParameterName) to strings

A string to string map specifying the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. See User-Personalization.

BatchInferenceJobInput

Description

The input configuration of a batch inference job.

Members
s3DataSource
  • Required: Yes
  • Type: S3DataConfig structure

The URI of the Amazon S3 location that contains your input data. The Amazon S3 bucket must be in the same region as the API endpoint you are calling.

BatchInferenceJobOutput

Description

The output configuration parameters of a batch inference job.

Members
s3DataDestination
  • Required: Yes
  • Type: S3DataConfig structure

Information on the Amazon S3 bucket in which the batch inference job's output is stored.

BatchInferenceJobSummary

Description

A truncated version of the BatchInferenceJob. The ListBatchInferenceJobs operation returns a list of batch inference job summaries.

Members
batchInferenceJobArn
  • Type: string

The Amazon Resource Name (ARN) of the batch inference job.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch inference job was created.

failureReason
  • Type: string

If the batch inference job failed, the reason for the failure.

jobName
  • Type: string

The name of the batch inference job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch inference job was last updated.

solutionVersionArn
  • Type: string

The ARN of the solution version used by the batch inference job.

status
  • Type: string

The status of the batch inference job. The status is one of the following values:

  • PENDING

  • IN PROGRESS

  • ACTIVE

  • CREATE FAILED

BatchSegmentJob

Description

Contains information on a batch segment job.

Members
batchSegmentJobArn
  • Type: string

The Amazon Resource Name (ARN) of the batch segment job.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch segment job was created.

failureReason
  • Type: string

If the batch segment job failed, the reason for the failure.

filterArn
  • Type: string

The ARN of the filter used on the batch segment job.

jobInput
  • Type: BatchSegmentJobInput structure

The Amazon S3 path that leads to the input data used to generate the batch segment job.

jobName
  • Type: string

The name of the batch segment job.

jobOutput
  • Type: BatchSegmentJobOutput structure

The Amazon S3 bucket that contains the output data generated by the batch segment job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch segment job last updated.

numResults
  • Type: int

The number of predicted users generated by the batch segment job for each line of input data.

roleArn
  • Type: string

The ARN of the Amazon Identity and Access Management (IAM) role that requested the batch segment job.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version used by the batch segment job to generate batch segments.

status
  • Type: string

The status of the batch segment job. The status is one of the following values:

  • PENDING

  • IN PROGRESS

  • ACTIVE

  • CREATE FAILED

BatchSegmentJobInput

Description

The input configuration of a batch segment job.

Members
s3DataSource
  • Required: Yes
  • Type: S3DataConfig structure

The configuration details of an Amazon S3 input or output bucket.

BatchSegmentJobOutput

Description

The output configuration parameters of a batch segment job.

Members
s3DataDestination
  • Required: Yes
  • Type: S3DataConfig structure

The configuration details of an Amazon S3 input or output bucket.

BatchSegmentJobSummary

Description

A truncated version of the BatchSegmentJob datatype. ListBatchSegmentJobs operation returns a list of batch segment job summaries.

Members
batchSegmentJobArn
  • Type: string

The Amazon Resource Name (ARN) of the batch segment job.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch segment job was created.

failureReason
  • Type: string

If the batch segment job failed, the reason for the failure.

jobName
  • Type: string

The name of the batch segment job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the batch segment job was last updated.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version used by the batch segment job to generate batch segments.

status
  • Type: string

The status of the batch segment job. The status is one of the following values:

  • PENDING

  • IN PROGRESS

  • ACTIVE

  • CREATE FAILED

Campaign

Description

An object that describes the deployment of a solution version. For more information on campaigns, see CreateCampaign.

Members
campaignArn
  • Type: string

The Amazon Resource Name (ARN) of the campaign.

campaignConfig
  • Type: CampaignConfig structure

The configuration details of a campaign.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the campaign was created.

failureReason
  • Type: string

If a campaign fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the campaign was last updated.

latestCampaignUpdate
  • Type: CampaignUpdateSummary structure

Provides a summary of the properties of a campaign update. For a complete listing, call the DescribeCampaign API.

minProvisionedTPS
  • Type: int

Specifies the requested minimum provisioned transactions (recommendations) per second.

name
  • Type: string

The name of the campaign.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of a specific version of the solution.

status
  • Type: string

The status of the campaign.

