personalize

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 Go to latest Published: Aug 3, 2026 License: MIT Imports: 20 Imported by: 0

README

Personalize

Parity grade: A · SDK aws-sdk-go-v2/service/personalize@v1.47.11 · last audited 2026-07-23 (12cf224d)

Coverage

Metric Value
Operations audited 73 (73 ok)
Feature families 2 (2 ok)
Known gaps 2
Deferred items 2
Resource leaks clean
Known gaps
    • SolutionVersion does not model datasetGroupArn/eventType/performAutoML/ performHPO/performIncrementalUpdate/recipeArn/failureReason -- real AWS copies these from the parent Solution onto each trained version (verified against types.SolutionVersion). Discovered field-diffing this pass; additive-only, low-traffic fields, deferred rather than fixed alongside the FK-validation/config-round-trip work (needs a bd issue).
    • Solution.latestSolutionVersion (types.SolutionVersionSummary of the most recently created version) is not modeled on DescribeSolution -- would require a cross-table lookup (scan solutionVersions for the given solutionArn, pick the max by CreationDateTime) that the current describeSolution/solutionToMap pure-function shape doesn't have backend access to do; deferred rather than plumbed through piecemeal this pass (needs a bd issue).
Deferred
    • SolutionVersion/Solution.latestSolutionVersion missing fields (see gaps)
    • itemExplorationConfig/trainingDataConfig/AutoMLConfig/AutoTrainingConfig/ HPOConfig/EventsConfig sub-objects inside CampaignConfig/ RecommenderConfig/SolutionConfig are round-tripped opaquely (whatever the caller sends comes back unmodified on Describe/List) rather than deeply typed/interpreted server-side -- matches the DataSource/JobOutput/ MetricsOutputConfig pattern used elsewhere in this backend for deeply nested optional AWS structures. This is sufficient for wire-shape parity (an emulator has no training loop to actually interpret HPO/AutoML hyperparameters against) but is noted here since it is a deliberate modeling simplification, not an oversight.

More

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var (
	// ErrNotFound is returned when a requested resource is absent.
	ErrNotFound = awserr.New("ResourceNotFoundException", awserr.ErrNotFound)
	// ErrAlreadyExists is returned when a resource name already exists.
	ErrAlreadyExists = awserr.New("ResourceAlreadyExistsException", awserr.ErrAlreadyExists)
	// ErrValidation is returned when a request is invalid.
	ErrValidation = awserr.New("InvalidInputException", awserr.ErrInvalidParameter)
	// ErrInUse is returned when a resource cannot be deleted because it is in use.
	ErrInUse = awserr.New("ResourceInUseException", awserr.ErrConflict)
)
View Source 
var ErrNilAppContext = errors.New("personalize: nil AppContext")

ErrNilAppContext is returned when Provider.Init is called with a nil AppContext.

Functions

This section is empty.

Types

type BatchInferenceJob 

type BatchInferenceJob struct {
	CreationDateTime     time.Time
	LastUpdatedDateTime  time.Time
	JobInput             map[string]any
	JobOutput            map[string]any
	BatchInferenceJobArn string
	SolutionVersionArn   string
	JobName              string
	RoleArn              string
	Status               string
}

BatchInferenceJob stores an async batch inference job.

type BatchSegmentJob 

type BatchSegmentJob struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	JobInput            map[string]any
	JobOutput           map[string]any
	BatchSegmentJobArn  string
	SolutionVersionArn  string
	JobName             string
	RoleArn             string
	Status              string
}

BatchSegmentJob stores an async batch segment job.

type Campaign 

type Campaign struct {
	CreationDateTime     time.Time
	LastUpdatedDateTime  time.Time
	CampaignConfig       map[string]any
	LatestCampaignUpdate map[string]any
	CampaignArn          string
	SolutionVersionArn   string
	Name                 string
	Status               string
	MinProvisionedTPS    int32
}

Campaign stores an Amazon Personalize campaign.

type DataDeletionJob 

type DataDeletionJob struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	DataSource          map[string]any
	DataDeletionJobArn  string
	DatasetGroupArn     string
	JobName             string
	RoleArn             string
	Status              string
	NumDeleted          int32
}

DataDeletionJob stores an async data deletion job.

type Dataset 

type Dataset struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	DatasetArn          string
	DatasetGroupArn     string
	SchemaArn           string
	Name                string
	DatasetType         string
	Status              string
}

