api.go

// Code generated by private/model/cli/gen-api/main.go. DO NOT EDIT.

package personalizeevents

import (
	"fmt"
	"time"

	"github.com/aws/aws-sdk-go/aws"
	"github.com/aws/aws-sdk-go/aws/awsutil"
	"github.com/aws/aws-sdk-go/aws/request"
	"github.com/aws/aws-sdk-go/private/protocol"
	"github.com/aws/aws-sdk-go/private/protocol/restjson"
)

const opPutActionInteractions = "PutActionInteractions"

// PutActionInteractionsRequest generates a "aws/request.Request" representing the
// client's request for the PutActionInteractions operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See PutActionInteractions for more information on using the PutActionInteractions
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//	// Example sending a request using the PutActionInteractionsRequest method.
//	req, resp := client.PutActionInteractionsRequest(params)
//
//	err := req.Send()
//	if err == nil { // resp is now filled
//	    fmt.Println(resp)
//	}
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutActionInteractions
func (c *PersonalizeEvents) PutActionInteractionsRequest(input *PutActionInteractionsInput) (req *request.Request, output *PutActionInteractionsOutput) {
	op := &request.Operation{
		Name:       opPutActionInteractions,
		HTTPMethod: "POST",
		HTTPPath:   "/action-interactions",
	}

	if input == nil {
		input = &PutActionInteractionsInput{}
	}

	output = &PutActionInteractionsOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(restjson.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// PutActionInteractions API operation for Amazon Personalize Events.
//
// Records action interaction event data. An action interaction event is an
// interaction between a user and an action. For example, a user taking an action,
// such a enrolling in a membership program or downloading your app.
//
// For more information about recording action interactions, see Recording action
// interaction events (https://docs.aws.amazon.com/personalize/latest/dg/recording-action-interaction-events.html).
// For more information about actions in an Actions dataset, see Actions dataset
// (https://docs.aws.amazon.com/personalize/latest/dg/actions-datasets.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon Personalize Events's
// API operation PutActionInteractions for usage and error information.
//
// Returned Error Types:
//
//   - InvalidInputException
//     Provide a valid value for the field or parameter.
//
//   - ResourceNotFoundException
//     Could not find the specified resource.
//
//   - ResourceInUseException
//     The specified resource is in use.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutActionInteractions
func (c *PersonalizeEvents) PutActionInteractions(input *PutActionInteractionsInput) (*PutActionInteractionsOutput, error) {
	req, out := c.PutActionInteractionsRequest(input)
	return out, req.Send()
}

// PutActionInteractionsWithContext is the same as PutActionInteractions with the addition of
// the ability to pass a context and additional request options.
//
// See PutActionInteractions for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *PersonalizeEvents) PutActionInteractionsWithContext(ctx aws.Context, input *PutActionInteractionsInput, opts ...request.Option) (*PutActionInteractionsOutput, error) {
	req, out := c.PutActionInteractionsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opPutActions = "PutActions"

// PutActionsRequest generates a "aws/request.Request" representing the
// client's request for the PutActions operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See PutActions for more information on using the PutActions
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//	// Example sending a request using the PutActionsRequest method.
//	req, resp := client.PutActionsRequest(params)
//
//	err := req.Send()
//	if err == nil { // resp is now filled
//	    fmt.Println(resp)
//	}
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutActions
func (c *PersonalizeEvents) PutActionsRequest(input *PutActionsInput) (req *request.Request, output *PutActionsOutput) {
	op := &request.Operation{
		Name:       opPutActions,
		HTTPMethod: "POST",
		HTTPPath:   "/actions",
	}

	if input == nil {
		input = &PutActionsInput{}
	}

	output = &PutActionsOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(restjson.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// PutActions API operation for Amazon Personalize Events.
//
// Adds one or more actions to an Actions dataset. For more information see
// Importing actions individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-actions.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon Personalize Events's
// API operation PutActions for usage and error information.
//
// Returned Error Types:
//
//   - InvalidInputException
//     Provide a valid value for the field or parameter.
//
//   - ResourceNotFoundException
//     Could not find the specified resource.
//
//   - ResourceInUseException
//     The specified resource is in use.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutActions
func (c *PersonalizeEvents) PutActions(input *PutActionsInput) (*PutActionsOutput, error) {
	req, out := c.PutActionsRequest(input)
	return out, req.Send()
}

// PutActionsWithContext is the same as PutActions with the addition of
// the ability to pass a context and additional request options.
//
// See PutActions for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *PersonalizeEvents) PutActionsWithContext(ctx aws.Context, input *PutActionsInput, opts ...request.Option) (*PutActionsOutput, error) {
	req, out := c.PutActionsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opPutEvents = "PutEvents"