A campaign can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

CampaignConfig

Description

The configuration details of a campaign.

Members
itemExplorationConfig
  • Type: Associative array of custom strings keys (ParameterName) to strings

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your solution uses the User-Personalization recipe.

CampaignSummary

Description

Provides a summary of the properties of a campaign. For a complete listing, call the DescribeCampaign API.

Members
campaignArn
  • Type: string

The Amazon Resource Name (ARN) of the campaign.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the campaign was created.

failureReason
  • Type: string

If a campaign fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the campaign was last updated.

name
  • Type: string

The name of the campaign.

status
  • Type: string

The status of the campaign.

A campaign can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

CampaignUpdateSummary

Description

Provides a summary of the properties of a campaign update. For a complete listing, call the DescribeCampaign API.

Members
campaignConfig
  • Type: CampaignConfig structure

The configuration details of a campaign.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the campaign update was created.

failureReason
  • Type: string

If a campaign update fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the campaign update was last updated.

minProvisionedTPS
  • Type: int

Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the deployed solution version.

status
  • Type: string

The status of the campaign update.

A campaign update can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

CategoricalHyperParameterRange

Description

Provides the name and range of a categorical hyperparameter.

Members
name
  • Type: string

The name of the hyperparameter.

values
  • Type: Array of strings

A list of the categories for the hyperparameter.

ContinuousHyperParameterRange

Description

Provides the name and range of a continuous hyperparameter.

Members
maxValue
  • Type: double

The maximum allowable value for the hyperparameter.

minValue
  • Type: double

The minimum allowable value for the hyperparameter.

name
  • Type: string

The name of the hyperparameter.

DataSource

Description

Describes the data source that contains the data to upload to a dataset.

Members
dataLocation
  • Type: string

The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored. For example:

s3://bucket-name/folder-name/

Dataset

Description

Provides metadata for a dataset.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the dataset.

datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset that you want metadata for.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group.

datasetType
  • Type: string

One of the following values:

  • Interactions

  • Items

  • Users

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

A time stamp that shows when the dataset was updated.

name
  • Type: string

The name of the dataset.

schemaArn
  • Type: string

The ARN of the associated schema.

status
  • Type: string

The status of the dataset.

A dataset can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

DatasetExportJob

Description

Describes a job that exports a dataset to an Amazon S3 bucket. For more information, see CreateDatasetExportJob.

A dataset export job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the dataset export job.

datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset to export.

datasetExportJobArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset export job.

failureReason
  • Type: string

If a dataset export job fails, provides the reason why.

ingestionMode
  • Type: string

The data to export, based on how you imported the data. You can choose to export BULK data that you imported using a dataset import job, PUT data that you imported incrementally (using the console, PutEvents, PutUsers and PutItems operations), or ALL for both types. The default value is PUT.

jobName
  • Type: string

The name of the export job.

jobOutput
  • Type: DatasetExportJobOutput structure

The path to the Amazon S3 bucket where the job's output is stored. For example:

s3://bucket-name/folder-name/

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) the status of the dataset export job was last updated.

roleArn
  • Type: string

The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket.

status
  • Type: string

The status of the dataset export job.

A dataset export job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

DatasetExportJobOutput

Description

The output configuration parameters of a dataset export job.

Members
s3DataDestination
  • Required: Yes
  • Type: S3DataConfig structure

The configuration details of an Amazon S3 input or output bucket.

DatasetExportJobSummary

Description

Provides a summary of the properties of a dataset export job. For a complete listing, call the DescribeDatasetExportJob API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset export job was created.

datasetExportJobArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset export job.

failureReason
  • Type: string

If a dataset export job fails, the reason behind the failure.

jobName
  • Type: string

The name of the dataset export job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset export job status was last updated.

status
  • Type: string

The status of the dataset export job.

A dataset export job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

DatasetGroup

Description

A dataset group is a collection of related datasets (Interactions, User, and Item). You create a dataset group by calling CreateDatasetGroup. You then create a dataset and add it to a dataset group by calling CreateDataset. The dataset group is used to create and train a solution by calling CreateSolution. A dataset group can contain only one of each type of dataset.

