aiplatform

package
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 Go to latest Published: Mar 12, 2024 License: BSD-3-Clause Imports: 16 Imported by: 0

Documentation

Overview

Package aiplatform provides access to the Vertex AI API.

For product documentation, see: https://cloud.google.com/vertex-ai/

Library status

These client libraries are officially supported by Google. However, this library is considered complete and is in maintenance mode. This means that we will address critical bugs and security issues but will not add any new features.

When possible, we recommend using our newer [Cloud Client Libraries for Go](https://pkg.go.dev/cloud.google.com/go) that are still actively being worked and iterated on.

Creating a client

Usage example: 

import "google.golang.org/api/aiplatform/v1"
...
ctx := context.Background()
aiplatformService, err := aiplatform.NewService(ctx)

In this example, Google Application Default Credentials are used for authentication. For information on how to create and obtain Application Default Credentials, see https://developers.google.com/identity/protocols/application-default-credentials.

Other authentication options

By default, all available scopes (see "Constants") are used to authenticate. To restrict scopes, use google.golang.org/api/option.WithScopes: 

aiplatformService, err := aiplatform.NewService(ctx, option.WithScopes(aiplatform.CloudPlatformReadOnlyScope))

To use an API key for authentication (note: some APIs do not support API keys), use google.golang.org/api/option.WithAPIKey: 

aiplatformService, err := aiplatform.NewService(ctx, option.WithAPIKey("AIza..."))

To use an OAuth token (e.g., a user token obtained via a three-legged OAuth flow, use google.golang.org/api/option.WithTokenSource: 

config := &oauth2.Config{...}
// ...
token, err := config.Exchange(ctx, ...)
aiplatformService, err := aiplatform.NewService(ctx, option.WithTokenSource(config.TokenSource(ctx, token)))

See google.golang.org/api/option.ClientOption for details on options.

Index

Constants

View Source 
const (
	// See, edit, configure, and delete your Google Cloud data and see the
	// email address for your Google Account.
	CloudPlatformScope = "https://www.googleapis.com/auth/cloud-platform"

	// View your data across Google Cloud services and see the email address
	// of your Google Account
	CloudPlatformReadOnlyScope = "https://www.googleapis.com/auth/cloud-platform.read-only"
)

OAuth2 scopes used by this API.

Variables

This section is empty.

Functions

This section is empty.

Types

type CloudAiLargeModelsVisionEmbedVideoResponse 

type CloudAiLargeModelsVisionEmbedVideoResponse struct {
	// VideoEmbeddings: The embedding vector for the video.
	VideoEmbeddings []interface{} `json:"videoEmbeddings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "VideoEmbeddings") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "VideoEmbeddings") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionEmbedVideoResponse: Video embedding response.

func (*CloudAiLargeModelsVisionEmbedVideoResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionEmbedVideoResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionFilteredText 

type CloudAiLargeModelsVisionFilteredText struct {
	// Category: Confidence level
	//
	// Possible values:
	//   "RAI_CATEGORY_UNSPECIFIED"
	//   "OBSCENE"
	//   "SEXUALLY_EXPLICIT" - Porn
	//   "IDENTITY_ATTACK" - Hate
	//   "VIOLENCE_ABUSE"
	//   "CSAI"
	//   "SPII"
	//   "CELEBRITY"
	//   "FACE_IMG"
	//   "WATERMARK_IMG"
	//   "MEMORIZATION_IMG"
	//   "CSAI_IMG"
	//   "PORN_IMG"
	//   "VIOLENCE_IMG"
	//   "CHILD_IMG"
	//   "TOXIC"
	//   "SENSITIVE_WORD"
	//   "PERSON_IMG"
	//   "ICA_IMG"
	//   "SEXUAL_IMG"
	//   "IU_IMG"
	//   "RACY_IMG"
	//   "PEDO_IMG"
	//   "DEATH_HARM_TRAGEDY" - SafetyAttributes returned but not filtered
	// on
	//   "HEALTH"
	//   "FIREARMS_WEAPONS"
	//   "RELIGIOUS_BELIEF"
	//   "ILLICIT_DRUGS"
	//   "WAR_CONFLICT"
	//   "POLITICS"
	//   "HATE_SYMBOL_IMG" - End of list
	//   "CHILD_TEXT"
	//   "DANGEROUS_CONTENT" - Text category from SafetyCat v3
	//   "RECITATION_TEXT"
	//   "CELEBRITY_IMG"
	Category string `json:"category,omitempty"`

	// Confidence: Filtered category
	//
	// Possible values:
	//   "CONFIDENCE_UNSPECIFIED"
	//   "CONFIDENCE_LOW"
	//   "CONFIDENCE_MEDIUM"
	//   "CONFIDENCE_HIGH"
	Confidence string `json:"confidence,omitempty"`

	// Prompt: Input prompt
	Prompt string `json:"prompt,omitempty"`

	// Score: Score for category
	Score float64 `json:"score,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Category") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Category") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionFilteredText: Details for filtered input text.

func (*CloudAiLargeModelsVisionFilteredText) MarshalJSON 

func (s *CloudAiLargeModelsVisionFilteredText) MarshalJSON() ([]byte, error)

func (*CloudAiLargeModelsVisionFilteredText) UnmarshalJSON 

func (s *CloudAiLargeModelsVisionFilteredText) UnmarshalJSON(data []byte) error

type CloudAiLargeModelsVisionGenerateVideoResponse 

type CloudAiLargeModelsVisionGenerateVideoResponse struct {
	// GeneratedSamples: The generates samples.
	GeneratedSamples []*CloudAiLargeModelsVisionMedia `json:"generatedSamples,omitempty"`

	// RaiMediaFilteredCount: Returns if any videos were filtered due to RAI
	// policies.
	RaiMediaFilteredCount int64 `json:"raiMediaFilteredCount,omitempty"`

	// RaiMediaFilteredReasons: Returns rai failure reasons if any.
	RaiMediaFilteredReasons []string `json:"raiMediaFilteredReasons,omitempty"`

	// RaiTextFilteredReason: Returns filtered text rai info.
	RaiTextFilteredReason *CloudAiLargeModelsVisionFilteredText `json:"raiTextFilteredReason,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GeneratedSamples") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GeneratedSamples") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionGenerateVideoResponse: Generate video response.

func (*CloudAiLargeModelsVisionGenerateVideoResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionGenerateVideoResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionImage 

type CloudAiLargeModelsVisionImage struct {
	// Encoding: Image encoding, encoded as "image/png" or "image/jpg".
	Encoding string `json:"encoding,omitempty"`

	// Image: Raw bytes.
	Image string `json:"image,omitempty"`

	// ImageRaiScores: RAI scores for generated image.
	ImageRaiScores *CloudAiLargeModelsVisionImageRAIScores `json:"imageRaiScores,omitempty"`

	// RaiInfo: RAI info for image.
	RaiInfo *CloudAiLargeModelsVisionRaiInfo `json:"raiInfo,omitempty"`

	// SemanticFilterResponse: Semantic filter info for image.
	SemanticFilterResponse *CloudAiLargeModelsVisionSemanticFilterResponse `json:"semanticFilterResponse,omitempty"`

	// Text: Text/Expanded text input for imagen.
	Text string `json:"text,omitempty"`

	// Uri: Path to another storage (typically Google Cloud Storage).
	Uri string `json:"uri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Encoding") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Encoding") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionImage: Image.

func (*CloudAiLargeModelsVisionImage) MarshalJSON 

func (s *CloudAiLargeModelsVisionImage) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionImageRAIScores 

type CloudAiLargeModelsVisionImageRAIScores struct {
	// AgileWatermarkDetectionScore: Agile watermark score for image.
	AgileWatermarkDetectionScore float64 `json:"agileWatermarkDetectionScore,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AgileWatermarkDetectionScore") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "AgileWatermarkDetectionScore") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionImageRAIScores: RAI scores for generated image returned.

func (*CloudAiLargeModelsVisionImageRAIScores) MarshalJSON 

func (s *CloudAiLargeModelsVisionImageRAIScores) MarshalJSON() ([]byte, error)

func (*CloudAiLargeModelsVisionImageRAIScores) UnmarshalJSON 

func (s *CloudAiLargeModelsVisionImageRAIScores) UnmarshalJSON(data []byte) error

type CloudAiLargeModelsVisionMedia 

type CloudAiLargeModelsVisionMedia struct {
	// Image: Image.
	Image *CloudAiLargeModelsVisionImage `json:"image,omitempty"`

	// Video: Video
	Video *CloudAiLargeModelsVisionVideo `json:"video,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Image") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Image") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionMedia: Media.

func (*CloudAiLargeModelsVisionMedia) MarshalJSON 

func (s *CloudAiLargeModelsVisionMedia) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionMediaGenerateContentResponse 

type CloudAiLargeModelsVisionMediaGenerateContentResponse struct {
	// Response: Response to the user's request.
	Response *CloudAiNlLlmProtoServiceGenerateMultiModalResponse `json:"response,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Response") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Response") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionMediaGenerateContentResponse: Generate media content response

func (*CloudAiLargeModelsVisionMediaGenerateContentResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionMediaGenerateContentResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionNamedBoundingBox 

type CloudAiLargeModelsVisionNamedBoundingBox struct {
	Classes []string `json:"classes,omitempty"`

	Entities []string `json:"entities,omitempty"`

	Scores []float64 `json:"scores,omitempty"`

	X1 float64 `json:"x1,omitempty"`

	X2 float64 `json:"x2,omitempty"`

	Y1 float64 `json:"y1,omitempty"`

	Y2 float64 `json:"y2,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Classes") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Classes") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*CloudAiLargeModelsVisionNamedBoundingBox) MarshalJSON 

func (s *CloudAiLargeModelsVisionNamedBoundingBox) MarshalJSON() ([]byte, error)

func (*CloudAiLargeModelsVisionNamedBoundingBox) UnmarshalJSON 

func (s *CloudAiLargeModelsVisionNamedBoundingBox) UnmarshalJSON(data []byte) error

type CloudAiLargeModelsVisionRaiInfo 

type CloudAiLargeModelsVisionRaiInfo struct {
	// RaiCategories: List of rai categories' information to return
	RaiCategories []string `json:"raiCategories,omitempty"`

	// Scores: List of rai scores mapping to the rai categories. Rounded to
	// 1 decimal place.
	Scores []float64 `json:"scores,omitempty"`

	// ForceSendFields is a list of field names (e.g. "RaiCategories") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "RaiCategories") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*CloudAiLargeModelsVisionRaiInfo) MarshalJSON 

func (s *CloudAiLargeModelsVisionRaiInfo) MarshalJSON() ([]byte, error)

func (*CloudAiLargeModelsVisionRaiInfo) UnmarshalJSON 

func (s *CloudAiLargeModelsVisionRaiInfo) UnmarshalJSON(data []byte) error

type CloudAiLargeModelsVisionReasonVideoResponse 

type CloudAiLargeModelsVisionReasonVideoResponse struct {
	// Responses: Generated text responses. The generated responses for
	// different segments within the same video.
	Responses []*CloudAiLargeModelsVisionReasonVideoResponseTextResponse `json:"responses,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Responses") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Responses") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionReasonVideoResponse: Video reasoning response.

func (*CloudAiLargeModelsVisionReasonVideoResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionReasonVideoResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionReasonVideoResponseTextResponse 

type CloudAiLargeModelsVisionReasonVideoResponseTextResponse struct {
	// RelativeTemporalPartition: Partition of the caption's video in time.
	// This field is intended for video captioning. To represent the start
	// time and end time of the caption's video.
	RelativeTemporalPartition *CloudAiLargeModelsVisionRelativeTemporalPartition `json:"relativeTemporalPartition,omitempty"`

	// Text: Text information
	Text string `json:"text,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "RelativeTemporalPartition") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "RelativeTemporalPartition") to include in API requests with the JSON
	// null value. By default, fields with empty values are omitted from API
	// requests. However, any field with an empty value appearing in
	// NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionReasonVideoResponseTextResponse: Contains text that is the response of the video captioning.

func (*CloudAiLargeModelsVisionReasonVideoResponseTextResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionReasonVideoResponseTextResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionRelativeTemporalPartition 

type CloudAiLargeModelsVisionRelativeTemporalPartition struct {
	// EndOffset: End time offset of the partition.
	EndOffset string `json:"endOffset,omitempty"`

	// StartOffset: Start time offset of the partition.
	StartOffset string `json:"startOffset,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EndOffset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EndOffset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionRelativeTemporalPartition: For ease of use, assume that the start_offset is inclusive and the end_offset is exclusive. In mathematical terms, the partition would be written as [start_offset, end_offset).

func (*CloudAiLargeModelsVisionRelativeTemporalPartition) MarshalJSON 

func (s *CloudAiLargeModelsVisionRelativeTemporalPartition) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionSemanticFilterResponse 

type CloudAiLargeModelsVisionSemanticFilterResponse struct {
	// NamedBoundingBoxes: Class labels of the bounding boxes that failed
	// the semantic filtering. Bounding box coordinates.
	NamedBoundingBoxes []*CloudAiLargeModelsVisionNamedBoundingBox `json:"namedBoundingBoxes,omitempty"`

	// PassedSemanticFilter: This response is added when semantic filter
	// config is turned on in EditConfig. It reports if this image is passed
	// semantic filter response. If passed_semantic_filter is false, the
	// bounding box information will be populated for user to check what
	// caused the semantic filter to fail.
	PassedSemanticFilter bool `json:"passedSemanticFilter,omitempty"`

	// ForceSendFields is a list of field names (e.g. "NamedBoundingBoxes")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NamedBoundingBoxes") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*CloudAiLargeModelsVisionSemanticFilterResponse) MarshalJSON 

func (s *CloudAiLargeModelsVisionSemanticFilterResponse) MarshalJSON() ([]byte, error)

type CloudAiLargeModelsVisionVideo 

type CloudAiLargeModelsVisionVideo struct {
	// Uri: Path to another storage (typically Google Cloud Storage).
	Uri string `json:"uri,omitempty"`

	// Video: Raw bytes.
	Video string `json:"video,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Uri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Uri") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiLargeModelsVisionVideo: Video

func (*CloudAiLargeModelsVisionVideo) MarshalJSON 

func (s *CloudAiLargeModelsVisionVideo) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceCandidate 

type CloudAiNlLlmProtoServiceCandidate struct {
	// CitationMetadata: Source attribution of the generated content.
	CitationMetadata *CloudAiNlLlmProtoServiceCitationMetadata `json:"citationMetadata,omitempty"`

	// Content: Content of the candidate.
	Content *CloudAiNlLlmProtoServiceContent `json:"content,omitempty"`

	// FinishMessage: A string that describes the filtering behavior in more
	// detail. Only filled when reason is set.
	FinishMessage string `json:"finishMessage,omitempty"`

	// FinishReason: The reason why the model stopped generating tokens.
	//
	// Possible values:
	//   "FINISH_REASON_UNSPECIFIED" - The finish reason is unspecified.
	//   "FINISH_REASON_STOP" - Natural stop point of the model or provided
	// stop sequence.
	//   "FINISH_REASON_MAX_TOKENS" - The maximum number of tokens as
	// specified in the request was reached.
	//   "FINISH_REASON_SAFETY" - The token generation was stopped as the
	// response was flagged for safety reasons. NOTE: When streaming the
	// Candidate.content will be empty if content filters blocked the
	// output.
	//   "FINISH_REASON_RECITATION" - The token generation was stopped as
	// the response was flagged for unauthorized citations.
	//   "FINISH_REASON_OTHER" - All other reasons that stopped the token
	// generation.
	//   "FINISH_REASON_BLOCKLIST" - The token generation was stopped as the
	// response was flagged for the terms which are included from the
	// terminology blocklist.
	//   "FINISH_REASON_PROHIBITED_CONTENT" - The token generation was
	// stopped as the response was flagged for the prohibited contents.
	//   "FINISH_REASON_SPII" - The token generation was stopped as the
	// response was flagged for Sensitive Personally Identifiable
	// Information (SPII) contents.
	FinishReason string `json:"finishReason,omitempty"`

	// GroundingMetadata: Grounding metadata. Combine with the facts list
	// from response to generate grounding citations for this choice.
	GroundingMetadata *LearningGenaiRootGroundingMetadata `json:"groundingMetadata,omitempty"`

	// Index: Index of the candidate.
	Index int64 `json:"index,omitempty"`

	// SafetyRatings: Safety ratings of the generated content.
	SafetyRatings []*CloudAiNlLlmProtoServiceSafetyRating `json:"safetyRatings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CitationMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CitationMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*CloudAiNlLlmProtoServiceCandidate) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceCandidate) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceCitation 

type CloudAiNlLlmProtoServiceCitation struct {
	// EndIndex: End index into the content.
	EndIndex int64 `json:"endIndex,omitempty"`

	// License: License of the attribution.
	License string `json:"license,omitempty"`

	// PublicationDate: Publication date of the attribution.
	PublicationDate *GoogleTypeDate `json:"publicationDate,omitempty"`

	// StartIndex: Start index into the content.
	StartIndex int64 `json:"startIndex,omitempty"`

	// Title: Title of the attribution.
	Title string `json:"title,omitempty"`

	// Uri: Url reference of the attribution.
	Uri string `json:"uri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EndIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EndIndex") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceCitation: Source attributions for content.

func (*CloudAiNlLlmProtoServiceCitation) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceCitation) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceCitationMetadata 

type CloudAiNlLlmProtoServiceCitationMetadata struct {
	// Citations: List of citations.
	Citations []*CloudAiNlLlmProtoServiceCitation `json:"citations,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Citations") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Citations") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceCitationMetadata: A collection of source attributions for a piece of content.

func (*CloudAiNlLlmProtoServiceCitationMetadata) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceCitationMetadata) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceContent 

type CloudAiNlLlmProtoServiceContent struct {
	// Parts: The parts of the message.
	Parts []*CloudAiNlLlmProtoServicePart `json:"parts,omitempty"`

	// Role: The role of the current conversation participant.
	Role string `json:"role,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parts") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceContent: The content of a single message from a participant.

func (*CloudAiNlLlmProtoServiceContent) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceContent) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceFact 

type CloudAiNlLlmProtoServiceFact struct {
	// Query: Query that is used to retrieve this fact.
	Query string `json:"query,omitempty"`

	// Summary: If present, the summary/snippet of the fact.
	Summary string `json:"summary,omitempty"`

	// Title: If present, it refers to the title of this fact.
	Title string `json:"title,omitempty"`

	// Url: If present, this URL links to the webpage of the fact.
	Url string `json:"url,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Query") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Query") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceFact: A condense version of WorldFact (assistant/boq/lamda/factuality/proto/factuality.proto) to propagate the essential information about the fact used in factuality to the upstream caller.

func (*CloudAiNlLlmProtoServiceFact) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceFact) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceFunctionCall 

type CloudAiNlLlmProtoServiceFunctionCall struct {
	// Args: The function parameters and values in JSON format.
	Args googleapi.RawMessage `json:"args,omitempty"`

	// Name: Required. The name of the function to call.
	Name string `json:"name,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Args") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Args") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceFunctionCall: Function call details.

func (*CloudAiNlLlmProtoServiceFunctionCall) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceFunctionCall) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceFunctionResponse 

type CloudAiNlLlmProtoServiceFunctionResponse struct {
	// Name: Required. The name of the function to call.
	Name string `json:"name,omitempty"`

	// Response: Required. The function response in JSON object format.
	Response googleapi.RawMessage `json:"response,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceFunctionResponse: Function response details.

func (*CloudAiNlLlmProtoServiceFunctionResponse) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceFunctionResponse) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceGenerateMultiModalResponse 

type CloudAiNlLlmProtoServiceGenerateMultiModalResponse struct {
	// Candidates: Possible candidate responses to the conversation up until
	// this point.
	Candidates []*CloudAiNlLlmProtoServiceCandidate `json:"candidates,omitempty"`

	// DebugMetadata: Debug information containing message metadata. Clients
	// should not consume this field, and this is only populated for Flow
	// Runner path.
	DebugMetadata *CloudAiNlLlmProtoServiceMessageMetadata `json:"debugMetadata,omitempty"`

	// Facts: External facts retrieved for factuality/grounding.
	Facts []*CloudAiNlLlmProtoServiceFact `json:"facts,omitempty"`

	// PromptFeedback: Content filter results for a prompt sent in the
	// request. Note: Sent only in the first stream chunk. Only happens when
	// no candidates were generated due to content violations.
	PromptFeedback *CloudAiNlLlmProtoServicePromptFeedback `json:"promptFeedback,omitempty"`

	// ReportingMetrics: Billable prediction metrics.
	ReportingMetrics *IntelligenceCloudAutomlXpsReportingMetrics `json:"reportingMetrics,omitempty"`

	// UsageMetadata: Usage metadata about the response(s).
	UsageMetadata *CloudAiNlLlmProtoServiceUsageMetadata `json:"usageMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Candidates") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Candidates") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*CloudAiNlLlmProtoServiceGenerateMultiModalResponse) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceGenerateMultiModalResponse) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceMessageMetadata 

type CloudAiNlLlmProtoServiceMessageMetadata struct {
	// InputFilterInfo: Filter metadata of the input messages.
	InputFilterInfo *LearningServingLlmMessageMetadata `json:"inputFilterInfo,omitempty"`

	// ModelRoutingDecision: This score is generated by the router model to
	// decide which model to use
	ModelRoutingDecision *LearningGenaiRootRoutingDecision `json:"modelRoutingDecision,omitempty"`

	// OutputFilterInfo: Filter metadata of the output messages.
	OutputFilterInfo []*LearningServingLlmMessageMetadata `json:"outputFilterInfo,omitempty"`

	// ForceSendFields is a list of field names (e.g. "InputFilterInfo") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "InputFilterInfo") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*CloudAiNlLlmProtoServiceMessageMetadata) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceMessageMetadata) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServicePart 

type CloudAiNlLlmProtoServicePart struct {
	// FileData: URI-based data.
	FileData *CloudAiNlLlmProtoServicePartFileData `json:"fileData,omitempty"`

	// FunctionCall: Function call data.
	FunctionCall *CloudAiNlLlmProtoServiceFunctionCall `json:"functionCall,omitempty"`

	// FunctionResponse: Function response data.
	FunctionResponse *CloudAiNlLlmProtoServiceFunctionResponse `json:"functionResponse,omitempty"`

	// InlineData: Inline bytes data
	InlineData *CloudAiNlLlmProtoServicePartBlob `json:"inlineData,omitempty"`

	// Text: Text input.
	Text string `json:"text,omitempty"`

	// VideoMetadata: Video metadata. The metadata should only be specified
	// while the video data is presented in inline_data or file_data.
	VideoMetadata *CloudAiNlLlmProtoServicePartVideoMetadata `json:"videoMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FileData") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FileData") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServicePart: A single part of a message.

func (*CloudAiNlLlmProtoServicePart) MarshalJSON 

func (s *CloudAiNlLlmProtoServicePart) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServicePartBlob 

type CloudAiNlLlmProtoServicePartBlob struct {
	// Data: Inline data.
	Data string `json:"data,omitempty"`

	// MimeType: The mime type corresponding to this input.
	MimeType string `json:"mimeType,omitempty"`

	// OriginalFileData: Original file data where the blob comes from.
	OriginalFileData *CloudAiNlLlmProtoServicePartFileData `json:"originalFileData,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Data") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Data") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServicePartBlob: Represents arbitrary blob data input.

func (*CloudAiNlLlmProtoServicePartBlob) MarshalJSON 

func (s *CloudAiNlLlmProtoServicePartBlob) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServicePartFileData 

type CloudAiNlLlmProtoServicePartFileData struct {
	// FileUri: Inline data.
	FileUri string `json:"fileUri,omitempty"`

	// MimeType: The mime type corresponding to this input.
	MimeType string `json:"mimeType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FileUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FileUri") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServicePartFileData: Represents file data.

func (*CloudAiNlLlmProtoServicePartFileData) MarshalJSON 

func (s *CloudAiNlLlmProtoServicePartFileData) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServicePartVideoMetadata 

type CloudAiNlLlmProtoServicePartVideoMetadata struct {
	// EndOffset: The end offset of the video.
	EndOffset string `json:"endOffset,omitempty"`

	// StartOffset: The start offset of the video.
	StartOffset string `json:"startOffset,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EndOffset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EndOffset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServicePartVideoMetadata: Metadata describes the input video content.

func (*CloudAiNlLlmProtoServicePartVideoMetadata) MarshalJSON 

func (s *CloudAiNlLlmProtoServicePartVideoMetadata) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServicePromptFeedback 

type CloudAiNlLlmProtoServicePromptFeedback struct {
	// BlockReason: Blocked reason.
	//
	// Possible values:
	//   "BLOCKED_REASON_UNSPECIFIED" - Unspecified blocked reason.
	//   "SAFETY" - Candidates blocked due to safety.
	//   "OTHER" - Candidates blocked due to other reason.
	//   "BLOCKLIST" - Candidates blocked due to the terms which are
	// included from the terminology blocklist.
	//   "PROHIBITED_CONTENT" - Candidates blocked due to prohibited
	// content.
	BlockReason string `json:"blockReason,omitempty"`

	// BlockReasonMessage: A readable block reason message.
	BlockReasonMessage string `json:"blockReasonMessage,omitempty"`

	// SafetyRatings: Safety ratings.
	SafetyRatings []*CloudAiNlLlmProtoServiceSafetyRating `json:"safetyRatings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BlockReason") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BlockReason") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServicePromptFeedback: Content filter results for a prompt sent in the request.

func (*CloudAiNlLlmProtoServicePromptFeedback) MarshalJSON 

func (s *CloudAiNlLlmProtoServicePromptFeedback) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceRaiResult 

type CloudAiNlLlmProtoServiceRaiResult struct {
	// AidaRecitationResult: Recitation result from Aida recitation checker.
	AidaRecitationResult *LanguageLabsAidaTrustRecitationProtoRecitationResult `json:"aidaRecitationResult,omitempty"`

	// Blocked: Use `triggered_blocklist`.
	Blocked bool `json:"blocked,omitempty"`

	// ErrorCodes: The error codes indicate which RAI filters block the
	// response.
	ErrorCodes []int64 `json:"errorCodes,omitempty"`

	// Filtered: Whether the text should be filtered and not shown to the
	// end user. This is determined based on a combination of
	// `triggered_recitation`, `triggered_blocklist`,
	// `language_filter_result`, and `triggered_safety_filter`.
	Filtered bool `json:"filtered,omitempty"`

	// LanguageFilterResult: Language filter result from SAFT LangId.
	LanguageFilterResult *LearningGenaiRootLanguageFilterResult `json:"languageFilterResult,omitempty"`

	// RaiSignals: The RAI signals for the text.
	RaiSignals []*CloudAiNlLlmProtoServiceRaiSignal `json:"raiSignals,omitempty"`

	// TriggeredBlocklist: Whether the text triggered the blocklist.
	TriggeredBlocklist bool `json:"triggeredBlocklist,omitempty"`

	// TriggeredRecitation: Whether the text should be blocked by the
	// recitation result from Aida recitation checker. It is determined from
	// aida_recitation_result.
	TriggeredRecitation bool `json:"triggeredRecitation,omitempty"`

	// TriggeredSafetyFilter: Whether the text triggered the safety filter.
	// Currently, this is due to CSAI triggering or one of four categories
	// (derogatory, sexual, toxic, violent) having a score over the filter
	// threshold.
	TriggeredSafetyFilter bool `json:"triggeredSafetyFilter,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AidaRecitationResult") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AidaRecitationResult") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceRaiResult: The RAI results for a given text.

func (*CloudAiNlLlmProtoServiceRaiResult) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceRaiResult) MarshalJSON() ([]byte, error)

type CloudAiNlLlmProtoServiceRaiSignal 

type CloudAiNlLlmProtoServiceRaiSignal struct {
	// Confidence: The confidence level for the RAI category.
	//
	// Possible values:
	//   "CONFIDENCE_UNSPECIFIED"
	//   "CONFIDENCE_NONE"
	//   "CONFIDENCE_LOW"
	//   "CONFIDENCE_MEDIUM"
	//   "CONFIDENCE_HIGH"
	Confidence string `json:"confidence,omitempty"`

	// Flagged: Whether the category is flagged as being present. Currently,
	// this is set to true if score >= 0.5.
	Flagged bool `json:"flagged,omitempty"`

	// RaiCategory: The RAI category.
	//
	// Possible values:
	//   "RAI_CATEGORY_UNSPECIFIED"
	//   "TOXIC" - SafetyCat categories.
	//   "SEXUALLY_EXPLICIT"
	//   "HATE_SPEECH"
	//   "VIOLENT"
	//   "PROFANITY"
	//   "HARASSMENT"
	//   "DEATH_HARM_TRAGEDY"
	//   "FIREARMS_WEAPONS"
	//   "PUBLIC_SAFETY"
	//   "HEALTH"
	//   "RELIGIOUS_BELIEF"
	//   "ILLICIT_DRUGS"
	//   "WAR_CONFLICT"
	//   "POLITICS"
	//   "FINANCE"
	//   "LEGAL"
	//   "CSAI" - GRAIL categories that can't be exposed to end users.
	//   "FRINGE"
	//   "THREAT" - Unused categories.
	//   "SEVERE_TOXICITY"
	//   "TOXICITY" - Old category names.
	//   "SEXUAL"
	//   "INSULT"
	//   "DEROGATORY"
	//   "IDENTITY_ATTACK"
	//   "VIOLENCE_ABUSE"
	//   "OBSCENE"
	//   "DRUGS"
	//   "CSAM" - CSAM V2
	//   "SPII" - SPII
	//   "DANGEROUS_CONTENT" - New SafetyCat v3 categories
	//   "DANGEROUS_CONTENT_SEVERITY"
	//   "INSULT_SEVERITY"
	//   "DEROGATORY_SEVERITY"
	//   "SEXUAL_SEVERITY"
	RaiCategory string `json:"raiCategory,omitempty"`

	// Score: The score for the category, in the range [0.0, 1.0].
	Score float64 `json:"score,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Confidence") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Confidence") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceRaiSignal: An RAI signal for a single category.

func (*CloudAiNlLlmProtoServiceRaiSignal) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceRaiSignal) MarshalJSON() ([]byte, error)

func (*CloudAiNlLlmProtoServiceRaiSignal) UnmarshalJSON 

func (s *CloudAiNlLlmProtoServiceRaiSignal) UnmarshalJSON(data []byte) error

type CloudAiNlLlmProtoServiceSafetyRating 

type CloudAiNlLlmProtoServiceSafetyRating struct {
	// Blocked: Indicates whether the content was filtered out because of
	// this rating.
	Blocked bool `json:"blocked,omitempty"`

	// Category: Harm category.
	//
	// Possible values:
	//   "HARM_CATEGORY_UNSPECIFIED" - The harm category is unspecified.
	//   "HARM_CATEGORY_HATE_SPEECH" - The harm category is hate speech.
	//   "HARM_CATEGORY_DANGEROUS_CONTENT" - The harm category is dengerous
	// content.
	//   "HARM_CATEGORY_HARASSMENT" - The harm category is harassment.
	//   "HARM_CATEGORY_SEXUALLY_EXPLICIT" - The harm category is sexually
	// explicit.
	Category string `json:"category,omitempty"`