// PutEventsRequest generates a "aws/request.Request" representing the
// client's request for the PutEvents operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See PutEvents for more information on using the PutEvents
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//	// Example sending a request using the PutEventsRequest method.
//	req, resp := client.PutEventsRequest(params)
//
//	err := req.Send()
//	if err == nil { // resp is now filled
//	    fmt.Println(resp)
//	}
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutEvents
func (c *PersonalizeEvents) PutEventsRequest(input *PutEventsInput) (req *request.Request, output *PutEventsOutput) {
	op := &request.Operation{
		Name:       opPutEvents,
		HTTPMethod: "POST",
		HTTPPath:   "/events",
	}

	if input == nil {
		input = &PutEventsInput{}
	}

	output = &PutEventsOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(restjson.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// PutEvents API operation for Amazon Personalize Events.
//
// Records item interaction event data. For more information see Recording item
// interaction events (https://docs.aws.amazon.com/personalize/latest/dg/recording-item-interaction-events.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon Personalize Events's
// API operation PutEvents for usage and error information.
//
// Returned Error Types:
//   - InvalidInputException
//     Provide a valid value for the field or parameter.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutEvents
func (c *PersonalizeEvents) PutEvents(input *PutEventsInput) (*PutEventsOutput, error) {
	req, out := c.PutEventsRequest(input)
	return out, req.Send()
}

// PutEventsWithContext is the same as PutEvents with the addition of
// the ability to pass a context and additional request options.
//
// See PutEvents for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *PersonalizeEvents) PutEventsWithContext(ctx aws.Context, input *PutEventsInput, opts ...request.Option) (*PutEventsOutput, error) {
	req, out := c.PutEventsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opPutItems = "PutItems"

// PutItemsRequest generates a "aws/request.Request" representing the
// client's request for the PutItems operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See PutItems for more information on using the PutItems
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//	// Example sending a request using the PutItemsRequest method.
//	req, resp := client.PutItemsRequest(params)
//
//	err := req.Send()
//	if err == nil { // resp is now filled
//	    fmt.Println(resp)
//	}
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutItems
func (c *PersonalizeEvents) PutItemsRequest(input *PutItemsInput) (req *request.Request, output *PutItemsOutput) {
	op := &request.Operation{
		Name:       opPutItems,
		HTTPMethod: "POST",
		HTTPPath:   "/items",
	}

	if input == nil {
		input = &PutItemsInput{}
	}

	output = &PutItemsOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(restjson.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// PutItems API operation for Amazon Personalize Events.
//
// Adds one or more items to an Items dataset. For more information see Importing
// items individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-items.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon Personalize Events's
// API operation PutItems for usage and error information.
//
// Returned Error Types:
//
//   - InvalidInputException
//     Provide a valid value for the field or parameter.
//
//   - ResourceNotFoundException
//     Could not find the specified resource.
//
//   - ResourceInUseException
//     The specified resource is in use.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutItems
func (c *PersonalizeEvents) PutItems(input *PutItemsInput) (*PutItemsOutput, error) {
	req, out := c.PutItemsRequest(input)
	return out, req.Send()
}

// PutItemsWithContext is the same as PutItems with the addition of
// the ability to pass a context and additional request options.
//
// See PutItems for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *PersonalizeEvents) PutItemsWithContext(ctx aws.Context, input *PutItemsInput, opts ...request.Option) (*PutItemsOutput, error) {
	req, out := c.PutItemsRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

const opPutUsers = "PutUsers"

// PutUsersRequest generates a "aws/request.Request" representing the
// client's request for the PutUsers operation. The "output" return
// value will be populated with the request's response once the request completes
// successfully.
//
// Use "Send" method on the returned Request to send the API call to the service.
// the "output" return value is not valid until after Send returns without error.
//
// See PutUsers for more information on using the PutUsers
// API call, and error handling.
//
// This method is useful when you want to inject custom logic or configuration
// into the SDK's request lifecycle. Such as custom headers, or retry logic.
//
//	// Example sending a request using the PutUsersRequest method.
//	req, resp := client.PutUsersRequest(params)
//
//	err := req.Send()
//	if err == nil { // resp is now filled
//	    fmt.Println(resp)
//	}
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutUsers
func (c *PersonalizeEvents) PutUsersRequest(input *PutUsersInput) (req *request.Request, output *PutUsersOutput) {
	op := &request.Operation{
		Name:       opPutUsers,
		HTTPMethod: "POST",
		HTTPPath:   "/users",
	}

	if input == nil {
		input = &PutUsersInput{}
	}

	output = &PutUsersOutput{}
	req = c.newRequest(op, input, output)
	req.Handlers.Unmarshal.Swap(restjson.UnmarshalHandler.Name, protocol.UnmarshalDiscardBodyHandler)
	return
}

// PutUsers API operation for Amazon Personalize Events.
//
// Adds one or more users to a Users dataset. For more information see Importing
// users individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-users.html).
//
// Returns awserr.Error for service API and SDK errors. Use runtime type assertions
// with awserr.Error's Code and Message methods to get detailed information about
// the error.
//
// See the AWS API reference guide for Amazon Personalize Events's
// API operation PutUsers for usage and error information.
//
// Returned Error Types:
//
//   - InvalidInputException
//     Provide a valid value for the field or parameter.
//
//   - ResourceNotFoundException
//     Could not find the specified resource.
//
//   - ResourceInUseException
//     The specified resource is in use.
//
// See also, https://docs.aws.amazon.com/goto/WebAPI/personalize-events-2018-03-22/PutUsers
func (c *PersonalizeEvents) PutUsers(input *PutUsersInput) (*PutUsersOutput, error) {
	req, out := c.PutUsersRequest(input)
	return out, req.Send()
}