Dataset stores an Amazon Personalize dataset.

type DatasetExportJob 

type DatasetExportJob struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	JobOutput           map[string]any
	DatasetExportJobArn string
	DatasetArn          string
	JobName             string
	RoleArn             string
	Status              string
}

DatasetExportJob stores an async dataset export job.

type DatasetGroup 

type DatasetGroup struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	DatasetGroupArn     string
	Name                string
	Domain              string
	KmsKeyArn           string
	RoleArn             string
	FailureReason       string
	Status              string
}

DatasetGroup stores an Amazon Personalize dataset group.

type DatasetImportJob 

type DatasetImportJob struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	DataSource          map[string]any
	DatasetImportJobArn string
	DatasetArn          string
	JobName             string
	RoleArn             string
	Status              string
}

DatasetImportJob stores an async dataset import job.

type EventTracker 

type EventTracker struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	EventTrackerArn     string
	DatasetGroupArn     string
	Name                string
	TrackingID          string
	Status              string
}

EventTracker stores an Amazon Personalize event tracker.

type Filter 

type Filter struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	FilterArn           string
	DatasetGroupArn     string
	Name                string
	FilterExpression    string
	Status              string
}

Filter stores an Amazon Personalize filter.

type Handler 

type Handler struct {
	Backend *InMemoryBackend
	// contains filtered or unexported fields
}

Handler serves Amazon Personalize JSON operations.

func NewHandler 

func NewHandler(backend *InMemoryBackend) *Handler

NewHandler creates a Personalize handler backed by in-memory state.

func (*Handler) ChaosOperations 

func (h *Handler) ChaosOperations() []string

ChaosOperations returns fault-injectable operations.

func (*Handler) ChaosRegions 

func (h *Handler) ChaosRegions() []string

ChaosRegions returns configured service region.

func (*Handler) ChaosServiceName 

func (h *Handler) ChaosServiceName() string

ChaosServiceName returns service key for fault matching.

func (*Handler) ExtractOperation 

func (h *Handler) ExtractOperation(c *echo.Context) string

ExtractOperation returns the operation name from the request target.

func (*Handler) ExtractResource 

func (h *Handler) ExtractResource(_ *echo.Context) string

ExtractResource returns an empty string (no generic resource identifier).

func (*Handler) GetSupportedOperations 

func (h *Handler) GetSupportedOperations() []string

GetSupportedOperations returns all implemented operation names.

func (*Handler) Handler 

func (h *Handler) Handler() echo.HandlerFunc

Handler returns the Echo HTTP handler.

func (*Handler) MatchPriority 

func (h *Handler) MatchPriority() int

MatchPriority returns header matching priority.

func (*Handler) Name 

func (h *Handler) Name() string

Name returns service name.

func (*Handler) Reset 

func (h *Handler) Reset()

Reset clears all backend state for the /_gopherstack/reset test hook.

func (*Handler) Restore 

func (h *Handler) Restore(ctx context.Context, data []byte) error

Restore implements persistence.Persistable by delegating to the backend.

func (*Handler) RouteMatcher 

func (h *Handler) RouteMatcher() service.Matcher

RouteMatcher matches Personalize and Personalize Runtime X-Amz-Target headers.

func (*Handler) Snapshot 

func (h *Handler) Snapshot(ctx context.Context) []byte

Snapshot implements persistence.Persistable by delegating to the backend. Before this, Handler had no Snapshot/Restore of its own and InMemoryBackend had no persistence at all -- Personalize was entirely excluded from Gopherstack's persistence.Manager (it type-asserts each service's Registerable to persistence.Persistable). This is the Phase 3.3 dead-wiring fix: Personalize now round-trips full state like every other converted service.

type InMemoryBackend 

type InMemoryBackend struct {
	// contains filtered or unexported fields
}

InMemoryBackend stores Amazon Personalize state.

func NewInMemoryBackend 

func NewInMemoryBackend(accountID, region string) *InMemoryBackend

NewInMemoryBackend returns a stateful Amazon Personalize backend.

func (*InMemoryBackend) CreateBatchInferenceJob 

func (b *InMemoryBackend) CreateBatchInferenceJob(
	jobName, solutionVersionArn, roleArn string,
	jobInput, jobOutput map[string]any,
	tags map[string]string,
) (*BatchInferenceJob, error)