	// InfluentialTerms: The influential terms that could potentially block
	// the response.
	InfluentialTerms []*CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm `json:"influentialTerms,omitempty"`

	// Probability: Harm probability levels in the content.
	//
	// Possible values:
	//   "HARM_PROBABILITY_UNSPECIFIED" - Harm probability unspecified.
	//   "NEGLIGIBLE" - Negligible level of harm.
	//   "LOW" - Low level of harm.
	//   "MEDIUM" - Medium level of harm.
	//   "HIGH" - High level of harm.
	Probability string `json:"probability,omitempty"`

	// ProbabilityScore: Harm probability score.
	ProbabilityScore float64 `json:"probabilityScore,omitempty"`

	// Severity: Harm severity levels in the content.
	//
	// Possible values:
	//   "HARM_SEVERITY_UNSPECIFIED" - Harm severity unspecified.
	//   "HARM_SEVERITY_NEGLIGIBLE" - Negligible level of harm severity.
	//   "HARM_SEVERITY_LOW" - Low level of harm severity.
	//   "HARM_SEVERITY_MEDIUM" - Medium level of harm severity.
	//   "HARM_SEVERITY_HIGH" - High level of harm severity.
	Severity string `json:"severity,omitempty"`

	// SeverityScore: Harm severity score.
	SeverityScore float64 `json:"severityScore,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Blocked") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Blocked") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceSafetyRating: Safety rating corresponding to the generated content.

func (*CloudAiNlLlmProtoServiceSafetyRating) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceSafetyRating) MarshalJSON() ([]byte, error)

func (*CloudAiNlLlmProtoServiceSafetyRating) UnmarshalJSON 

func (s *CloudAiNlLlmProtoServiceSafetyRating) UnmarshalJSON(data []byte) error

type CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm 

type CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm struct {
	// BeginOffset: The beginning offset of the influential term.
	BeginOffset int64 `json:"beginOffset,omitempty"`

	// Confidence: The confidence score of the influential term.
	Confidence float64 `json:"confidence,omitempty"`

	// Source: The source of the influential term, prompt or response.
	//
	// Possible values:
	//   "SOURCE_UNSPECIFIED" - Unspecified source.
	//   "PROMPT" - The influential term comes from the prompt.
	//   "RESPONSE" - The influential term comes from the response.
	Source string `json:"source,omitempty"`

	// Term: The influential term.
	Term string `json:"term,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BeginOffset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BeginOffset") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm: The influential term that could potentially block the response.

func (*CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm) MarshalJSON() ([]byte, error)

func (*CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm) UnmarshalJSON 

func (s *CloudAiNlLlmProtoServiceSafetyRatingInfluentialTerm) UnmarshalJSON(data []byte) error

type CloudAiNlLlmProtoServiceUsageMetadata 

type CloudAiNlLlmProtoServiceUsageMetadata struct {
	// CandidatesTokenCount: Number of tokens in the response(s).
	CandidatesTokenCount int64 `json:"candidatesTokenCount,omitempty"`

	// PromptTokenCount: Number of tokens in the request.
	PromptTokenCount int64 `json:"promptTokenCount,omitempty"`

	TotalTokenCount int64 `json:"totalTokenCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "CandidatesTokenCount") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CandidatesTokenCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

CloudAiNlLlmProtoServiceUsageMetadata: Usage metadata about response(s).

func (*CloudAiNlLlmProtoServiceUsageMetadata) MarshalJSON 

func (s *CloudAiNlLlmProtoServiceUsageMetadata) MarshalJSON() ([]byte, error)

type GoogleApiHttpBody 

type GoogleApiHttpBody struct {
	// ContentType: The HTTP Content-Type header value specifying the
	// content type of the body.
	ContentType string `json:"contentType,omitempty"`

	// Data: The HTTP request/response body as raw binary.
	Data string `json:"data,omitempty"`

	// Extensions: Application specific response metadata. Must be set in
	// the first response for streaming APIs.
	Extensions []googleapi.RawMessage `json:"extensions,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "ContentType") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ContentType") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleApiHttpBody: Message that represents an arbitrary HTTP body. It should only be used for payload formats that can't be represented as JSON, such as raw binary or an HTML page. This message can be used both in streaming and non-streaming API methods in the request as well as the response. It can be used as a top-level request field, which is convenient if one wants to extract parameters from either the URL or HTTP template into the request fields and also want access to the raw HTTP body. Example: message GetResourceRequest { // A unique request id. string request_id = 1; // The raw HTTP body is bound to this field. google.api.HttpBody http_body = 2; } service ResourceService { rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); rpc UpdateResource(google.api.HttpBody) returns (google.protobuf.Empty); } Example with streaming methods: service CaldavService { rpc GetCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); rpc UpdateCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); } Use of this type only changes how the request and response bodies are handled, all other features will continue to work unchanged.

func (*GoogleApiHttpBody) MarshalJSON 

func (s *GoogleApiHttpBody) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ActiveLearningConfig 

type GoogleCloudAiplatformV1ActiveLearningConfig struct {
	// MaxDataItemCount: Max number of human labeled DataItems.
	MaxDataItemCount int64 `json:"maxDataItemCount,omitempty,string"`

	// MaxDataItemPercentage: Max percent of total DataItems for human
	// labeling.
	MaxDataItemPercentage int64 `json:"maxDataItemPercentage,omitempty"`

	// SampleConfig: Active learning data sampling config. For every active
	// learning labeling iteration, it will select a batch of data based on
	// the sampling strategy.
	SampleConfig *GoogleCloudAiplatformV1SampleConfig `json:"sampleConfig,omitempty"`

	// TrainingConfig: CMLE training config. For every active learning
	// labeling iteration, system will train a machine learning model on
	// CMLE. The trained model will be used by data sampling algorithm to
	// select DataItems.
	TrainingConfig *GoogleCloudAiplatformV1TrainingConfig `json:"trainingConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MaxDataItemCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MaxDataItemCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ActiveLearningConfig: Parameters that configure the active learning pipeline. Active learning will label the data incrementally by several iterations. For every iteration, it will select a batch of data based on the sampling strategy.

func (*GoogleCloudAiplatformV1ActiveLearningConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ActiveLearningConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsRequest 

type GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsRequest struct {
	// Artifacts: The resource names of the Artifacts to attribute to the
	// Context. Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore
	// }/artifacts/{artifact}`
	Artifacts []string `json:"artifacts,omitempty"`

	// Executions: The resource names of the Executions to associate with
	// the Context. Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore
	// }/executions/{execution}`
	Executions []string `json:"executions,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Artifacts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Artifacts") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsRequest: Request message for MetadataService.AddContextArtifactsAndExecutions.

func (*GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsResponse 

type GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsResponse struct {
	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`
}

GoogleCloudAiplatformV1AddContextArtifactsAndExecutionsResponse: Response message for MetadataService.AddContextArtifactsAndExecutions.

type GoogleCloudAiplatformV1AddContextChildrenRequest 

type GoogleCloudAiplatformV1AddContextChildrenRequest struct {
	// ChildContexts: The resource names of the child Contexts.
	ChildContexts []string `json:"childContexts,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ChildContexts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ChildContexts") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AddContextChildrenRequest: Request message for MetadataService.AddContextChildren.

func (*GoogleCloudAiplatformV1AddContextChildrenRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1AddContextChildrenRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AddContextChildrenResponse 

type GoogleCloudAiplatformV1AddContextChildrenResponse struct {
	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`
}

GoogleCloudAiplatformV1AddContextChildrenResponse: Response message for MetadataService.AddContextChildren.

type GoogleCloudAiplatformV1AddExecutionEventsRequest 

type GoogleCloudAiplatformV1AddExecutionEventsRequest struct {
	// Events: The Events to create and add.
	Events []*GoogleCloudAiplatformV1Event `json:"events,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Events") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Events") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AddExecutionEventsRequest: Request message for MetadataService.AddExecutionEvents.

func (*GoogleCloudAiplatformV1AddExecutionEventsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1AddExecutionEventsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AddExecutionEventsResponse 

type GoogleCloudAiplatformV1AddExecutionEventsResponse struct {
	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`
}

GoogleCloudAiplatformV1AddExecutionEventsResponse: Response message for MetadataService.AddExecutionEvents.

type GoogleCloudAiplatformV1AddTrialMeasurementRequest 

type GoogleCloudAiplatformV1AddTrialMeasurementRequest struct {
	// Measurement: Required. The measurement to be added to a Trial.
	Measurement *GoogleCloudAiplatformV1Measurement `json:"measurement,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Measurement") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Measurement") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AddTrialMeasurementRequest: Request message for VizierService.AddTrialMeasurement.

func (*GoogleCloudAiplatformV1AddTrialMeasurementRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1AddTrialMeasurementRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Annotation 

type GoogleCloudAiplatformV1Annotation struct {
	// AnnotationSource: Output only. The source of the Annotation.
	AnnotationSource *GoogleCloudAiplatformV1UserActionReference `json:"annotationSource,omitempty"`

	// CreateTime: Output only. Timestamp when this Annotation was created.
	CreateTime string `json:"createTime,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your Annotations. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. No more than 64 user labels can be associated with one
	// Annotation(System labels are excluded). See https://goo.gl/xmQnxf for
	// more information and examples of labels. System reserved label keys
	// are prefixed with "aiplatform.googleapis.com/" and are immutable.
	// Following system labels exist for each Annotation: *
	// "aiplatform.googleapis.com/annotation_set_name": optional, name of
	// the UI's annotation set this Annotation belongs to. If not set, the
	// Annotation is not visible in the UI. *
	// "aiplatform.googleapis.com/payload_schema": output only, its value is
	// the payload_schema's title.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. Resource name of the Annotation.
	Name string `json:"name,omitempty"`

	// Payload: Required. The schema of the payload can be found in
	// payload_schema.
	Payload interface{} `json:"payload,omitempty"`

	// PayloadSchemaUri: Required. Google Cloud Storage URI points to a YAML
	// file describing payload. The schema is defined as an OpenAPI 3.0.2
	// Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// The schema files that can be used here are found in
	// gs://google-cloud-aiplatform/schema/dataset/annotation/, note that
	// the chosen schema must be consistent with the parent Dataset's
	// metadata.
	PayloadSchemaUri string `json:"payloadSchemaUri,omitempty"`

	// UpdateTime: Output only. Timestamp when this Annotation was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotationSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationSource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Annotation: Used to assign specific AnnotationSpec to a particular area of a DataItem or the whole part of the DataItem.

func (*GoogleCloudAiplatformV1Annotation) MarshalJSON 

func (s *GoogleCloudAiplatformV1Annotation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AnnotationSpec 

type GoogleCloudAiplatformV1AnnotationSpec struct {
	// CreateTime: Output only. Timestamp when this AnnotationSpec was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DisplayName: Required. The user-defined name of the AnnotationSpec.
	// The name can be up to 128 characters long and can consist of any
	// UTF-8 characters.
	DisplayName string `json:"displayName,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Name: Output only. Resource name of the AnnotationSpec.
	Name string `json:"name,omitempty"`

	// UpdateTime: Output only. Timestamp when AnnotationSpec was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AnnotationSpec: Identifies a concept with which DataItems may be annotated with.

func (*GoogleCloudAiplatformV1AnnotationSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1AnnotationSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Artifact 

type GoogleCloudAiplatformV1Artifact struct {
	// CreateTime: Output only. Timestamp when this Artifact was created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the Artifact
	Description string `json:"description,omitempty"`

	// DisplayName: User provided display name of the Artifact. May be up to
	// 128 Unicode characters.
	DisplayName string `json:"displayName,omitempty"`

	// Etag: An eTag used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Artifacts. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. No more than 64 user labels can be associated with one
	// Artifact (System labels are excluded).
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: Properties of the Artifact. Top level metadata keys'
	// heading and trailing spaces will be trimmed. The size of this field
	// should not exceed 200KB.
	Metadata googleapi.RawMessage `json:"metadata,omitempty"`

	// Name: Output only. The resource name of the Artifact.
	Name string `json:"name,omitempty"`

	// SchemaTitle: The title of the schema describing the metadata. Schema
	// title and version is expected to be registered in earlier Create
	// Schema calls. And both are used together as unique identifiers to
	// identify schemas within the local metadata store.
	SchemaTitle string `json:"schemaTitle,omitempty"`

	// SchemaVersion: The version of the schema in schema_name to use.
	// Schema title and version is expected to be registered in earlier
	// Create Schema calls. And both are used together as unique identifiers
	// to identify schemas within the local metadata store.
	SchemaVersion string `json:"schemaVersion,omitempty"`

	// State: The state of this Artifact. This is a property of the
	// Artifact, and does not imply or capture any ongoing process. This
	// property is managed by clients (such as Vertex AI Pipelines), and the
	// system does not prescribe or check the validity of state transitions.
	//
	// Possible values:
	//   "STATE_UNSPECIFIED" - Unspecified state for the Artifact.
	//   "PENDING" - A state used by systems like Vertex AI Pipelines to
	// indicate that the underlying data item represented by this Artifact
	// is being created.
	//   "LIVE" - A state indicating that the Artifact should exist, unless
	// something external to the system deletes it.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this Artifact was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// Uri: The uniform resource identifier of the artifact file. May be
	// empty if there is no actual artifact file.
	Uri string `json:"uri,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Artifact: Instance of a general artifact.

func (*GoogleCloudAiplatformV1Artifact) MarshalJSON 

func (s *GoogleCloudAiplatformV1Artifact) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AssignNotebookRuntimeOperationMetadata 

type GoogleCloudAiplatformV1AssignNotebookRuntimeOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ProgressMessage: A human-readable message that shows the intermediate
	// progress details of NotebookRuntime.
	ProgressMessage string `json:"progressMessage,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AssignNotebookRuntimeOperationMetadata: Metadata information for NotebookService.AssignNotebookRuntime.

func (*GoogleCloudAiplatformV1AssignNotebookRuntimeOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1AssignNotebookRuntimeOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AssignNotebookRuntimeRequest 

type GoogleCloudAiplatformV1AssignNotebookRuntimeRequest struct {
	// NotebookRuntime: Required. Provide runtime specific information (e.g.
	// runtime owner, notebook id) used for NotebookRuntime assignment.
	NotebookRuntime *GoogleCloudAiplatformV1NotebookRuntime `json:"notebookRuntime,omitempty"`

	// NotebookRuntimeId: Optional. User specified ID for the notebook
	// runtime.
	NotebookRuntimeId string `json:"notebookRuntimeId,omitempty"`

	// NotebookRuntimeTemplate: Required. The resource name of the
	// NotebookRuntimeTemplate based on which a NotebookRuntime will be
	// assigned (reuse or create a new one).
	NotebookRuntimeTemplate string `json:"notebookRuntimeTemplate,omitempty"`

	// ForceSendFields is a list of field names (e.g. "NotebookRuntime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NotebookRuntime") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AssignNotebookRuntimeRequest: Request message for NotebookService.AssignNotebookRuntime.

func (*GoogleCloudAiplatformV1AssignNotebookRuntimeRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1AssignNotebookRuntimeRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Attribution 

type GoogleCloudAiplatformV1Attribution struct {
	// ApproximationError: Output only. Error of feature_attributions caused
	// by approximation used in the explanation method. Lower value means
	// more precise attributions. * For Sampled Shapley attribution,
	// increasing path_count might reduce the error. * For Integrated
	// Gradients attribution, increasing step_count might reduce the error.
	// * For XRAI attribution, increasing step_count might reduce the error.
	// See this introduction (/vertex-ai/docs/explainable-ai/overview) for
	// more information.
	ApproximationError float64 `json:"approximationError,omitempty"`

	// BaselineOutputValue: Output only. Model predicted output if the input
	// instance is constructed from the baselines of all the features
	// defined in ExplanationMetadata.inputs. The field name of the output
	// is determined by the key in ExplanationMetadata.outputs. If the
	// Model's predicted output has multiple dimensions (rank > 1), this is
	// the value in the output located by output_index. If there are
	// multiple baselines, their output values are averaged.
	BaselineOutputValue float64 `json:"baselineOutputValue,omitempty"`

	// FeatureAttributions: Output only. Attributions of each explained
	// feature. Features are extracted from the prediction instances
	// according to explanation metadata for inputs. The value is a struct,
	// whose keys are the name of the feature. The values are how much the
	// feature in the instance contributed to the predicted result. The
	// format of the value is determined by the feature's input format: * If
	// the feature is a scalar value, the attribution value is a floating
	// number. * If the feature is an array of scalar values, the
	// attribution value is an array. * If the feature is a struct, the
	// attribution value is a struct. The keys in the attribution value
	// struct are the same as the keys in the feature struct. The formats of
	// the values in the attribution struct are determined by the formats of
	// the values in the feature struct. The
	// ExplanationMetadata.feature_attributions_schema_uri field, pointed to
	// by the ExplanationSpec field of the Endpoint.deployed_models object,
	// points to the schema file that describes the features and their
	// attribution values (if it is populated).
	FeatureAttributions interface{} `json:"featureAttributions,omitempty"`

	// InstanceOutputValue: Output only. Model predicted output on the
	// corresponding explanation instance. The field name of the output is
	// determined by the key in ExplanationMetadata.outputs. If the Model
	// predicted output has multiple dimensions, this is the value in the
	// output located by output_index.
	InstanceOutputValue float64 `json:"instanceOutputValue,omitempty"`

	// OutputDisplayName: Output only. The display name of the output
	// identified by output_index. For example, the predicted class name by
	// a multi-classification Model. This field is only populated iff the
	// Model predicts display names as a separate field along with the
	// explained output. The predicted display name must has the same shape
	// of the explained output, and can be located using output_index.
	OutputDisplayName string `json:"outputDisplayName,omitempty"`

	// OutputIndex: Output only. The index that locates the explained
	// prediction output. If the prediction output is a scalar value,
	// output_index is not populated. If the prediction output has multiple
	// dimensions, the length of the output_index list is the same as the
	// number of dimensions of the output. The i-th element in output_index
	// is the element index of the i-th dimension of the output vector.
	// Indices start from 0.
	OutputIndex []int64 `json:"outputIndex,omitempty"`

	// OutputName: Output only. Name of the explain output. Specified as the
	// key in ExplanationMetadata.outputs.
	OutputName string `json:"outputName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ApproximationError")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ApproximationError") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Attribution: Attribution that explains a particular prediction output.

func (*GoogleCloudAiplatformV1Attribution) MarshalJSON 

func (s *GoogleCloudAiplatformV1Attribution) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1Attribution) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1Attribution) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1AutomaticResources 

type GoogleCloudAiplatformV1AutomaticResources struct {
	// MaxReplicaCount: Immutable. The maximum number of replicas this
	// DeployedModel may be deployed on when the traffic against it
	// increases. If the requested value is too large, the deployment will
	// error, but if deployment succeeds then the ability to scale the model
	// to that many replicas is guaranteed (barring service outages). If
	// traffic against the DeployedModel increases beyond what its replicas
	// at maximum may handle, a portion of the traffic will be dropped. If
	// this value is not provided, a no upper bound for scaling under heavy
	// traffic will be assume, though Vertex AI may be unable to scale
	// beyond certain replica number.
	MaxReplicaCount int64 `json:"maxReplicaCount,omitempty"`

	// MinReplicaCount: Immutable. The minimum number of replicas this
	// DeployedModel will be always deployed on. If traffic against it
	// increases, it may dynamically be deployed onto more replicas up to
	// max_replica_count, and as traffic decreases, some of these extra
	// replicas may be freed. If the requested value is too large, the
	// deployment will error.
	MinReplicaCount int64 `json:"minReplicaCount,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MaxReplicaCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MaxReplicaCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AutomaticResources: A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration. Each Model supporting these resources documents its specific guidelines.

func (*GoogleCloudAiplatformV1AutomaticResources) MarshalJSON 

func (s *GoogleCloudAiplatformV1AutomaticResources) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AutoscalingMetricSpec 

type GoogleCloudAiplatformV1AutoscalingMetricSpec struct {
	// MetricName: Required. The resource metric name. Supported metrics: *
	// For Online Prediction: *
	// `aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle`
	// * `aiplatform.googleapis.com/prediction/online/cpu/utilization`
	MetricName string `json:"metricName,omitempty"`

	// Target: The target resource utilization in percentage (1% - 100%) for
	// the given metric; once the real usage deviates from the target by a
	// certain percentage, the machine replicas change. The default value is
	// 60 (representing 60%) if not provided.
	Target int64 `json:"target,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MetricName") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MetricName") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AutoscalingMetricSpec: The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

func (*GoogleCloudAiplatformV1AutoscalingMetricSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1AutoscalingMetricSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1AvroSource 

type GoogleCloudAiplatformV1AvroSource struct {
	// GcsSource: Required. Google Cloud Storage location.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GcsSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GcsSource") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1AvroSource: The storage details for Avro input content.

func (*GoogleCloudAiplatformV1AvroSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1AvroSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCancelPipelineJobsRequest 

type GoogleCloudAiplatformV1BatchCancelPipelineJobsRequest struct {
	// Names: Required. The names of the PipelineJobs to cancel. A maximum
	// of 32 PipelineJobs can be cancelled in a batch. Format:
	// `projects/{project}/locations/{location}/pipelineJobs/{pipelineJob}`
	Names []string `json:"names,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Names") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Names") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCancelPipelineJobsRequest: Request message for PipelineService.BatchCancelPipelineJobs.

func (*GoogleCloudAiplatformV1BatchCancelPipelineJobsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCancelPipelineJobsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateFeaturesOperationMetadata 

type GoogleCloudAiplatformV1BatchCreateFeaturesOperationMetadata struct {
	// GenericMetadata: Operation metadata for Feature.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateFeaturesOperationMetadata: Details of operations that perform batch create Features.

func (*GoogleCloudAiplatformV1BatchCreateFeaturesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateFeaturesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateFeaturesRequest 

type GoogleCloudAiplatformV1BatchCreateFeaturesRequest struct {
	// Requests: Required. The request message specifying the Features to
	// create. All Features must be created under the same parent
	// EntityType. The `parent` field in each child request message can be
	// omitted. If `parent` is set in a child request, then the value must
	// match the `parent` value in this request message.
	Requests []*GoogleCloudAiplatformV1CreateFeatureRequest `json:"requests,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Requests") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Requests") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateFeaturesRequest: Request message for FeaturestoreService.BatchCreateFeatures.

func (*GoogleCloudAiplatformV1BatchCreateFeaturesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateFeaturesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateFeaturesResponse 

type GoogleCloudAiplatformV1BatchCreateFeaturesResponse struct {
	// Features: The Features created.
	Features []*GoogleCloudAiplatformV1Feature `json:"features,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Features") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Features") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateFeaturesResponse: Response message for FeaturestoreService.BatchCreateFeatures.

func (*GoogleCloudAiplatformV1BatchCreateFeaturesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateFeaturesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateTensorboardRunsRequest 

type GoogleCloudAiplatformV1BatchCreateTensorboardRunsRequest struct {
	// Requests: Required. The request message specifying the
	// TensorboardRuns to create. A maximum of 1000 TensorboardRuns can be
	// created in a batch.
	Requests []*GoogleCloudAiplatformV1CreateTensorboardRunRequest `json:"requests,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Requests") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Requests") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateTensorboardRunsRequest: Request message for TensorboardService.BatchCreateTensorboardRuns.

func (*GoogleCloudAiplatformV1BatchCreateTensorboardRunsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateTensorboardRunsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateTensorboardRunsResponse 

type GoogleCloudAiplatformV1BatchCreateTensorboardRunsResponse struct {
	// TensorboardRuns: The created TensorboardRuns.
	TensorboardRuns []*GoogleCloudAiplatformV1TensorboardRun `json:"tensorboardRuns,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "TensorboardRuns") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TensorboardRuns") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateTensorboardRunsResponse: Response message for TensorboardService.BatchCreateTensorboardRuns.

func (*GoogleCloudAiplatformV1BatchCreateTensorboardRunsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateTensorboardRunsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesRequest 

type GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesRequest struct {
	// Requests: Required. The request message specifying the
	// TensorboardTimeSeries to create. A maximum of 1000
	// TensorboardTimeSeries can be created in a batch.
	Requests []*GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest `json:"requests,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Requests") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Requests") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesRequest: Request message for TensorboardService.BatchCreateTensorboardTimeSeries.

func (*GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesResponse 

type GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesResponse struct {
	// TensorboardTimeSeries: The created TensorboardTimeSeries.
	TensorboardTimeSeries []*GoogleCloudAiplatformV1TensorboardTimeSeries `json:"tensorboardTimeSeries,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "TensorboardTimeSeries") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TensorboardTimeSeries") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesResponse: Response message for TensorboardService.BatchCreateTensorboardTimeSeries.

func (*GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchCreateTensorboardTimeSeriesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchDedicatedResources 

type GoogleCloudAiplatformV1BatchDedicatedResources struct {
	// MachineSpec: Required. Immutable. The specification of a single
	// machine.
	MachineSpec *GoogleCloudAiplatformV1MachineSpec `json:"machineSpec,omitempty"`

	// MaxReplicaCount: Immutable. The maximum number of machine replicas
	// the batch operation may be scaled to. The default value is 10.
	MaxReplicaCount int64 `json:"maxReplicaCount,omitempty"`

	// StartingReplicaCount: Immutable. The number of machine replicas used
	// at the start of the batch operation. If not set, Vertex AI decides
	// starting number, not greater than max_replica_count
	StartingReplicaCount int64 `json:"startingReplicaCount,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MachineSpec") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MachineSpec") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchDedicatedResources: A description of resources that are used for performing batch operations, are dedicated to a Model, and need manual configuration.

func (*GoogleCloudAiplatformV1BatchDedicatedResources) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchDedicatedResources) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchDeletePipelineJobsRequest 

type GoogleCloudAiplatformV1BatchDeletePipelineJobsRequest struct {
	// Names: Required. The names of the PipelineJobs to delete. A maximum
	// of 32 PipelineJobs can be deleted in a batch. Format:
	// `projects/{project}/locations/{location}/pipelineJobs/{pipelineJob}`
	Names []string `json:"names,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Names") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Names") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchDeletePipelineJobsRequest: Request message for PipelineService.BatchDeletePipelineJobs.

func (*GoogleCloudAiplatformV1BatchDeletePipelineJobsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchDeletePipelineJobsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsRequest 

type GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsRequest struct {
	// EvaluatedAnnotations: Required. Evaluated annotations resource to be
	// imported.
	EvaluatedAnnotations []*GoogleCloudAiplatformV1EvaluatedAnnotation `json:"evaluatedAnnotations,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "EvaluatedAnnotations") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EvaluatedAnnotations") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsRequest: Request message for ModelService.BatchImportEvaluatedAnnotations

func (*GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsResponse 

type GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsResponse struct {
	// ImportedEvaluatedAnnotationsCount: Output only. Number of
	// EvaluatedAnnotations imported.
	ImportedEvaluatedAnnotationsCount int64 `json:"importedEvaluatedAnnotationsCount,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "ImportedEvaluatedAnnotationsCount") to unconditionally include in
	// API requests. By default, fields with empty or default values are
	// omitted from API requests. However, any non-pointer, non-interface
	// field appearing in ForceSendFields will be sent to the server
	// regardless of whether the field is empty or not. This may be used to
	// include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "ImportedEvaluatedAnnotationsCount") to include in API requests with
	// the JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsResponse: Response message for ModelService.BatchImportEvaluatedAnnotations

func (*GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchImportEvaluatedAnnotationsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesRequest 

type GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesRequest struct {
	// ModelEvaluationSlices: Required. Model evaluation slice resource to
	// be imported.
	ModelEvaluationSlices []*GoogleCloudAiplatformV1ModelEvaluationSlice `json:"modelEvaluationSlices,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ModelEvaluationSlices") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ModelEvaluationSlices") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesRequest: Request message for ModelService.BatchImportModelEvaluationSlices

func (*GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesResponse 

type GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesResponse struct {
	// ImportedModelEvaluationSlices: Output only. List of imported
	// ModelEvaluationSlice.name.
	ImportedModelEvaluationSlices []string `json:"importedModelEvaluationSlices,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ImportedModelEvaluationSlices") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "ImportedModelEvaluationSlices") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesResponse: Response message for ModelService.BatchImportModelEvaluationSlices

func (*GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchImportModelEvaluationSlicesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadata 

type GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// PartialResults: Partial results that reflect the latest migration
	// operation progress.
	PartialResults []*GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialResult `json:"partialResults,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadata: Runtime operation information for MigrationService.BatchMigrateResources.

func (*GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialResult 

type GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialResult struct {
	// Dataset: Migrated dataset resource name.
	Dataset string `json:"dataset,omitempty"`

	// Error: The error result of the migration request in case of failure.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// Model: Migrated model resource name.
	Model string `json:"model,omitempty"`

	// Request: It's the same as the value in
	// MigrateResourceRequest.migrate_resource_requests.
	Request *GoogleCloudAiplatformV1MigrateResourceRequest `json:"request,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dataset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialRe sult: Represents a partial result in batch migration operation for one MigrateResourceRequest.

func (*GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialResult) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchMigrateResourcesOperationMetadataPartialResult) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchMigrateResourcesRequest 

type GoogleCloudAiplatformV1BatchMigrateResourcesRequest struct {
	// MigrateResourceRequests: Required. The request messages specifying
	// the resources to migrate. They must be in the same location as the
	// destination. Up to 50 resources can be migrated in one batch.
	MigrateResourceRequests []*GoogleCloudAiplatformV1MigrateResourceRequest `json:"migrateResourceRequests,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "MigrateResourceRequests") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MigrateResourceRequests")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchMigrateResourcesRequest: Request message for MigrationService.BatchMigrateResources.

func (*GoogleCloudAiplatformV1BatchMigrateResourcesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchMigrateResourcesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchMigrateResourcesResponse 

type GoogleCloudAiplatformV1BatchMigrateResourcesResponse struct {
	// MigrateResourceResponses: Successfully migrated resources.
	MigrateResourceResponses []*GoogleCloudAiplatformV1MigrateResourceResponse `json:"migrateResourceResponses,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "MigrateResourceResponses") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MigrateResourceResponses")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchMigrateResourcesResponse: Response message for MigrationService.BatchMigrateResources.

func (*GoogleCloudAiplatformV1BatchMigrateResourcesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchMigrateResourcesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchPredictionJob 

type GoogleCloudAiplatformV1BatchPredictionJob struct {
	// CompletionStats: Output only. Statistics on completed and failed
	// prediction instances.
	CompletionStats *GoogleCloudAiplatformV1CompletionStats `json:"completionStats,omitempty"`

	// CreateTime: Output only. Time when the BatchPredictionJob was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DedicatedResources: The config of resources used by the Model during
	// the batch prediction. If the Model supports DEDICATED_RESOURCES this
	// config may be provided (and the job will use these resources), if the
	// Model doesn't support AUTOMATIC_RESOURCES, this config must be
	// provided.
	DedicatedResources *GoogleCloudAiplatformV1BatchDedicatedResources `json:"dedicatedResources,omitempty"`

	// DisableContainerLogging: For custom-trained Models and AutoML Tabular
	// Models, the container of the DeployedModel instances will send
	// `stderr` and `stdout` streams to Cloud Logging by default. Please
	// note that the logs incur cost, which are subject to Cloud Logging
	// pricing (https://cloud.google.com/logging/pricing). User can disable
	// container logging by setting this flag to true.
	DisableContainerLogging bool `json:"disableContainerLogging,omitempty"`