// PutUsersWithContext is the same as PutUsers with the addition of
// the ability to pass a context and additional request options.
//
// See PutUsers for details on how to use this API operation.
//
// The context must be non-nil and will be used for request cancellation. If
// the context is nil a panic will occur. In the future the SDK may create
// sub-contexts for http.Requests. See https://golang.org/pkg/context/
// for more information on using Contexts.
func (c *PersonalizeEvents) PutUsersWithContext(ctx aws.Context, input *PutUsersInput, opts ...request.Option) (*PutUsersOutput, error) {
	req, out := c.PutUsersRequest(input)
	req.SetContext(ctx)
	req.ApplyOptions(opts...)
	return out, req.Send()
}

// Represents action metadata added to an Action dataset using the PutActions
// API. For more information see Importing actions individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-actions.html).
type Action struct {
	_ struct{} `type:"structure"`

	// The ID associated with the action.
	//
	// ActionId is a required field
	ActionId *string `locationName:"actionId" min:"1" type:"string" required:"true"`

	// A string map of action-specific metadata. Each element in the map consists
	// of a key-value pair. For example, {"value": "100"}.
	//
	// The keys use camel case names that match the fields in the schema for the
	// Actions dataset. In the previous example, the value matches the 'VALUE' field
	// defined in the Actions schema. For categorical string data, to include multiple
	// categories for a single action, separate each category with a pipe separator
	// (|). For example, \"Deluxe|Premium\".
	//
	// Properties is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by Action's
	// String and GoString methods.
	Properties *string `locationName:"properties" min:"1" type:"string" sensitive:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Action) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Action) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Action) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Action"}
	if s.ActionId == nil {
		invalidParams.Add(request.NewErrParamRequired("ActionId"))
	}
	if s.ActionId != nil && len(*s.ActionId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ActionId", 1))
	}
	if s.Properties != nil && len(*s.Properties) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Properties", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetActionId sets the ActionId field's value.
func (s *Action) SetActionId(v string) *Action {
	s.ActionId = &v
	return s
}

// SetProperties sets the Properties field's value.
func (s *Action) SetProperties(v string) *Action {
	s.Properties = &v
	return s
}

// Represents an action interaction event sent using the PutActionInteractions
// API.
type ActionInteraction struct {
	_ struct{} `type:"structure"`

	// The ID of the action the user interacted with. This corresponds to the ACTION_ID
	// field of the Action interaction schema.
	//
	// ActionId is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by ActionInteraction's
	// String and GoString methods.
	//
	// ActionId is a required field
	ActionId *string `locationName:"actionId" min:"1" type:"string" required:"true" sensitive:"true"`

	// An ID associated with the event. If an event ID is not provided, Amazon Personalize
	// generates a unique ID for the event. An event ID is not used as an input
	// to the model. Amazon Personalize uses the event ID to distinguish unique
	// events. Any subsequent events after the first with the same event ID are
	// not used in model training.
	EventId *string `locationName:"eventId" min:"1" type:"string"`

	// The type of action interaction event. You can specify Viewed, Taken, and
	// Not Taken event types. For more information about action interaction event
	// type data, see Event type data (https://docs.aws.amazon.com/personalize/latest/dg/action-interaction-event-type-data.html).
	//
	// EventType is a required field
	EventType *string `locationName:"eventType" min:"1" type:"string" required:"true"`

	// A list of action IDs that represents the sequence of actions you have shown
	// the user. For example, ["actionId1", "actionId2", "actionId3"]. Amazon Personalize
	// doesn't use impressions data from action interaction events. Instead, record
	// multiple events for each action and use the Viewed event type.
	Impression []*string `locationName:"impression" min:"1" type:"list"`

	// A string map of event-specific data that you might choose to record. For
	// example, if a user takes an action, other than the action ID, you might also
	// send the number of actions taken by the user.
	//
	// Each item in the map consists of a key-value pair. For example,
	//
	// {"numberOfActions": "12"}
	//
	// The keys use camel case names that match the fields in the Action interactions
	// schema. In the above example, the numberOfActions would match the 'NUMBER_OF_ACTIONS'
	// field defined in the Action interactions schema.
	//
	// The following can't be included as a keyword for properties (case insensitive).
	//
	//    * userId
	//
	//    * sessionId
	//
	//    * eventType
	//
	//    * timestamp
	//
	//    * recommendationId
	//
	//    * impression
	//
	// Properties is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by ActionInteraction's
	// String and GoString methods.
	Properties *string `locationName:"properties" min:"1" type:"string" sensitive:"true"`

	// The ID of the list of recommendations that contains the action the user interacted
	// with.
	RecommendationId *string `locationName:"recommendationId" min:"1" type:"string"`

	// The ID associated with the user's visit. Your application generates a unique
	// sessionId when a user first visits your website or uses your application.
	//
	// SessionId is a required field
	SessionId *string `locationName:"sessionId" min:"1" type:"string" required:"true"`