CreateBatchInferenceJob creates a new batch inference job.

func (*InMemoryBackend) CreateBatchSegmentJob 

func (b *InMemoryBackend) CreateBatchSegmentJob(
	jobName, solutionVersionArn, roleArn string,
	jobInput, jobOutput map[string]any,
	tags map[string]string,
) (*BatchSegmentJob, error)

CreateBatchSegmentJob creates a new batch segment job.

func (*InMemoryBackend) CreateCampaign 

func (b *InMemoryBackend) CreateCampaign(
	name, solutionVersionArn string,
	minProvisionedTPS int32,
	campaignConfig map[string]any,
	tags map[string]string,
) (*Campaign, error)

CreateCampaign creates a new campaign.

func (*InMemoryBackend) CreateDataDeletionJob 

func (b *InMemoryBackend) CreateDataDeletionJob(
	jobName, datasetGroupArn, roleArn string,
	dataSource map[string]any,
	tags map[string]string,
) (*DataDeletionJob, error)

CreateDataDeletionJob creates a new data deletion job.

func (*InMemoryBackend) CreateDataset 

func (b *InMemoryBackend) CreateDataset(
	name, datasetGroupArn, datasetType, schemaArn string,
	tags map[string]string,
) (*Dataset, error)

CreateDataset creates a new dataset.

func (*InMemoryBackend) CreateDatasetExportJob 

func (b *InMemoryBackend) CreateDatasetExportJob(
	jobName, datasetArn, roleArn string,
	jobOutput map[string]any,
	tags map[string]string,
) (*DatasetExportJob, error)

CreateDatasetExportJob creates a new dataset export job.

func (*InMemoryBackend) CreateDatasetGroup 

func (b *InMemoryBackend) CreateDatasetGroup(
	name, domain, kmsKeyArn, roleArn string,
	tags map[string]string,
) (*DatasetGroup, error)

CreateDatasetGroup creates a new dataset group.

func (*InMemoryBackend) CreateDatasetImportJob 

func (b *InMemoryBackend) CreateDatasetImportJob(
	jobName, datasetArn, roleArn string,
	dataSource map[string]any,
	tags map[string]string,
) (*DatasetImportJob, error)

CreateDatasetImportJob creates a new dataset import job.

func (*InMemoryBackend) CreateEventTracker 

func (b *InMemoryBackend) CreateEventTracker(
	name, datasetGroupArn string,
	tags map[string]string,
) (*EventTracker, error)

CreateEventTracker creates a new event tracker.

func (*InMemoryBackend) CreateFilter 

func (b *InMemoryBackend) CreateFilter(
	name, datasetGroupArn, filterExpression string,
	tags map[string]string,
) (*Filter, error)

CreateFilter creates a new filter.

func (*InMemoryBackend) CreateMetricAttribution 

func (b *InMemoryBackend) CreateMetricAttribution(
	name, datasetGroupArn string,
	metrics []MetricAttribute,
	metricsOutputConfig map[string]any,
	tags map[string]string,
) (*MetricAttribution, error)

CreateMetricAttribution creates a new metric attribution. metrics is a required field on the real CreateMetricAttribution API (a list of the event-type/expression pairs to track), not an optional passthrough.

func (*InMemoryBackend) CreateRecommender 

func (b *InMemoryBackend) CreateRecommender(
	name, datasetGroupArn, recipeArn string,
	minRPS int32,
	recommenderConfig map[string]any,
	tags map[string]string,
) (*Recommender, error)

CreateRecommender creates a new recommender.

func (*InMemoryBackend) CreateSchema 

func (b *InMemoryBackend) CreateSchema(name, schema, domain string) (*Schema, error)

CreateSchema creates a new schema.

func (*InMemoryBackend) CreateSolution 

func (b *InMemoryBackend) CreateSolution(
	name, datasetGroupArn, recipeArn, eventType string,
	performAutoML, performHPO, performAutoTraining, performIncrementalUpdate bool,
	solutionConfig map[string]any,
	tags map[string]string,
) (*Solution, error)

CreateSolution creates a new solution. performAutoTraining defaults to true in the real API when the caller omits it, so it is passed as an already caller-resolved bool rather than re-defaulted here.