	// DisplayName: Required. The user-defined name of this
	// BatchPredictionJob.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key options for a
	// BatchPredictionJob. If this is set, then all resources created by the
	// BatchPredictionJob will be encrypted with the provided encryption
	// key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// EndTime: Output only. Time when the BatchPredictionJob entered any of
	// the following states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`,
	// `JOB_STATE_CANCELLED`.
	EndTime string `json:"endTime,omitempty"`

	// Error: Output only. Only populated when the job's state is
	// JOB_STATE_FAILED or JOB_STATE_CANCELLED.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// ExplanationSpec: Explanation configuration for this
	// BatchPredictionJob. Can be specified only if generate_explanation is
	// set to `true`. This value overrides the value of
	// Model.explanation_spec. All fields of explanation_spec are optional
	// in the request. If a field of the explanation_spec object is not
	// populated, the corresponding field of the Model.explanation_spec
	// object is inherited.
	ExplanationSpec *GoogleCloudAiplatformV1ExplanationSpec `json:"explanationSpec,omitempty"`

	// GenerateExplanation: Generate explanation with the batch prediction
	// results. When set to `true`, the batch prediction output changes
	// based on the `predictions_format` field of the
	// BatchPredictionJob.output_config object: * `bigquery`: output
	// includes a column named `explanation`. The value is a struct that
	// conforms to the Explanation object. * `jsonl`: The JSON objects on
	// each line include an additional entry keyed `explanation`. The value
	// of the entry is a JSON object that conforms to the Explanation
	// object. * `csv`: Generating explanations for CSV format is not
	// supported. If this field is set to true, either the
	// Model.explanation_spec or explanation_spec must be populated.
	GenerateExplanation bool `json:"generateExplanation,omitempty"`

	// InputConfig: Required. Input configuration of the instances on which
	// predictions are performed. The schema of any single instance may be
	// specified via the Model's PredictSchemata's instance_schema_uri.
	InputConfig *GoogleCloudAiplatformV1BatchPredictionJobInputConfig `json:"inputConfig,omitempty"`

	// InstanceConfig: Configuration for how to convert batch prediction
	// input instances to the prediction instances that are sent to the
	// Model.
	InstanceConfig *GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig `json:"instanceConfig,omitempty"`

	// Labels: The labels with user-defined metadata to organize
	// BatchPredictionJobs. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information and
	// examples of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// ManualBatchTuningParameters: Immutable. Parameters configuring the
	// batch behavior. Currently only applicable when dedicated_resources
	// are used (in other cases Vertex AI does the tuning itself).
	ManualBatchTuningParameters *GoogleCloudAiplatformV1ManualBatchTuningParameters `json:"manualBatchTuningParameters,omitempty"`

	// Model: The name of the Model resource that produces the predictions
	// via this job, must share the same ancestor Location. Starting this
	// job has no impact on any existing deployments of the Model and their
	// resources. Exactly one of model and unmanaged_container_model must be
	// set. The model resource name may contain version id or version alias
	// to specify the version. Example:
	// `projects/{project}/locations/{location}/models/{model}@2` or
	// `projects/{project}/locations/{location}/models/{model}@golden` if no
	// version is specified, the default version will be deployed. The model
	// resource could also be a publisher model. Example:
	// `publishers/{publisher}/models/{model}` or
	// `projects/{project}/locations/{location}/publishers/{publisher}/models
	// /{model}`
	Model string `json:"model,omitempty"`

	// ModelParameters: The parameters that govern the predictions. The
	// schema of the parameters may be specified via the Model's
	// PredictSchemata's parameters_schema_uri.
	ModelParameters interface{} `json:"modelParameters,omitempty"`

	// ModelVersionId: Output only. The version ID of the Model that
	// produces the predictions via this job.
	ModelVersionId string `json:"modelVersionId,omitempty"`

	// Name: Output only. Resource name of the BatchPredictionJob.
	Name string `json:"name,omitempty"`

	// OutputConfig: Required. The Configuration specifying where output
	// predictions should be written. The schema of any single prediction
	// may be specified as a concatenation of Model's PredictSchemata's
	// instance_schema_uri and prediction_schema_uri.
	OutputConfig *GoogleCloudAiplatformV1BatchPredictionJobOutputConfig `json:"outputConfig,omitempty"`

	// OutputInfo: Output only. Information further describing the output of
	// this job.
	OutputInfo *GoogleCloudAiplatformV1BatchPredictionJobOutputInfo `json:"outputInfo,omitempty"`

	// PartialFailures: Output only. Partial failures encountered. For
	// example, single files that can't be read. This field never exceeds 20
	// entries. Status details fields contain standard Google Cloud error
	// details.
	PartialFailures []*GoogleRpcStatus `json:"partialFailures,omitempty"`

	// ResourcesConsumed: Output only. Information about resources that had
	// been consumed by this job. Provided in real time at best effort
	// basis, as well as a final value once the job completes. Note: This
	// field currently may be not populated for batch predictions that use
	// AutoML Models.
	ResourcesConsumed *GoogleCloudAiplatformV1ResourcesConsumed `json:"resourcesConsumed,omitempty"`

	// ServiceAccount: The service account that the DeployedModel's
	// container runs as. If not specified, a system generated one will be
	// used, which has minimal permissions and the custom container, if
	// used, may not have enough permission to access other Google Cloud
	// resources. Users deploying the Model must have the
	// `iam.serviceAccounts.actAs` permission on this service account.
	ServiceAccount string `json:"serviceAccount,omitempty"`

	// StartTime: Output only. Time when the BatchPredictionJob for the
	// first time entered the `JOB_STATE_RUNNING` state.
	StartTime string `json:"startTime,omitempty"`

	// State: Output only. The detailed state of the job.
	//
	// Possible values:
	//   "JOB_STATE_UNSPECIFIED" - The job state is unspecified.
	//   "JOB_STATE_QUEUED" - The job has been just created or resumed and
	// processing has not yet begun.
	//   "JOB_STATE_PENDING" - The service is preparing to run the job.
	//   "JOB_STATE_RUNNING" - The job is in progress.
	//   "JOB_STATE_SUCCEEDED" - The job completed successfully.
	//   "JOB_STATE_FAILED" - The job failed.
	//   "JOB_STATE_CANCELLING" - The job is being cancelled. From this
	// state the job may only go to either `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	//   "JOB_STATE_CANCELLED" - The job has been cancelled.
	//   "JOB_STATE_PAUSED" - The job has been stopped, and can be resumed.
	//   "JOB_STATE_EXPIRED" - The job has expired.
	//   "JOB_STATE_UPDATING" - The job is being updated. Only jobs in the
	// `RUNNING` state can be updated. After updating, the job goes back to
	// the `RUNNING` state.
	//   "JOB_STATE_PARTIALLY_SUCCEEDED" - The job is partially succeeded,
	// some results may be missing due to errors.
	State string `json:"state,omitempty"`

	// UnmanagedContainerModel: Contains model information necessary to
	// perform batch prediction without requiring uploading to model
	// registry. Exactly one of model and unmanaged_container_model must be
	// set.
	UnmanagedContainerModel *GoogleCloudAiplatformV1UnmanagedContainerModel `json:"unmanagedContainerModel,omitempty"`

	// UpdateTime: Output only. Time when the BatchPredictionJob was most
	// recently updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CompletionStats") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CompletionStats") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchPredictionJob: A job that uses a Model to produce predictions on multiple input instances. If predictions for significant portion of the instances fail, the job may finish without attempting predictions for all remaining instances.

func (*GoogleCloudAiplatformV1BatchPredictionJob) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchPredictionJob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchPredictionJobInputConfig 

type GoogleCloudAiplatformV1BatchPredictionJobInputConfig struct {
	// BigquerySource: The BigQuery location of the input table. The schema
	// of the table should be in the format described by the given context
	// OpenAPI Schema, if one is provided. The table may contain additional
	// columns that are not described by the schema, and they will be
	// ignored.
	BigquerySource *GoogleCloudAiplatformV1BigQuerySource `json:"bigquerySource,omitempty"`

	// GcsSource: The Cloud Storage location for the input instances.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// InstancesFormat: Required. The format in which instances are given,
	// must be one of the Model's supported_input_storage_formats.
	InstancesFormat string `json:"instancesFormat,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigquerySource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigquerySource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchPredictionJobInputConfig: Configures the input to BatchPredictionJob. See Model.supported_input_storage_formats for Model's supported input formats, and how instances should be expressed via any of them.

func (*GoogleCloudAiplatformV1BatchPredictionJobInputConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchPredictionJobInputConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig 

type GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig struct {
	// ExcludedFields: Fields that will be excluded in the prediction
	// instance that is sent to the Model. Excluded will be attached to the
	// batch prediction output if key_field is not specified. When
	// excluded_fields is populated, included_fields must be empty. The
	// input must be JSONL with objects at each line, BigQuery or TfRecord.
	ExcludedFields []string `json:"excludedFields,omitempty"`

	// IncludedFields: Fields that will be included in the prediction
	// instance that is sent to the Model. If instance_type is `array`, the
	// order of field names in included_fields also determines the order of
	// the values in the array. When included_fields is populated,
	// excluded_fields must be empty. The input must be JSONL with objects
	// at each line, BigQuery or TfRecord.
	IncludedFields []string `json:"includedFields,omitempty"`

	// InstanceType: The format of the instance that the Model accepts.
	// Vertex AI will convert compatible batch prediction input instance
	// formats to the specified format. Supported values are: * `object`:
	// Each input is converted to JSON object format. * For `bigquery`, each
	// row is converted to an object. * For `jsonl`, each line of the JSONL
	// input must be an object. * Does not apply to `csv`, `file-list`,
	// `tf-record`, or `tf-record-gzip`. * `array`: Each input is converted
	// to JSON array format. * For `bigquery`, each row is converted to an
	// array. The order of columns is determined by the BigQuery column
	// order, unless included_fields is populated. included_fields must be
	// populated for specifying field orders. * For `jsonl`, if each line of
	// the JSONL input is an object, included_fields must be populated for
	// specifying field orders. * Does not apply to `csv`, `file-list`,
	// `tf-record`, or `tf-record-gzip`. If not specified, Vertex AI
	// converts the batch prediction input as follows: * For `bigquery` and
	// `csv`, the behavior is the same as `array`. The order of columns is
	// the same as defined in the file or table, unless included_fields is
	// populated. * For `jsonl`, the prediction instance format is
	// determined by each line of the input. * For
	// `tf-record`/`tf-record-gzip`, each record will be converted to an
	// object in the format of `{"b64": }`, where “ is the Base64-encoded
	// string of the content of the record. * For `file-list`, each file in
	// the list will be converted to an object in the format of `{"b64": }`,
	// where “ is the Base64-encoded string of the content of the file.
	InstanceType string `json:"instanceType,omitempty"`

	// KeyField: The name of the field that is considered as a key. The
	// values identified by the key field is not included in the transformed
	// instances that is sent to the Model. This is similar to specifying
	// this name of the field in excluded_fields. In addition, the batch
	// prediction output will not include the instances. Instead the output
	// will only include the value of the key field, in a field named `key`
	// in the output: * For `jsonl` output format, the output will have a
	// `key` field instead of the `instance` field. * For `csv`/`bigquery`
	// output format, the output will have have a `key` column instead of
	// the instance feature columns. The input must be JSONL with objects at
	// each line, CSV, BigQuery or TfRecord.
	KeyField string `json:"keyField,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExcludedFields") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExcludedFields") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig: Configuration defining how to transform batch prediction input instances to the instances that the Model accepts.

func (*GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchPredictionJobOutputConfig 

type GoogleCloudAiplatformV1BatchPredictionJobOutputConfig struct {
	// BigqueryDestination: The BigQuery project or dataset location where
	// the output is to be written to. If project is provided, a new dataset
	// is created with name `prediction__` where is made
	// BigQuery-dataset-name compatible (for example, most special
	// characters become underscores), and timestamp is in
	// YYYY_MM_DDThh_mm_ss_sssZ "based on ISO-8601" format. In the dataset
	// two tables will be created, `predictions`, and `errors`. If the Model
	// has both instance and prediction schemata defined then the tables
	// have columns as follows: The `predictions` table contains instances
	// for which the prediction succeeded, it has columns as per a
	// concatenation of the Model's instance and prediction schemata. The
	// `errors` table contains rows for which the prediction has failed, it
	// has instance columns, as per the instance schema, followed by a
	// single "errors" column, which as values has google.rpc.Status
	// represented as a STRUCT, and containing only `code` and `message`.
	BigqueryDestination *GoogleCloudAiplatformV1BigQueryDestination `json:"bigqueryDestination,omitempty"`

	// GcsDestination: The Cloud Storage location of the directory where the
	// output is to be written to. In the given directory a new directory is
	// created. Its name is `prediction--`, where timestamp is in
	// YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format. Inside of it files
	// `predictions_0001.`, `predictions_0002.`, ..., `predictions_N.` are
	// created where “ depends on chosen predictions_format, and N may
	// equal 0001 and depends on the total number of successfully predicted
	// instances. If the Model has both instance and prediction schemata
	// defined then each such file contains predictions as per the
	// predictions_format. If prediction for any instance failed (partially
	// or completely), then an additional `errors_0001.`,
	// `errors_0002.`,..., `errors_N.` files are created (N depends on total
	// number of failed predictions). These files contain the failed
	// instances, as per their schema, followed by an additional `error`
	// field which as value has google.rpc.Status containing only `code` and
	// `message` fields.
	GcsDestination *GoogleCloudAiplatformV1GcsDestination `json:"gcsDestination,omitempty"`

	// PredictionsFormat: Required. The format in which Vertex AI gives the
	// predictions, must be one of the Model's
	// supported_output_storage_formats.
	PredictionsFormat string `json:"predictionsFormat,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigqueryDestination")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigqueryDestination") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchPredictionJobOutputConfig: Configures the output of BatchPredictionJob. See Model.supported_output_storage_formats for supported output formats, and how predictions are expressed via any of them.

func (*GoogleCloudAiplatformV1BatchPredictionJobOutputConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchPredictionJobOutputConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchPredictionJobOutputInfo 

type GoogleCloudAiplatformV1BatchPredictionJobOutputInfo struct {
	// BigqueryOutputDataset: Output only. The path of the BigQuery dataset
	// created, in `bq://projectId.bqDatasetId` format, into which the
	// prediction output is written.
	BigqueryOutputDataset string `json:"bigqueryOutputDataset,omitempty"`

	// BigqueryOutputTable: Output only. The name of the BigQuery table
	// created, in `predictions_` format, into which the prediction output
	// is written. Can be used by UI to generate the BigQuery output path,
	// for example.
	BigqueryOutputTable string `json:"bigqueryOutputTable,omitempty"`

	// GcsOutputDirectory: Output only. The full path of the Cloud Storage
	// directory created, into which the prediction output is written.
	GcsOutputDirectory string `json:"gcsOutputDirectory,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "BigqueryOutputDataset") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigqueryOutputDataset") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchPredictionJobOutputInfo: Further describes this job's output. Supplements output_config.

func (*GoogleCloudAiplatformV1BatchPredictionJobOutputInfo) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchPredictionJobOutputInfo) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchReadFeatureValuesOperationMetadata 

type GoogleCloudAiplatformV1BatchReadFeatureValuesOperationMetadata struct {
	// GenericMetadata: Operation metadata for Featurestore batch read
	// Features values.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchReadFeatureValuesOperationMetadata: Details of operations that batch reads Feature values.

func (*GoogleCloudAiplatformV1BatchReadFeatureValuesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchReadFeatureValuesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequest 

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequest struct {
	// BigqueryReadInstances: Similar to csv_read_instances, but from
	// BigQuery source.
	BigqueryReadInstances *GoogleCloudAiplatformV1BigQuerySource `json:"bigqueryReadInstances,omitempty"`

	// CsvReadInstances: Each read instance consists of exactly one read
	// timestamp and one or more entity IDs identifying entities of the
	// corresponding EntityTypes whose Features are requested. Each output
	// instance contains Feature values of requested entities concatenated
	// together as of the read time. An example read instance may be
	// `foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z`. An example
	// output instance may be `foo_entity_id, bar_entity_id,
	// 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
	// bar_entity_feature2_value`. Timestamp in each read instance must be
	// millisecond-aligned. `csv_read_instances` are read instances stored
	// in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1],
	// [ENTITY_TYPE_ID2], ..., timestamp The columns can be in any order.
	// Values in the timestamp column must use the RFC 3339 format, e.g.
	// `2012-07-30T10:43:17.123Z`.
	CsvReadInstances *GoogleCloudAiplatformV1CsvSource `json:"csvReadInstances,omitempty"`

	// Destination: Required. Specifies output location and format.
	Destination *GoogleCloudAiplatformV1FeatureValueDestination `json:"destination,omitempty"`

	// EntityTypeSpecs: Required. Specifies EntityType grouping Features to
	// read values of and settings.
	EntityTypeSpecs []*GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec `json:"entityTypeSpecs,omitempty"`

	// PassThroughFields: When not empty, the specified fields in the
	// *_read_instances source will be joined as-is in the output, in
	// addition to those fields from the Featurestore Entity. For BigQuery
	// source, the type of the pass-through values will be automatically
	// inferred. For CSV source, the pass-through values will be passed as
	// opaque bytes.
	PassThroughFields []*GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField `json:"passThroughFields,omitempty"`

	// StartTime: Optional. Excludes Feature values with feature generation
	// timestamp before this timestamp. If not set, retrieve oldest values
	// kept in Feature Store. Timestamp, if present, must not have higher
	// than millisecond precision.
	StartTime string `json:"startTime,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "BigqueryReadInstances") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigqueryReadInstances") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchReadFeatureValuesRequest: Request message for FeaturestoreService.BatchReadFeatureValues.

func (*GoogleCloudAiplatformV1BatchReadFeatureValuesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchReadFeatureValuesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec 

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec struct {
	// EntityTypeId: Required. ID of the EntityType to select Features. The
	// EntityType id is the entity_type_id specified during EntityType
	// creation.
	EntityTypeId string `json:"entityTypeId,omitempty"`

	// FeatureSelector: Required. Selectors choosing which Feature values to
	// read from the EntityType.
	FeatureSelector *GoogleCloudAiplatformV1FeatureSelector `json:"featureSelector,omitempty"`

	// Settings: Per-Feature settings for the batch read.
	Settings []*GoogleCloudAiplatformV1DestinationFeatureSetting `json:"settings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EntityTypeId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EntityTypeId") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec: Selects Features of an EntityType to read values of and specifies read settings.

func (*GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField 

type GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField struct {
	// FieldName: Required. The name of the field in the CSV header or the
	// name of the column in BigQuery table. The naming restriction is the
	// same as Feature.name.
	FieldName string `json:"fieldName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FieldName") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FieldName") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField: Describe pass-through fields in read_instance source.

func (*GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BatchReadFeatureValuesResponse 

type GoogleCloudAiplatformV1BatchReadFeatureValuesResponse struct {
}

GoogleCloudAiplatformV1BatchReadFeatureValuesResponse: Response message for FeaturestoreService.BatchReadFeatureValues.

type GoogleCloudAiplatformV1BatchReadTensorboardTimeSeriesDataResponse 

type GoogleCloudAiplatformV1BatchReadTensorboardTimeSeriesDataResponse struct {
	// TimeSeriesData: The returned time series data.
	TimeSeriesData []*GoogleCloudAiplatformV1TimeSeriesData `json:"timeSeriesData,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "TimeSeriesData") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TimeSeriesData") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BatchReadTensorboardTimeSeriesDataResponse: Response message for TensorboardService.BatchReadTensorboardTimeSeriesData.

func (*GoogleCloudAiplatformV1BatchReadTensorboardTimeSeriesDataResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1BatchReadTensorboardTimeSeriesDataResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BigQueryDestination 

type GoogleCloudAiplatformV1BigQueryDestination struct {
	// OutputUri: Required. BigQuery URI to a project or table, up to 2000
	// characters long. When only the project is specified, the Dataset and
	// Table is created. When the full table reference is specified, the
	// Dataset must exist and table must not exist. Accepted forms: *
	// BigQuery path. For example: `bq://projectId` or
	// `bq://projectId.bqDatasetId` or
	// `bq://projectId.bqDatasetId.bqTableId`.
	OutputUri string `json:"outputUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "OutputUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "OutputUri") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BigQueryDestination: The BigQuery location for the output content.

func (*GoogleCloudAiplatformV1BigQueryDestination) MarshalJSON 

func (s *GoogleCloudAiplatformV1BigQueryDestination) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BigQuerySource 

type GoogleCloudAiplatformV1BigQuerySource struct {
	// InputUri: Required. BigQuery URI to a table, up to 2000 characters
	// long. Accepted forms: * BigQuery path. For example:
	// `bq://projectId.bqDatasetId.bqTableId`.
	InputUri string `json:"inputUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "InputUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "InputUri") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BigQuerySource: The BigQuery location for the input content.

func (*GoogleCloudAiplatformV1BigQuerySource) MarshalJSON 

func (s *GoogleCloudAiplatformV1BigQuerySource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Blob 

type GoogleCloudAiplatformV1Blob struct {
	// Data: Required. Raw bytes for media formats.
	Data string `json:"data,omitempty"`

	// MimeType: Required. The IANA standard MIME type of the source data.
	MimeType string `json:"mimeType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Data") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Data") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Blob: Raw media bytes. Text should not be sent as raw bytes, use the 'text' field.

func (*GoogleCloudAiplatformV1Blob) MarshalJSON 

func (s *GoogleCloudAiplatformV1Blob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1BlurBaselineConfig 

type GoogleCloudAiplatformV1BlurBaselineConfig struct {
	// MaxBlurSigma: The standard deviation of the blur kernel for the
	// blurred baseline. The same blurring parameter is used for both the
	// height and the width dimension. If not set, the method defaults to
	// the zero (i.e. black for images) baseline.
	MaxBlurSigma float64 `json:"maxBlurSigma,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MaxBlurSigma") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MaxBlurSigma") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BlurBaselineConfig: Config for blur baseline. When enabled, a linear path from the maximally blurred image to the input image is created. Using a blurred baseline instead of zero (black image) is motivated by the BlurIG approach explained here: https://arxiv.org/abs/2004.03383

func (*GoogleCloudAiplatformV1BlurBaselineConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1BlurBaselineConfig) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1BlurBaselineConfig) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1BlurBaselineConfig) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1BoolArray 

type GoogleCloudAiplatformV1BoolArray struct {
	// Values: A list of bool values.
	Values []bool `json:"values,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Values") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Values") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1BoolArray: A list of boolean values.

func (*GoogleCloudAiplatformV1BoolArray) MarshalJSON 

func (s *GoogleCloudAiplatformV1BoolArray) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CancelBatchPredictionJobRequest 

type GoogleCloudAiplatformV1CancelBatchPredictionJobRequest struct {
}

GoogleCloudAiplatformV1CancelBatchPredictionJobRequest: Request message for JobService.CancelBatchPredictionJob.

type GoogleCloudAiplatformV1CancelCustomJobRequest 

type GoogleCloudAiplatformV1CancelCustomJobRequest struct {
}

GoogleCloudAiplatformV1CancelCustomJobRequest: Request message for JobService.CancelCustomJob.

type GoogleCloudAiplatformV1CancelDataLabelingJobRequest 

type GoogleCloudAiplatformV1CancelDataLabelingJobRequest struct {
}

GoogleCloudAiplatformV1CancelDataLabelingJobRequest: Request message for JobService.CancelDataLabelingJob.

type GoogleCloudAiplatformV1CancelHyperparameterTuningJobRequest 

type GoogleCloudAiplatformV1CancelHyperparameterTuningJobRequest struct {
}

GoogleCloudAiplatformV1CancelHyperparameterTuningJobRequest: Request message for JobService.CancelHyperparameterTuningJob.

type GoogleCloudAiplatformV1CancelNasJobRequest 

type GoogleCloudAiplatformV1CancelNasJobRequest struct {
}

GoogleCloudAiplatformV1CancelNasJobRequest: Request message for JobService.CancelNasJob.

type GoogleCloudAiplatformV1CancelPipelineJobRequest 

type GoogleCloudAiplatformV1CancelPipelineJobRequest struct {
}

GoogleCloudAiplatformV1CancelPipelineJobRequest: Request message for PipelineService.CancelPipelineJob.

type GoogleCloudAiplatformV1CancelTrainingPipelineRequest 

type GoogleCloudAiplatformV1CancelTrainingPipelineRequest struct {
}

GoogleCloudAiplatformV1CancelTrainingPipelineRequest: Request message for PipelineService.CancelTrainingPipeline.

type GoogleCloudAiplatformV1Candidate 

type GoogleCloudAiplatformV1Candidate struct {
	// CitationMetadata: Output only. Source attribution of the generated
	// content.
	CitationMetadata *GoogleCloudAiplatformV1CitationMetadata `json:"citationMetadata,omitempty"`

	// Content: Output only. Content parts of the candidate.
	Content *GoogleCloudAiplatformV1Content `json:"content,omitempty"`

	// FinishMessage: Output only. Describes the reason the mode stopped
	// generating tokens in more detail. This is only filled when
	// `finish_reason` is set.
	FinishMessage string `json:"finishMessage,omitempty"`

	// FinishReason: Output only. The reason why the model stopped
	// generating tokens. If empty, the model has not stopped generating the
	// tokens.
	//
	// Possible values:
	//   "FINISH_REASON_UNSPECIFIED" - The finish reason is unspecified.
	//   "STOP" - Natural stop point of the model or provided stop sequence.
	//   "MAX_TOKENS" - The maximum number of tokens as specified in the
	// request was reached.
	//   "SAFETY" - The token generation was stopped as the response was
	// flagged for safety reasons. NOTE: When streaming the
	// Candidate.content will be empty if content filters blocked the
	// output.
	//   "RECITATION" - The token generation was stopped as the response was
	// flagged for unauthorized citations.
	//   "OTHER" - All other reasons that stopped the token generation
	FinishReason string `json:"finishReason,omitempty"`

	// GroundingMetadata: Output only. Metadata specifies sources used to
	// ground generated content.
	GroundingMetadata *GoogleCloudAiplatformV1GroundingMetadata `json:"groundingMetadata,omitempty"`

	// Index: Output only. Index of the candidate.
	Index int64 `json:"index,omitempty"`

	// SafetyRatings: Output only. List of ratings for the safety of a
	// response candidate. There is at most one rating per category.
	SafetyRatings []*GoogleCloudAiplatformV1SafetyRating `json:"safetyRatings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CitationMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CitationMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Candidate: A response candidate generated from the model.

func (*GoogleCloudAiplatformV1Candidate) MarshalJSON 

func (s *GoogleCloudAiplatformV1Candidate) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateMetatdata 

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateMetatdata struct {
	// GenericMetadata: Operation metadata for suggesting Trials.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// Study: The name of the Study that the Trial belongs to.
	Study string `json:"study,omitempty"`

	// Trial: The Trial name.
	Trial string `json:"trial,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateMetatdata: This message will be placed in the metadata field of a google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.

func (*GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateMetatdata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateMetatdata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateRequest 

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateRequest struct {
}

GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateRequest: Request message for VizierService.CheckTrialEarlyStoppingState.