	// The timestamp for when the action interaction event occurred. Timestamps
	// must be in Unix epoch time format, in seconds.
	//
	// Timestamp is a required field
	Timestamp *time.Time `locationName:"timestamp" type:"timestamp" required:"true"`

	// The ID of the user who interacted with the action. This corresponds to the
	// USER_ID field of the Action interaction schema.
	//
	// UserId is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by ActionInteraction's
	// String and GoString methods.
	UserId *string `locationName:"userId" min:"1" type:"string" sensitive:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ActionInteraction) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ActionInteraction) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *ActionInteraction) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "ActionInteraction"}
	if s.ActionId == nil {
		invalidParams.Add(request.NewErrParamRequired("ActionId"))
	}
	if s.ActionId != nil && len(*s.ActionId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ActionId", 1))
	}
	if s.EventId != nil && len(*s.EventId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("EventId", 1))
	}
	if s.EventType == nil {
		invalidParams.Add(request.NewErrParamRequired("EventType"))
	}
	if s.EventType != nil && len(*s.EventType) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("EventType", 1))
	}
	if s.Impression != nil && len(s.Impression) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Impression", 1))
	}
	if s.Properties != nil && len(*s.Properties) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Properties", 1))
	}
	if s.RecommendationId != nil && len(*s.RecommendationId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("RecommendationId", 1))
	}
	if s.SessionId == nil {
		invalidParams.Add(request.NewErrParamRequired("SessionId"))
	}
	if s.SessionId != nil && len(*s.SessionId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SessionId", 1))
	}
	if s.Timestamp == nil {
		invalidParams.Add(request.NewErrParamRequired("Timestamp"))
	}
	if s.UserId != nil && len(*s.UserId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("UserId", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetActionId sets the ActionId field's value.
func (s *ActionInteraction) SetActionId(v string) *ActionInteraction {
	s.ActionId = &v
	return s
}

// SetEventId sets the EventId field's value.
func (s *ActionInteraction) SetEventId(v string) *ActionInteraction {
	s.EventId = &v
	return s
}

// SetEventType sets the EventType field's value.
func (s *ActionInteraction) SetEventType(v string) *ActionInteraction {
	s.EventType = &v
	return s
}

// SetImpression sets the Impression field's value.
func (s *ActionInteraction) SetImpression(v []*string) *ActionInteraction {
	s.Impression = v
	return s
}

// SetProperties sets the Properties field's value.
func (s *ActionInteraction) SetProperties(v string) *ActionInteraction {
	s.Properties = &v
	return s
}

// SetRecommendationId sets the RecommendationId field's value.
func (s *ActionInteraction) SetRecommendationId(v string) *ActionInteraction {
	s.RecommendationId = &v
	return s
}

// SetSessionId sets the SessionId field's value.
func (s *ActionInteraction) SetSessionId(v string) *ActionInteraction {
	s.SessionId = &v
	return s
}

// SetTimestamp sets the Timestamp field's value.
func (s *ActionInteraction) SetTimestamp(v time.Time) *ActionInteraction {
	s.Timestamp = &v
	return s
}

// SetUserId sets the UserId field's value.
func (s *ActionInteraction) SetUserId(v string) *ActionInteraction {
	s.UserId = &v
	return s
}

// Represents item interaction event information sent using the PutEvents API.
type Event struct {
	_ struct{} `type:"structure" sensitive:"true"`

	// An ID associated with the event. If an event ID is not provided, Amazon Personalize
	// generates a unique ID for the event. An event ID is not used as an input
	// to the model. Amazon Personalize uses the event ID to distinguish unique
	// events. Any subsequent events after the first with the same event ID are
	// not used in model training.
	EventId *string `locationName:"eventId" min:"1" type:"string"`

	// The type of event, such as click or download. This property corresponds to
	// the EVENT_TYPE field of your Item interactions dataset's schema and depends
	// on the types of events you are tracking.
	//
	// EventType is a required field
	EventType *string `locationName:"eventType" min:"1" type:"string" required:"true"`

	// The event value that corresponds to the EVENT_VALUE field of the Item interactions
	// schema.
	EventValue *float64 `locationName:"eventValue" type:"float"`

	// A list of item IDs that represents the sequence of items you have shown the
	// user. For example, ["itemId1", "itemId2", "itemId3"]. Provide a list of items
	// to manually record impressions data for an event. For more information on
	// recording impressions data, see Recording impressions data (https://docs.aws.amazon.com/personalize/latest/dg/recording-events.html#putevents-including-impressions-data).
	Impression []*string `locationName:"impression" min:"1" type:"list"`

	// The item ID key that corresponds to the ITEM_ID field of the Item interactions
	// dataset's schema.
	//
	// ItemId is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by Event's
	// String and GoString methods.
	ItemId *string `locationName:"itemId" min:"1" type:"string" sensitive:"true"`

	// Contains information about the metric attribution associated with an event.
	// For more information about metric attributions, see Measuring impact of recommendations
	// (https://docs.aws.amazon.com/personalize/latest/dg/measuring-recommendation-impact.html).
	MetricAttribution *MetricAttribution `locationName:"metricAttribution" type:"structure"`