You can specify an Key Management Service (KMS) key to encrypt the datasets in the group.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the dataset group.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group.

domain
  • Type: string

The domain of a Domain dataset group.

failureReason
  • Type: string

If creating a dataset group fails, provides the reason why.

kmsKeyArn
  • Type: string

The Amazon Resource Name (ARN) of the Key Management Service (KMS) key used to encrypt the datasets.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The last update date and time (in Unix time) of the dataset group.

name
  • Type: string

The name of the dataset group.

roleArn
  • Type: string

The ARN of the IAM role that has permissions to create the dataset group.

status
  • Type: string

The current status of the dataset group.

A dataset group can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING

DatasetGroupSummary

Description

Provides a summary of the properties of a dataset group. For a complete listing, call the DescribeDatasetGroup API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset group was created.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group.

domain
  • Type: string

The domain of a Domain dataset group.

failureReason
  • Type: string

If creating a dataset group fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset group was last updated.

name
  • Type: string

The name of the dataset group.

status
  • Type: string

The status of the dataset group.

A dataset group can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING

DatasetImportJob

Description

Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. For more information, see CreateDatasetImportJob.

A dataset import job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the dataset import job.

dataSource
  • Type: DataSource structure

The Amazon S3 bucket that contains the training data to import.

datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset that receives the imported data.

datasetImportJobArn
  • Type: string

The ARN of the dataset import job.

failureReason
  • Type: string

If a dataset import job fails, provides the reason why.

importMode
  • Type: string

The import mode used by the dataset import job to import new records.

jobName
  • Type: string

The name of the import job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) the dataset was last updated.

publishAttributionMetricsToS3
  • Type: boolean

Whether the job publishes metrics to Amazon S3 for a metric attribution.

roleArn
  • Type: string

The ARN of the IAM role that has permissions to read from the Amazon S3 data source.

status
  • Type: string

The status of the dataset import job.

A dataset import job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

DatasetImportJobSummary

Description

Provides a summary of the properties of a dataset import job. For a complete listing, call the DescribeDatasetImportJob API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset import job was created.

datasetImportJobArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset import job.

failureReason
  • Type: string

If a dataset import job fails, the reason behind the failure.

importMode
  • Type: string

The import mode the dataset import job used to update the data in the dataset. For more information see Updating existing bulk data.

jobName
  • Type: string

The name of the dataset import job.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset import job status was last updated.

status
  • Type: string

The status of the dataset import job.

A dataset import job can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

DatasetSchema

Description

Describes the schema for a dataset. For more information on schemas, see CreateSchema.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the schema was created.

domain
  • Type: string

The domain of a schema that you created for a dataset in a Domain dataset group.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the schema was last updated.

name
  • Type: string

The name of the schema.

schema
  • Type: string

The schema.

schemaArn
  • Type: string

The Amazon Resource Name (ARN) of the schema.

DatasetSchemaSummary

Description

Provides a summary of the properties of a dataset schema. For a complete listing, call the DescribeSchema API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the schema was created.

domain
  • Type: string

The domain of a schema that you created for a dataset in a Domain dataset group.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the schema was last updated.

name
  • Type: string

The name of the schema.

schemaArn
  • Type: string

The Amazon Resource Name (ARN) of the schema.

DatasetSummary

Description

Provides a summary of the properties of a dataset. For a complete listing, call the DescribeDataset API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset was created.

datasetArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset.

datasetType
  • Type: string

The dataset type. One of the following values:

  • Interactions

  • Items

  • Users

  • Event-Interactions

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the dataset was last updated.

name
  • Type: string

The name of the dataset.

status
  • Type: string

The status of the dataset.

A dataset can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

DefaultCategoricalHyperParameterRange

Description

Provides the name and default range of a categorical hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

Members
isTunable
  • Type: boolean

Whether the hyperparameter is tunable.

name
  • Type: string

The name of the hyperparameter.

values
  • Type: Array of strings

A list of the categories for the hyperparameter.

DefaultContinuousHyperParameterRange

Description

Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

Members
isTunable
  • Type: boolean

Whether the hyperparameter is tunable.

maxValue
  • Type: double

The maximum allowable value for the hyperparameter.

minValue
  • Type: double

The minimum allowable value for the hyperparameter.

name
  • Type: string

The name of the hyperparameter.

DefaultHyperParameterRanges

Description

Specifies the hyperparameters and their default ranges. Hyperparameters can be categorical, continuous, or integer-valued.