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateResponse 

type GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateResponse struct {
	// ShouldStop: True if the Trial should stop.
	ShouldStop bool `json:"shouldStop,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ShouldStop") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ShouldStop") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateResponse: Response message for VizierService.CheckTrialEarlyStoppingState.

func (*GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1CheckTrialEarlyStoppingStateResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Citation 

type GoogleCloudAiplatformV1Citation struct {
	// EndIndex: Output only. End index into the content.
	EndIndex int64 `json:"endIndex,omitempty"`

	// License: Output only. License of the attribution.
	License string `json:"license,omitempty"`

	// PublicationDate: Output only. Publication date of the attribution.
	PublicationDate *GoogleTypeDate `json:"publicationDate,omitempty"`

	// StartIndex: Output only. Start index into the content.
	StartIndex int64 `json:"startIndex,omitempty"`

	// Title: Output only. Title of the attribution.
	Title string `json:"title,omitempty"`

	// Uri: Output only. Url reference of the attribution.
	Uri string `json:"uri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EndIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EndIndex") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Citation: Source attributions for content.

func (*GoogleCloudAiplatformV1Citation) MarshalJSON 

func (s *GoogleCloudAiplatformV1Citation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CitationMetadata 

type GoogleCloudAiplatformV1CitationMetadata struct {
	// Citations: Output only. List of citations.
	Citations []*GoogleCloudAiplatformV1Citation `json:"citations,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Citations") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Citations") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CitationMetadata: A collection of source attributions for a piece of content.

func (*GoogleCloudAiplatformV1CitationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CitationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CompleteTrialRequest 

type GoogleCloudAiplatformV1CompleteTrialRequest struct {
	// FinalMeasurement: Optional. If provided, it will be used as the
	// completed Trial's final_measurement; Otherwise, the service will
	// auto-select a previously reported measurement as the
	// final-measurement
	FinalMeasurement *GoogleCloudAiplatformV1Measurement `json:"finalMeasurement,omitempty"`

	// InfeasibleReason: Optional. A human readable reason why the trial was
	// infeasible. This should only be provided if `trial_infeasible` is
	// true.
	InfeasibleReason string `json:"infeasibleReason,omitempty"`

	// TrialInfeasible: Optional. True if the Trial cannot be run with the
	// given Parameter, and final_measurement will be ignored.
	TrialInfeasible bool `json:"trialInfeasible,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FinalMeasurement") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FinalMeasurement") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CompleteTrialRequest: Request message for VizierService.CompleteTrial.

func (*GoogleCloudAiplatformV1CompleteTrialRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CompleteTrialRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CompletionStats 

type GoogleCloudAiplatformV1CompletionStats struct {
	// FailedCount: Output only. The number of entities for which any error
	// was encountered.
	FailedCount int64 `json:"failedCount,omitempty,string"`

	// IncompleteCount: Output only. In cases when enough errors are
	// encountered a job, pipeline, or operation may be failed as a whole.
	// Below is the number of entities for which the processing had not been
	// finished (either in successful or failed state). Set to -1 if the
	// number is unknown (for example, the operation failed before the total
	// entity number could be collected).
	IncompleteCount int64 `json:"incompleteCount,omitempty,string"`

	// SuccessfulCount: Output only. The number of entities that had been
	// processed successfully.
	SuccessfulCount int64 `json:"successfulCount,omitempty,string"`

	// SuccessfulForecastPointCount: Output only. The number of the
	// successful forecast points that are generated by the forecasting
	// model. This is ONLY used by the forecasting batch prediction.
	SuccessfulForecastPointCount int64 `json:"successfulForecastPointCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "FailedCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FailedCount") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CompletionStats: Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.

func (*GoogleCloudAiplatformV1CompletionStats) MarshalJSON 

func (s *GoogleCloudAiplatformV1CompletionStats) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ComputeTokensRequest 

type GoogleCloudAiplatformV1ComputeTokensRequest struct {
	// Instances: Required. The instances that are the input to token
	// computing API call. Schema is identical to the prediction schema of
	// the text model, even for the non-text models, like chat models, or
	// Codey models.
	Instances []interface{} `json:"instances,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Instances") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Instances") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ComputeTokensRequest: Request message for ComputeTokens RPC call.

func (*GoogleCloudAiplatformV1ComputeTokensRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ComputeTokensRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ComputeTokensResponse 

type GoogleCloudAiplatformV1ComputeTokensResponse struct {
	// TokensInfo: Lists of tokens info from the input. A
	// ComputeTokensRequest could have multiple instances with a prompt in
	// each instance. We also need to return lists of tokens info for the
	// request with multiple instances.
	TokensInfo []*GoogleCloudAiplatformV1TokensInfo `json:"tokensInfo,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "TokensInfo") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TokensInfo") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ComputeTokensResponse: Response message for ComputeTokens RPC call.

func (*GoogleCloudAiplatformV1ComputeTokensResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ComputeTokensResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ContainerRegistryDestination 

type GoogleCloudAiplatformV1ContainerRegistryDestination struct {
	// OutputUri: Required. Container Registry URI of a container image.
	// Only Google Container Registry and Artifact Registry are supported
	// now. Accepted forms: * Google Container Registry path. For example:
	// `gcr.io/projectId/imageName:tag`. * Artifact Registry path. For
	// example:
	// `us-central1-docker.pkg.dev/projectId/repoName/imageName:tag`. If a
	// tag is not specified, "latest" will be used as the default tag.
	OutputUri string `json:"outputUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "OutputUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "OutputUri") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ContainerRegistryDestination: The Container Registry location for the container image.

func (*GoogleCloudAiplatformV1ContainerRegistryDestination) MarshalJSON 

func (s *GoogleCloudAiplatformV1ContainerRegistryDestination) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ContainerSpec 

type GoogleCloudAiplatformV1ContainerSpec struct {
	// Args: The arguments to be passed when starting the container.
	Args []string `json:"args,omitempty"`

	// Command: The command to be invoked when the container is started. It
	// overrides the entrypoint instruction in Dockerfile when provided.
	Command []string `json:"command,omitempty"`

	// Env: Environment variables to be passed to the container. Maximum
	// limit is 100.
	Env []*GoogleCloudAiplatformV1EnvVar `json:"env,omitempty"`

	// ImageUri: Required. The URI of a container image in the Container
	// Registry that is to be run on each worker replica.
	ImageUri string `json:"imageUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Args") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Args") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ContainerSpec: The spec of a Container.

func (*GoogleCloudAiplatformV1ContainerSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ContainerSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Content 

type GoogleCloudAiplatformV1Content struct {
	// Parts: Required. Ordered `Parts` that constitute a single message.
	// Parts may have different IANA MIME types.
	Parts []*GoogleCloudAiplatformV1Part `json:"parts,omitempty"`

	// Role: Optional. The producer of the content. Must be either 'user' or
	// 'model'. Useful to set for multi-turn conversations, otherwise can be
	// left blank or unset.
	Role string `json:"role,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parts") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Content: The base structured datatype containing multi-part content of a message. A `Content` includes a `role` field designating the producer of the `Content` and a `parts` field containing multi-part data that contains the content of the message turn.

func (*GoogleCloudAiplatformV1Content) MarshalJSON 

func (s *GoogleCloudAiplatformV1Content) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Context 

type GoogleCloudAiplatformV1Context struct {
	// CreateTime: Output only. Timestamp when this Context was created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the Context
	Description string `json:"description,omitempty"`

	// DisplayName: User provided display name of the Context. May be up to
	// 128 Unicode characters.
	DisplayName string `json:"displayName,omitempty"`

	// Etag: An eTag used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Contexts. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. No more than 64 user labels can be associated with one
	// Context (System labels are excluded).
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: Properties of the Context. Top level metadata keys' heading
	// and trailing spaces will be trimmed. The size of this field should
	// not exceed 200KB.
	Metadata googleapi.RawMessage `json:"metadata,omitempty"`

	// Name: Immutable. The resource name of the Context.
	Name string `json:"name,omitempty"`

	// ParentContexts: Output only. A list of resource names of Contexts
	// that are parents of this Context. A Context may have at most 10
	// parent_contexts.
	ParentContexts []string `json:"parentContexts,omitempty"`

	// SchemaTitle: The title of the schema describing the metadata. Schema
	// title and version is expected to be registered in earlier Create
	// Schema calls. And both are used together as unique identifiers to
	// identify schemas within the local metadata store.
	SchemaTitle string `json:"schemaTitle,omitempty"`

	// SchemaVersion: The version of the schema in schema_name to use.
	// Schema title and version is expected to be registered in earlier
	// Create Schema calls. And both are used together as unique identifiers
	// to identify schemas within the local metadata store.
	SchemaVersion string `json:"schemaVersion,omitempty"`

	// UpdateTime: Output only. Timestamp when this Context was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Context: Instance of a general context.

func (*GoogleCloudAiplatformV1Context) MarshalJSON 

func (s *GoogleCloudAiplatformV1Context) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CopyModelOperationMetadata 

type GoogleCloudAiplatformV1CopyModelOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CopyModelOperationMetadata: Details of ModelService.CopyModel operation.

func (*GoogleCloudAiplatformV1CopyModelOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CopyModelOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CopyModelRequest 

type GoogleCloudAiplatformV1CopyModelRequest struct {
	// EncryptionSpec: Customer-managed encryption key options. If this is
	// set, then the Model copy will be encrypted with the provided
	// encryption key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// ModelId: Optional. Copy source_model into a new Model with this ID.
	// The ID will become the final component of the model resource name.
	// This value may be up to 63 characters, and valid characters are
	// `[a-z0-9_-]`. The first character cannot be a number or hyphen.
	ModelId string `json:"modelId,omitempty"`

	// ParentModel: Optional. Specify this field to copy source_model into
	// this existing Model as a new version. Format:
	// `projects/{project}/locations/{location}/models/{model}`
	ParentModel string `json:"parentModel,omitempty"`

	// SourceModel: Required. The resource name of the Model to copy. That
	// Model must be in the same Project. Format:
	// `projects/{project}/locations/{location}/models/{model}`
	SourceModel string `json:"sourceModel,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EncryptionSpec") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EncryptionSpec") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CopyModelRequest: Request message for ModelService.CopyModel.

func (*GoogleCloudAiplatformV1CopyModelRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CopyModelRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CopyModelResponse 

type GoogleCloudAiplatformV1CopyModelResponse struct {
	// Model: The name of the copied Model resource. Format:
	// `projects/{project}/locations/{location}/models/{model}`
	Model string `json:"model,omitempty"`

	// ModelVersionId: Output only. The version ID of the model that is
	// copied.
	ModelVersionId string `json:"modelVersionId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Model") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Model") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CopyModelResponse: Response message of ModelService.CopyModel operation.

func (*GoogleCloudAiplatformV1CopyModelResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1CopyModelResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CountTokensRequest 

type GoogleCloudAiplatformV1CountTokensRequest struct {
	// Contents: Required. Input content.
	Contents []*GoogleCloudAiplatformV1Content `json:"contents,omitempty"`

	// Instances: Required. The instances that are the input to token
	// counting call. Schema is identical to the prediction schema of the
	// underlying model.
	Instances []interface{} `json:"instances,omitempty"`

	// Model: Required. The name of the publisher model requested to serve
	// the prediction. Format:
	// `projects/{project}/locations/{location}/publishers/*/models/*`
	Model string `json:"model,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Contents") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Contents") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CountTokensRequest: Request message for PredictionService.CountTokens.

func (*GoogleCloudAiplatformV1CountTokensRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CountTokensRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CountTokensResponse 

type GoogleCloudAiplatformV1CountTokensResponse struct {
	// TotalBillableCharacters: The total number of billable characters
	// counted across all instances from the request.
	TotalBillableCharacters int64 `json:"totalBillableCharacters,omitempty"`

	// TotalTokens: The total number of tokens counted across all instances
	// from the request.
	TotalTokens int64 `json:"totalTokens,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "TotalBillableCharacters") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TotalBillableCharacters")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CountTokensResponse: Response message for PredictionService.CountTokens.

func (*GoogleCloudAiplatformV1CountTokensResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1CountTokensResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateDatasetOperationMetadata 

type GoogleCloudAiplatformV1CreateDatasetOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateDatasetOperationMetadata: Runtime operation information for DatasetService.CreateDataset.

func (*GoogleCloudAiplatformV1CreateDatasetOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateDatasetOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateDatasetVersionOperationMetadata 

type GoogleCloudAiplatformV1CreateDatasetVersionOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateDatasetVersionOperationMetadata: Runtime operation information for DatasetService.CreateDatasetVersion.

func (*GoogleCloudAiplatformV1CreateDatasetVersionOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateDatasetVersionOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateDeploymentResourcePoolOperationMetadata 

type GoogleCloudAiplatformV1CreateDeploymentResourcePoolOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateDeploymentResourcePoolOperationMetadata: Runtime operation information for CreateDeploymentResourcePool method.

func (*GoogleCloudAiplatformV1CreateDeploymentResourcePoolOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateDeploymentResourcePoolOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateDeploymentResourcePoolRequest 

type GoogleCloudAiplatformV1CreateDeploymentResourcePoolRequest struct {
	// DeploymentResourcePool: Required. The DeploymentResourcePool to
	// create.
	DeploymentResourcePool *GoogleCloudAiplatformV1DeploymentResourcePool `json:"deploymentResourcePool,omitempty"`

	// DeploymentResourcePoolId: Required. The ID to use for the
	// DeploymentResourcePool, which will become the final component of the
	// DeploymentResourcePool's resource name. The maximum length is 63
	// characters, and valid characters are `/^a-z
	// ([a-z0-9-]{0,61}[a-z0-9])?$/`.
	DeploymentResourcePoolId string `json:"deploymentResourcePoolId,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "DeploymentResourcePool") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeploymentResourcePool")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateDeploymentResourcePoolRequest: Request message for CreateDeploymentResourcePool method.

func (*GoogleCloudAiplatformV1CreateDeploymentResourcePoolRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateDeploymentResourcePoolRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateEndpointOperationMetadata 

type GoogleCloudAiplatformV1CreateEndpointOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateEndpointOperationMetadata: Runtime operation information for EndpointService.CreateEndpoint.

func (*GoogleCloudAiplatformV1CreateEndpointOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateEndpointOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateEntityTypeOperationMetadata 

type GoogleCloudAiplatformV1CreateEntityTypeOperationMetadata struct {
	// GenericMetadata: Operation metadata for EntityType.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateEntityTypeOperationMetadata: Details of operations that perform create EntityType.

func (*GoogleCloudAiplatformV1CreateEntityTypeOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateEntityTypeOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeatureGroupOperationMetadata 

type GoogleCloudAiplatformV1CreateFeatureGroupOperationMetadata struct {
	// GenericMetadata: Operation metadata for FeatureGroup.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeatureGroupOperationMetadata: Details of operations that perform create FeatureGroup.

func (*GoogleCloudAiplatformV1CreateFeatureGroupOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeatureGroupOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeatureOnlineStoreOperationMetadata 

type GoogleCloudAiplatformV1CreateFeatureOnlineStoreOperationMetadata struct {
	// GenericMetadata: Operation metadata for FeatureOnlineStore.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeatureOnlineStoreOperationMetadata: Details of operations that perform create FeatureOnlineStore.

func (*GoogleCloudAiplatformV1CreateFeatureOnlineStoreOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeatureOnlineStoreOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeatureOperationMetadata 

type GoogleCloudAiplatformV1CreateFeatureOperationMetadata struct {
	// GenericMetadata: Operation metadata for Feature.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeatureOperationMetadata: Details of operations that perform create Feature.

func (*GoogleCloudAiplatformV1CreateFeatureOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeatureOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeatureRequest 

type GoogleCloudAiplatformV1CreateFeatureRequest struct {
	// Feature: Required. The Feature to create.
	Feature *GoogleCloudAiplatformV1Feature `json:"feature,omitempty"`

	// FeatureId: Required. The ID to use for the Feature, which will become
	// the final component of the Feature's resource name. This value may be
	// up to 128 characters, and valid characters are `[a-z0-9_]`. The first
	// character cannot be a number. The value must be unique within an
	// EntityType/FeatureGroup.
	FeatureId string `json:"featureId,omitempty"`

	// Parent: Required. The resource name of the EntityType or FeatureGroup
	// to create a Feature. Format for entity_type as parent:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/
	// entityTypes/{entity_type}` Format for feature_group as parent:
	// `projects/{project}/locations/{location}/featureGroups/{feature_group}
	// `
	Parent string `json:"parent,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Feature") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Feature") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeatureRequest: Request message for FeaturestoreService.CreateFeature. Request message for FeatureRegistryService.CreateFeature.

func (*GoogleCloudAiplatformV1CreateFeatureRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeatureRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeatureViewOperationMetadata 

type GoogleCloudAiplatformV1CreateFeatureViewOperationMetadata struct {
	// GenericMetadata: Operation metadata for FeatureView Create.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeatureViewOperationMetadata: Details of operations that perform create FeatureView.

func (*GoogleCloudAiplatformV1CreateFeatureViewOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeatureViewOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateFeaturestoreOperationMetadata 

type GoogleCloudAiplatformV1CreateFeaturestoreOperationMetadata struct {
	// GenericMetadata: Operation metadata for Featurestore.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateFeaturestoreOperationMetadata: Details of operations that perform create Featurestore.

func (*GoogleCloudAiplatformV1CreateFeaturestoreOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateFeaturestoreOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateIndexEndpointOperationMetadata 

type GoogleCloudAiplatformV1CreateIndexEndpointOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateIndexEndpointOperationMetadata: Runtime operation information for IndexEndpointService.CreateIndexEndpoint.

func (*GoogleCloudAiplatformV1CreateIndexEndpointOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateIndexEndpointOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateIndexOperationMetadata 

type GoogleCloudAiplatformV1CreateIndexOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// NearestNeighborSearchOperationMetadata: The operation metadata with
	// regard to Matching Engine Index operation.
	NearestNeighborSearchOperationMetadata *GoogleCloudAiplatformV1NearestNeighborSearchOperationMetadata `json:"nearestNeighborSearchOperationMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateIndexOperationMetadata: Runtime operation information for IndexService.CreateIndex.

func (*GoogleCloudAiplatformV1CreateIndexOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateIndexOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateMetadataStoreOperationMetadata 

type GoogleCloudAiplatformV1CreateMetadataStoreOperationMetadata struct {
	// GenericMetadata: Operation metadata for creating a MetadataStore.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateMetadataStoreOperationMetadata: Details of operations that perform MetadataService.CreateMetadataStore.

func (*GoogleCloudAiplatformV1CreateMetadataStoreOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateMetadataStoreOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateNotebookRuntimeTemplateOperationMetadata 

type GoogleCloudAiplatformV1CreateNotebookRuntimeTemplateOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateNotebookRuntimeTemplateOperationMetadata: 

Metadata information for

NotebookService.CreateNotebookRuntimeTemplate.

func (*GoogleCloudAiplatformV1CreateNotebookRuntimeTemplateOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateNotebookRuntimeTemplateOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreatePipelineJobRequest 

type GoogleCloudAiplatformV1CreatePipelineJobRequest struct {
	// Parent: Required. The resource name of the Location to create the
	// PipelineJob in. Format: `projects/{project}/locations/{location}`
	Parent string `json:"parent,omitempty"`

	// PipelineJob: Required. The PipelineJob to create.
	PipelineJob *GoogleCloudAiplatformV1PipelineJob `json:"pipelineJob,omitempty"`

	// PipelineJobId: The ID to use for the PipelineJob, which will become
	// the final component of the PipelineJob name. If not provided, an ID
	// will be automatically generated. This value should be less than 128
	// characters, and valid characters are `/a-z-/`.
	PipelineJobId string `json:"pipelineJobId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parent") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parent") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreatePipelineJobRequest: Request message for PipelineService.CreatePipelineJob.

func (*GoogleCloudAiplatformV1CreatePipelineJobRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreatePipelineJobRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateRegistryFeatureOperationMetadata 

type GoogleCloudAiplatformV1CreateRegistryFeatureOperationMetadata struct {
	// GenericMetadata: Operation metadata for Feature.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateRegistryFeatureOperationMetadata: Details of operations that perform create FeatureGroup.

func (*GoogleCloudAiplatformV1CreateRegistryFeatureOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateRegistryFeatureOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateSpecialistPoolOperationMetadata 

type GoogleCloudAiplatformV1CreateSpecialistPoolOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateSpecialistPoolOperationMetadata: Runtime operation information for SpecialistPoolService.CreateSpecialistPool.

func (*GoogleCloudAiplatformV1CreateSpecialistPoolOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateSpecialistPoolOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateTensorboardOperationMetadata 

type GoogleCloudAiplatformV1CreateTensorboardOperationMetadata struct {
	// GenericMetadata: Operation metadata for Tensorboard.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateTensorboardOperationMetadata: Details of operations that perform create Tensorboard.

func (*GoogleCloudAiplatformV1CreateTensorboardOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateTensorboardOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateTensorboardRunRequest 

type GoogleCloudAiplatformV1CreateTensorboardRunRequest struct {
	// Parent: Required. The resource name of the TensorboardExperiment to
	// create the TensorboardRun in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/ex
	// periments/{experiment}`
	Parent string `json:"parent,omitempty"`

	// TensorboardRun: Required. The TensorboardRun to create.
	TensorboardRun *GoogleCloudAiplatformV1TensorboardRun `json:"tensorboardRun,omitempty"`

	// TensorboardRunId: Required. The ID to use for the Tensorboard run,
	// which becomes the final component of the Tensorboard run's resource
	// name. This value should be 1-128 characters, and valid characters are
	// `/a-z-/`.
	TensorboardRunId string `json:"tensorboardRunId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parent") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parent") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateTensorboardRunRequest: Request message for TensorboardService.CreateTensorboardRun.

func (*GoogleCloudAiplatformV1CreateTensorboardRunRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateTensorboardRunRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest 

type GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest struct {
	// Parent: Required. The resource name of the TensorboardRun to create
	// the TensorboardTimeSeries in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/ex
	// periments/{experiment}/runs/{run}`
	Parent string `json:"parent,omitempty"`

	// TensorboardTimeSeries: Required. The TensorboardTimeSeries to create.
	TensorboardTimeSeries *GoogleCloudAiplatformV1TensorboardTimeSeries `json:"tensorboardTimeSeries,omitempty"`

	// TensorboardTimeSeriesId: Optional. The user specified unique ID to
	// use for the TensorboardTimeSeries, which becomes the final component
	// of the TensorboardTimeSeries's resource name. This value should match
	// "a-z0-9{0, 127}"
	TensorboardTimeSeriesId string `json:"tensorboardTimeSeriesId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parent") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parent") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest: Request message for TensorboardService.CreateTensorboardTimeSeries.

func (*GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1CreateTensorboardTimeSeriesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CsvDestination 

type GoogleCloudAiplatformV1CsvDestination struct {
	// GcsDestination: Required. Google Cloud Storage location.
	GcsDestination *GoogleCloudAiplatformV1GcsDestination `json:"gcsDestination,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GcsDestination") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GcsDestination") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CsvDestination: The storage details for CSV output content.

func (*GoogleCloudAiplatformV1CsvDestination) MarshalJSON 

func (s *GoogleCloudAiplatformV1CsvDestination) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CsvSource 

type GoogleCloudAiplatformV1CsvSource struct {
	// GcsSource: Required. Google Cloud Storage location.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GcsSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GcsSource") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CsvSource: The storage details for CSV input content.

func (*GoogleCloudAiplatformV1CsvSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1CsvSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CustomJob 

type GoogleCloudAiplatformV1CustomJob struct {
	// CreateTime: Output only. Time when the CustomJob was created.
	CreateTime string `json:"createTime,omitempty"`

	// DisplayName: Required. The display name of the CustomJob. The name
	// can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key options for a
	// CustomJob. If this is set, then all resources created by the
	// CustomJob will be encrypted with the provided encryption key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// EndTime: Output only. Time when the CustomJob entered any of the
	// following states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`,
	// `JOB_STATE_CANCELLED`.
	EndTime string `json:"endTime,omitempty"`

	// Error: Output only. Only populated when job's state is
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// JobSpec: Required. Job spec.
	JobSpec *GoogleCloudAiplatformV1CustomJobSpec `json:"jobSpec,omitempty"`

	// Labels: The labels with user-defined metadata to organize CustomJobs.
	// Label keys and values can be no longer than 64 characters (Unicode
	// codepoints), can only contain lowercase letters, numeric characters,
	// underscores and dashes. International characters are allowed. See
	// https://goo.gl/xmQnxf for more information and examples of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. Resource name of a CustomJob.
	Name string `json:"name,omitempty"`

	// StartTime: Output only. Time when the CustomJob for the first time
	// entered the `JOB_STATE_RUNNING` state.
	StartTime string `json:"startTime,omitempty"`

	// State: Output only. The detailed state of the job.
	//
	// Possible values:
	//   "JOB_STATE_UNSPECIFIED" - The job state is unspecified.
	//   "JOB_STATE_QUEUED" - The job has been just created or resumed and
	// processing has not yet begun.
	//   "JOB_STATE_PENDING" - The service is preparing to run the job.
	//   "JOB_STATE_RUNNING" - The job is in progress.
	//   "JOB_STATE_SUCCEEDED" - The job completed successfully.
	//   "JOB_STATE_FAILED" - The job failed.
	//   "JOB_STATE_CANCELLING" - The job is being cancelled. From this
	// state the job may only go to either `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	//   "JOB_STATE_CANCELLED" - The job has been cancelled.
	//   "JOB_STATE_PAUSED" - The job has been stopped, and can be resumed.
	//   "JOB_STATE_EXPIRED" - The job has expired.
	//   "JOB_STATE_UPDATING" - The job is being updated. Only jobs in the
	// `RUNNING` state can be updated. After updating, the job goes back to
	// the `RUNNING` state.
	//   "JOB_STATE_PARTIALLY_SUCCEEDED" - The job is partially succeeded,
	// some results may be missing due to errors.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Time when the CustomJob was most recently
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// WebAccessUris: Output only. URIs for accessing interactive shells
	// (https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell)
	// (one URI for each training node). Only available if
	// job_spec.enable_web_access is `true`. The keys are names of each node
	// in the training job; for example, `workerpool0-0` for the primary
	// node, `workerpool1-0` for the first node in the second worker pool,
	// and `workerpool1-1` for the second node in the second worker pool.
	// The values are the URIs for each node's interactive shell.
	WebAccessUris map[string]string `json:"webAccessUris,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CustomJob: Represents a job that runs custom workloads such as a Docker container or a Python package. A CustomJob can have multiple worker pools and each worker pool can have its own machine and input spec. A CustomJob will be cleaned up once the job enters terminal state (failed or succeeded).

func (*GoogleCloudAiplatformV1CustomJob) MarshalJSON 

func (s *GoogleCloudAiplatformV1CustomJob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1CustomJobSpec 

type GoogleCloudAiplatformV1CustomJobSpec struct {
	// BaseOutputDirectory: The Cloud Storage location to store the output
	// of this CustomJob or HyperparameterTuningJob. For
	// HyperparameterTuningJob, the baseOutputDirectory of each child
	// CustomJob backing a Trial is set to a subdirectory of name id under
	// its parent HyperparameterTuningJob's baseOutputDirectory. The
	// following Vertex AI environment variables will be passed to
	// containers or python modules when this field is set: For CustomJob: *
	// AIP_MODEL_DIR = `/model/` * AIP_CHECKPOINT_DIR = `/checkpoints/` *
	// AIP_TENSORBOARD_LOG_DIR = `/logs/` For CustomJob backing a Trial of
	// HyperparameterTuningJob: * AIP_MODEL_DIR = `//model/` *
	// AIP_CHECKPOINT_DIR = `//checkpoints/` * AIP_TENSORBOARD_LOG_DIR =
	// `//logs/`
	BaseOutputDirectory *GoogleCloudAiplatformV1GcsDestination `json:"baseOutputDirectory,omitempty"`

	// EnableDashboardAccess: Optional. Whether you want Vertex AI to enable
	// access to the customized dashboard in training chief container. If
	// set to `true`, you can access the dashboard at the URIs given by
	// CustomJob.web_access_uris or Trial.web_access_uris (within
	// HyperparameterTuningJob.trials).
	EnableDashboardAccess bool `json:"enableDashboardAccess,omitempty"`

	// EnableWebAccess: Optional. Whether you want Vertex AI to enable
	// interactive shell access
	// (https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell)
	// to training containers. If set to `true`, you can access interactive
	// shells at the URIs given by CustomJob.web_access_uris or
	// Trial.web_access_uris (within HyperparameterTuningJob.trials).
	EnableWebAccess bool `json:"enableWebAccess,omitempty"`

	// Experiment: Optional. The Experiment associated with this job.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadataStore
	// s}/contexts/{experiment-name}`
	Experiment string `json:"experiment,omitempty"`

	// ExperimentRun: Optional. The Experiment Run associated with this job.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadataStore
	// s}/contexts/{experiment-name}-{experiment-run-name}`
	ExperimentRun string `json:"experimentRun,omitempty"`

	// Models: Optional. The name of the Model resources for which to
	// generate a mapping to artifact URIs. Applicable only to some of the
	// Google-provided custom jobs. Format:
	// `projects/{project}/locations/{location}/models/{model}` In order to
	// retrieve a specific version of the model, also provide the version ID
	// or version alias. Example:
	// `projects/{project}/locations/{location}/models/{model}@2` or
	// `projects/{project}/locations/{location}/models/{model}@golden` If no
	// version ID or alias is specified, the "default" version will be
	// returned. The "default" version alias is created for the first
	// version of the model, and can be moved to other versions later on.
	// There will be exactly one default version.
	Models []string `json:"models,omitempty"`

	// Network: Optional. The full name of the Compute Engine network
	// (/compute/docs/networks-and-firewalls#networks) to which the Job
	// should be peered. For example,
	// `projects/12345/global/networks/myVPC`. Format
	// (/compute/docs/reference/rest/v1/networks/insert) is of the form
	// `projects/{project}/global/networks/{network}`. Where {project} is a
	// project number, as in `12345`, and {network} is a network name. To
	// specify this field, you must have already configured VPC Network
	// Peering for Vertex AI
	// (https://cloud.google.com/vertex-ai/docs/general/vpc-peering). If
	// this field is left unspecified, the job is not peered with any
	// network.
	Network string `json:"network,omitempty"`

	// ProtectedArtifactLocationId: The ID of the location to store
	// protected artifacts. e.g. us-central1. Populate only when the
	// location is different than CustomJob location. List of supported
	// locations: https://cloud.google.com/vertex-ai/docs/general/locations
	ProtectedArtifactLocationId string `json:"protectedArtifactLocationId,omitempty"`

	// ReservedIpRanges: Optional. A list of names for the reserved ip
	// ranges under the VPC network that can be used for this job. If set,
	// we will deploy the job within the provided ip ranges. Otherwise, the
	// job will be deployed to any ip ranges under the provided VPC network.
	// Example: ['vertex-ai-ip-range'].
	ReservedIpRanges []string `json:"reservedIpRanges,omitempty"`

	// Scheduling: Scheduling options for a CustomJob.
	Scheduling *GoogleCloudAiplatformV1Scheduling `json:"scheduling,omitempty"`

	// ServiceAccount: Specifies the service account for workload run-as
	// account. Users submitting jobs must have act-as permission on this
	// run-as account. If unspecified, the Vertex AI Custom Code Service
	// Agent
	// (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents)
	// for the CustomJob's project is used.
	ServiceAccount string `json:"serviceAccount,omitempty"`

	// Tensorboard: Optional. The name of a Vertex AI Tensorboard resource
	// to which this CustomJob will upload Tensorboard logs. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Tensorboard string `json:"tensorboard,omitempty"`

	// WorkerPoolSpecs: Required. The spec of the worker pools including
	// machine type and Docker image. All worker pools except the first one
	// are optional and can be skipped by providing an empty value.
	WorkerPoolSpecs []*GoogleCloudAiplatformV1WorkerPoolSpec `json:"workerPoolSpecs,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BaseOutputDirectory")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BaseOutputDirectory") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1CustomJobSpec: Represents the spec of a CustomJob.

func (*GoogleCloudAiplatformV1CustomJobSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1CustomJobSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DataItem 

type GoogleCloudAiplatformV1DataItem struct {
	// CreateTime: Output only. Timestamp when this DataItem was created.
	CreateTime string `json:"createTime,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your DataItems. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. No more than 64 user labels can be associated with one
	// DataItem(System labels are excluded). See https://goo.gl/xmQnxf for
	// more information and examples of labels. System reserved label keys
	// are prefixed with "aiplatform.googleapis.com/" and are immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. The resource name of the DataItem.
	Name string `json:"name,omitempty"`

	// Payload: Required. The data that the DataItem represents (for
	// example, an image or a text snippet). The schema of the payload is
	// stored in the parent Dataset's metadata schema's dataItemSchemaUri
	// field.
	Payload interface{} `json:"payload,omitempty"`

	// UpdateTime: Output only. Timestamp when this DataItem was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DataItem: A piece of data in a Dataset. Could be an image, a video, a document or plain text.

func (*GoogleCloudAiplatformV1DataItem) MarshalJSON 

func (s *GoogleCloudAiplatformV1DataItem) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DataItemView 

type GoogleCloudAiplatformV1DataItemView struct {
	// Annotations: The Annotations on the DataItem. If too many Annotations
	// should be returned for the DataItem, this field will be truncated per
	// annotations_limit in request. If it was, then the
	// has_truncated_annotations will be set to true.
	Annotations []*GoogleCloudAiplatformV1Annotation `json:"annotations,omitempty"`

	// DataItem: The DataItem.
	DataItem *GoogleCloudAiplatformV1DataItem `json:"dataItem,omitempty"`

	// HasTruncatedAnnotations: True if and only if the Annotations field
	// has been truncated. It happens if more Annotations for this DataItem
	// met the request's annotation_filter than are allowed to be returned
	// by annotations_limit. Note that if Annotations field is not being
	// returned due to field mask, then this field will not be set to true
	// no matter how many Annotations are there.
	HasTruncatedAnnotations bool `json:"hasTruncatedAnnotations,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Annotations") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Annotations") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DataItemView: A container for a single DataItem and Annotations on it.

func (*GoogleCloudAiplatformV1DataItemView) MarshalJSON 

func (s *GoogleCloudAiplatformV1DataItemView) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DataLabelingJob 

type GoogleCloudAiplatformV1DataLabelingJob struct {
	// ActiveLearningConfig: Parameters that configure the active learning
	// pipeline. Active learning will label the data incrementally via
	// several iterations. For every iteration, it will select a batch of
	// data based on the sampling strategy.
	ActiveLearningConfig *GoogleCloudAiplatformV1ActiveLearningConfig `json:"activeLearningConfig,omitempty"`

	// AnnotationLabels: Labels to assign to annotations generated by this
	// DataLabelingJob. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information and
	// examples of labels. System reserved label keys are prefixed with
	// "aiplatform.googleapis.com/" and are immutable.
	AnnotationLabels map[string]string `json:"annotationLabels,omitempty"`

	// CreateTime: Output only. Timestamp when this DataLabelingJob was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// CurrentSpend: Output only. Estimated cost(in US dollars) that the
	// DataLabelingJob has incurred to date.
	CurrentSpend *GoogleTypeMoney `json:"currentSpend,omitempty"`