func (*InMemoryBackend) CreateSolutionVersion 

func (b *InMemoryBackend) CreateSolutionVersion(
	solutionArn, trainingMode string,
	tags map[string]string,
) (*SolutionVersion, error)

CreateSolutionVersion creates a new solution version.

func (*InMemoryBackend) DeleteCampaign 

func (b *InMemoryBackend) DeleteCampaign(nameOrArn string) error

DeleteCampaign removes a campaign.

func (*InMemoryBackend) DeleteDataset 

func (b *InMemoryBackend) DeleteDataset(nameOrArn string) error

DeleteDataset removes a dataset.

func (*InMemoryBackend) DeleteDatasetGroup 

func (b *InMemoryBackend) DeleteDatasetGroup(nameOrArn string) error

DeleteDatasetGroup removes a dataset group.

func (*InMemoryBackend) DeleteEventTracker 

func (b *InMemoryBackend) DeleteEventTracker(nameOrArn string) error

DeleteEventTracker removes an event tracker.

func (*InMemoryBackend) DeleteFilter 

func (b *InMemoryBackend) DeleteFilter(nameOrArn string) error

DeleteFilter removes a filter.

func (*InMemoryBackend) DeleteMetricAttribution 

func (b *InMemoryBackend) DeleteMetricAttribution(nameOrArn string) error

DeleteMetricAttribution removes a metric attribution.

func (*InMemoryBackend) DeleteRecommender 

func (b *InMemoryBackend) DeleteRecommender(nameOrArn string) error

DeleteRecommender removes a recommender.

func (*InMemoryBackend) DeleteSchema 

func (b *InMemoryBackend) DeleteSchema(nameOrArn string) error

DeleteSchema removes a schema.

func (*InMemoryBackend) DeleteSolution 

func (b *InMemoryBackend) DeleteSolution(nameOrArn string) error

DeleteSolution removes a solution.

func (*InMemoryBackend) DescribeBatchInferenceJob 

func (b *InMemoryBackend) DescribeBatchInferenceJob(jobArn string) (*BatchInferenceJob, error)

DescribeBatchInferenceJob returns a batch inference job by ARN.

func (*InMemoryBackend) DescribeBatchSegmentJob 

func (b *InMemoryBackend) DescribeBatchSegmentJob(jobArn string) (*BatchSegmentJob, error)

DescribeBatchSegmentJob returns a batch segment job by ARN.

func (*InMemoryBackend) DescribeCampaign 

func (b *InMemoryBackend) DescribeCampaign(nameOrArn string) (*Campaign, error)

DescribeCampaign returns a campaign by name or ARN.

func (*InMemoryBackend) DescribeDataDeletionJob 

func (b *InMemoryBackend) DescribeDataDeletionJob(jobArn string) (*DataDeletionJob, error)

DescribeDataDeletionJob returns a data deletion job by ARN.

func (*InMemoryBackend) DescribeDataset 

func (b *InMemoryBackend) DescribeDataset(nameOrArn string) (*Dataset, error)

DescribeDataset returns a dataset by name or ARN.

func (*InMemoryBackend) DescribeDatasetExportJob 

func (b *InMemoryBackend) DescribeDatasetExportJob(jobArn string) (*DatasetExportJob, error)

DescribeDatasetExportJob returns a dataset export job by ARN.

func (*InMemoryBackend) DescribeDatasetGroup 

func (b *InMemoryBackend) DescribeDatasetGroup(nameOrArn string) (*DatasetGroup, error)

DescribeDatasetGroup returns a dataset group by name or ARN.

func (*InMemoryBackend) DescribeDatasetImportJob 

func (b *InMemoryBackend) DescribeDatasetImportJob(jobArn string) (*DatasetImportJob, error)

DescribeDatasetImportJob returns a dataset import job by ARN.

func (*InMemoryBackend) DescribeEventTracker 

func (b *InMemoryBackend) DescribeEventTracker(nameOrArn string) (*EventTracker, error)

DescribeEventTracker returns an event tracker by name or ARN.

func (*InMemoryBackend) DescribeFilter 

func (b *InMemoryBackend) DescribeFilter(nameOrArn string) (*Filter, error)

DescribeFilter returns a filter by name or ARN.

func (*InMemoryBackend) DescribeMetricAttribution 

func (b *InMemoryBackend) DescribeMetricAttribution(nameOrArn string) (*MetricAttribution, error)