Members
categoricalHyperParameterRanges
  • Type: Array of DefaultCategoricalHyperParameterRange structures

The categorical hyperparameters and their default ranges.

continuousHyperParameterRanges
  • Type: Array of DefaultContinuousHyperParameterRange structures

The continuous hyperparameters and their default ranges.

integerHyperParameterRanges
  • Type: Array of DefaultIntegerHyperParameterRange structures

The integer-valued hyperparameters and their default ranges.

DefaultIntegerHyperParameterRange

Description

Provides the name and default range of a integer-valued hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

Members
isTunable
  • Type: boolean

Indicates whether the hyperparameter is tunable.

maxValue
  • Type: int

The maximum allowable value for the hyperparameter.

minValue
  • Type: int

The minimum allowable value for the hyperparameter.

name
  • Type: string

The name of the hyperparameter.

EventTracker

Description

Provides information about an event tracker.

Members
accountId
  • Type: string

The Amazon Web Services account that owns the event tracker.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the event tracker was created.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group that receives the event data.

eventTrackerArn
  • Type: string

The ARN of the event tracker.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the event tracker was last updated.

name
  • Type: string

The name of the event tracker.

status
  • Type: string

The status of the event tracker.

An event tracker can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

trackingId
  • Type: string

The ID of the event tracker. Include this ID in requests to the PutEvents API.

EventTrackerSummary

Description

Provides a summary of the properties of an event tracker. For a complete listing, call the DescribeEventTracker API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the event tracker was created.

eventTrackerArn
  • Type: string

The Amazon Resource Name (ARN) of the event tracker.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the event tracker was last updated.

name
  • Type: string

The name of the event tracker.

status
  • Type: string

The status of the event tracker.

An event tracker can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

FeatureTransformation

Description

Provides feature transformation information. Feature transformation is the process of modifying raw input data into a form more suitable for model training.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the feature transformation.

defaultParameters
  • Type: Associative array of custom strings keys (ParameterName) to strings

Provides the default parameters for feature transformation.

featureTransformationArn
  • Type: string

The Amazon Resource Name (ARN) of the FeatureTransformation object.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The last update date and time (in Unix time) of the feature transformation.

name
  • Type: string

The name of the feature transformation.

status
  • Type: string

The status of the feature transformation.

A feature transformation can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

Filter

Description

Contains information on a recommendation filter, including its ARN, status, and filter expression.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the filter was created.

datasetGroupArn
  • Type: string

The ARN of the dataset group to which the filter belongs.

failureReason
  • Type: string

If the filter failed, the reason for its failure.

filterArn
  • Type: string

The ARN of the filter.

filterExpression
  • Type: string

Specifies the type of item interactions to filter out of recommendation results. The filter expression must follow specific format rules. For information about filter expression structure and syntax, see Filter expressions.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the filter was last updated.

name
  • Type: string

The name of the filter.

status
  • Type: string

The status of the filter.

FilterSummary

Description

A short summary of a filter's attributes.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the filter was created.

datasetGroupArn
  • Type: string

The ARN of the dataset group to which the filter belongs.

failureReason
  • Type: string

If the filter failed, the reason for the failure.

filterArn
  • Type: string

The ARN of the filter.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the filter was last updated.

name
  • Type: string

The name of the filter.

status
  • Type: string

The status of the filter.

HPOConfig

Description

Describes the properties for hyperparameter optimization (HPO).

Members
algorithmHyperParameterRanges
  • Type: HyperParameterRanges structure

The hyperparameters and their allowable ranges.

hpoObjective
  • Type: HPOObjective structure

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

hpoResourceConfig
  • Type: HPOResourceConfig structure

Describes the resource configuration for HPO.

HPOObjective

Description

The metric to optimize during hyperparameter optimization (HPO).

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Members
metricName
  • Type: string

The name of the metric.

metricRegex
  • Type: string

A regular expression for finding the metric in the training job logs.

type
  • Type: string

The type of the metric. Valid values are Maximize and Minimize.

HPOResourceConfig

Description

Describes the resource configuration for hyperparameter optimization (HPO).

Members
maxNumberOfTrainingJobs
  • Type: string

The maximum number of training jobs when you create a solution version. The maximum value for maxNumberOfTrainingJobs is 40.

maxParallelTrainingJobs
  • Type: string

The maximum number of parallel training jobs when you create a solution version. The maximum value for maxParallelTrainingJobs is 10.