	// Datasets: Required. Dataset resource names. Right now we only support
	// labeling from a single Dataset. Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Datasets []string `json:"datasets,omitempty"`

	// DisplayName: Required. The user-defined name of the DataLabelingJob.
	// The name can be up to 128 characters long and can consist of any
	// UTF-8 characters. Display name of a DataLabelingJob.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for a
	// DataLabelingJob. If set, this DataLabelingJob will be secured by this
	// key. Note: Annotations created in the DataLabelingJob are associated
	// with the EncryptionSpec of the Dataset they are exported to.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Error: Output only. DataLabelingJob errors. It is only populated when
	// job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// Inputs: Required. Input config parameters for the DataLabelingJob.
	Inputs interface{} `json:"inputs,omitempty"`

	// InputsSchemaUri: Required. Points to a YAML file stored on Google
	// Cloud Storage describing the config for a specific type of
	// DataLabelingJob. The schema files that can be used here are found in
	// the https://storage.googleapis.com/google-cloud-aiplatform bucket in
	// the /schema/datalabelingjob/inputs/ folder.
	InputsSchemaUri string `json:"inputsSchemaUri,omitempty"`

	// InstructionUri: Required. The Google Cloud Storage location of the
	// instruction pdf. This pdf is shared with labelers, and provides
	// detailed description on how to label DataItems in Datasets.
	InstructionUri string `json:"instructionUri,omitempty"`

	// LabelerCount: Required. Number of labelers to work on each DataItem.
	LabelerCount int64 `json:"labelerCount,omitempty"`

	// LabelingProgress: Output only. Current labeling job progress
	// percentage scaled in interval [0, 100], indicating the percentage of
	// DataItems that has been finished.
	LabelingProgress int64 `json:"labelingProgress,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// DataLabelingJobs. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information and
	// examples of labels. System reserved label keys are prefixed with
	// "aiplatform.googleapis.com/" and are immutable. Following system
	// labels exist for each DataLabelingJob: *
	// "aiplatform.googleapis.com/schema": output only, its value is the
	// inputs_schema's title.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. Resource name of the DataLabelingJob.
	Name string `json:"name,omitempty"`

	// SpecialistPools: The SpecialistPools' resource names associated with
	// this job.
	SpecialistPools []string `json:"specialistPools,omitempty"`

	// State: Output only. The detailed state of the job.
	//
	// Possible values:
	//   "JOB_STATE_UNSPECIFIED" - The job state is unspecified.
	//   "JOB_STATE_QUEUED" - The job has been just created or resumed and
	// processing has not yet begun.
	//   "JOB_STATE_PENDING" - The service is preparing to run the job.
	//   "JOB_STATE_RUNNING" - The job is in progress.
	//   "JOB_STATE_SUCCEEDED" - The job completed successfully.
	//   "JOB_STATE_FAILED" - The job failed.
	//   "JOB_STATE_CANCELLING" - The job is being cancelled. From this
	// state the job may only go to either `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	//   "JOB_STATE_CANCELLED" - The job has been cancelled.
	//   "JOB_STATE_PAUSED" - The job has been stopped, and can be resumed.
	//   "JOB_STATE_EXPIRED" - The job has expired.
	//   "JOB_STATE_UPDATING" - The job is being updated. Only jobs in the
	// `RUNNING` state can be updated. After updating, the job goes back to
	// the `RUNNING` state.
	//   "JOB_STATE_PARTIALLY_SUCCEEDED" - The job is partially succeeded,
	// some results may be missing due to errors.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this DataLabelingJob was
	// updated most recently.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "ActiveLearningConfig") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ActiveLearningConfig") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DataLabelingJob: DataLabelingJob is used to trigger a human labeling job on unlabeled data from the following Dataset:

func (*GoogleCloudAiplatformV1DataLabelingJob) MarshalJSON 

func (s *GoogleCloudAiplatformV1DataLabelingJob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Dataset 

type GoogleCloudAiplatformV1Dataset struct {
	// CreateTime: Output only. Timestamp when this Dataset was created.
	CreateTime string `json:"createTime,omitempty"`

	// DataItemCount: Output only. The number of DataItems in this Dataset.
	// Only apply for non-structured Dataset.
	DataItemCount int64 `json:"dataItemCount,omitempty,string"`

	// Description: The description of the Dataset.
	Description string `json:"description,omitempty"`

	// DisplayName: Required. The user-defined name of the Dataset. The name
	// can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for a Dataset.
	// If set, this Dataset and all sub-resources of this Dataset will be
	// secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Datasets. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. No more than 64 user labels can be associated with one
	// Dataset (System labels are excluded). See https://goo.gl/xmQnxf for
	// more information and examples of labels. System reserved label keys
	// are prefixed with "aiplatform.googleapis.com/" and are immutable.
	// Following system labels exist for each Dataset: *
	// "aiplatform.googleapis.com/dataset_metadata_schema": output only, its
	// value is the metadata_schema's title.
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: Required. Additional information about the Dataset.
	Metadata interface{} `json:"metadata,omitempty"`

	// MetadataArtifact: Output only. The resource name of the Artifact that
	// was created in MetadataStore when creating the Dataset. The Artifact
	// resource name pattern is
	// `projects/{project}/locations/{location}/metadataStores/{metadata_stor
	// e}/artifacts/{artifact}`.
	MetadataArtifact string `json:"metadataArtifact,omitempty"`

	// MetadataSchemaUri: Required. Points to a YAML file stored on Google
	// Cloud Storage describing additional information about the Dataset.
	// The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema
	// files that can be used here are found in
	// gs://google-cloud-aiplatform/schema/dataset/metadata/.
	MetadataSchemaUri string `json:"metadataSchemaUri,omitempty"`

	// Name: Output only. The resource name of the Dataset.
	Name string `json:"name,omitempty"`

	// SavedQueries: All SavedQueries belong to the Dataset will be returned
	// in List/Get Dataset response. The annotation_specs field will not be
	// populated except for UI cases which will only use
	// annotation_spec_count. In CreateDataset request, a SavedQuery is
	// created together if this field is set, up to one SavedQuery can be
	// set in CreateDatasetRequest. The SavedQuery should not contain any
	// AnnotationSpec.
	SavedQueries []*GoogleCloudAiplatformV1SavedQuery `json:"savedQueries,omitempty"`

	// UpdateTime: Output only. Timestamp when this Dataset was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Dataset: A collection of DataItems and Annotations on them.

func (*GoogleCloudAiplatformV1Dataset) MarshalJSON 

func (s *GoogleCloudAiplatformV1Dataset) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DatasetVersion 

type GoogleCloudAiplatformV1DatasetVersion struct {
	// BigQueryDatasetName: Output only. Name of the associated BigQuery
	// dataset.
	BigQueryDatasetName string `json:"bigQueryDatasetName,omitempty"`

	// CreateTime: Output only. Timestamp when this DatasetVersion was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DisplayName: The user-defined name of the DatasetVersion. The name
	// can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `json:"displayName,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Metadata: Required. Output only. Additional information about the
	// DatasetVersion.
	Metadata interface{} `json:"metadata,omitempty"`

	// Name: Output only. The resource name of the DatasetVersion.
	Name string `json:"name,omitempty"`

	// UpdateTime: Output only. Timestamp when this DatasetVersion was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "BigQueryDatasetName")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigQueryDatasetName") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DatasetVersion: Describes the dataset version.

func (*GoogleCloudAiplatformV1DatasetVersion) MarshalJSON 

func (s *GoogleCloudAiplatformV1DatasetVersion) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DedicatedResources 

type GoogleCloudAiplatformV1DedicatedResources struct {
	// AutoscalingMetricSpecs: Immutable. The metric specifications that
	// overrides a resource utilization metric (CPU utilization,
	// accelerator's duty cycle, and so on) target value (default to 60 if
	// not set). At most one entry is allowed per metric. If
	// machine_spec.accelerator_count is above 0, the autoscaling will be
	// based on both CPU utilization and accelerator's duty cycle metrics
	// and scale up when either metrics exceeds its target value while scale
	// down if both metrics are under their target value. The default target
	// value is 60 for both metrics. If machine_spec.accelerator_count is 0,
	// the autoscaling will be based on CPU utilization metric only with
	// default target value 60 if not explicitly set. For example, in the
	// case of Online Prediction, if you want to override target CPU
	// utilization to 80, you should set
	// autoscaling_metric_specs.metric_name to
	// `aiplatform.googleapis.com/prediction/online/cpu/utilization` and
	// autoscaling_metric_specs.target to `80`.
	AutoscalingMetricSpecs []*GoogleCloudAiplatformV1AutoscalingMetricSpec `json:"autoscalingMetricSpecs,omitempty"`

	// MachineSpec: Required. Immutable. The specification of a single
	// machine used by the prediction.
	MachineSpec *GoogleCloudAiplatformV1MachineSpec `json:"machineSpec,omitempty"`

	// MaxReplicaCount: Immutable. The maximum number of replicas this
	// DeployedModel may be deployed on when the traffic against it
	// increases. If the requested value is too large, the deployment will
	// error, but if deployment succeeds then the ability to scale the model
	// to that many replicas is guaranteed (barring service outages). If
	// traffic against the DeployedModel increases beyond what its replicas
	// at maximum may handle, a portion of the traffic will be dropped. If
	// this value is not provided, will use min_replica_count as the default
	// value. The value of this field impacts the charge against Vertex CPU
	// and GPU quotas. Specifically, you will be charged for
	// (max_replica_count * number of cores in the selected machine type)
	// and (max_replica_count * number of GPUs per replica in the selected
	// machine type).
	MaxReplicaCount int64 `json:"maxReplicaCount,omitempty"`

	// MinReplicaCount: Required. Immutable. The minimum number of machine
	// replicas this DeployedModel will be always deployed on. This value
	// must be greater than or equal to 1. If traffic against the
	// DeployedModel increases, it may dynamically be deployed onto more
	// replicas, and as traffic decreases, some of these extra replicas may
	// be freed.
	MinReplicaCount int64 `json:"minReplicaCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AutoscalingMetricSpecs") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AutoscalingMetricSpecs")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DedicatedResources: A description of resources that are dedicated to a DeployedModel, and that need a higher degree of manual configuration.

func (*GoogleCloudAiplatformV1DedicatedResources) MarshalJSON 

func (s *GoogleCloudAiplatformV1DedicatedResources) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesOperationMetadata 

type GoogleCloudAiplatformV1DeleteFeatureValuesOperationMetadata struct {
	// GenericMetadata: Operation metadata for Featurestore delete Features
	// values.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesOperationMetadata: Details of operations that delete Feature values.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesRequest 

type GoogleCloudAiplatformV1DeleteFeatureValuesRequest struct {
	// SelectEntity: Select feature values to be deleted by specifying
	// entities.
	SelectEntity *GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity `json:"selectEntity,omitempty"`

	// SelectTimeRangeAndFeature: Select feature values to be deleted by
	// specifying time range and features.
	SelectTimeRangeAndFeature *GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFeature `json:"selectTimeRangeAndFeature,omitempty"`

	// ForceSendFields is a list of field names (e.g. "SelectEntity") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "SelectEntity") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesRequest: Request message for FeaturestoreService.DeleteFeatureValues.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity 

type GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity struct {
	// EntityIdSelector: Required. Selectors choosing feature values of
	// which entity id to be deleted from the EntityType.
	EntityIdSelector *GoogleCloudAiplatformV1EntityIdSelector `json:"entityIdSelector,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EntityIdSelector") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EntityIdSelector") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity: Message to select entity. If an entity id is selected, all the feature values corresponding to the entity id will be deleted, including the entityId.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectEntity) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFeature 

type GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFeature struct {
	// FeatureSelector: Required. Selectors choosing which feature values to
	// be deleted from the EntityType.
	FeatureSelector *GoogleCloudAiplatformV1FeatureSelector `json:"featureSelector,omitempty"`

	// SkipOnlineStorageDelete: If set, data will not be deleted from online
	// storage. When time range is older than the data in online storage,
	// setting this to be true will make the deletion have no impact on
	// online serving.
	SkipOnlineStorageDelete bool `json:"skipOnlineStorageDelete,omitempty"`

	// TimeRange: Required. Select feature generated within a half-inclusive
	// time range. The time range is lower inclusive and upper exclusive.
	TimeRange *GoogleTypeInterval `json:"timeRange,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FeatureSelector") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureSelector") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFea ture: Message to select time range and feature. Values of the selected feature generated within an inclusive time range will be deleted. Using this option permanently deletes the feature values from the specified feature IDs within the specified time range. This might include data from the online storage. If you want to retain any deleted historical data in the online storage, you must re-ingest it.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFeature) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesRequestSelectTimeRangeAndFeature) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesResponse 

type GoogleCloudAiplatformV1DeleteFeatureValuesResponse struct {
	// SelectEntity: Response for request specifying the entities to delete
	SelectEntity *GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity `json:"selectEntity,omitempty"`

	// SelectTimeRangeAndFeature: Response for request specifying time range
	// and feature
	SelectTimeRangeAndFeature *GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFeature `json:"selectTimeRangeAndFeature,omitempty"`

	// ForceSendFields is a list of field names (e.g. "SelectEntity") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "SelectEntity") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesResponse: Response message for FeaturestoreService.DeleteFeatureValues.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity 

type GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity struct {
	// OfflineStorageDeletedEntityRowCount: The count of deleted entity rows
	// in the offline storage. Each row corresponds to the combination of an
	// entity ID and a timestamp. One entity ID can have multiple rows in
	// the offline storage.
	OfflineStorageDeletedEntityRowCount int64 `json:"offlineStorageDeletedEntityRowCount,omitempty,string"`

	// OnlineStorageDeletedEntityCount: The count of deleted entities in the
	// online storage. Each entity ID corresponds to one entity.
	OnlineStorageDeletedEntityCount int64 `json:"onlineStorageDeletedEntityCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g.
	// "OfflineStorageDeletedEntityRowCount") to unconditionally include in
	// API requests. By default, fields with empty or default values are
	// omitted from API requests. However, any non-pointer, non-interface
	// field appearing in ForceSendFields will be sent to the server
	// regardless of whether the field is empty or not. This may be used to
	// include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "OfflineStorageDeletedEntityRowCount") to include in API requests
	// with the JSON null value. By default, fields with empty values are
	// omitted from API requests. However, any field with an empty value
	// appearing in NullFields will be sent to the server as null. It is an
	// error if a field in this list has a non-empty value. This may be used
	// to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity: Response message if the request uses the SelectEntity option.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectEntity) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFeature 

type GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFeature struct {
	// ImpactedFeatureCount: The count of the features or columns impacted.
	// This is the same as the feature count in the request.
	ImpactedFeatureCount int64 `json:"impactedFeatureCount,omitempty,string"`

	// OfflineStorageModifiedEntityRowCount: The count of modified entity
	// rows in the offline storage. Each row corresponds to the combination
	// of an entity ID and a timestamp. One entity ID can have multiple rows
	// in the offline storage. Within each row, only the features specified
	// in the request are deleted.
	OfflineStorageModifiedEntityRowCount int64 `json:"offlineStorageModifiedEntityRowCount,omitempty,string"`

	// OnlineStorageModifiedEntityCount: The count of modified entities in
	// the online storage. Each entity ID corresponds to one entity. Within
	// each entity, only the features specified in the request are deleted.
	OnlineStorageModifiedEntityCount int64 `json:"onlineStorageModifiedEntityCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g.
	// "ImpactedFeatureCount") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ImpactedFeatureCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFe ature: Response message if the request uses the SelectTimeRangeAndFeature option.

func (*GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFeature) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteFeatureValuesResponseSelectTimeRangeAndFeature) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteMetadataStoreOperationMetadata 

type GoogleCloudAiplatformV1DeleteMetadataStoreOperationMetadata struct {
	// GenericMetadata: Operation metadata for deleting a MetadataStore.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteMetadataStoreOperationMetadata: Details of operations that perform MetadataService.DeleteMetadataStore.

func (*GoogleCloudAiplatformV1DeleteMetadataStoreOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteMetadataStoreOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeleteOperationMetadata 

type GoogleCloudAiplatformV1DeleteOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeleteOperationMetadata: Details of operations that perform deletes of any entities.

func (*GoogleCloudAiplatformV1DeleteOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeleteOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployIndexOperationMetadata 

type GoogleCloudAiplatformV1DeployIndexOperationMetadata struct {
	// DeployedIndexId: The unique index id specified by user
	DeployedIndexId string `json:"deployedIndexId,omitempty"`

	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndexId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndexId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployIndexOperationMetadata: Runtime operation information for IndexEndpointService.DeployIndex.

func (*GoogleCloudAiplatformV1DeployIndexOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployIndexOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployIndexRequest 

type GoogleCloudAiplatformV1DeployIndexRequest struct {
	// DeployedIndex: Required. The DeployedIndex to be created within the
	// IndexEndpoint.
	DeployedIndex *GoogleCloudAiplatformV1DeployedIndex `json:"deployedIndex,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndex") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployIndexRequest: Request message for IndexEndpointService.DeployIndex.

func (*GoogleCloudAiplatformV1DeployIndexRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployIndexRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployIndexResponse 

type GoogleCloudAiplatformV1DeployIndexResponse struct {
	// DeployedIndex: The DeployedIndex that had been deployed in the
	// IndexEndpoint.
	DeployedIndex *GoogleCloudAiplatformV1DeployedIndex `json:"deployedIndex,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndex") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployIndexResponse: Response message for IndexEndpointService.DeployIndex.

func (*GoogleCloudAiplatformV1DeployIndexResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployIndexResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployModelOperationMetadata 

type GoogleCloudAiplatformV1DeployModelOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployModelOperationMetadata: Runtime operation information for EndpointService.DeployModel.

func (*GoogleCloudAiplatformV1DeployModelOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployModelOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployModelRequest 

type GoogleCloudAiplatformV1DeployModelRequest struct {
	// DeployedModel: Required. The DeployedModel to be created within the
	// Endpoint. Note that Endpoint.traffic_split must be updated for the
	// DeployedModel to start receiving traffic, either as part of this
	// call, or via EndpointService.UpdateEndpoint.
	DeployedModel *GoogleCloudAiplatformV1DeployedModel `json:"deployedModel,omitempty"`

	// TrafficSplit: A map from a DeployedModel's ID to the percentage of
	// this Endpoint's traffic that should be forwarded to that
	// DeployedModel. If this field is non-empty, then the Endpoint's
	// traffic_split will be overwritten with it. To refer to the ID of the
	// just being deployed Model, a "0" should be used, and the actual ID of
	// the new DeployedModel will be filled in its place by this method. The
	// traffic percentage values must add up to 100. If this field is empty,
	// then the Endpoint's traffic_split is not updated.
	TrafficSplit map[string]int64 `json:"trafficSplit,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedModel") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModel") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployModelRequest: Request message for EndpointService.DeployModel.

func (*GoogleCloudAiplatformV1DeployModelRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployModelRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployModelResponse 

type GoogleCloudAiplatformV1DeployModelResponse struct {
	// DeployedModel: The DeployedModel that had been deployed in the
	// Endpoint.
	DeployedModel *GoogleCloudAiplatformV1DeployedModel `json:"deployedModel,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedModel") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModel") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployModelResponse: Response message for EndpointService.DeployModel.

func (*GoogleCloudAiplatformV1DeployModelResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployModelResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedIndex 

type GoogleCloudAiplatformV1DeployedIndex struct {
	// AutomaticResources: Optional. A description of resources that the
	// DeployedIndex uses, which to large degree are decided by Vertex AI,
	// and optionally allows only a modest additional configuration. If
	// min_replica_count is not set, the default value is 2 (we don't
	// provide SLA when min_replica_count=1). If max_replica_count is not
	// set, the default value is min_replica_count. The max allowed replica
	// count is 1000.
	AutomaticResources *GoogleCloudAiplatformV1AutomaticResources `json:"automaticResources,omitempty"`

	// CreateTime: Output only. Timestamp when the DeployedIndex was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DedicatedResources: Optional. A description of resources that are
	// dedicated to the DeployedIndex, and that need a higher degree of
	// manual configuration. The field min_replica_count must be set to a
	// value strictly greater than 0, or else validation will fail. We don't
	// provide SLA when min_replica_count=1. If max_replica_count is not
	// set, the default value is min_replica_count. The max allowed replica
	// count is 1000. Available machine types for SMALL shard: e2-standard-2
	// and all machine types available for MEDIUM and LARGE shard. Available
	// machine types for MEDIUM shard: e2-standard-16 and all machine types
	// available for LARGE shard. Available machine types for LARGE shard:
	// e2-highmem-16, n2d-standard-32. n1-standard-16 and n1-standard-32 are
	// still available, but we recommend e2-standard-16 and e2-highmem-16
	// for cost efficiency.
	DedicatedResources *GoogleCloudAiplatformV1DedicatedResources `json:"dedicatedResources,omitempty"`

	// DeployedIndexAuthConfig: Optional. If set, the authentication is
	// enabled for the private endpoint.
	DeployedIndexAuthConfig *GoogleCloudAiplatformV1DeployedIndexAuthConfig `json:"deployedIndexAuthConfig,omitempty"`

	// DeploymentGroup: Optional. The deployment group can be no longer than
	// 64 characters (eg: 'test', 'prod'). If not set, we will use the
	// 'default' deployment group. Creating `deployment_groups` with
	// `reserved_ip_ranges` is a recommended practice when the peered
	// network has multiple peering ranges. This creates your deployments
	// from predictable IP spaces for easier traffic administration. Also,
	// one deployment_group (except 'default') can only be used with the
	// same reserved_ip_ranges which means if the deployment_group has been
	// used with reserved_ip_ranges: [a, b, c], using it with [a, b] or [d,
	// e] is disallowed. Note: we only support up to 5 deployment groups(not
	// including 'default').
	DeploymentGroup string `json:"deploymentGroup,omitempty"`

	// DisplayName: The display name of the DeployedIndex. If not provided
	// upon creation, the Index's display_name is used.
	DisplayName string `json:"displayName,omitempty"`

	// EnableAccessLogging: Optional. If true, private endpoint's access
	// logs are sent to Cloud Logging. These logs are like standard server
	// access logs, containing information like timestamp and latency for
	// each MatchRequest. Note that logs may incur a cost, especially if the
	// deployed index receives a high queries per second rate (QPS).
	// Estimate your costs before enabling this option.
	EnableAccessLogging bool `json:"enableAccessLogging,omitempty"`

	// Id: Required. The user specified ID of the DeployedIndex. The ID can
	// be up to 128 characters long and must start with a letter and only
	// contain letters, numbers, and underscores. The ID must be unique
	// within the project it is created in.
	Id string `json:"id,omitempty"`

	// Index: Required. The name of the Index this is the deployment of. We
	// may refer to this Index as the DeployedIndex's "original" Index.
	Index string `json:"index,omitempty"`

	// IndexSyncTime: Output only. The DeployedIndex may depend on various
	// data on its original Index. Additionally when certain changes to the
	// original Index are being done (e.g. when what the Index contains is
	// being changed) the DeployedIndex may be asynchronously updated in the
	// background to reflect these changes. If this timestamp's value is at
	// least the Index.update_time of the original Index, it means that this
	// DeployedIndex and the original Index are in sync. If this timestamp
	// is older, then to see which updates this DeployedIndex already
	// contains (and which it does not), one must list the operations that
	// are running on the original Index. Only the successfully completed
	// Operations with update_time equal or before this sync time are
	// contained in this DeployedIndex.
	IndexSyncTime string `json:"indexSyncTime,omitempty"`

	// PrivateEndpoints: Output only. Provides paths for users to send
	// requests directly to the deployed index services running on Cloud via
	// private services access. This field is populated if network is
	// configured.
	PrivateEndpoints *GoogleCloudAiplatformV1IndexPrivateEndpoints `json:"privateEndpoints,omitempty"`

	// ReservedIpRanges: Optional. A list of reserved ip ranges under the
	// VPC network that can be used for this DeployedIndex. If set, we will
	// deploy the index within the provided ip ranges. Otherwise, the index
	// might be deployed to any ip ranges under the provided VPC network.
	// The value should be the name of the address
	// (https://cloud.google.com/compute/docs/reference/rest/v1/addresses)
	// Example: ['vertex-ai-ip-range']. For more information about subnets
	// and network IP ranges, please see
	// https://cloud.google.com/vpc/docs/subnets#manually_created_subnet_ip_ranges.
	ReservedIpRanges []string `json:"reservedIpRanges,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AutomaticResources")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AutomaticResources") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedIndex: A deployment of an Index. IndexEndpoints contain one or more DeployedIndexes.

func (*GoogleCloudAiplatformV1DeployedIndex) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedIndex) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedIndexAuthConfig 

type GoogleCloudAiplatformV1DeployedIndexAuthConfig struct {
	// AuthProvider: Defines the authentication provider that the
	// DeployedIndex uses.
	AuthProvider *GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider `json:"authProvider,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AuthProvider") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AuthProvider") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedIndexAuthConfig: Used to set up the auth on the DeployedIndex's private endpoint.

func (*GoogleCloudAiplatformV1DeployedIndexAuthConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedIndexAuthConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider 

type GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider struct {
	// AllowedIssuers: A list of allowed JWT issuers. Each entry must be a
	// valid Google service account, in the following format:
	// `service-account-name@project-id.iam.gserviceaccount.com`
	AllowedIssuers []string `json:"allowedIssuers,omitempty"`

	// Audiences: The list of JWT audiences
	// (https://tools.ietf.org/html/draft-ietf-oauth-json-web-token-32#section-4.1.3).
	// that are allowed to access. A JWT containing any of these audiences
	// will be accepted.
	Audiences []string `json:"audiences,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AllowedIssuers") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AllowedIssuers") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider: Configuration for an authentication provider, including support for JSON Web Token (JWT) (https://tools.ietf.org/html/draft-ietf-oauth-json-web-token-32).

func (*GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedIndexAuthConfigAuthProvider) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedIndexRef 

type GoogleCloudAiplatformV1DeployedIndexRef struct {
	// DeployedIndexId: Immutable. The ID of the DeployedIndex in the above
	// IndexEndpoint.
	DeployedIndexId string `json:"deployedIndexId,omitempty"`

	// DisplayName: Output only. The display name of the DeployedIndex.
	DisplayName string `json:"displayName,omitempty"`

	// IndexEndpoint: Immutable. A resource name of the IndexEndpoint.
	IndexEndpoint string `json:"indexEndpoint,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndexId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndexId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedIndexRef: Points to a DeployedIndex.

func (*GoogleCloudAiplatformV1DeployedIndexRef) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedIndexRef) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedModel 

type GoogleCloudAiplatformV1DeployedModel struct {
	// AutomaticResources: A description of resources that to large degree
	// are decided by Vertex AI, and require only a modest additional
	// configuration.
	AutomaticResources *GoogleCloudAiplatformV1AutomaticResources `json:"automaticResources,omitempty"`

	// CreateTime: Output only. Timestamp when the DeployedModel was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DedicatedResources: A description of resources that are dedicated to
	// the DeployedModel, and that need a higher degree of manual
	// configuration.
	DedicatedResources *GoogleCloudAiplatformV1DedicatedResources `json:"dedicatedResources,omitempty"`

	// DisableContainerLogging: For custom-trained Models and AutoML Tabular
	// Models, the container of the DeployedModel instances will send
	// `stderr` and `stdout` streams to Cloud Logging by default. Please
	// note that the logs incur cost, which are subject to Cloud Logging
	// pricing (https://cloud.google.com/logging/pricing). User can disable
	// container logging by setting this flag to true.
	DisableContainerLogging bool `json:"disableContainerLogging,omitempty"`

	// DisplayName: The display name of the DeployedModel. If not provided
	// upon creation, the Model's display_name is used.
	DisplayName string `json:"displayName,omitempty"`

	// EnableAccessLogging: If true, online prediction access logs are sent
	// to Cloud Logging. These logs are like standard server access logs,
	// containing information like timestamp and latency for each prediction
	// request. Note that logs may incur a cost, especially if your project
	// receives prediction requests at a high queries per second rate (QPS).
	// Estimate your costs before enabling this option.
	EnableAccessLogging bool `json:"enableAccessLogging,omitempty"`

	// ExplanationSpec: Explanation configuration for this DeployedModel.
	// When deploying a Model using EndpointService.DeployModel, this value
	// overrides the value of Model.explanation_spec. All fields of
	// explanation_spec are optional in the request. If a field of
	// explanation_spec is not populated, the value of the same field of
	// Model.explanation_spec is inherited. If the corresponding
	// Model.explanation_spec is not populated, all fields of the
	// explanation_spec will be used for the explanation configuration.
	ExplanationSpec *GoogleCloudAiplatformV1ExplanationSpec `json:"explanationSpec,omitempty"`

	// Id: Immutable. The ID of the DeployedModel. If not provided upon
	// deployment, Vertex AI will generate a value for this ID. This value
	// should be 1-10 characters, and valid characters are `/[0-9]/`.
	Id string `json:"id,omitempty"`

	// Model: Required. The resource name of the Model that this is the
	// deployment of. Note that the Model may be in a different location
	// than the DeployedModel's Endpoint. The resource name may contain
	// version id or version alias to specify the version. Example:
	// `projects/{project}/locations/{location}/models/{model}@2` or
	// `projects/{project}/locations/{location}/models/{model}@golden` if no
	// version is specified, the default version will be deployed.
	Model string `json:"model,omitempty"`

	// ModelVersionId: Output only. The version ID of the model that is
	// deployed.
	ModelVersionId string `json:"modelVersionId,omitempty"`

	// PrivateEndpoints: Output only. Provide paths for users to send
	// predict/explain/health requests directly to the deployed model
	// services running on Cloud via private services access. This field is
	// populated if network is configured.
	PrivateEndpoints *GoogleCloudAiplatformV1PrivateEndpoints `json:"privateEndpoints,omitempty"`

	// ServiceAccount: The service account that the DeployedModel's
	// container runs as. Specify the email address of the service account.
	// If this service account is not specified, the container runs as a
	// service account that doesn't have access to the resource project.
	// Users deploying the Model must have the `iam.serviceAccounts.actAs`
	// permission on this service account.
	ServiceAccount string `json:"serviceAccount,omitempty"`

	// SharedResources: The resource name of the shared
	// DeploymentResourcePool to deploy on. Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{depl
	// oyment_resource_pool}`
	SharedResources string `json:"sharedResources,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AutomaticResources")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AutomaticResources") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedModel: A deployment of a Model. Endpoints contain one or more DeployedModels.

func (*GoogleCloudAiplatformV1DeployedModel) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedModel) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeployedModelRef 

type GoogleCloudAiplatformV1DeployedModelRef struct {
	// DeployedModelId: Immutable. An ID of a DeployedModel in the above
	// Endpoint.
	DeployedModelId string `json:"deployedModelId,omitempty"`

	// Endpoint: Immutable. A resource name of an Endpoint.
	Endpoint string `json:"endpoint,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedModelId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModelId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeployedModelRef: Points to a DeployedModel.

func (*GoogleCloudAiplatformV1DeployedModelRef) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeployedModelRef) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DeploymentResourcePool 

type GoogleCloudAiplatformV1DeploymentResourcePool struct {
	// CreateTime: Output only. Timestamp when this DeploymentResourcePool
	// was created.
	CreateTime string `json:"createTime,omitempty"`