DescribeMetricAttribution returns a metric attribution by name or ARN.

func (*InMemoryBackend) DescribeRecommender 

func (b *InMemoryBackend) DescribeRecommender(nameOrArn string) (*Recommender, error)

DescribeRecommender returns a recommender by name or ARN.

func (*InMemoryBackend) DescribeSchema 

func (b *InMemoryBackend) DescribeSchema(nameOrArn string) (*Schema, error)

DescribeSchema returns a schema by name or ARN.

func (*InMemoryBackend) DescribeSolution 

func (b *InMemoryBackend) DescribeSolution(nameOrArn string) (*Solution, error)

DescribeSolution returns a solution by name or ARN.

func (*InMemoryBackend) DescribeSolutionVersion 

func (b *InMemoryBackend) DescribeSolutionVersion(svArn string) (*SolutionVersion, error)

DescribeSolutionVersion returns a solution version by ARN.

func (*InMemoryBackend) GetFeatureTransformation 

func (b *InMemoryBackend) GetFeatureTransformation(arnOrName string) (*storedFeatureTransformation, error)

GetFeatureTransformation looks up a feature transformation by ARN or name.

func (*InMemoryBackend) GetSolutionMetrics 

func (b *InMemoryBackend) GetSolutionMetrics(svArn string) (map[string]any, error)

GetSolutionMetrics returns deterministic accuracy metrics for a solution version. Values are derived from the ARN hash so each solution version gets distinct (but stable) metrics.

func (*InMemoryBackend) ListBatchInferenceJobs 

func (b *InMemoryBackend) ListBatchInferenceJobs(
	solutionVersionArn string,
	maxResults int,
	nextToken string,
) ([]*BatchInferenceJob, string)

ListBatchInferenceJobs returns batch inference jobs, optionally filtered by solution version ARN.

func (*InMemoryBackend) ListBatchSegmentJobs 

func (b *InMemoryBackend) ListBatchSegmentJobs(
	solutionVersionArn string,
	maxResults int,
	nextToken string,
) ([]*BatchSegmentJob, string)

ListBatchSegmentJobs returns batch segment jobs, optionally filtered by solution version ARN.

func (*InMemoryBackend) ListCampaigns 

func (b *InMemoryBackend) ListCampaigns(solutionArn string, maxResults int, nextToken string) ([]*Campaign, string)

ListCampaigns returns campaigns, optionally filtered by solution ARN.

func (*InMemoryBackend) ListDataDeletionJobs 

func (b *InMemoryBackend) ListDataDeletionJobs(
	datasetGroupArn string,
	maxResults int,
	nextToken string,
) ([]*DataDeletionJob, string)

ListDataDeletionJobs returns data deletion jobs, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListDatasetExportJobs 

func (b *InMemoryBackend) ListDatasetExportJobs(
	datasetArn string,
	maxResults int,
	nextToken string,
) ([]*DatasetExportJob, string)

ListDatasetExportJobs returns export jobs, optionally filtered by dataset ARN.

func (*InMemoryBackend) ListDatasetGroups 

func (b *InMemoryBackend) ListDatasetGroups(maxResults int, nextToken string) ([]*DatasetGroup, string)

ListDatasetGroups returns all dataset groups.

func (*InMemoryBackend) ListDatasetImportJobs 

func (b *InMemoryBackend) ListDatasetImportJobs(
	datasetArn string,
	maxResults int,
	nextToken string,
) ([]*DatasetImportJob, string)

ListDatasetImportJobs returns import jobs, optionally filtered by dataset ARN.

func (*InMemoryBackend) ListDatasets 

func (b *InMemoryBackend) ListDatasets(datasetGroupArn string, maxResults int, nextToken string) ([]*Dataset, string)

ListDatasets returns datasets, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListEventTrackers 

func (b *InMemoryBackend) ListEventTrackers(
	datasetGroupArn string,
	maxResults int,
	nextToken string,
) ([]*EventTracker, string)

ListEventTrackers returns event trackers, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListFilters 

func (b *InMemoryBackend) ListFilters(datasetGroupArn string, maxResults int, nextToken string) ([]*Filter, string)

ListFilters returns filters, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListMetricAttributionMetrics 

func (b *InMemoryBackend) ListMetricAttributionMetrics(
	metricAttributionArn string,
	maxResults int,
	nextToken string,
) ([]MetricAttribute, string, error)