HyperParameterRanges

Description

Specifies the hyperparameters and their ranges. Hyperparameters can be categorical, continuous, or integer-valued.

Members
categoricalHyperParameterRanges
  • Type: Array of CategoricalHyperParameterRange structures

The categorical hyperparameters and their ranges.

continuousHyperParameterRanges
  • Type: Array of ContinuousHyperParameterRange structures

The continuous hyperparameters and their ranges.

integerHyperParameterRanges
  • Type: Array of IntegerHyperParameterRange structures

The integer-valued hyperparameters and their ranges.

IntegerHyperParameterRange

Description

Provides the name and range of an integer-valued hyperparameter.

Members
maxValue
  • Type: int

The maximum allowable value for the hyperparameter.

minValue
  • Type: int

The minimum allowable value for the hyperparameter.

name
  • Type: string

The name of the hyperparameter.

InvalidInputException

Description

Provide a valid value for the field or parameter.

Members
message
  • Type: string

InvalidNextTokenException

Description

The token is not valid.

Members
message
  • Type: string

LimitExceededException

Description

The limit on the number of requests per second has been exceeded.

Members
message
  • Type: string

MetricAttribute

Description

Contains information on a metric that a metric attribution reports on. For more information, see Measuring impact of recommendations.

Members
eventType
  • Required: Yes
  • Type: string

The metric's event type.

expression
  • Required: Yes
  • Type: string

The attribute's expression. Available functions are SUM() or SAMPLECOUNT(). For SUM() functions, provide the dataset type (either Interactions or Items) and column to sum as a parameter. For example SUM(Items.PRICE).

metricName
  • Required: Yes
  • Type: string

The metric's name. The name helps you identify the metric in Amazon CloudWatch or Amazon S3.

MetricAttribution

Description

Contains information on a metric attribution. A metric attribution creates reports on the data that you import into Amazon Personalize. Depending on how you import the data, you can view reports in Amazon CloudWatch or Amazon S3. For more information, see Measuring impact of recommendations.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The metric attribution's creation date time.

datasetGroupArn
  • Type: string

The metric attribution's dataset group Amazon Resource Name (ARN).

failureReason
  • Type: string

The metric attribution's failure reason.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The metric attribution's last updated date time.

metricAttributionArn
  • Type: string

The metric attribution's Amazon Resource Name (ARN).

metricsOutputConfig
  • Type: MetricAttributionOutput structure

The metric attribution's output configuration.

name
  • Type: string

The metric attribution's name.

status
  • Type: string

The metric attribution's status.

MetricAttributionOutput

Description

The output configuration details for a metric attribution.

Members
roleArn
  • Required: Yes
  • Type: string

The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket and add metrics to Amazon CloudWatch. For more information, see Measuring impact of recommendations.

s3DataDestination
  • Type: S3DataConfig structure

The configuration details of an Amazon S3 input or output bucket.

MetricAttributionSummary

Description

Provides a summary of the properties of a metric attribution. For a complete listing, call the DescribeMetricAttribution.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The metric attribution's creation date time.

failureReason
  • Type: string

The metric attribution's failure reason.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The metric attribution's last updated date time.

metricAttributionArn
  • Type: string

The metric attribution's Amazon Resource Name (ARN).

name
  • Type: string

The name of the metric attribution.

status
  • Type: string

The metric attribution's status.

OptimizationObjective

Description

Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.

Members
itemAttribute
  • Type: string

The numerical metadata column in an Items dataset related to the optimization objective. For example, VIDEO_LENGTH (to maximize streaming minutes), or PRICE (to maximize revenue).

objectiveSensitivity
  • Type: string

Specifies how Amazon Personalize balances the importance of your optimization objective versus relevance.

Recipe

Description

Provides information about a recipe. Each recipe provides an algorithm that Amazon Personalize uses in model training when you use the CreateSolution operation.

Members
algorithmArn
  • Type: string

The Amazon Resource Name (ARN) of the algorithm that Amazon Personalize uses to train the model.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recipe was created.

description
  • Type: string

The description of the recipe.

featureTransformationArn
  • Type: string

The ARN of the FeatureTransformation object.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recipe was last updated.

name
  • Type: string

The name of the recipe.

recipeArn
  • Type: string

The Amazon Resource Name (ARN) of the recipe.

recipeType
  • Type: string

One of the following values:

  • PERSONALIZED_RANKING

  • RELATED_ITEMS

  • USER_PERSONALIZATION

status
  • Type: string

The status of the recipe.