	// DedicatedResources: Required. The underlying DedicatedResources that
	// the DeploymentResourcePool uses.
	DedicatedResources *GoogleCloudAiplatformV1DedicatedResources `json:"dedicatedResources,omitempty"`

	// Name: Immutable. The resource name of the DeploymentResourcePool.
	// Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{depl
	// oyment_resource_pool}`
	Name string `json:"name,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DeploymentResourcePool: A description of resources that can be shared by multiple DeployedModels, whose underlying specification consists of a DedicatedResources.

func (*GoogleCloudAiplatformV1DeploymentResourcePool) MarshalJSON 

func (s *GoogleCloudAiplatformV1DeploymentResourcePool) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DestinationFeatureSetting 

type GoogleCloudAiplatformV1DestinationFeatureSetting struct {
	// DestinationField: Specify the field name in the export destination.
	// If not specified, Feature ID is used.
	DestinationField string `json:"destinationField,omitempty"`

	// FeatureId: Required. The ID of the Feature to apply the setting to.
	FeatureId string `json:"featureId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DestinationField") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DestinationField") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*GoogleCloudAiplatformV1DestinationFeatureSetting) MarshalJSON 

func (s *GoogleCloudAiplatformV1DestinationFeatureSetting) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DirectPredictRequest 

type GoogleCloudAiplatformV1DirectPredictRequest struct {
	// Inputs: The prediction input.
	Inputs []*GoogleCloudAiplatformV1Tensor `json:"inputs,omitempty"`

	// Parameters: The parameters that govern the prediction.
	Parameters *GoogleCloudAiplatformV1Tensor `json:"parameters,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Inputs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Inputs") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DirectPredictRequest: Request message for PredictionService.DirectPredict.

func (*GoogleCloudAiplatformV1DirectPredictRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1DirectPredictRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DirectPredictResponse 

type GoogleCloudAiplatformV1DirectPredictResponse struct {
	// Outputs: The prediction output.
	Outputs []*GoogleCloudAiplatformV1Tensor `json:"outputs,omitempty"`

	// Parameters: The parameters that govern the prediction.
	Parameters *GoogleCloudAiplatformV1Tensor `json:"parameters,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Outputs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Outputs") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DirectPredictResponse: Response message for PredictionService.DirectPredict.

func (*GoogleCloudAiplatformV1DirectPredictResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1DirectPredictResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DirectRawPredictRequest 

type GoogleCloudAiplatformV1DirectRawPredictRequest struct {
	// Input: The prediction input.
	Input string `json:"input,omitempty"`

	// MethodName: Fully qualified name of the API method being invoked to
	// perform predictions. Format: `/namespace.Service/Method/` Example:
	// `/tensorflow.serving.PredictionService/Predict`
	MethodName string `json:"methodName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Input") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Input") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DirectRawPredictRequest: Request message for PredictionService.DirectRawPredict.

func (*GoogleCloudAiplatformV1DirectRawPredictRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1DirectRawPredictRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DirectRawPredictResponse 

type GoogleCloudAiplatformV1DirectRawPredictResponse struct {
	// Output: The prediction output.
	Output string `json:"output,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Output") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Output") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DirectRawPredictResponse: Response message for PredictionService.DirectRawPredict.

func (*GoogleCloudAiplatformV1DirectRawPredictResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1DirectRawPredictResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DiskSpec 

type GoogleCloudAiplatformV1DiskSpec struct {
	// BootDiskSizeGb: Size in GB of the boot disk (default is 100GB).
	BootDiskSizeGb int64 `json:"bootDiskSizeGb,omitempty"`

	// BootDiskType: Type of the boot disk (default is "pd-ssd"). Valid
	// values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard"
	// (Persistent Disk Hard Disk Drive).
	BootDiskType string `json:"bootDiskType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BootDiskSizeGb") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BootDiskSizeGb") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DiskSpec: Represents the spec of disk options.

func (*GoogleCloudAiplatformV1DiskSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1DiskSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1DoubleArray 

type GoogleCloudAiplatformV1DoubleArray struct {
	// Values: A list of double values.
	Values []float64 `json:"values,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Values") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Values") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1DoubleArray: A list of double values.

func (*GoogleCloudAiplatformV1DoubleArray) MarshalJSON 

func (s *GoogleCloudAiplatformV1DoubleArray) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1DoubleArray) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1DoubleArray) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1EncryptionSpec 

type GoogleCloudAiplatformV1EncryptionSpec struct {
	// KmsKeyName: Required. The Cloud KMS resource identifier of the
	// customer managed encryption key used to protect a resource. Has the
	// form:
	// `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-
	// key`. The key needs to be in the same region as where the compute
	// resource is created.
	KmsKeyName string `json:"kmsKeyName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "KmsKeyName") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "KmsKeyName") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EncryptionSpec: Represents a customer-managed encryption key spec that can be applied to a top-level resource.

func (*GoogleCloudAiplatformV1EncryptionSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1EncryptionSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Endpoint 

type GoogleCloudAiplatformV1Endpoint struct {
	// CreateTime: Output only. Timestamp when this Endpoint was created.
	CreateTime string `json:"createTime,omitempty"`

	// DeployedModels: Output only. The models deployed in this Endpoint. To
	// add or remove DeployedModels use EndpointService.DeployModel and
	// EndpointService.UndeployModel respectively.
	DeployedModels []*GoogleCloudAiplatformV1DeployedModel `json:"deployedModels,omitempty"`

	// Description: The description of the Endpoint.
	Description string `json:"description,omitempty"`

	// DisplayName: Required. The display name of the Endpoint. The name can
	// be up to 128 characters long and can consist of any UTF-8 characters.
	DisplayName string `json:"displayName,omitempty"`

	// EnablePrivateServiceConnect: Deprecated: If true, expose the Endpoint
	// via private service connect. Only one of the fields, network or
	// enable_private_service_connect, can be set.
	EnablePrivateServiceConnect bool `json:"enablePrivateServiceConnect,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for an Endpoint.
	// If set, this Endpoint and all sub-resources of this Endpoint will be
	// secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Endpoints. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. See https://goo.gl/xmQnxf for more information and examples
	// of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// ModelDeploymentMonitoringJob: Output only. Resource name of the Model
	// Monitoring job associated with this Endpoint if monitoring is enabled
	// by JobService.CreateModelDeploymentMonitoringJob. Format:
	// `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs
	// /{model_deployment_monitoring_job}`
	ModelDeploymentMonitoringJob string `json:"modelDeploymentMonitoringJob,omitempty"`

	// Name: Output only. The resource name of the Endpoint.
	Name string `json:"name,omitempty"`

	// Network: Optional. The full name of the Google Compute Engine network
	// (https://cloud.google.com//compute/docs/networks-and-firewalls#networks)
	// to which the Endpoint should be peered. Private services access must
	// already be configured for the network. If left unspecified, the
	// Endpoint is not peered with any network. Only one of the fields,
	// network or enable_private_service_connect, can be set. Format
	// (https://cloud.google.com/compute/docs/reference/rest/v1/networks/insert):
	// `projects/{project}/global/networks/{network}`. Where `{project}` is
	// a project number, as in `12345`, and `{network}` is network name.
	Network string `json:"network,omitempty"`

	// PredictRequestResponseLoggingConfig: Configures the request-response
	// logging for online prediction.
	PredictRequestResponseLoggingConfig *GoogleCloudAiplatformV1PredictRequestResponseLoggingConfig `json:"predictRequestResponseLoggingConfig,omitempty"`

	// PrivateServiceConnectConfig: Optional. Configuration for private
	// service connect. network and private_service_connect_config are
	// mutually exclusive.
	PrivateServiceConnectConfig *GoogleCloudAiplatformV1PrivateServiceConnectConfig `json:"privateServiceConnectConfig,omitempty"`

	// TrafficSplit: A map from a DeployedModel's ID to the percentage of
	// this Endpoint's traffic that should be forwarded to that
	// DeployedModel. If a DeployedModel's ID is not listed in this map,
	// then it receives no traffic. The traffic percentage values must add
	// up to 100, or map must be empty if the Endpoint is to not accept any
	// traffic at a moment.
	TrafficSplit map[string]int64 `json:"trafficSplit,omitempty"`

	// UpdateTime: Output only. Timestamp when this Endpoint was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Endpoint: Models are deployed into it, and afterwards Endpoint is called to obtain predictions and explanations.

func (*GoogleCloudAiplatformV1Endpoint) MarshalJSON 

func (s *GoogleCloudAiplatformV1Endpoint) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1EntityIdSelector 

type GoogleCloudAiplatformV1EntityIdSelector struct {
	// CsvSource: Source of Csv
	CsvSource *GoogleCloudAiplatformV1CsvSource `json:"csvSource,omitempty"`

	// EntityIdField: Source column that holds entity IDs. If not provided,
	// entity IDs are extracted from the column named entity_id.
	EntityIdField string `json:"entityIdField,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CsvSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CsvSource") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EntityIdSelector: Selector for entityId. Getting ids from the given source.

func (*GoogleCloudAiplatformV1EntityIdSelector) MarshalJSON 

func (s *GoogleCloudAiplatformV1EntityIdSelector) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1EntityType 

type GoogleCloudAiplatformV1EntityType struct {
	// CreateTime: Output only. Timestamp when this EntityType was created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Optional. Description of the EntityType.
	Description string `json:"description,omitempty"`

	// Etag: Optional. Used to perform a consistent read-modify-write
	// updates. If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your EntityTypes. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information on and
	// examples of labels. No more than 64 user labels can be associated
	// with one EntityType (System labels are excluded)." System reserved
	// label keys are prefixed with "aiplatform.googleapis.com/" and are
	// immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// MonitoringConfig: Optional. The default monitoring configuration for
	// all Features with value type (Feature.ValueType) BOOL, STRING, DOUBLE
	// or INT64 under this EntityType. If this is populated with
	// [FeaturestoreMonitoringConfig.monitoring_interval] specified,
	// snapshot analysis monitoring is enabled. Otherwise, snapshot analysis
	// monitoring is disabled.
	MonitoringConfig *GoogleCloudAiplatformV1FeaturestoreMonitoringConfig `json:"monitoringConfig,omitempty"`

	// Name: Immutable. Name of the EntityType. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/
	// entityTypes/{entity_type}` The last part entity_type is assigned by
	// the client. The entity_type can be up to 64 characters long and can
	// consist only of ASCII Latin letters A-Z and a-z and underscore(_),
	// and ASCII digits 0-9 starting with a letter. The value will be unique
	// given a featurestore.
	Name string `json:"name,omitempty"`

	// OfflineStorageTtlDays: Optional. Config for data retention policy in
	// offline storage. TTL in days for feature values that will be stored
	// in offline storage. The Feature Store offline storage periodically
	// removes obsolete feature values older than `offline_storage_ttl_days`
	// since the feature generation time. If unset (or explicitly set to 0),
	// default to 4000 days TTL.
	OfflineStorageTtlDays int64 `json:"offlineStorageTtlDays,omitempty"`

	// UpdateTime: Output only. Timestamp when this EntityType was most
	// recently updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EntityType: An entity type is a type of object in a system that needs to be modeled and have stored information about. For example, driver is an entity type, and driver0 is an instance of an entity type driver.

func (*GoogleCloudAiplatformV1EntityType) MarshalJSON 

func (s *GoogleCloudAiplatformV1EntityType) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1EnvVar 

type GoogleCloudAiplatformV1EnvVar struct {
	// Name: Required. Name of the environment variable. Must be a valid C
	// identifier.
	Name string `json:"name,omitempty"`

	// Value: Required. Variables that reference a $(VAR_NAME) are expanded
	// using the previous defined environment variables in the container and
	// any service environment variables. If a variable cannot be resolved,
	// the reference in the input string will be unchanged. The $(VAR_NAME)
	// syntax can be escaped with a double $$, ie: $$(VAR_NAME). Escaped
	// references will never be expanded, regardless of whether the variable
	// exists or not.
	Value string `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EnvVar: Represents an environment variable present in a Container or Python Module.

func (*GoogleCloudAiplatformV1EnvVar) MarshalJSON 

func (s *GoogleCloudAiplatformV1EnvVar) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ErrorAnalysisAnnotation 

type GoogleCloudAiplatformV1ErrorAnalysisAnnotation struct {
	// AttributedItems: Attributed items for a given annotation, typically
	// representing neighbors from the training sets constrained by the
	// query type.
	AttributedItems []*GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem `json:"attributedItems,omitempty"`

	// OutlierScore: The outlier score of this annotated item. Usually
	// defined as the min of all distances from attributed items.
	OutlierScore float64 `json:"outlierScore,omitempty"`

	// OutlierThreshold: The threshold used to determine if this annotation
	// is an outlier or not.
	OutlierThreshold float64 `json:"outlierThreshold,omitempty"`

	// QueryType: The query type used for finding the attributed items.
	//
	// Possible values:
	//   "QUERY_TYPE_UNSPECIFIED" - Unspecified query type for model error
	// analysis.
	//   "ALL_SIMILAR" - Query similar samples across all classes in the
	// dataset.
	//   "SAME_CLASS_SIMILAR" - Query similar samples from the same class of
	// the input sample.
	//   "SAME_CLASS_DISSIMILAR" - Query dissimilar samples from the same
	// class of the input sample.
	QueryType string `json:"queryType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AttributedItems") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AttributedItems") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ErrorAnalysisAnnotation: Model error analysis for each annotation.

func (*GoogleCloudAiplatformV1ErrorAnalysisAnnotation) MarshalJSON 

func (s *GoogleCloudAiplatformV1ErrorAnalysisAnnotation) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ErrorAnalysisAnnotation) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ErrorAnalysisAnnotation) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem 

type GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem struct {
	// AnnotationResourceName: The unique ID for each annotation. Used by FE
	// to allocate the annotation in DB.
	AnnotationResourceName string `json:"annotationResourceName,omitempty"`

	// Distance: The distance of this item to the annotation.
	Distance float64 `json:"distance,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AnnotationResourceName") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationResourceName")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem: Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.

func (*GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem) MarshalJSON 

func (s *GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ErrorAnalysisAnnotationAttributedItem) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1EvaluatedAnnotation 

type GoogleCloudAiplatformV1EvaluatedAnnotation struct {
	// DataItemPayload: Output only. The data item payload that the Model
	// predicted this EvaluatedAnnotation on.
	DataItemPayload interface{} `json:"dataItemPayload,omitempty"`

	// ErrorAnalysisAnnotations: Annotations of model error analysis
	// results.
	ErrorAnalysisAnnotations []*GoogleCloudAiplatformV1ErrorAnalysisAnnotation `json:"errorAnalysisAnnotations,omitempty"`

	// EvaluatedDataItemViewId: Output only. ID of the EvaluatedDataItemView
	// under the same ancestor ModelEvaluation. The EvaluatedDataItemView
	// consists of all ground truths and predictions on data_item_payload.
	EvaluatedDataItemViewId string `json:"evaluatedDataItemViewId,omitempty"`

	// Explanations: Explanations of predictions. Each element of the
	// explanations indicates the explanation for one explanation Method.
	// The attributions list in the
	// EvaluatedAnnotationExplanation.explanation object corresponds to the
	// predictions list. For example, the second element in the attributions
	// list explains the second element in the predictions list.
	Explanations []*GoogleCloudAiplatformV1EvaluatedAnnotationExplanation `json:"explanations,omitempty"`

	// GroundTruths: Output only. The ground truth Annotations, i.e. the
	// Annotations that exist in the test data the Model is evaluated on.
	// For true positive, there is one and only one ground truth annotation,
	// which matches the only prediction in predictions. For false positive,
	// there are zero or more ground truth annotations that are similar to
	// the only prediction in predictions, but not enough for a match. For
	// false negative, there is one and only one ground truth annotation,
	// which doesn't match any predictions created by the model. The schema
	// of the ground truth is stored in
	// ModelEvaluation.annotation_schema_uri
	GroundTruths []interface{} `json:"groundTruths,omitempty"`

	// Predictions: Output only. The model predicted annotations. For true
	// positive, there is one and only one prediction, which matches the
	// only one ground truth annotation in ground_truths. For false
	// positive, there is one and only one prediction, which doesn't match
	// any ground truth annotation of the corresponding data_item_view_id.
	// For false negative, there are zero or more predictions which are
	// similar to the only ground truth annotation in ground_truths but not
	// enough for a match. The schema of the prediction is stored in
	// ModelEvaluation.annotation_schema_uri
	Predictions []interface{} `json:"predictions,omitempty"`

	// Type: Output only. Type of the EvaluatedAnnotation.
	//
	// Possible values:
	//   "EVALUATED_ANNOTATION_TYPE_UNSPECIFIED" - Invalid value.
	//   "TRUE_POSITIVE" - The EvaluatedAnnotation is a true positive. It
	// has a prediction created by the Model and a ground truth Annotation
	// which the prediction matches.
	//   "FALSE_POSITIVE" - The EvaluatedAnnotation is false positive. It
	// has a prediction created by the Model which does not match any ground
	// truth annotation.
	//   "FALSE_NEGATIVE" - The EvaluatedAnnotation is false negative. It
	// has a ground truth annotation which is not matched by any of the
	// model created predictions.
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DataItemPayload") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataItemPayload") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EvaluatedAnnotation: True positive, false positive, or false negative. EvaluatedAnnotation is only available under ModelEvaluationSlice with slice of `annotationSpec` dimension.

func (*GoogleCloudAiplatformV1EvaluatedAnnotation) MarshalJSON 

func (s *GoogleCloudAiplatformV1EvaluatedAnnotation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1EvaluatedAnnotationExplanation 

type GoogleCloudAiplatformV1EvaluatedAnnotationExplanation struct {
	// Explanation: Explanation attribution response details.
	Explanation *GoogleCloudAiplatformV1Explanation `json:"explanation,omitempty"`

	// ExplanationType: Explanation type. For AutoML Image Classification
	// models, possible values are: * `image-integrated-gradients` *
	// `image-xrai`
	ExplanationType string `json:"explanationType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Explanation") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Explanation") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1EvaluatedAnnotationExplanation: Explanation result of the prediction produced by the Model.

func (*GoogleCloudAiplatformV1EvaluatedAnnotationExplanation) MarshalJSON 

func (s *GoogleCloudAiplatformV1EvaluatedAnnotationExplanation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Event 

type GoogleCloudAiplatformV1Event struct {
	// Artifact: Required. The relative resource name of the Artifact in the
	// Event.
	Artifact string `json:"artifact,omitempty"`

	// EventTime: Output only. Time the Event occurred.
	EventTime string `json:"eventTime,omitempty"`

	// Execution: Output only. The relative resource name of the Execution
	// in the Event.
	Execution string `json:"execution,omitempty"`

	// Labels: The labels with user-defined metadata to annotate Events.
	// Label keys and values can be no longer than 64 characters (Unicode
	// codepoints), can only contain lowercase letters, numeric characters,
	// underscores and dashes. International characters are allowed. No more
	// than 64 user labels can be associated with one Event (System labels
	// are excluded). See https://goo.gl/xmQnxf for more information and
	// examples of labels. System reserved label keys are prefixed with
	// "aiplatform.googleapis.com/" and are immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Type: Required. The type of the Event.
	//
	// Possible values:
	//   "TYPE_UNSPECIFIED" - Unspecified whether input or output of the
	// Execution.
	//   "INPUT" - An input of the Execution.
	//   "OUTPUT" - An output of the Execution.
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Artifact") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Artifact") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Event: An edge describing the relationship between an Artifact and an Execution in a lineage graph.

func (*GoogleCloudAiplatformV1Event) MarshalJSON 

func (s *GoogleCloudAiplatformV1Event) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Examples 

type GoogleCloudAiplatformV1Examples struct {
	// ExampleGcsSource: The Cloud Storage input instances.
	ExampleGcsSource *GoogleCloudAiplatformV1ExamplesExampleGcsSource `json:"exampleGcsSource,omitempty"`

	// NearestNeighborSearchConfig: The full configuration for the generated
	// index, the semantics are the same as metadata and should match
	// NearestNeighborSearchConfig
	// (https://cloud.google.com/vertex-ai/docs/explainable-ai/configuring-explanations-example-based#nearest-neighbor-search-config).
	NearestNeighborSearchConfig interface{} `json:"nearestNeighborSearchConfig,omitempty"`

	// NeighborCount: The number of neighbors to return when querying for
	// examples.
	NeighborCount int64 `json:"neighborCount,omitempty"`

	// Presets: Simplified preset configuration, which automatically sets
	// configuration values based on the desired query speed-precision
	// trade-off and modality.
	Presets *GoogleCloudAiplatformV1Presets `json:"presets,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExampleGcsSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExampleGcsSource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Examples: Example-based explainability that returns the nearest neighbors from the provided dataset.

func (*GoogleCloudAiplatformV1Examples) MarshalJSON 

func (s *GoogleCloudAiplatformV1Examples) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExamplesExampleGcsSource 

type GoogleCloudAiplatformV1ExamplesExampleGcsSource struct {
	// DataFormat: The format in which instances are given, if not
	// specified, assume it's JSONL format. Currently only JSONL format is
	// supported.
	//
	// Possible values:
	//   "DATA_FORMAT_UNSPECIFIED" - Format unspecified, used when unset.
	//   "JSONL" - Examples are stored in JSONL files.
	DataFormat string `json:"dataFormat,omitempty"`

	// GcsSource: The Cloud Storage location for the input instances.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DataFormat") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataFormat") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExamplesExampleGcsSource: The Cloud Storage input instances.

func (*GoogleCloudAiplatformV1ExamplesExampleGcsSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExamplesExampleGcsSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExamplesOverride 

type GoogleCloudAiplatformV1ExamplesOverride struct {
	// CrowdingCount: The number of neighbors to return that have the same
	// crowding tag.
	CrowdingCount int64 `json:"crowdingCount,omitempty"`

	// DataFormat: The format of the data being provided with each call.
	//
	// Possible values:
	//   "DATA_FORMAT_UNSPECIFIED" - Unspecified format. Must not be used.
	//   "INSTANCES" - Provided data is a set of model inputs.
	//   "EMBEDDINGS" - Provided data is a set of embeddings.
	DataFormat string `json:"dataFormat,omitempty"`

	// NeighborCount: The number of neighbors to return.
	NeighborCount int64 `json:"neighborCount,omitempty"`

	// Restrictions: Restrict the resulting nearest neighbors to respect
	// these constraints.
	Restrictions []*GoogleCloudAiplatformV1ExamplesRestrictionsNamespace `json:"restrictions,omitempty"`

	// ReturnEmbeddings: If true, return the embeddings instead of
	// neighbors.
	ReturnEmbeddings bool `json:"returnEmbeddings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CrowdingCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CrowdingCount") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExamplesOverride: Overrides for example-based explanations.

func (*GoogleCloudAiplatformV1ExamplesOverride) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExamplesOverride) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExamplesRestrictionsNamespace 

type GoogleCloudAiplatformV1ExamplesRestrictionsNamespace struct {
	// Allow: The list of allowed tags.
	Allow []string `json:"allow,omitempty"`

	// Deny: The list of deny tags.
	Deny []string `json:"deny,omitempty"`

	// NamespaceName: The namespace name.
	NamespaceName string `json:"namespaceName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Allow") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Allow") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExamplesRestrictionsNamespace: Restrictions namespace for example-based explanations overrides.

func (*GoogleCloudAiplatformV1ExamplesRestrictionsNamespace) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExamplesRestrictionsNamespace) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Execution 

type GoogleCloudAiplatformV1Execution struct {
	// CreateTime: Output only. Timestamp when this Execution was created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the Execution
	Description string `json:"description,omitempty"`

	// DisplayName: User provided display name of the Execution. May be up
	// to 128 Unicode characters.
	DisplayName string `json:"displayName,omitempty"`

	// Etag: An eTag used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Executions. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. No more than 64 user labels can be associated with one
	// Execution (System labels are excluded).
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: Properties of the Execution. Top level metadata keys'
	// heading and trailing spaces will be trimmed. The size of this field
	// should not exceed 200KB.
	Metadata googleapi.RawMessage `json:"metadata,omitempty"`

	// Name: Output only. The resource name of the Execution.
	Name string `json:"name,omitempty"`

	// SchemaTitle: The title of the schema describing the metadata. Schema
	// title and version is expected to be registered in earlier Create
	// Schema calls. And both are used together as unique identifiers to
	// identify schemas within the local metadata store.
	SchemaTitle string `json:"schemaTitle,omitempty"`

	// SchemaVersion: The version of the schema in `schema_title` to use.
	// Schema title and version is expected to be registered in earlier
	// Create Schema calls. And both are used together as unique identifiers
	// to identify schemas within the local metadata store.
	SchemaVersion string `json:"schemaVersion,omitempty"`

	// State: The state of this Execution. This is a property of the
	// Execution, and does not imply or capture any ongoing process. This
	// property is managed by clients (such as Vertex AI Pipelines) and the
	// system does not prescribe or check the validity of state transitions.
	//
	// Possible values:
	//   "STATE_UNSPECIFIED" - Unspecified Execution state
	//   "NEW" - The Execution is new
	//   "RUNNING" - The Execution is running
	//   "COMPLETE" - The Execution has finished running
	//   "FAILED" - The Execution has failed
	//   "CACHED" - The Execution completed through Cache hit.
	//   "CANCELLED" - The Execution was cancelled.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this Execution was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Execution: Instance of a general execution.

func (*GoogleCloudAiplatformV1Execution) MarshalJSON 

func (s *GoogleCloudAiplatformV1Execution) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplainRequest 

type GoogleCloudAiplatformV1ExplainRequest struct {
	// DeployedModelId: If specified, this ExplainRequest will be served by
	// the chosen DeployedModel, overriding Endpoint.traffic_split.
	DeployedModelId string `json:"deployedModelId,omitempty"`

	// ExplanationSpecOverride: If specified, overrides the explanation_spec
	// of the DeployedModel. Can be used for explaining prediction results
	// with different configurations, such as: - Explaining top-5
	// predictions results as opposed to top-1; - Increasing path count or
	// step count of the attribution methods to reduce approximate errors; -
	// Using different baselines for explaining the prediction results.
	ExplanationSpecOverride *GoogleCloudAiplatformV1ExplanationSpecOverride `json:"explanationSpecOverride,omitempty"`

	// Instances: Required. The instances that are the input to the
	// explanation call. A DeployedModel may have an upper limit on the
	// number of instances it supports per request, and when it is exceeded
	// the explanation call errors in case of AutoML Models, or, in case of
	// customer created Models, the behaviour is as documented by that
	// Model. The schema of any single instance may be specified via
	// Endpoint's DeployedModels' Model's PredictSchemata's
	// instance_schema_uri.
	Instances []interface{} `json:"instances,omitempty"`

	// Parameters: The parameters that govern the prediction. The schema of
	// the parameters may be specified via Endpoint's DeployedModels'
	// Model's PredictSchemata's parameters_schema_uri.
	Parameters interface{} `json:"parameters,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedModelId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModelId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplainRequest: Request message for PredictionService.Explain.

func (*GoogleCloudAiplatformV1ExplainRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplainRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplainResponse 

type GoogleCloudAiplatformV1ExplainResponse struct {
	// DeployedModelId: ID of the Endpoint's DeployedModel that served this
	// explanation.
	DeployedModelId string `json:"deployedModelId,omitempty"`

	// Explanations: The explanations of the Model's
	// PredictResponse.predictions. It has the same number of elements as
	// instances to be explained.
	Explanations []*GoogleCloudAiplatformV1Explanation `json:"explanations,omitempty"`

	// Predictions: The predictions that are the output of the predictions
	// call. Same as PredictResponse.predictions.
	Predictions []interface{} `json:"predictions,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "DeployedModelId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModelId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplainResponse: Response message for PredictionService.Explain.

func (*GoogleCloudAiplatformV1ExplainResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplainResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Explanation 

type GoogleCloudAiplatformV1Explanation struct {
	// Attributions: Output only. Feature attributions grouped by predicted
	// outputs. For Models that predict only one output, such as regression
	// Models that predict only one score, there is only one attibution that
	// explains the predicted output. For Models that predict multiple
	// outputs, such as multiclass Models that predict multiple classes,
	// each element explains one specific item. Attribution.output_index can
	// be used to identify which output this attribution is explaining. By
	// default, we provide Shapley values for the predicted class. However,
	// you can configure the explanation request to generate Shapley values
	// for any other classes too. For example, if a model predicts a
	// probability of `0.4` for approving a loan application, the model's
	// decision is to reject the application since `p(reject) = 0.6 >
	// p(approve) = 0.4`, and the default Shapley values would be computed
	// for rejection decision and not approval, even though the latter might
	// be the positive class. If users set ExplanationParameters.top_k, the
	// attributions are sorted by instance_output_value in descending order.
	// If ExplanationParameters.output_indices is specified, the
	// attributions are stored by Attribution.output_index in the same order
	// as they appear in the output_indices.
	Attributions []*GoogleCloudAiplatformV1Attribution `json:"attributions,omitempty"`

	// Neighbors: Output only. List of the nearest neighbors for
	// example-based explanations. For models deployed with the examples
	// explanations feature enabled, the attributions field is empty and
	// instead the neighbors field is populated.
	Neighbors []*GoogleCloudAiplatformV1Neighbor `json:"neighbors,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Attributions") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Attributions") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Explanation: Explanation of a prediction (provided in PredictResponse.predictions) produced by the Model on a given instance.

func (*GoogleCloudAiplatformV1Explanation) MarshalJSON 

func (s *GoogleCloudAiplatformV1Explanation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationMetadata 

type GoogleCloudAiplatformV1ExplanationMetadata struct {
	// FeatureAttributionsSchemaUri: Points to a YAML file stored on Google
	// Cloud Storage describing the format of the feature attributions. The
	// schema is defined as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// AutoML tabular Models always have this field populated by Vertex AI.
	// Note: The URI given on output may be different, including the URI
	// scheme, than the one given on input. The output URI will point to a
	// location where the user only has a read access.
	FeatureAttributionsSchemaUri string `json:"featureAttributionsSchemaUri,omitempty"`

	// Inputs: Required. Map from feature names to feature input metadata.
	// Keys are the name of the features. Values are the specification of
	// the feature. An empty InputMetadata is valid. It describes a text
	// feature which has the name specified as the key in
	// ExplanationMetadata.inputs. The baseline of the empty feature is
	// chosen by Vertex AI. For Vertex AI-provided Tensorflow images, the
	// key can be any friendly name of the feature. Once specified,
	// featureAttributions are keyed by this key (if not grouped with
	// another feature). For custom images, the key must match with the key
	// in instance.
	Inputs map[string]GoogleCloudAiplatformV1ExplanationMetadataInputMetadata `json:"inputs,omitempty"`

	// LatentSpaceSource: Name of the source to generate embeddings for
	// example based explanations.
	LatentSpaceSource string `json:"latentSpaceSource,omitempty"`

	// Outputs: Required. Map from output names to output metadata. For
	// Vertex AI-provided Tensorflow images, keys can be any user defined
	// string that consists of any UTF-8 characters. For custom images, keys
	// are the name of the output field in the prediction to be explained.
	// Currently only one key is allowed.
	Outputs map[string]GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata `json:"outputs,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "FeatureAttributionsSchemaUri") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "FeatureAttributionsSchemaUri") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadata: Metadata describing the Model's input and output for explanation.