ListMetricAttributionMetrics returns the metric attribution's own tracked metrics (as configured via CreateMetricAttribution/UpdateMetricAttribution) with pagination, rather than a fabricated static list.

func (*InMemoryBackend) ListMetricAttributions 

func (b *InMemoryBackend) ListMetricAttributions(
	datasetGroupArn string,
	maxResults int,
	nextToken string,
) ([]*MetricAttribution, string)

ListMetricAttributions returns metric attributions, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListRecommenders 

func (b *InMemoryBackend) ListRecommenders(
	datasetGroupArn string,
	maxResults int,
	nextToken string,
) ([]*Recommender, string)

ListRecommenders returns recommenders, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListSchemas 

func (b *InMemoryBackend) ListSchemas(maxResults int, nextToken string) ([]*Schema, string)

ListSchemas returns all schemas.

func (*InMemoryBackend) ListSolutionVersions 

func (b *InMemoryBackend) ListSolutionVersions(
	solutionArn string,
	maxResults int,
	nextToken string,
) ([]*SolutionVersion, string)

ListSolutionVersions returns solution versions for a given solution ARN.

func (*InMemoryBackend) ListSolutions 

func (b *InMemoryBackend) ListSolutions(
	datasetGroupArn string,
	maxResults int,
	nextToken string,
) ([]*Solution, string)

ListSolutions returns solutions, optionally filtered by dataset group ARN.

func (*InMemoryBackend) ListTagsForResource 

func (b *InMemoryBackend) ListTagsForResource(resourceArn string) (map[string]string, error)

ListTagsForResource returns tags for a resource.

func (*InMemoryBackend) Region 

func (b *InMemoryBackend) Region() string

Region returns the configured region.

func (*InMemoryBackend) Reset 

func (b *InMemoryBackend) Reset()

Reset clears all in-memory Personalize state for the /_gopherstack/reset test hook so suites start from a clean slate.

func (*InMemoryBackend) Restore 

func (b *InMemoryBackend) Restore(ctx context.Context, data []byte) error

Restore deserializes state from JSON. It implements persistence.Persistable.

func (*InMemoryBackend) Snapshot 

func (b *InMemoryBackend) Snapshot(ctx context.Context) []byte

Snapshot serializes current state to JSON. It implements persistence.Persistable.

func (*InMemoryBackend) StartRecommender 

func (b *InMemoryBackend) StartRecommender(recommenderArn string) (*Recommender, error)

StartRecommender transitions a recommender to ACTIVE.

func (*InMemoryBackend) StopRecommender 

func (b *InMemoryBackend) StopRecommender(recommenderArn string) (*Recommender, error)

StopRecommender transitions a recommender to INACTIVE.

func (*InMemoryBackend) StopSolutionVersionCreation 

func (b *InMemoryBackend) StopSolutionVersionCreation(svArn string) error

StopSolutionVersionCreation transitions a solution version to CREATE STOPPED.

func (*InMemoryBackend) TagResource 

func (b *InMemoryBackend) TagResource(resourceArn string, newTags map[string]string) error

TagResource adds tags to a resource identified by ARN.

func (*InMemoryBackend) UntagResource 

func (b *InMemoryBackend) UntagResource(resourceArn string, keys []string) error

UntagResource removes tags from a resource.

func (*InMemoryBackend) UpdateCampaign 

func (b *InMemoryBackend) UpdateCampaign(
	nameOrArn, solutionVersionArn string,
	minProvisionedTPS int32,
	campaignConfig map[string]any,
) (*Campaign, error)

UpdateCampaign updates a campaign's solution version, TPS, or config. Every successful call records a types.CampaignUpdateSummary-shaped snapshot on LatestCampaignUpdate -- the real API only populates that field once the campaign has had at least one update.

func (*InMemoryBackend) UpdateDataset 

func (b *InMemoryBackend) UpdateDataset(nameOrArn, schemaArn string) (*Dataset, error)

UpdateDataset updates a dataset's schema.

func (*InMemoryBackend) UpdateMetricAttribution 

func (b *InMemoryBackend) UpdateMetricAttribution(
	nameOrArn string,
	addMetrics []MetricAttribute,
	removeMetrics []string,
	metricsOutputConfig map[string]any,
) (*MetricAttribution, error)