RecipeSummary

Description

Provides a summary of the properties of a recipe. For a complete listing, call the DescribeRecipe API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the recipe was created.

domain
  • Type: string

The domain of the recipe (if the recipe is a Domain dataset group use case).

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the recipe was last updated.

name
  • Type: string

The name of the recipe.

recipeArn
  • Type: string

The Amazon Resource Name (ARN) of the recipe.

status
  • Type: string

The status of the recipe.

Recommender

Description

Describes a recommendation generator for a Domain dataset group. You create a recommender in a Domain dataset group for a specific domain use case (domain recipe), and specify the recommender in a GetRecommendations request.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recommender was created.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.

failureReason
  • Type: string

If a recommender fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recommender was last updated.

latestRecommenderUpdate
  • Type: RecommenderUpdateSummary structure

Provides a summary of the latest updates to the recommender.

modelMetrics
  • Type: Associative array of custom strings keys (MetricName) to doubles

Provides evaluation metrics that help you determine the performance of a recommender. For more information, see Evaluating a recommender.

name
  • Type: string

The name of the recommender.

recipeArn
  • Type: string

The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.

recommenderArn
  • Type: string

The Amazon Resource Name (ARN) of the recommender.

recommenderConfig
  • Type: RecommenderConfig structure

The configuration details of the recommender.

status
  • Type: string

The status of the recommender.

A recommender can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE

  • DELETE PENDING > DELETE IN_PROGRESS

RecommenderConfig

Description

The configuration details of the recommender.

Members
itemExplorationConfig
  • Type: Associative array of custom strings keys (ParameterName) to strings

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

minRecommendationRequestsPerSecond
  • Type: int

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.

RecommenderSummary

Description

Provides a summary of the properties of the recommender.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recommender was created.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recommender was last updated.

name
  • Type: string

The name of the recommender.

recipeArn
  • Type: string

The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.

recommenderArn
  • Type: string

The Amazon Resource Name (ARN) of the recommender.

recommenderConfig
  • Type: RecommenderConfig structure

The configuration details of the recommender.

status
  • Type: string

The status of the recommender. A recommender can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE

  • DELETE PENDING > DELETE IN_PROGRESS

RecommenderUpdateSummary

Description

Provides a summary of the properties of a recommender update. For a complete listing, call the DescribeRecommender API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix format) that the recommender update was created.

failureReason
  • Type: string

If a recommender update fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the recommender update was last updated.

recommenderConfig
  • Type: RecommenderConfig structure

The configuration details of the recommender update.

status
  • Type: string

The status of the recommender update.

A recommender can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE

  • DELETE PENDING > DELETE IN_PROGRESS

ResourceAlreadyExistsException

Description

The specified resource already exists.

Members
message
  • Type: string

ResourceInUseException

Description

The specified resource is in use.

Members
message
  • Type: string

ResourceNotFoundException

Description

Could not find the specified resource.

Members
message
  • Type: string

S3DataConfig

Description

The configuration details of an Amazon S3 input or output bucket.

Members
kmsKeyArn
  • Type: string

The Amazon Resource Name (ARN) of the Key Management Service (KMS) key that Amazon Personalize uses to encrypt or decrypt the input and output files.

path
  • Required: Yes
  • Type: string

The file path of the Amazon S3 bucket.

Solution

Description

An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign.

Members
autoMLResult
  • Type: AutoMLResult structure

When performAutoML is true, specifies the best recipe found.

creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The creation date and time (in Unix time) of the solution.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group that provides the training data.

eventType
  • Type: string

The event type (for example, 'click' or 'like') that is used for training the model. If no eventType is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the solution was last updated.

latestSolutionVersion
  • Type: SolutionVersionSummary structure

Describes the latest version of the solution, including the status and the ARN.

name
  • Type: string

The name of the solution.

performAutoML
  • Type: boolean

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration (recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

performHPO
  • Type: boolean

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

recipeArn
  • Type: string

The ARN of the recipe used to create the solution.

solutionArn
  • Type: string

The ARN of the solution.

solutionConfig
  • Type: SolutionConfig structure

Describes the configuration properties for the solution.

status
  • Type: string

The status of the solution.