	// A string map of event-specific data that you might choose to record. For
	// example, if a user rates a movie on your site, other than movie ID (itemId)
	// and rating (eventValue) , you might also send the number of movie ratings
	// made by the user.
	//
	// Each item in the map consists of a key-value pair. For example,
	//
	// {"numberOfRatings": "12"}
	//
	// The keys use camel case names that match the fields in the Item interactions
	// dataset's schema. In the above example, the numberOfRatings would match the
	// 'NUMBER_OF_RATINGS' field defined in the Item interactions dataset's schema.
	//
	// The following can't be included as a keyword for properties (case insensitive).
	//
	//    * userId
	//
	//    * sessionId
	//
	//    * eventType
	//
	//    * timestamp
	//
	//    * recommendationId
	//
	//    * impression
	Properties aws.JSONValue `locationName:"properties" type:"jsonvalue"`

	// The ID of the list of recommendations that contains the item the user interacted
	// with. Provide a recommendationId to have Amazon Personalize implicitly record
	// the recommendations you show your user as impressions data. Or provide a
	// recommendationId if you use a metric attribution to measure the impact of
	// recommendations.
	//
	// For more information on recording impressions data, see Recording impressions
	// data (https://docs.aws.amazon.com/personalize/latest/dg/recording-events.html#putevents-including-impressions-data).
	// For more information on creating a metric attribution see Measuring impact
	// of recommendations (https://docs.aws.amazon.com/personalize/latest/dg/measuring-recommendation-impact.html).
	RecommendationId *string `locationName:"recommendationId" min:"1" type:"string"`

	// The timestamp (in Unix time) on the client side when the event occurred.
	//
	// SentAt is a required field
	SentAt *time.Time `locationName:"sentAt" type:"timestamp" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Event) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Event) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Event) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Event"}
	if s.EventId != nil && len(*s.EventId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("EventId", 1))
	}
	if s.EventType == nil {
		invalidParams.Add(request.NewErrParamRequired("EventType"))
	}
	if s.EventType != nil && len(*s.EventType) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("EventType", 1))
	}
	if s.Impression != nil && len(s.Impression) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Impression", 1))
	}
	if s.ItemId != nil && len(*s.ItemId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ItemId", 1))
	}
	if s.RecommendationId != nil && len(*s.RecommendationId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("RecommendationId", 1))
	}
	if s.SentAt == nil {
		invalidParams.Add(request.NewErrParamRequired("SentAt"))
	}
	if s.MetricAttribution != nil {
		if err := s.MetricAttribution.Validate(); err != nil {
			invalidParams.AddNested("MetricAttribution", err.(request.ErrInvalidParams))
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEventId sets the EventId field's value.
func (s *Event) SetEventId(v string) *Event {
	s.EventId = &v
	return s
}

// SetEventType sets the EventType field's value.
func (s *Event) SetEventType(v string) *Event {
	s.EventType = &v
	return s
}

// SetEventValue sets the EventValue field's value.
func (s *Event) SetEventValue(v float64) *Event {
	s.EventValue = &v
	return s
}

// SetImpression sets the Impression field's value.
func (s *Event) SetImpression(v []*string) *Event {
	s.Impression = v
	return s
}

// SetItemId sets the ItemId field's value.
func (s *Event) SetItemId(v string) *Event {
	s.ItemId = &v
	return s
}

// SetMetricAttribution sets the MetricAttribution field's value.
func (s *Event) SetMetricAttribution(v *MetricAttribution) *Event {
	s.MetricAttribution = v
	return s
}

// SetProperties sets the Properties field's value.
func (s *Event) SetProperties(v aws.JSONValue) *Event {
	s.Properties = v
	return s
}

// SetRecommendationId sets the RecommendationId field's value.
func (s *Event) SetRecommendationId(v string) *Event {
	s.RecommendationId = &v
	return s
}

// SetSentAt sets the SentAt field's value.
func (s *Event) SetSentAt(v time.Time) *Event {
	s.SentAt = &v
	return s
}

// Provide a valid value for the field or parameter.
type InvalidInputException struct {
	_            struct{}                  `type:"structure"`
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"message" type:"string"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s InvalidInputException) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s InvalidInputException) GoString() string {
	return s.String()
}

func newErrorInvalidInputException(v protocol.ResponseMetadata) error {
	return &InvalidInputException{
		RespMetadata: v,
	}
}

// Code returns the exception type name.
func (s *InvalidInputException) Code() string {
	return "InvalidInputException"
}

// Message returns the exception's message.
func (s *InvalidInputException) Message() string {
	if s.Message_ != nil {
		return *s.Message_
	}
	return ""
}

// OrigErr always returns nil, satisfies awserr.Error interface.
func (s *InvalidInputException) OrigErr() error {
	return nil
}

func (s *InvalidInputException) Error() string {
	return fmt.Sprintf("%s: %s", s.Code(), s.Message())
}

// Status code returns the HTTP status code for the request's response error.
func (s *InvalidInputException) StatusCode() int {
	return s.RespMetadata.StatusCode
}

// RequestID returns the service's response RequestID for request.
func (s *InvalidInputException) RequestID() string {
	return s.RespMetadata.RequestID
}