func (*GoogleCloudAiplatformV1ExplanationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadata 

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadata struct {
	// DenseShapeTensorName: Specifies the shape of the values of the input
	// if the input is a sparse representation. Refer to Tensorflow
	// documentation for more details:
	// https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor.
	DenseShapeTensorName string `json:"denseShapeTensorName,omitempty"`

	// EncodedBaselines: A list of baselines for the encoded tensor. The
	// shape of each baseline should match the shape of the encoded tensor.
	// If a scalar is provided, Vertex AI broadcasts to the same shape as
	// the encoded tensor.
	EncodedBaselines []interface{} `json:"encodedBaselines,omitempty"`

	// EncodedTensorName: Encoded tensor is a transformation of the input
	// tensor. Must be provided if choosing Integrated Gradients attribution
	// or XRAI attribution and the input tensor is not differentiable. An
	// encoded tensor is generated if the input tensor is encoded by a
	// lookup table.
	EncodedTensorName string `json:"encodedTensorName,omitempty"`

	// Encoding: Defines how the feature is encoded into the input tensor.
	// Defaults to IDENTITY.
	//
	// Possible values:
	//   "ENCODING_UNSPECIFIED" - Default value. This is the same as
	// IDENTITY.
	//   "IDENTITY" - The tensor represents one feature.
	//   "BAG_OF_FEATURES" - The tensor represents a bag of features where
	// each index maps to a feature. InputMetadata.index_feature_mapping
	// must be provided for this encoding. For example: “` input = [27,
	// 6.0, 150] index_feature_mapping = ["age", "height", "weight"] “`
	//   "BAG_OF_FEATURES_SPARSE" - The tensor represents a bag of features
	// where each index maps to a feature. Zero values in the tensor
	// indicates feature being non-existent.
	// InputMetadata.index_feature_mapping must be provided for this
	// encoding. For example: “` input = [2, 0, 5, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"] “`
	//   "INDICATOR" - The tensor is a list of binaries representing whether
	// a feature exists or not (1 indicates existence).
	// InputMetadata.index_feature_mapping must be provided for this
	// encoding. For example: “` input = [1, 0, 1, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"] “`
	//   "COMBINED_EMBEDDING" - The tensor is encoded into a 1-dimensional
	// array represented by an encoded tensor.
	// InputMetadata.encoded_tensor_name must be provided for this encoding.
	// For example: “` input = ["This", "is", "a", "test", "."] encoded =
	// [0.1, 0.2, 0.3, 0.4, 0.5] “`
	//   "CONCAT_EMBEDDING" - Select this encoding when the input tensor is
	// encoded into a 2-dimensional array represented by an encoded tensor.
	// InputMetadata.encoded_tensor_name must be provided for this encoding.
	// The first dimension of the encoded tensor's shape is the same as the
	// input tensor's shape. For example: “` input = ["This", "is", "a",
	// "test", "."] encoded = [[0.1, 0.2, 0.3, 0.4, 0.5], [0.2, 0.1, 0.4,
	// 0.3, 0.5], [0.5, 0.1, 0.3, 0.5, 0.4], [0.5, 0.3, 0.1, 0.2, 0.4],
	// [0.4, 0.3, 0.2, 0.5, 0.1]] “`
	Encoding string `json:"encoding,omitempty"`

	// FeatureValueDomain: The domain details of the input feature value.
	// Like min/max, original mean or standard deviation if normalized.
	FeatureValueDomain *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain `json:"featureValueDomain,omitempty"`

	// GroupName: Name of the group that the input belongs to. Features with
	// the same group name will be treated as one feature when computing
	// attributions. Features grouped together can have different shapes in
	// value. If provided, there will be one single attribution generated in
	// Attribution.feature_attributions, keyed by the group name.
	GroupName string `json:"groupName,omitempty"`

	// IndexFeatureMapping: A list of feature names for each index in the
	// input tensor. Required when the input InputMetadata.encoding is
	// BAG_OF_FEATURES, BAG_OF_FEATURES_SPARSE, INDICATOR.
	IndexFeatureMapping []string `json:"indexFeatureMapping,omitempty"`

	// IndicesTensorName: Specifies the index of the values of the input
	// tensor. Required when the input tensor is a sparse representation.
	// Refer to Tensorflow documentation for more details:
	// https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor.
	IndicesTensorName string `json:"indicesTensorName,omitempty"`

	// InputBaselines: Baseline inputs for this feature. If no baseline is
	// specified, Vertex AI chooses the baseline for this feature. If
	// multiple baselines are specified, Vertex AI returns the average
	// attributions across them in Attribution.feature_attributions. For
	// Vertex AI-provided Tensorflow images (both 1.x and 2.x), the shape of
	// each baseline must match the shape of the input tensor. If a scalar
	// is provided, we broadcast to the same shape as the input tensor. For
	// custom images, the element of the baselines must be in the same
	// format as the feature's input in the instance[]. The schema of any
	// single instance may be specified via Endpoint's DeployedModels'
	// Model's PredictSchemata's instance_schema_uri.
	InputBaselines []interface{} `json:"inputBaselines,omitempty"`

	// InputTensorName: Name of the input tensor for this feature. Required
	// and is only applicable to Vertex AI-provided images for Tensorflow.
	InputTensorName string `json:"inputTensorName,omitempty"`

	// Modality: Modality of the feature. Valid values are: numeric, image.
	// Defaults to numeric.
	Modality string `json:"modality,omitempty"`

	// Visualization: Visualization configurations for image explanation.
	Visualization *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization `json:"visualization,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "DenseShapeTensorName") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DenseShapeTensorName") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataInputMetadata: Metadata of the input of a feature. Fields other than InputMetadata.input_baselines are applicable only for Models that are using Vertex AI-provided images for Tensorflow.

func (*GoogleCloudAiplatformV1ExplanationMetadataInputMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataInputMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain 

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain struct {
	// MaxValue: The maximum permissible value for this feature.
	MaxValue float64 `json:"maxValue,omitempty"`

	// MinValue: The minimum permissible value for this feature.
	MinValue float64 `json:"minValue,omitempty"`

	// OriginalMean: If this input feature has been normalized to a mean
	// value of 0, the original_mean specifies the mean value of the domain
	// prior to normalization.
	OriginalMean float64 `json:"originalMean,omitempty"`

	// OriginalStddev: If this input feature has been normalized to a
	// standard deviation of 1.0, the original_stddev specifies the standard
	// deviation of the domain prior to normalization.
	OriginalStddev float64 `json:"originalStddev,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MaxValue") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MaxValue") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDom ain: Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

func (*GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization 

type GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization struct {
	// ClipPercentLowerbound: Excludes attributions below the specified
	// percentile, from the highlighted areas. Defaults to 62.
	ClipPercentLowerbound float64 `json:"clipPercentLowerbound,omitempty"`

	// ClipPercentUpperbound: Excludes attributions above the specified
	// percentile from the highlighted areas. Using the
	// clip_percent_upperbound and clip_percent_lowerbound together can be
	// useful for filtering out noise and making it easier to see areas of
	// strong attribution. Defaults to 99.9.
	ClipPercentUpperbound float64 `json:"clipPercentUpperbound,omitempty"`

	// ColorMap: The color scheme used for the highlighted areas. Defaults
	// to PINK_GREEN for Integrated Gradients attribution, which shows
	// positive attributions in green and negative in pink. Defaults to
	// VIRIDIS for XRAI attribution, which highlights the most influential
	// regions in yellow and the least influential in blue.
	//
	// Possible values:
	//   "COLOR_MAP_UNSPECIFIED" - Should not be used.
	//   "PINK_GREEN" - Positive: green. Negative: pink.
	//   "VIRIDIS" - Viridis color map: A perceptually uniform color mapping
	// which is easier to see by those with colorblindness and progresses
	// from yellow to green to blue. Positive: yellow. Negative: blue.
	//   "RED" - Positive: red. Negative: red.
	//   "GREEN" - Positive: green. Negative: green.
	//   "RED_GREEN" - Positive: green. Negative: red.
	//   "PINK_WHITE_GREEN" - PiYG palette.
	ColorMap string `json:"colorMap,omitempty"`

	// OverlayType: How the original image is displayed in the
	// visualization. Adjusting the overlay can help increase visual clarity
	// if the original image makes it difficult to view the visualization.
	// Defaults to NONE.
	//
	// Possible values:
	//   "OVERLAY_TYPE_UNSPECIFIED" - Default value. This is the same as
	// NONE.
	//   "NONE" - No overlay.
	//   "ORIGINAL" - The attributions are shown on top of the original
	// image.
	//   "GRAYSCALE" - The attributions are shown on top of grayscaled
	// version of the original image.
	//   "MASK_BLACK" - The attributions are used as a mask to reveal
	// predictive parts of the image and hide the un-predictive parts.
	OverlayType string `json:"overlayType,omitempty"`

	// Polarity: Whether to only highlight pixels with positive
	// contributions, negative or both. Defaults to POSITIVE.
	//
	// Possible values:
	//   "POLARITY_UNSPECIFIED" - Default value. This is the same as
	// POSITIVE.
	//   "POSITIVE" - Highlights the pixels/outlines that were most
	// influential to the model's prediction.
	//   "NEGATIVE" - Setting polarity to negative highlights areas that
	// does not lead to the models's current prediction.
	//   "BOTH" - Shows both positive and negative attributions.
	Polarity string `json:"polarity,omitempty"`

	// Type: Type of the image visualization. Only applicable to Integrated
	// Gradients attribution. OUTLINES shows regions of attribution, while
	// PIXELS shows per-pixel attribution. Defaults to OUTLINES.
	//
	// Possible values:
	//   "TYPE_UNSPECIFIED" - Should not be used.
	//   "PIXELS" - Shows which pixel contributed to the image prediction.
	//   "OUTLINES" - Shows which region contributed to the image prediction
	// by outlining the region.
	Type string `json:"type,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ClipPercentLowerbound") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ClipPercentLowerbound") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization: Visualization configurations for image explanation.

func (*GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataInputMetadataVisualization) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata 

type GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata struct {
	// DisplayNameMappingKey: Specify a field name in the prediction to look
	// for the display name. Use this if the prediction contains the display
	// names for the outputs. The display names in the prediction must have
	// the same shape of the outputs, so that it can be located by
	// Attribution.output_index for a specific output.
	DisplayNameMappingKey string `json:"displayNameMappingKey,omitempty"`

	// IndexDisplayNameMapping: Static mapping between the index and display
	// name. Use this if the outputs are a deterministic n-dimensional
	// array, e.g. a list of scores of all the classes in a pre-defined
	// order for a multi-classification Model. It's not feasible if the
	// outputs are non-deterministic, e.g. the Model produces top-k classes
	// or sort the outputs by their values. The shape of the value must be
	// an n-dimensional array of strings. The number of dimensions must
	// match that of the outputs to be explained. The
	// Attribution.output_display_name is populated by locating in the
	// mapping with Attribution.output_index.
	IndexDisplayNameMapping interface{} `json:"indexDisplayNameMapping,omitempty"`

	// OutputTensorName: Name of the output tensor. Required and is only
	// applicable to Vertex AI provided images for Tensorflow.
	OutputTensorName string `json:"outputTensorName,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "DisplayNameMappingKey") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DisplayNameMappingKey") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata: Metadata of the prediction output to be explained.

func (*GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationMetadataOverride 

type GoogleCloudAiplatformV1ExplanationMetadataOverride struct {
	// Inputs: Required. Overrides the input metadata of the features. The
	// key is the name of the feature to be overridden. The keys specified
	// here must exist in the input metadata to be overridden. If a feature
	// is not specified here, the corresponding feature's input metadata is
	// not overridden.
	Inputs map[string]GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverride `json:"inputs,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Inputs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Inputs") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataOverride: The ExplanationMetadata entries that can be overridden at online explanation time.

func (*GoogleCloudAiplatformV1ExplanationMetadataOverride) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataOverride) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverride 

type GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverride struct {
	// InputBaselines: Baseline inputs for this feature. This overrides the
	// `input_baseline` field of the ExplanationMetadata.InputMetadata
	// object of the corresponding feature's input metadata. If it's not
	// specified, the original baselines are not overridden.
	InputBaselines []interface{} `json:"inputBaselines,omitempty"`

	// ForceSendFields is a list of field names (e.g. "InputBaselines") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "InputBaselines") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverrid e: The input metadata entries to be overridden.

func (*GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverride) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationMetadataOverrideInputMetadataOverride) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationParameters 

type GoogleCloudAiplatformV1ExplanationParameters struct {
	// Examples: Example-based explanations that returns the nearest
	// neighbors from the provided dataset.
	Examples *GoogleCloudAiplatformV1Examples `json:"examples,omitempty"`

	// IntegratedGradientsAttribution: An attribution method that computes
	// Aumann-Shapley values taking advantage of the model's fully
	// differentiable structure. Refer to this paper for more details:
	// https://arxiv.org/abs/1703.01365
	IntegratedGradientsAttribution *GoogleCloudAiplatformV1IntegratedGradientsAttribution `json:"integratedGradientsAttribution,omitempty"`

	// OutputIndices: If populated, only returns attributions that have
	// output_index contained in output_indices. It must be an ndarray of
	// integers, with the same shape of the output it's explaining. If not
	// populated, returns attributions for top_k indices of outputs. If
	// neither top_k nor output_indices is populated, returns the argmax
	// index of the outputs. Only applicable to Models that predict multiple
	// outputs (e,g, multi-class Models that predict multiple classes).
	OutputIndices []interface{} `json:"outputIndices,omitempty"`

	// SampledShapleyAttribution: An attribution method that approximates
	// Shapley values for features that contribute to the label being
	// predicted. A sampling strategy is used to approximate the value
	// rather than considering all subsets of features. Refer to this paper
	// for model details: https://arxiv.org/abs/1306.4265.
	SampledShapleyAttribution *GoogleCloudAiplatformV1SampledShapleyAttribution `json:"sampledShapleyAttribution,omitempty"`

	// TopK: If populated, returns attributions for top K indices of outputs
	// (defaults to 1). Only applies to Models that predicts more than one
	// outputs (e,g, multi-class Models). When set to -1, returns
	// explanations for all outputs.
	TopK int64 `json:"topK,omitempty"`

	// XraiAttribution: An attribution method that redistributes Integrated
	// Gradients attribution to segmented regions, taking advantage of the
	// model's fully differentiable structure. Refer to this paper for more
	// details: https://arxiv.org/abs/1906.02825 XRAI currently performs
	// better on natural images, like a picture of a house or an animal. If
	// the images are taken in artificial environments, like a lab or
	// manufacturing line, or from diagnostic equipment, like x-rays or
	// quality-control cameras, use Integrated Gradients instead.
	XraiAttribution *GoogleCloudAiplatformV1XraiAttribution `json:"xraiAttribution,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Examples") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Examples") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationParameters: Parameters to configure explaining for Model's predictions.

func (*GoogleCloudAiplatformV1ExplanationParameters) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationParameters) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationSpec 

type GoogleCloudAiplatformV1ExplanationSpec struct {
	// Metadata: Optional. Metadata describing the Model's input and output
	// for explanation.
	Metadata *GoogleCloudAiplatformV1ExplanationMetadata `json:"metadata,omitempty"`

	// Parameters: Required. Parameters that configure explaining of the
	// Model's predictions.
	Parameters *GoogleCloudAiplatformV1ExplanationParameters `json:"parameters,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Metadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Metadata") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationSpec: Specification of Model explanation.

func (*GoogleCloudAiplatformV1ExplanationSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExplanationSpecOverride 

type GoogleCloudAiplatformV1ExplanationSpecOverride struct {
	// ExamplesOverride: The example-based explanations parameter overrides.
	ExamplesOverride *GoogleCloudAiplatformV1ExamplesOverride `json:"examplesOverride,omitempty"`

	// Metadata: The metadata to be overridden. If not specified, no
	// metadata is overridden.
	Metadata *GoogleCloudAiplatformV1ExplanationMetadataOverride `json:"metadata,omitempty"`

	// Parameters: The parameters to be overridden. Note that the
	// attribution method cannot be changed. If not specified, no parameter
	// is overridden.
	Parameters *GoogleCloudAiplatformV1ExplanationParameters `json:"parameters,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExamplesOverride") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExamplesOverride") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExplanationSpecOverride: The ExplanationSpec entries that can be overridden at online explanation time.

func (*GoogleCloudAiplatformV1ExplanationSpecOverride) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExplanationSpecOverride) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportDataConfig 

type GoogleCloudAiplatformV1ExportDataConfig struct {
	// AnnotationSchemaUri: The Cloud Storage URI that points to a YAML file
	// describing the annotation schema. The schema is defined as an OpenAPI
	// 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// The schema files that can be used here are found in
	// gs://google-cloud-aiplatform/schema/dataset/annotation/, note that
	// the chosen schema must be consistent with metadata of the Dataset
	// specified by dataset_id. Only used for custom training data export
	// use cases. Only applicable to Datasets that have DataItems and
	// Annotations. Only Annotations that both match this schema and belong
	// to DataItems not ignored by the split method are used in respectively
	// training, validation or test role, depending on the role of the
	// DataItem they are on. When used in conjunction with
	// annotations_filter, the Annotations used for training are filtered by
	// both annotations_filter and annotation_schema_uri.
	AnnotationSchemaUri string `json:"annotationSchemaUri,omitempty"`

	// AnnotationsFilter: An expression for filtering what part of the
	// Dataset is to be exported. Only Annotations that match this filter
	// will be exported. The filter syntax is the same as in
	// ListAnnotations.
	AnnotationsFilter string `json:"annotationsFilter,omitempty"`

	// ExportUse: Indicates the usage of the exported files.
	//
	// Possible values:
	//   "EXPORT_USE_UNSPECIFIED" - Regular user export.
	//   "CUSTOM_CODE_TRAINING" - Export for custom code training.
	ExportUse string `json:"exportUse,omitempty"`

	// FilterSplit: Split based on the provided filters for each set.
	FilterSplit *GoogleCloudAiplatformV1ExportFilterSplit `json:"filterSplit,omitempty"`

	// FractionSplit: Split based on fractions defining the size of each
	// set.
	FractionSplit *GoogleCloudAiplatformV1ExportFractionSplit `json:"fractionSplit,omitempty"`

	// GcsDestination: The Google Cloud Storage location where the output is
	// to be written to. In the given directory a new directory will be
	// created with name: `export-data--` where timestamp is in
	// YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format. All export output will be
	// written into that directory. Inside that directory, annotations with
	// the same schema will be grouped into sub directories which are named
	// with the corresponding annotations' schema title. Inside these sub
	// directories, a schema.yaml will be created to describe the output
	// format.
	GcsDestination *GoogleCloudAiplatformV1GcsDestination `json:"gcsDestination,omitempty"`

	// SavedQueryId: The ID of a SavedQuery (annotation set) under the
	// Dataset specified by dataset_id used for filtering Annotations for
	// training. Only used for custom training data export use cases. Only
	// applicable to Datasets that have SavedQueries. Only Annotations that
	// are associated with this SavedQuery are used in respectively
	// training. When used in conjunction with annotations_filter, the
	// Annotations used for training are filtered by both saved_query_id and
	// annotations_filter. Only one of saved_query_id and
	// annotation_schema_uri should be specified as both of them represent
	// the same thing: problem type.
	SavedQueryId string `json:"savedQueryId,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotationSchemaUri")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationSchemaUri") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportDataConfig: Describes what part of the Dataset is to be exported, the destination of the export and how to export.

func (*GoogleCloudAiplatformV1ExportDataConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportDataConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportDataOperationMetadata 

type GoogleCloudAiplatformV1ExportDataOperationMetadata struct {
	// GcsOutputDirectory: A Google Cloud Storage directory which path ends
	// with '/'. The exported data is stored in the directory.
	GcsOutputDirectory string `json:"gcsOutputDirectory,omitempty"`

	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GcsOutputDirectory")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GcsOutputDirectory") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportDataOperationMetadata: Runtime operation information for DatasetService.ExportData.

func (*GoogleCloudAiplatformV1ExportDataOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportDataOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportDataRequest 

type GoogleCloudAiplatformV1ExportDataRequest struct {
	// ExportConfig: Required. The desired output location.
	ExportConfig *GoogleCloudAiplatformV1ExportDataConfig `json:"exportConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExportConfig") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExportConfig") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportDataRequest: Request message for DatasetService.ExportData.

func (*GoogleCloudAiplatformV1ExportDataRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportDataRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportDataResponse 

type GoogleCloudAiplatformV1ExportDataResponse struct {
	// DataStats: Only present for custom code training export use case.
	// Records data stats, i.e., train/validation/test item/annotation
	// counts calculated during the export operation.
	DataStats *GoogleCloudAiplatformV1ModelDataStats `json:"dataStats,omitempty"`

	// ExportedFiles: All of the files that are exported in this export
	// operation. For custom code training export, only three (training,
	// validation and test) Cloud Storage paths in wildcard format are
	// populated (for example, gs://.../training-*).
	ExportedFiles []string `json:"exportedFiles,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DataStats") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataStats") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportDataResponse: Response message for DatasetService.ExportData.

func (*GoogleCloudAiplatformV1ExportDataResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportDataResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFeatureValuesOperationMetadata 

type GoogleCloudAiplatformV1ExportFeatureValuesOperationMetadata struct {
	// GenericMetadata: Operation metadata for Featurestore export Feature
	// values.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFeatureValuesOperationMetadata: Details of operations that exports Features values.

func (*GoogleCloudAiplatformV1ExportFeatureValuesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFeatureValuesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFeatureValuesRequest 

type GoogleCloudAiplatformV1ExportFeatureValuesRequest struct {
	// Destination: Required. Specifies destination location and format.
	Destination *GoogleCloudAiplatformV1FeatureValueDestination `json:"destination,omitempty"`

	// FeatureSelector: Required. Selects Features to export values of.
	FeatureSelector *GoogleCloudAiplatformV1FeatureSelector `json:"featureSelector,omitempty"`

	// FullExport: Exports all historical values of all entities of the
	// EntityType within a time range
	FullExport *GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport `json:"fullExport,omitempty"`

	// Settings: Per-Feature export settings.
	Settings []*GoogleCloudAiplatformV1DestinationFeatureSetting `json:"settings,omitempty"`

	// SnapshotExport: Exports the latest Feature values of all entities of
	// the EntityType within a time range.
	SnapshotExport *GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport `json:"snapshotExport,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Destination") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Destination") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFeatureValuesRequest: Request message for FeaturestoreService.ExportFeatureValues.

func (*GoogleCloudAiplatformV1ExportFeatureValuesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFeatureValuesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport 

type GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport struct {
	// EndTime: Exports Feature values as of this timestamp. If not set,
	// retrieve values as of now. Timestamp, if present, must not have
	// higher than millisecond precision.
	EndTime string `json:"endTime,omitempty"`

	// StartTime: Excludes Feature values with feature generation timestamp
	// before this timestamp. If not set, retrieve oldest values kept in
	// Feature Store. Timestamp, if present, must not have higher than
	// millisecond precision.
	StartTime string `json:"startTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EndTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EndTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport: Describes exporting all historical Feature values of all entities of the EntityType between [start_time, end_time].

func (*GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFeatureValuesRequestFullExport) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport 

type GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport struct {
	// SnapshotTime: Exports Feature values as of this timestamp. If not
	// set, retrieve values as of now. Timestamp, if present, must not have
	// higher than millisecond precision.
	SnapshotTime string `json:"snapshotTime,omitempty"`

	// StartTime: Excludes Feature values with feature generation timestamp
	// before this timestamp. If not set, retrieve oldest values kept in
	// Feature Store. Timestamp, if present, must not have higher than
	// millisecond precision.
	StartTime string `json:"startTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "SnapshotTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "SnapshotTime") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport: Describes exporting the latest Feature values of all entities of the EntityType between [start_time, snapshot_time].

func (*GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFeatureValuesRequestSnapshotExport) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFeatureValuesResponse 

type GoogleCloudAiplatformV1ExportFeatureValuesResponse struct {
}

GoogleCloudAiplatformV1ExportFeatureValuesResponse: Response message for FeaturestoreService.ExportFeatureValues.

type GoogleCloudAiplatformV1ExportFilterSplit 

type GoogleCloudAiplatformV1ExportFilterSplit struct {
	// TestFilter: Required. A filter on DataItems of the Dataset. DataItems
	// that match this filter are used to test the Model. A filter with same
	// syntax as the one used in DatasetService.ListDataItems may be used.
	// If a single DataItem is matched by more than one of the FilterSplit
	// filters, then it is assigned to the first set that applies to it in
	// the training, validation, test order.
	TestFilter string `json:"testFilter,omitempty"`

	// TrainingFilter: Required. A filter on DataItems of the Dataset.
	// DataItems that match this filter are used to train the Model. A
	// filter with same syntax as the one used in
	// DatasetService.ListDataItems may be used. If a single DataItem is
	// matched by more than one of the FilterSplit filters, then it is
	// assigned to the first set that applies to it in the training,
	// validation, test order.
	TrainingFilter string `json:"trainingFilter,omitempty"`

	// ValidationFilter: Required. A filter on DataItems of the Dataset.
	// DataItems that match this filter are used to validate the Model. A
	// filter with same syntax as the one used in
	// DatasetService.ListDataItems may be used. If a single DataItem is
	// matched by more than one of the FilterSplit filters, then it is
	// assigned to the first set that applies to it in the training,
	// validation, test order.
	ValidationFilter string `json:"validationFilter,omitempty"`

	// ForceSendFields is a list of field names (e.g. "TestFilter") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TestFilter") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFilterSplit: Assigns input data to training, validation, and test sets based on the given filters, data pieces not matched by any filter are ignored. Currently only supported for Datasets containing DataItems. If any of the filters in this message are to match nothing, then they can be set as '-' (the minus sign). Supported only for unstructured Datasets.

func (*GoogleCloudAiplatformV1ExportFilterSplit) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFilterSplit) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportFractionSplit 

type GoogleCloudAiplatformV1ExportFractionSplit struct {
	// TestFraction: The fraction of the input data that is to be used to
	// evaluate the Model.
	TestFraction float64 `json:"testFraction,omitempty"`

	// TrainingFraction: The fraction of the input data that is to be used
	// to train the Model.
	TrainingFraction float64 `json:"trainingFraction,omitempty"`

	// ValidationFraction: The fraction of the input data that is to be used
	// to validate the Model.
	ValidationFraction float64 `json:"validationFraction,omitempty"`

	// ForceSendFields is a list of field names (e.g. "TestFraction") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TestFraction") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportFractionSplit: Assigns the input data to training, validation, and test sets as per the given fractions. Any of `training_fraction`, `validation_fraction` and `test_fraction` may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

func (*GoogleCloudAiplatformV1ExportFractionSplit) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFractionSplit) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ExportFractionSplit) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ExportFractionSplit) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ExportModelOperationMetadata 

type GoogleCloudAiplatformV1ExportModelOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// OutputInfo: Output only. Information further describing the output of
	// this Model export.
	OutputInfo *GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo `json:"outputInfo,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportModelOperationMetadata: Details of ModelService.ExportModel operation.

func (*GoogleCloudAiplatformV1ExportModelOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportModelOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo 

type GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo struct {
	// ArtifactOutputUri: Output only. If the Model artifact is being
	// exported to Google Cloud Storage this is the full path of the
	// directory created, into which the Model files are being written to.
	ArtifactOutputUri string `json:"artifactOutputUri,omitempty"`

	// ImageOutputUri: Output only. If the Model image is being exported to
	// Google Container Registry or Artifact Registry this is the full path
	// of the image created.
	ImageOutputUri string `json:"imageOutputUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ArtifactOutputUri")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ArtifactOutputUri") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo: Further describes the output of the ExportModel. Supplements ExportModelRequest.OutputConfig.

func (*GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportModelOperationMetadataOutputInfo) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportModelRequest 

type GoogleCloudAiplatformV1ExportModelRequest struct {
	// OutputConfig: Required. The desired output location and
	// configuration.
	OutputConfig *GoogleCloudAiplatformV1ExportModelRequestOutputConfig `json:"outputConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g. "OutputConfig") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "OutputConfig") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportModelRequest: Request message for ModelService.ExportModel.

func (*GoogleCloudAiplatformV1ExportModelRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportModelRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportModelRequestOutputConfig 

type GoogleCloudAiplatformV1ExportModelRequestOutputConfig struct {
	// ArtifactDestination: The Cloud Storage location where the Model
	// artifact is to be written to. Under the directory given as the
	// destination a new one with name "model-export--", where timestamp
	// is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format, will be created.
	// Inside, the Model and any of its supporting files will be written.
	// This field should only be set when the `exportableContent` field of
	// the [Model.supported_export_formats] object contains `ARTIFACT`.
	ArtifactDestination *GoogleCloudAiplatformV1GcsDestination `json:"artifactDestination,omitempty"`

	// ExportFormatId: The ID of the format in which the Model must be
	// exported. Each Model lists the export formats it supports. If no
	// value is provided here, then the first from the list of the Model's
	// supported formats is used by default.
	ExportFormatId string `json:"exportFormatId,omitempty"`

	// ImageDestination: The Google Container Registry or Artifact Registry
	// uri where the Model container image will be copied to. This field
	// should only be set when the `exportableContent` field of the
	// [Model.supported_export_formats] object contains `IMAGE`.
	ImageDestination *GoogleCloudAiplatformV1ContainerRegistryDestination `json:"imageDestination,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ArtifactDestination")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ArtifactDestination") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportModelRequestOutputConfig: Output configuration for the Model export.

func (*GoogleCloudAiplatformV1ExportModelRequestOutputConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportModelRequestOutputConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportModelResponse 

type GoogleCloudAiplatformV1ExportModelResponse struct {
}

GoogleCloudAiplatformV1ExportModelResponse: Response message of ModelService.ExportModel operation.

type GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataRequest 

type GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataRequest struct {
	// Filter: Exports the TensorboardTimeSeries' data that match the filter
	// expression.
	Filter string `json:"filter,omitempty"`

	// OrderBy: Field to use to sort the TensorboardTimeSeries' data. By
	// default, TensorboardTimeSeries' data is returned in a pseudo random
	// order.
	OrderBy string `json:"orderBy,omitempty"`

	// PageSize: The maximum number of data points to return per page. The
	// default page_size is 1000. Values must be between 1 and 10000. Values
	// above 10000 are coerced to 10000.
	PageSize int64 `json:"pageSize,omitempty"`

	// PageToken: A page token, received from a previous
	// ExportTensorboardTimeSeriesData call. Provide this to retrieve the
	// subsequent page. When paginating, all other parameters provided to
	// ExportTensorboardTimeSeriesData must match the call that provided the
	// page token.
	PageToken string `json:"pageToken,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Filter") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Filter") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataRequest: Request message for TensorboardService.ExportTensorboardTimeSeriesData.

func (*GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataResponse 

type GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataResponse struct {
	// NextPageToken: A token, which can be sent as page_token to retrieve
	// the next page. If this field is omitted, there are no subsequent
	// pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// TimeSeriesDataPoints: The returned time series data points.
	TimeSeriesDataPoints []*GoogleCloudAiplatformV1TimeSeriesDataPoint `json:"timeSeriesDataPoints,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataResponse: Response message for TensorboardService.ExportTensorboardTimeSeriesData.