UpdateMetricAttribution updates a metric attribution's tracked metrics and/or output config. The real UpdateMetricAttribution API has no single "metrics" replacement field -- it mutates the existing metric list via addMetrics/removeMetrics (by metricName), matching AddMetrics/RemoveMetrics on the request.

func (*InMemoryBackend) UpdateRecommender 

func (b *InMemoryBackend) UpdateRecommender(
	nameOrArn string,
	minRPS int32,
	recommenderConfig map[string]any,
) (*Recommender, error)

UpdateRecommender updates a recommender's configuration. recommenderConfig is required on the real UpdateRecommenderInput; every successful call records a types.RecommenderUpdateSummary-shaped snapshot on LatestRecommenderUpdate, matching real AWS which only populates that field once the recommender has had at least one update.

func (*InMemoryBackend) UpdateSolution 

func (b *InMemoryBackend) UpdateSolution(
	nameOrArn string,
	performAutoTraining, performIncrementalUpdate *bool,
) (*Solution, error)

UpdateSolution updates a solution's automatic-training configuration. The real UpdateSolution API only mutates performAutoTraining and performIncrementalUpdate (performAutoML/performHPO are immutable, creation-only fields) -- nil means "not specified in the request", leaving the current value untouched, matching the optional *bool request members.

func (*InMemoryBackend) ValidateCampaign 

func (b *InMemoryBackend) ValidateCampaign(campaignArn string) error

ValidateCampaign returns nil if campaignArn resolves to an existing campaign.

func (*InMemoryBackend) ValidateCampaignOrRecommender 

func (b *InMemoryBackend) ValidateCampaignOrRecommender(campaignArn, recommenderArn string) error

ValidateCampaignOrRecommender returns nil if either campaignArn or recommenderArn resolves to an existing resource. Returns ErrNotFound if neither exists.

type MetricAttribute 

type MetricAttribute struct {
	EventType  string
	Expression string
	MetricName string
}

MetricAttribute describes a single tracked metric within a metric attribution: an event type and the expression (SUM()/SAMPLECOUNT()) used to compute it.

type MetricAttribution 

type MetricAttribution struct {
	CreationDateTime     time.Time
	LastUpdatedDateTime  time.Time
	MetricsOutputConfig  map[string]any
	MetricAttributionArn string
	DatasetGroupArn      string
	Name                 string
	Status               string
	Metrics              []MetricAttribute
}

MetricAttribution stores an Amazon Personalize metric attribution.

type Provider 

type Provider struct{}

Provider implements service.Provider for the Personalize service.

func (*Provider) Init 

func (p *Provider) Init(ctx *service.AppContext) (service.Registerable, error)

Init initializes the Personalize backend and handler.

func (*Provider) Name 

func (p *Provider) Name() string

Name returns the logical name of the provider.

type Recommender 

type Recommender struct {
	CreationDateTime                   time.Time
	LastUpdatedDateTime                time.Time
	RecommenderConfig                  map[string]any
	LatestRecommenderUpdate            map[string]any
	RecommenderArn                     string
	DatasetGroupArn                    string
	RecipeArn                          string
	Name                               string
	Status                             string
	MinRecommendationRequestsPerSecond int32
}

Recommender stores an Amazon Personalize recommender.

type Schema 

type Schema struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	SchemaArn           string
	Name                string
	Schema              string
	Domain              string
}

Schema stores an Amazon Personalize schema.

type Solution 

type Solution struct {
	LastUpdatedDateTime      time.Time
	CreationDateTime         time.Time
	SolutionConfig           map[string]any
	AutoMLResult             map[string]any
	LatestSolutionUpdate     map[string]any
	DatasetGroupArn          string
	EventType                string
	Status                   string
	RecipeArn                string
	Name                     string
	SolutionArn              string
	PerformAutoML            bool
	PerformHPO               bool
	PerformAutoTraining      bool
	PerformIncrementalUpdate bool
}

Solution stores an Amazon Personalize solution.

type SolutionVersion 

type SolutionVersion struct {
	CreationDateTime    time.Time
	LastUpdatedDateTime time.Time
	SolutionConfig      map[string]any
	SolutionVersionArn  string
	SolutionArn         string
	Status              string
	TrainingMode        string
	TrainingHours       float64
}

SolutionVersion stores a trained Amazon Personalize solution version.

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