// Represents item metadata added to an Items dataset using the PutItems API.
// For more information see Importing items individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-items.html).
type Item struct {
	_ struct{} `type:"structure"`

	// The ID associated with the item.
	//
	// ItemId is a required field
	ItemId *string `locationName:"itemId" min:"1" type:"string" required:"true"`

	// A string map of item-specific metadata. Each element in the map consists
	// of a key-value pair. For example, {"numberOfRatings": "12"}.
	//
	// The keys use camel case names that match the fields in the schema for the
	// Items dataset. In the previous example, the numberOfRatings matches the 'NUMBER_OF_RATINGS'
	// field defined in the Items schema. For categorical string data, to include
	// multiple categories for a single item, separate each category with a pipe
	// separator (|). For example, \"Horror|Action\".
	Properties aws.JSONValue `locationName:"properties" type:"jsonvalue"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Item) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s Item) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *Item) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "Item"}
	if s.ItemId == nil {
		invalidParams.Add(request.NewErrParamRequired("ItemId"))
	}
	if s.ItemId != nil && len(*s.ItemId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ItemId", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetItemId sets the ItemId field's value.
func (s *Item) SetItemId(v string) *Item {
	s.ItemId = &v
	return s
}

// SetProperties sets the Properties field's value.
func (s *Item) SetProperties(v aws.JSONValue) *Item {
	s.Properties = v
	return s
}

// Contains information about a metric attribution associated with an event.
// For more information about metric attributions, see Measuring impact of recommendations
// (https://docs.aws.amazon.com/personalize/latest/dg/measuring-recommendation-impact.html).
type MetricAttribution struct {
	_ struct{} `type:"structure"`

	// The source of the event, such as a third party.
	//
	// EventAttributionSource is a required field
	EventAttributionSource *string `locationName:"eventAttributionSource" type:"string" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s MetricAttribution) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s MetricAttribution) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *MetricAttribution) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "MetricAttribution"}
	if s.EventAttributionSource == nil {
		invalidParams.Add(request.NewErrParamRequired("EventAttributionSource"))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEventAttributionSource sets the EventAttributionSource field's value.
func (s *MetricAttribution) SetEventAttributionSource(v string) *MetricAttribution {
	s.EventAttributionSource = &v
	return s
}

type PutActionInteractionsInput struct {
	_ struct{} `type:"structure"`

	// A list of action interaction events from the session.
	//
	// ActionInteractions is a required field
	ActionInteractions []*ActionInteraction `locationName:"actionInteractions" min:"1" type:"list" required:"true"`

	// The ID of your action interaction event tracker. When you create an Action
	// interactions dataset, Amazon Personalize creates an action interaction event
	// tracker for you. For more information, see Action interaction event tracker
	// ID (https://docs.aws.amazon.com/personalize/latest/dg/action-interaction-tracker-id.html).
	//
	// TrackingId is a required field
	TrackingId *string `locationName:"trackingId" min:"1" type:"string" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionInteractionsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionInteractionsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PutActionInteractionsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PutActionInteractionsInput"}
	if s.ActionInteractions == nil {
		invalidParams.Add(request.NewErrParamRequired("ActionInteractions"))
	}
	if s.ActionInteractions != nil && len(s.ActionInteractions) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("ActionInteractions", 1))
	}
	if s.TrackingId == nil {
		invalidParams.Add(request.NewErrParamRequired("TrackingId"))
	}
	if s.TrackingId != nil && len(*s.TrackingId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrackingId", 1))
	}
	if s.ActionInteractions != nil {
		for i, v := range s.ActionInteractions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "ActionInteractions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetActionInteractions sets the ActionInteractions field's value.
func (s *PutActionInteractionsInput) SetActionInteractions(v []*ActionInteraction) *PutActionInteractionsInput {
	s.ActionInteractions = v
	return s
}

// SetTrackingId sets the TrackingId field's value.
func (s *PutActionInteractionsInput) SetTrackingId(v string) *PutActionInteractionsInput {
	s.TrackingId = &v
	return s
}

type PutActionInteractionsOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionInteractionsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionInteractionsOutput) GoString() string {
	return s.String()
}

type PutActionsInput struct {
	_ struct{} `type:"structure"`

	// A list of action data.
	//
	// Actions is a required field
	Actions []*Action `locationName:"actions" min:"1" type:"list" required:"true"`

	// The Amazon Resource Name (ARN) of the Actions dataset you are adding the
	// action or actions to.
	//
	// DatasetArn is a required field
	DatasetArn *string `locationName:"datasetArn" type:"string" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PutActionsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PutActionsInput"}
	if s.Actions == nil {
		invalidParams.Add(request.NewErrParamRequired("Actions"))
	}
	if s.Actions != nil && len(s.Actions) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Actions", 1))
	}
	if s.DatasetArn == nil {
		invalidParams.Add(request.NewErrParamRequired("DatasetArn"))
	}
	if s.Actions != nil {
		for i, v := range s.Actions {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Actions", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetActions sets the Actions field's value.
func (s *PutActionsInput) SetActions(v []*Action) *PutActionsInput {
	s.Actions = v
	return s
}