A solution can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

SolutionConfig

Description

Describes the configuration properties for the solution.

Members
algorithmHyperParameters
  • Type: Associative array of custom strings keys (ParameterName) to strings

Lists the hyperparameter names and ranges.

autoMLConfig
  • Type: AutoMLConfig structure

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

eventValueThreshold
  • Type: string

Only events with a value greater than or equal to this threshold are used for training a model.

featureTransformationParameters
  • Type: Associative array of custom strings keys (ParameterName) to strings

Lists the feature transformation parameters.

hpoConfig
  • Type: HPOConfig structure

Describes the properties for hyperparameter optimization (HPO).

optimizationObjective
  • Type: OptimizationObjective structure

Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.

SolutionSummary

Description

Provides a summary of the properties of a solution. For a complete listing, call the DescribeSolution API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the solution was created.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the solution was last updated.

name
  • Type: string

The name of the solution.

recipeArn
  • Type: string

The Amazon Resource Name (ARN) of the recipe used by the solution.

solutionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution.

status
  • Type: string

The status of the solution.

A solution can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

SolutionVersion

Description

An object that provides information about a specific version of a Solution in a Custom dataset group.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that this version of the solution was created.

datasetGroupArn
  • Type: string

The Amazon Resource Name (ARN) of the dataset group providing the training data.

eventType
  • Type: string

The event type (for example, 'click' or 'like') that is used for training the model.

failureReason
  • Type: string

If training a solution version fails, the reason for the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the solution was last updated.

name
  • Type: string

The name of the solution version.

performAutoML
  • Type: boolean

When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses recipeArn.

performHPO
  • Type: boolean

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

recipeArn
  • Type: string

The ARN of the recipe used in the solution.

solutionArn
  • Type: string

The ARN of the solution.

solutionConfig
  • Type: SolutionConfig structure

Describes the configuration properties for the solution.

solutionVersionArn
  • Type: string

The ARN of the solution version.

status
  • Type: string

The status of the solution version.

A solution version can be in one of the following states:

  • CREATE PENDING

  • CREATE IN_PROGRESS

  • ACTIVE

  • CREATE FAILED

  • CREATE STOPPING

  • CREATE STOPPED

trainingHours
  • Type: double

The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.

trainingMode
  • Type: string

The scope of training to be performed when creating the solution version. The FULL option trains the solution version based on the entirety of the input solution's training data, while the UPDATE option processes only the data that has changed in comparison to the input solution. Choose UPDATE when you want to incrementally update your solution version instead of creating an entirely new one.

The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.

tunedHPOParams
  • Type: TunedHPOParams structure

If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.

SolutionVersionSummary

Description

Provides a summary of the properties of a solution version. For a complete listing, call the DescribeSolutionVersion API.

Members
creationDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that this version of a solution was created.

failureReason
  • Type: string

If a solution version fails, the reason behind the failure.

lastUpdatedDateTime
  • Type: timestamp (string|DateTime or anything parsable by strtotime)

The date and time (in Unix time) that the solution version was last updated.

solutionVersionArn
  • Type: string

The Amazon Resource Name (ARN) of the solution version.

status
  • Type: string

The status of the solution version.

A solution version can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

Tag

Description

The optional metadata that you apply to resources to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define. For more information see Tagging Personalize resources.

Members
tagKey
  • Required: Yes
  • Type: string

One part of a key-value pair that makes up a tag. A key is a general label that acts like a category for more specific tag values.

tagValue
  • Required: Yes
  • Type: string

The optional part of a key-value pair that makes up a tag. A value acts as a descriptor within a tag category (key).

TooManyTagKeysException

Description

The request contains more tag keys than can be associated with a resource (50 tag keys per resource).

Members
message
  • Type: string

TooManyTagsException

Description

You have exceeded the maximum number of tags you can apply to this resource.

Members
message
  • Type: string

TunedHPOParams

Description

If hyperparameter optimization (HPO) was performed, contains the hyperparameter values of the best performing model.

Members
algorithmHyperParameters
  • Type: Associative array of custom strings keys (ParameterName) to strings

A list of the hyperparameter values of the best performing model.

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