// SetDatasetArn sets the DatasetArn field's value.
func (s *PutActionsInput) SetDatasetArn(v string) *PutActionsInput {
	s.DatasetArn = &v
	return s
}

type PutActionsOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutActionsOutput) GoString() string {
	return s.String()
}

type PutEventsInput struct {
	_ struct{} `type:"structure"`

	// A list of event data from the session.
	//
	// EventList is a required field
	EventList []*Event `locationName:"eventList" min:"1" type:"list" required:"true"`

	// The session ID associated with the user's visit. Your application generates
	// the sessionId when a user first visits your website or uses your application.
	// Amazon Personalize uses the sessionId to associate events with the user before
	// they log in. For more information, see Recording item interaction events
	// (https://docs.aws.amazon.com/personalize/latest/dg/recording-item-interaction-events.html).
	//
	// SessionId is a required field
	SessionId *string `locationName:"sessionId" min:"1" type:"string" required:"true"`

	// The tracking ID for the event. The ID is generated by a call to the CreateEventTracker
	// (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateEventTracker.html)
	// API.
	//
	// TrackingId is a required field
	TrackingId *string `locationName:"trackingId" min:"1" type:"string" required:"true"`

	// The user associated with the event.
	//
	// UserId is a sensitive parameter and its value will be
	// replaced with "sensitive" in string returned by PutEventsInput's
	// String and GoString methods.
	UserId *string `locationName:"userId" min:"1" type:"string" sensitive:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutEventsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutEventsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PutEventsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PutEventsInput"}
	if s.EventList == nil {
		invalidParams.Add(request.NewErrParamRequired("EventList"))
	}
	if s.EventList != nil && len(s.EventList) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("EventList", 1))
	}
	if s.SessionId == nil {
		invalidParams.Add(request.NewErrParamRequired("SessionId"))
	}
	if s.SessionId != nil && len(*s.SessionId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("SessionId", 1))
	}
	if s.TrackingId == nil {
		invalidParams.Add(request.NewErrParamRequired("TrackingId"))
	}
	if s.TrackingId != nil && len(*s.TrackingId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("TrackingId", 1))
	}
	if s.UserId != nil && len(*s.UserId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("UserId", 1))
	}
	if s.EventList != nil {
		for i, v := range s.EventList {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "EventList", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetEventList sets the EventList field's value.
func (s *PutEventsInput) SetEventList(v []*Event) *PutEventsInput {
	s.EventList = v
	return s
}

// SetSessionId sets the SessionId field's value.
func (s *PutEventsInput) SetSessionId(v string) *PutEventsInput {
	s.SessionId = &v
	return s
}

// SetTrackingId sets the TrackingId field's value.
func (s *PutEventsInput) SetTrackingId(v string) *PutEventsInput {
	s.TrackingId = &v
	return s
}

// SetUserId sets the UserId field's value.
func (s *PutEventsInput) SetUserId(v string) *PutEventsInput {
	s.UserId = &v
	return s
}

type PutEventsOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutEventsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutEventsOutput) GoString() string {
	return s.String()
}

type PutItemsInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the Items dataset you are adding the item
	// or items to.
	//
	// DatasetArn is a required field
	DatasetArn *string `locationName:"datasetArn" type:"string" required:"true"`

	// A list of item data.
	//
	// Items is a required field
	Items []*Item `locationName:"items" min:"1" type:"list" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutItemsInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutItemsInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PutItemsInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PutItemsInput"}
	if s.DatasetArn == nil {
		invalidParams.Add(request.NewErrParamRequired("DatasetArn"))
	}
	if s.Items == nil {
		invalidParams.Add(request.NewErrParamRequired("Items"))
	}
	if s.Items != nil && len(s.Items) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Items", 1))
	}
	if s.Items != nil {
		for i, v := range s.Items {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Items", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDatasetArn sets the DatasetArn field's value.
func (s *PutItemsInput) SetDatasetArn(v string) *PutItemsInput {
	s.DatasetArn = &v
	return s
}

// SetItems sets the Items field's value.
func (s *PutItemsInput) SetItems(v []*Item) *PutItemsInput {
	s.Items = v
	return s
}

type PutItemsOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutItemsOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutItemsOutput) GoString() string {
	return s.String()
}

type PutUsersInput struct {
	_ struct{} `type:"structure"`

	// The Amazon Resource Name (ARN) of the Users dataset you are adding the user
	// or users to.
	//
	// DatasetArn is a required field
	DatasetArn *string `locationName:"datasetArn" type:"string" required:"true"`

	// A list of user data.
	//
	// Users is a required field
	Users []*User `locationName:"users" min:"1" type:"list" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutUsersInput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutUsersInput) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *PutUsersInput) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "PutUsersInput"}
	if s.DatasetArn == nil {
		invalidParams.Add(request.NewErrParamRequired("DatasetArn"))
	}
	if s.Users == nil {
		invalidParams.Add(request.NewErrParamRequired("Users"))
	}
	if s.Users != nil && len(s.Users) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("Users", 1))
	}
	if s.Users != nil {
		for i, v := range s.Users {
			if v == nil {
				continue
			}
			if err := v.Validate(); err != nil {
				invalidParams.AddNested(fmt.Sprintf("%s[%v]", "Users", i), err.(request.ErrInvalidParams))
			}
		}
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetDatasetArn sets the DatasetArn field's value.
func (s *PutUsersInput) SetDatasetArn(v string) *PutUsersInput {
	s.DatasetArn = &v
	return s
}

// SetUsers sets the Users field's value.
func (s *PutUsersInput) SetUsers(v []*User) *PutUsersInput {
	s.Users = v
	return s
}

type PutUsersOutput struct {
	_ struct{} `type:"structure"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutUsersOutput) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s PutUsersOutput) GoString() string {
	return s.String()
}

// The specified resource is in use.
type ResourceInUseException struct {
	_            struct{}                  `type:"structure"`
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"message" type:"string"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ResourceInUseException) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ResourceInUseException) GoString() string {
	return s.String()
}

func newErrorResourceInUseException(v protocol.ResponseMetadata) error {
	return &ResourceInUseException{
		RespMetadata: v,
	}
}

// Code returns the exception type name.
func (s *ResourceInUseException) Code() string {
	return "ResourceInUseException"
}

// Message returns the exception's message.
func (s *ResourceInUseException) Message() string {
	if s.Message_ != nil {
		return *s.Message_
	}
	return ""
}

// OrigErr always returns nil, satisfies awserr.Error interface.
func (s *ResourceInUseException) OrigErr() error {
	return nil
}

func (s *ResourceInUseException) Error() string {
	return fmt.Sprintf("%s: %s", s.Code(), s.Message())
}

// Status code returns the HTTP status code for the request's response error.
func (s *ResourceInUseException) StatusCode() int {
	return s.RespMetadata.StatusCode
}

// RequestID returns the service's response RequestID for request.
func (s *ResourceInUseException) RequestID() string {
	return s.RespMetadata.RequestID
}

// Could not find the specified resource.
type ResourceNotFoundException struct {
	_            struct{}                  `type:"structure"`
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"message" type:"string"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ResourceNotFoundException) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s ResourceNotFoundException) GoString() string {
	return s.String()
}

func newErrorResourceNotFoundException(v protocol.ResponseMetadata) error {
	return &ResourceNotFoundException{
		RespMetadata: v,
	}
}

// Code returns the exception type name.
func (s *ResourceNotFoundException) Code() string {
	return "ResourceNotFoundException"
}

// Message returns the exception's message.
func (s *ResourceNotFoundException) Message() string {
	if s.Message_ != nil {
		return *s.Message_
	}
	return ""
}

// OrigErr always returns nil, satisfies awserr.Error interface.
func (s *ResourceNotFoundException) OrigErr() error {
	return nil
}

func (s *ResourceNotFoundException) Error() string {
	return fmt.Sprintf("%s: %s", s.Code(), s.Message())
}

// Status code returns the HTTP status code for the request's response error.
func (s *ResourceNotFoundException) StatusCode() int {
	return s.RespMetadata.StatusCode
}

// RequestID returns the service's response RequestID for request.
func (s *ResourceNotFoundException) RequestID() string {
	return s.RespMetadata.RequestID
}

// Represents user metadata added to a Users dataset using the PutUsers API.
// For more information see Importing users individually (https://docs.aws.amazon.com/personalize/latest/dg/importing-users.html).
type User struct {
	_ struct{} `type:"structure"`

	// A string map of user-specific metadata. Each element in the map consists
	// of a key-value pair. For example, {"numberOfVideosWatched": "45"}.
	//
	// The keys use camel case names that match the fields in the schema for the
	// Users dataset. In the previous example, the numberOfVideosWatched matches
	// the 'NUMBER_OF_VIDEOS_WATCHED' field defined in the Users schema. For categorical
	// string data, to include multiple categories for a single user, separate each
	// category with a pipe separator (|). For example, \"Member|Frequent shopper\".
	Properties aws.JSONValue `locationName:"properties" type:"jsonvalue"`

	// The ID associated with the user.
	//
	// UserId is a required field
	UserId *string `locationName:"userId" min:"1" type:"string" required:"true"`
}

// String returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s User) String() string {
	return awsutil.Prettify(s)
}

// GoString returns the string representation.
//
// API parameter values that are decorated as "sensitive" in the API will not
// be included in the string output. The member name will be present, but the
// value will be replaced with "sensitive".
func (s User) GoString() string {
	return s.String()
}

// Validate inspects the fields of the type to determine if they are valid.
func (s *User) Validate() error {
	invalidParams := request.ErrInvalidParams{Context: "User"}
	if s.UserId == nil {
		invalidParams.Add(request.NewErrParamRequired("UserId"))
	}
	if s.UserId != nil && len(*s.UserId) < 1 {
		invalidParams.Add(request.NewErrParamMinLen("UserId", 1))
	}

	if invalidParams.Len() > 0 {
		return invalidParams
	}
	return nil
}

// SetProperties sets the Properties field's value.
func (s *User) SetProperties(v aws.JSONValue) *User {
	s.Properties = v
	return s
}

// SetUserId sets the UserId field's value.
func (s *User) SetUserId(v string) *User {
	s.UserId = &v
	return s
}