func (*GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ExportTensorboardTimeSeriesDataResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Feature 

type GoogleCloudAiplatformV1Feature struct {
	// CreateTime: Output only. Only applicable for Vertex AI Feature Store
	// (Legacy). Timestamp when this EntityType was created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the Feature.
	Description string `json:"description,omitempty"`

	// DisableMonitoring: Optional. Only applicable for Vertex AI Feature
	// Store (Legacy). If not set, use the monitoring_config defined for the
	// EntityType this Feature belongs to. Only Features with type
	// (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable
	// monitoring. If set to true, all types of data monitoring are disabled
	// despite the config on EntityType.
	DisableMonitoring bool `json:"disableMonitoring,omitempty"`

	// Etag: Used to perform a consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your Features. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information on and
	// examples of labels. No more than 64 user labels can be associated
	// with one Feature (System labels are excluded)." System reserved label
	// keys are prefixed with "aiplatform.googleapis.com/" and are
	// immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// MonitoringStatsAnomalies: Output only. Only applicable for Vertex AI
	// Feature Store (Legacy). The list of historical stats and anomalies
	// with specified objectives.
	MonitoringStatsAnomalies []*GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly `json:"monitoringStatsAnomalies,omitempty"`

	// Name: Immutable. Name of the Feature. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/
	// entityTypes/{entity_type}/features/{feature}`
	// `projects/{project}/locations/{location}/featureGroups/{feature_group}
	// /features/{feature}` The last part feature is assigned by the client.
	// The feature can be up to 64 characters long and can consist only of
	// ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9
	// starting with a letter. The value will be unique given an entity
	// type.
	Name string `json:"name,omitempty"`

	// PointOfContact: Entity responsible for maintaining this feature. Can
	// be comma separated list of email addresses or URIs.
	PointOfContact string `json:"pointOfContact,omitempty"`

	// UpdateTime: Output only. Only applicable for Vertex AI Feature Store
	// (Legacy). Timestamp when this EntityType was most recently updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ValueType: Immutable. Only applicable for Vertex AI Feature Store
	// (Legacy). Type of Feature value.
	//
	// Possible values:
	//   "VALUE_TYPE_UNSPECIFIED" - The value type is unspecified.
	//   "BOOL" - Used for Feature that is a boolean.
	//   "BOOL_ARRAY" - Used for Feature that is a list of boolean.
	//   "DOUBLE" - Used for Feature that is double.
	//   "DOUBLE_ARRAY" - Used for Feature that is a list of double.
	//   "INT64" - Used for Feature that is INT64.
	//   "INT64_ARRAY" - Used for Feature that is a list of INT64.
	//   "STRING" - Used for Feature that is string.
	//   "STRING_ARRAY" - Used for Feature that is a list of String.
	//   "BYTES" - Used for Feature that is bytes.
	ValueType string `json:"valueType,omitempty"`

	// VersionColumnName: Only applicable for Vertex AI Feature Store. The
	// name of the BigQuery Table/View column hosting data for this version.
	// If no value is provided, will use feature_id.
	VersionColumnName string `json:"versionColumnName,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Feature: Feature Metadata information. For example, color is a feature that describes an apple.

func (*GoogleCloudAiplatformV1Feature) MarshalJSON 

func (s *GoogleCloudAiplatformV1Feature) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureGroup 

type GoogleCloudAiplatformV1FeatureGroup struct {
	// BigQuery: Indicates that features for this group come from BigQuery
	// Table/View. By default treats the source as a sparse time series
	// source, which is required to have an entity_id and a
	// feature_timestamp column in the source.
	BigQuery *GoogleCloudAiplatformV1FeatureGroupBigQuery `json:"bigQuery,omitempty"`

	// CreateTime: Output only. Timestamp when this FeatureGroup was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Optional. Description of the FeatureGroup.
	Description string `json:"description,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your FeatureGroup. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information on and
	// examples of labels. No more than 64 user labels can be associated
	// with one FeatureGroup(System labels are excluded)." System reserved
	// label keys are prefixed with "aiplatform.googleapis.com/" and are
	// immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Identifier. Name of the FeatureGroup. Format:
	// `projects/{project}/locations/{location}/featureGroups/{featureGroup}`
	Name string `json:"name,omitempty"`

	// UpdateTime: Output only. Timestamp when this FeatureGroup was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "BigQuery") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigQuery") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureGroup: Vertex AI Feature Group.

func (*GoogleCloudAiplatformV1FeatureGroup) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureGroup) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureGroupBigQuery 

type GoogleCloudAiplatformV1FeatureGroupBigQuery struct {
	// BigQuerySource: Required. Immutable. The BigQuery source URI that
	// points to either a BigQuery Table or View.
	BigQuerySource *GoogleCloudAiplatformV1BigQuerySource `json:"bigQuerySource,omitempty"`

	// EntityIdColumns: Optional. Columns to construct entity_id / row keys.
	// If not provided defaults to `entity_id`.
	EntityIdColumns []string `json:"entityIdColumns,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigQuerySource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigQuerySource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureGroupBigQuery: Input source type for BigQuery Tables and Views.

func (*GoogleCloudAiplatformV1FeatureGroupBigQuery) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureGroupBigQuery) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly 

type GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly struct {
	// FeatureStatsAnomaly: Output only. The stats and anomalies generated
	// at specific timestamp.
	FeatureStatsAnomaly *GoogleCloudAiplatformV1FeatureStatsAnomaly `json:"featureStatsAnomaly,omitempty"`

	// Objective: Output only. The objective for each stats.
	//
	// Possible values:
	//   "OBJECTIVE_UNSPECIFIED" - If it's OBJECTIVE_UNSPECIFIED,
	// monitoring_stats will be empty.
	//   "IMPORT_FEATURE_ANALYSIS" - Stats are generated by Import Feature
	// Analysis.
	//   "SNAPSHOT_ANALYSIS" - Stats are generated by Snapshot Analysis.
	Objective string `json:"objective,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FeatureStatsAnomaly")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureStatsAnomaly") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly: A list of historical SnapshotAnalysis or ImportFeaturesAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

func (*GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureMonitoringStatsAnomaly) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureNoiseSigma 

type GoogleCloudAiplatformV1FeatureNoiseSigma struct {
	// NoiseSigma: Noise sigma per feature. No noise is added to features
	// that are not set.
	NoiseSigma []*GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature `json:"noiseSigma,omitempty"`

	// ForceSendFields is a list of field names (e.g. "NoiseSigma") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NoiseSigma") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureNoiseSigma: Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.

func (*GoogleCloudAiplatformV1FeatureNoiseSigma) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureNoiseSigma) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature 

type GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature struct {
	// Name: The name of the input feature for which noise sigma is
	// provided. The features are defined in explanation metadata inputs.
	Name string `json:"name,omitempty"`

	// Sigma: This represents the standard deviation of the Gaussian kernel
	// that will be used to add noise to the feature prior to computing
	// gradients. Similar to noise_sigma but represents the noise added to
	// the current feature. Defaults to 0.1.
	Sigma float64 `json:"sigma,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature: Noise sigma for a single feature.

func (*GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureNoiseSigmaNoiseSigmaForFeature) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FeatureOnlineStore 

type GoogleCloudAiplatformV1FeatureOnlineStore struct {
	// Bigtable: Contains settings for the Cloud Bigtable instance that will
	// be created to serve featureValues for all FeatureViews under this
	// FeatureOnlineStore.
	Bigtable *GoogleCloudAiplatformV1FeatureOnlineStoreBigtable `json:"bigtable,omitempty"`

	// CreateTime: Output only. Timestamp when this FeatureOnlineStore was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your FeatureOnlineStore. Label keys and values can be no longer than
	// 64 characters (Unicode codepoints), can only contain lowercase
	// letters, numeric characters, underscores and dashes. International
	// characters are allowed. See https://goo.gl/xmQnxf for more
	// information on and examples of labels. No more than 64 user labels
	// can be associated with one FeatureOnlineStore(System labels are
	// excluded)." System reserved label keys are prefixed with
	// "aiplatform.googleapis.com/" and are immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Identifier. Name of the FeatureOnlineStore. Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{featureO
	// nlineStore}`
	Name string `json:"name,omitempty"`

	// State: Output only. State of the featureOnlineStore.
	//
	// Possible values:
	//   "STATE_UNSPECIFIED" - Default value. This value is unused.
	//   "STABLE" - State when the featureOnlineStore configuration is not
	// being updated and the fields reflect the current configuration of the
	// featureOnlineStore. The featureOnlineStore is usable in this state.
	//   "UPDATING" - The state of the featureOnlineStore configuration when
	// it is being updated. During an update, the fields reflect either the
	// original configuration or the updated configuration of the
	// featureOnlineStore. The featureOnlineStore is still usable in this
	// state.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this FeatureOnlineStore was
	// last updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Bigtable") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Bigtable") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureOnlineStore: Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

func (*GoogleCloudAiplatformV1FeatureOnlineStore) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureOnlineStore) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureOnlineStoreBigtable 

type GoogleCloudAiplatformV1FeatureOnlineStoreBigtable struct {
	// AutoScaling: Required. Autoscaling config applied to Bigtable
	// Instance.
	AutoScaling *GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling `json:"autoScaling,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AutoScaling") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AutoScaling") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

func (*GoogleCloudAiplatformV1FeatureOnlineStoreBigtable) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureOnlineStoreBigtable) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling 

type GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling struct {
	// CpuUtilizationTarget: Optional. A percentage of the cluster's CPU
	// capacity. Can be from 10% to 80%. When a cluster's CPU utilization
	// exceeds the target that you have set, Bigtable immediately adds nodes
	// to the cluster. When CPU utilization is substantially lower than the
	// target, Bigtable removes nodes. If not set will default to 50%.
	CpuUtilizationTarget int64 `json:"cpuUtilizationTarget,omitempty"`

	// MaxNodeCount: Required. The maximum number of nodes to scale up to.
	// Must be greater than or equal to min_node_count, and less than or
	// equal to 10 times of 'min_node_count'.
	MaxNodeCount int64 `json:"maxNodeCount,omitempty"`

	// MinNodeCount: Required. The minimum number of nodes to scale down to.
	// Must be greater than or equal to 1.
	MinNodeCount int64 `json:"minNodeCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "CpuUtilizationTarget") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CpuUtilizationTarget") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureOnlineStoreBigtableAutoScaling) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureSelector 

type GoogleCloudAiplatformV1FeatureSelector struct {
	// IdMatcher: Required. Matches Features based on ID.
	IdMatcher *GoogleCloudAiplatformV1IdMatcher `json:"idMatcher,omitempty"`

	// ForceSendFields is a list of field names (e.g. "IdMatcher") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "IdMatcher") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureSelector: Selector for Features of an EntityType.

func (*GoogleCloudAiplatformV1FeatureSelector) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureSelector) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureStatsAnomaly 

type GoogleCloudAiplatformV1FeatureStatsAnomaly struct {
	// AnomalyDetectionThreshold: This is the threshold used when detecting
	// anomalies. The threshold can be changed by user, so this one might be
	// different from ThresholdConfig.value.
	AnomalyDetectionThreshold float64 `json:"anomalyDetectionThreshold,omitempty"`

	// AnomalyUri: Path of the anomaly file for current feature values in
	// Cloud Storage bucket. Format: gs:////anomalies. Example:
	// gs://monitoring_bucket/feature_name/anomalies. Stats are stored as
	// binary format with Protobuf message Anoamlies are stored as binary
	// format with Protobuf message [tensorflow.metadata.v0.AnomalyInfo]
	// (https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/anomalies.proto).
	AnomalyUri string `json:"anomalyUri,omitempty"`

	// DistributionDeviation: Deviation from the current stats to baseline
	// stats. 1. For categorical feature, the distribution distance is
	// calculated by L-inifinity norm. 2. For numerical feature, the
	// distribution distance is calculated by Jensen–Shannon divergence.
	DistributionDeviation float64 `json:"distributionDeviation,omitempty"`

	// EndTime: The end timestamp of window where stats were generated. For
	// objectives where time window doesn't make sense (e.g. Featurestore
	// Snapshot Monitoring), end_time indicates the timestamp of the data
	// used to generate stats (e.g. timestamp we take snapshots for feature
	// values).
	EndTime string `json:"endTime,omitempty"`

	// Score: Feature importance score, only populated when cross-feature
	// monitoring is enabled. For now only used to represent feature
	// attribution score within range [0, 1] for
	// ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_SKEW and
	// ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_DRIFT.
	Score float64 `json:"score,omitempty"`

	// StartTime: The start timestamp of window where stats were generated.
	// For objectives where time window doesn't make sense (e.g.
	// Featurestore Snapshot Monitoring), start_time is only used to
	// indicate the monitoring intervals, so it always equals to (end_time -
	// monitoring_interval).
	StartTime string `json:"startTime,omitempty"`

	// StatsUri: Path of the stats file for current feature values in Cloud
	// Storage bucket. Format: gs:////stats. Example:
	// gs://monitoring_bucket/feature_name/stats. Stats are stored as binary
	// format with Protobuf message
	// tensorflow.metadata.v0.FeatureNameStatistics
	// (https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/statistics.proto).
	StatsUri string `json:"statsUri,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AnomalyDetectionThreshold") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "AnomalyDetectionThreshold") to include in API requests with the JSON
	// null value. By default, fields with empty values are omitted from API
	// requests. However, any field with an empty value appearing in
	// NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureStatsAnomaly: Stats and Anomaly generated at specific timestamp for specific Feature. The start_time and end_time are used to define the time range of the dataset that current stats belongs to, e.g. prediction traffic is bucketed into prediction datasets by time window. If the Dataset is not defined by time window, start_time = end_time. Timestamp of the stats and anomalies always refers to end_time. Raw stats and anomalies are stored in stats_uri or anomaly_uri in the tensorflow defined protos. Field data_stats contains almost identical information with the raw stats in Vertex AI defined proto, for UI to display.

func (*GoogleCloudAiplatformV1FeatureStatsAnomaly) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureStatsAnomaly) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FeatureStatsAnomaly) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureStatsAnomaly) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FeatureValue 

type GoogleCloudAiplatformV1FeatureValue struct {
	// BoolArrayValue: A list of bool type feature value.
	BoolArrayValue *GoogleCloudAiplatformV1BoolArray `json:"boolArrayValue,omitempty"`

	// BoolValue: Bool type feature value.
	BoolValue bool `json:"boolValue,omitempty"`

	// BytesValue: Bytes feature value.
	BytesValue string `json:"bytesValue,omitempty"`

	// DoubleArrayValue: A list of double type feature value.
	DoubleArrayValue *GoogleCloudAiplatformV1DoubleArray `json:"doubleArrayValue,omitempty"`

	// DoubleValue: Double type feature value.
	DoubleValue float64 `json:"doubleValue,omitempty"`

	// Int64ArrayValue: A list of int64 type feature value.
	Int64ArrayValue *GoogleCloudAiplatformV1Int64Array `json:"int64ArrayValue,omitempty"`

	// Int64Value: Int64 feature value.
	Int64Value int64 `json:"int64Value,omitempty,string"`

	// Metadata: Metadata of feature value.
	Metadata *GoogleCloudAiplatformV1FeatureValueMetadata `json:"metadata,omitempty"`

	// StringArrayValue: A list of string type feature value.
	StringArrayValue *GoogleCloudAiplatformV1StringArray `json:"stringArrayValue,omitempty"`

	// StringValue: String feature value.
	StringValue string `json:"stringValue,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BoolArrayValue") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BoolArrayValue") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureValue: Value for a feature.

func (*GoogleCloudAiplatformV1FeatureValue) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureValue) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FeatureValue) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureValue) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FeatureValueDestination 

type GoogleCloudAiplatformV1FeatureValueDestination struct {
	// BigqueryDestination: Output in BigQuery format.
	// BigQueryDestination.output_uri in
	// FeatureValueDestination.bigquery_destination must refer to a table.
	BigqueryDestination *GoogleCloudAiplatformV1BigQueryDestination `json:"bigqueryDestination,omitempty"`

	// CsvDestination: Output in CSV format. Array Feature value types are
	// not allowed in CSV format.
	CsvDestination *GoogleCloudAiplatformV1CsvDestination `json:"csvDestination,omitempty"`

	// TfrecordDestination: Output in TFRecord format. Below are the mapping
	// from Feature value type in Featurestore to Feature value type in
	// TFRecord: Value type in Featurestore | Value type in TFRecord DOUBLE,
	// DOUBLE_ARRAY | FLOAT_LIST INT64, INT64_ARRAY | INT64_LIST STRING,
	// STRING_ARRAY, BYTES | BYTES_LIST true -> byte_string("true"), false
	// -> byte_string("false") BOOL, BOOL_ARRAY (true, false) | BYTES_LIST
	TfrecordDestination *GoogleCloudAiplatformV1TFRecordDestination `json:"tfrecordDestination,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigqueryDestination")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigqueryDestination") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureValueDestination: A destination location for Feature values and format.

func (*GoogleCloudAiplatformV1FeatureValueDestination) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureValueDestination) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureValueList 

type GoogleCloudAiplatformV1FeatureValueList struct {
	// Values: A list of feature values. All of them should be the same data
	// type.
	Values []*GoogleCloudAiplatformV1FeatureValue `json:"values,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Values") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Values") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureValueList: Container for list of values.

func (*GoogleCloudAiplatformV1FeatureValueList) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureValueList) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureValueMetadata 

type GoogleCloudAiplatformV1FeatureValueMetadata struct {
	// GenerateTime: Feature generation timestamp. Typically, it is provided
	// by user at feature ingestion time. If not, feature store will use the
	// system timestamp when the data is ingested into feature store. For
	// streaming ingestion, the time, aligned by days, must be no older than
	// five years (1825 days) and no later than one year (366 days) in the
	// future.
	GenerateTime string `json:"generateTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenerateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenerateTime") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureValueMetadata: Metadata of feature value.

func (*GoogleCloudAiplatformV1FeatureValueMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureValueMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureView 

type GoogleCloudAiplatformV1FeatureView struct {
	// BigQuerySource: Optional. Configures how data is supposed to be
	// extracted from a BigQuery source to be loaded onto the
	// FeatureOnlineStore.
	BigQuerySource *GoogleCloudAiplatformV1FeatureViewBigQuerySource `json:"bigQuerySource,omitempty"`

	// CreateTime: Output only. Timestamp when this FeatureView was created.
	CreateTime string `json:"createTime,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// FeatureRegistrySource: Optional. Configures the features from a
	// Feature Registry source that need to be loaded onto the
	// FeatureOnlineStore.
	FeatureRegistrySource *GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource `json:"featureRegistrySource,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your FeatureViews. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information on and
	// examples of labels. No more than 64 user labels can be associated
	// with one FeatureOnlineStore(System labels are excluded)." System
	// reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Identifier. Name of the FeatureView. Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_
	// online_store}/featureViews/{feature_view}`
	Name string `json:"name,omitempty"`

	// SyncConfig: Configures when data is to be synced/updated for this
	// FeatureView. At the end of the sync the latest featureValues for each
	// entityId of this FeatureView are made ready for online serving.
	SyncConfig *GoogleCloudAiplatformV1FeatureViewSyncConfig `json:"syncConfig,omitempty"`

	// UpdateTime: Output only. Timestamp when this FeatureView was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "BigQuerySource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigQuerySource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureView: FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

func (*GoogleCloudAiplatformV1FeatureView) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureView) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewBigQuerySource 

type GoogleCloudAiplatformV1FeatureViewBigQuerySource struct {
	// EntityIdColumns: Required. Columns to construct entity_id / row keys.
	EntityIdColumns []string `json:"entityIdColumns,omitempty"`

	// Uri: Required. The BigQuery view URI that will be materialized on
	// each sync trigger based on FeatureView.SyncConfig.
	Uri string `json:"uri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EntityIdColumns") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EntityIdColumns") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*GoogleCloudAiplatformV1FeatureViewBigQuerySource) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewBigQuerySource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewDataKey 

type GoogleCloudAiplatformV1FeatureViewDataKey struct {
	// CompositeKey: The actual Entity ID will be composed from this struct.
	// This should match with the way ID is defined in the FeatureView spec.
	CompositeKey *GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey `json:"compositeKey,omitempty"`

	// Key: String key to use for lookup.
	Key string `json:"key,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CompositeKey") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CompositeKey") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewDataKey: Lookup key for a feature view.

func (*GoogleCloudAiplatformV1FeatureViewDataKey) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewDataKey) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey 

type GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey struct {
	// Parts: Parts to construct Entity ID. Should match with the same ID
	// columns as defined in FeatureView in the same order.
	Parts []string `json:"parts,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Parts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Parts") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey: ID that is comprised from several parts (columns).

func (*GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewDataKeyCompositeKey) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource 

type GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource struct {
	// FeatureGroups: Required. List of features that need to be synced to
	// Online Store.
	FeatureGroups []*GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup `json:"featureGroups,omitempty"`

	// ProjectNumber: Optional. The project number of the parent project of
	// the Feature Groups.
	ProjectNumber int64 `json:"projectNumber,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "FeatureGroups") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureGroups") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource: A Feature Registry source for features that need to be synced to Online Store.

func (*GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewFeatureRegistrySource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup 

type GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup struct {
	// FeatureGroupId: Required. Identifier of the feature group.
	FeatureGroupId string `json:"featureGroupId,omitempty"`

	// FeatureIds: Required. Identifiers of features under the feature
	// group.
	FeatureIds []string `json:"featureIds,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FeatureGroupId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureGroupId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup: Features belonging to a single feature group that will be synced to Online Store.

func (*GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewFeatureRegistrySourceFeatureGroup) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewSync 

type GoogleCloudAiplatformV1FeatureViewSync struct {
	// CreateTime: Output only. Time when this FeatureViewSync is created.
	// Creation of a FeatureViewSync means that the job is pending / waiting
	// for sufficient resources but may not have started the actual data
	// transfer yet.
	CreateTime string `json:"createTime,omitempty"`

	// FinalStatus: Output only. Final status of the FeatureViewSync.
	FinalStatus *GoogleRpcStatus `json:"finalStatus,omitempty"`

	// Name: Identifier. Name of the FeatureViewSync. Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_
	// online_store}/featureViews/{feature_view}/featureViewSyncs/{feature_vi
	// ew_sync}`
	Name string `json:"name,omitempty"`

	// RunTime: Output only. Time when this FeatureViewSync is finished.
	RunTime *GoogleTypeInterval `json:"runTime,omitempty"`

	// SyncSummary: Output only. Summary of the sync job.
	SyncSummary *GoogleCloudAiplatformV1FeatureViewSyncSyncSummary `json:"syncSummary,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewSync: FeatureViewSync is a representation of sync operation which copies data from data source to Feature View in Online Store.

func (*GoogleCloudAiplatformV1FeatureViewSync) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewSync) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewSyncConfig 

type GoogleCloudAiplatformV1FeatureViewSyncConfig struct {
	// Cron: Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch
	// scheduled runs. To explicitly set a timezone to the cron tab, apply a
	// prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or
	// "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid
	// string from IANA time zone database. For example,
	// "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * *
	// *".
	Cron string `json:"cron,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Cron") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Cron") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewSyncConfig: Configuration for Sync. Only one option is set.

func (*GoogleCloudAiplatformV1FeatureViewSyncConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewSyncConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeatureViewSyncSyncSummary 

type GoogleCloudAiplatformV1FeatureViewSyncSyncSummary struct {
	// RowSynced: Output only. Total number of rows synced.
	RowSynced int64 `json:"rowSynced,omitempty,string"`

	// TotalSlot: Output only. BigQuery slot milliseconds consumed for the
	// sync job.
	TotalSlot int64 `json:"totalSlot,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "RowSynced") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "RowSynced") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeatureViewSyncSyncSummary: Summary from the Sync job. For continuous syncs, the summary is updated periodically. For batch syncs, it gets updated on completion of the sync.

func (*GoogleCloudAiplatformV1FeatureViewSyncSyncSummary) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeatureViewSyncSyncSummary) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Featurestore 

type GoogleCloudAiplatformV1Featurestore struct {
	// CreateTime: Output only. Timestamp when this Featurestore was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// EncryptionSpec: Optional. Customer-managed encryption key spec for
	// data storage. If set, both of the online and offline data storage
	// will be secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Optional. Used to perform consistent read-modify-write updates.
	// If not set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: Optional. The labels with user-defined metadata to organize
	// your Featurestore. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information on and
	// examples of labels. No more than 64 user labels can be associated
	// with one Featurestore(System labels are excluded)." System reserved
	// label keys are prefixed with "aiplatform.googleapis.com/" and are
	// immutable.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. Name of the Featurestore. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}`
	Name string `json:"name,omitempty"`

	// OnlineServingConfig: Optional. Config for online storage resources.
	// The field should not co-exist with the field of
	// `OnlineStoreReplicationConfig`. If both of it and
	// OnlineStoreReplicationConfig are unset, the feature store will not
	// have an online store and cannot be used for online serving.
	OnlineServingConfig *GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig `json:"onlineServingConfig,omitempty"`

	// OnlineStorageTtlDays: Optional. TTL in days for feature values that
	// will be stored in online serving storage. The Feature Store online
	// storage periodically removes obsolete feature values older than
	// `online_storage_ttl_days` since the feature generation time. Note
	// that `online_storage_ttl_days` should be less than or equal to
	// `offline_storage_ttl_days` for each EntityType under a featurestore.
	// If not set, default to 4000 days
	OnlineStorageTtlDays int64 `json:"onlineStorageTtlDays,omitempty"`

	// State: Output only. State of the featurestore.
	//
	// Possible values:
	//   "STATE_UNSPECIFIED" - Default value. This value is unused.
	//   "STABLE" - State when the featurestore configuration is not being
	// updated and the fields reflect the current configuration of the
	// featurestore. The featurestore is usable in this state.
	//   "UPDATING" - The state of the featurestore configuration when it is
	// being updated. During an update, the fields reflect either the
	// original configuration or the updated configuration of the
	// featurestore. For example, `online_serving_config.fixed_node_count`
	// can take minutes to update. While the update is in progress, the
	// featurestore is in the UPDATING state, and the value of
	// `fixed_node_count` can be the original value or the updated value,
	// depending on the progress of the operation. Until the update
	// completes, the actual number of nodes can still be the original value
	// of `fixed_node_count`. The featurestore is still usable in this
	// state.
	State string `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this Featurestore was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Featurestore: Vertex AI Feature Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

func (*GoogleCloudAiplatformV1Featurestore) MarshalJSON 

func (s *GoogleCloudAiplatformV1Featurestore) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfig 

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfig struct {
	// CategoricalThresholdConfig: Threshold for categorical features of
	// anomaly detection. This is shared by all types of Featurestore
	// Monitoring for categorical features (i.e. Features with type
	// (Feature.ValueType) BOOL or STRING).
	CategoricalThresholdConfig *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig `json:"categoricalThresholdConfig,omitempty"`

	// ImportFeaturesAnalysis: The config for ImportFeatures Analysis Based
	// Feature Monitoring.
	ImportFeaturesAnalysis *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis `json:"importFeaturesAnalysis,omitempty"`

	// NumericalThresholdConfig: Threshold for numerical features of anomaly
	// detection. This is shared by all objectives of Featurestore
	// Monitoring for numerical features (i.e. Features with type
	// (Feature.ValueType) DOUBLE or INT64).
	NumericalThresholdConfig *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig `json:"numericalThresholdConfig,omitempty"`

	// SnapshotAnalysis: The config for Snapshot Analysis Based Feature
	// Monitoring.
	SnapshotAnalysis *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis `json:"snapshotAnalysis,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "CategoricalThresholdConfig") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "CategoricalThresholdConfig") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreMonitoringConfig: Configuration of how features in Featurestore are monitored.

func (*GoogleCloudAiplatformV1FeaturestoreMonitoringConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreMonitoringConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis 

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis struct {
	// AnomalyDetectionBaseline: The baseline used to do anomaly detection
	// for the statistics generated by import features analysis.
	//
	// Possible values:
	//   "BASELINE_UNSPECIFIED" - Should not be used.
	//   "LATEST_STATS" - Choose the later one statistics generated by
	// either most recent snapshot analysis or previous import features
	// analysis. If non of them exists, skip anomaly detection and only
	// generate a statistics.
	//   "MOST_RECENT_SNAPSHOT_STATS" - Use the statistics generated by the
	// most recent snapshot analysis if exists.
	//   "PREVIOUS_IMPORT_FEATURES_STATS" - Use the statistics generated by
	// the previous import features analysis if exists.
	AnomalyDetectionBaseline string `json:"anomalyDetectionBaseline,omitempty"`

	// State: Whether to enable / disable / inherite default hebavior for
	// import features analysis.
	//
	// Possible values:
	//   "STATE_UNSPECIFIED" - Should not be used.
	//   "DEFAULT" - The default behavior of whether to enable the
	// monitoring. EntityType-level config: disabled. Feature-level config:
	// inherited from the configuration of EntityType this Feature belongs
	// to.
	//   "ENABLED" - Explicitly enables import features analysis.
	// EntityType-level config: by default enables import features analysis
	// for all Features under it. Feature-level config: enables import
	// features analysis regardless of the EntityType-level config.
	//   "DISABLED" - Explicitly disables import features analysis.
	// EntityType-level config: by default disables import features analysis
	// for all Features under it. Feature-level config: disables import
	// features analysis regardless of the EntityType-level config.
	State string `json:"state,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AnomalyDetectionBaseline") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnomalyDetectionBaseline")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnaly sis: Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every ImportFeatureValues operation.

func (*GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis 

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis struct {
	// Disabled: The monitoring schedule for snapshot analysis. For
	// EntityType-level config: unset / disabled = true indicates disabled
	// by default for Features under it; otherwise by default enable
	// snapshot analysis monitoring with monitoring_interval for Features
	// under it. Feature-level config: disabled = true indicates disabled
	// regardless of the EntityType-level config; unset monitoring_interval
	// indicates going with EntityType-level config; otherwise run snapshot
	// analysis monitoring with monitoring_interval regardless of the
	// EntityType-level config. Explicitly Disable the snapshot analysis
	// based monitoring.
	Disabled bool `json:"disabled,omitempty"`

	// MonitoringIntervalDays: Configuration of the snapshot analysis based
	// monitoring pipeline running interval. The value indicates number of
	// days.
	MonitoringIntervalDays int64 `json:"monitoringIntervalDays,omitempty"`

	// StalenessDays: Customized export features time window for snapshot
	// analysis. Unit is one day. Default value is 3 weeks. Minimum value is
	// 1 day. Maximum value is 4000 days.
	StalenessDays int64 `json:"stalenessDays,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Disabled") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Disabled") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis: Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval.

func (*GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig 

type GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig struct {
	// Value: Specify a threshold value that can trigger the alert. 1. For
	// categorical feature, the distribution distance is calculated by
	// L-inifinity norm. 2. For numerical feature, the distribution distance
	// is calculated by Jensen–Shannon divergence. Each feature must have
	// a non-zero threshold if they need to be monitored. Otherwise no alert
	// will be triggered for that feature.
	Value float64 `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Value") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Value") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig: The config for Featurestore Monitoring threshold.

func (*GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig 

type GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig struct {
	// FixedNodeCount: The number of nodes for the online store. The number
	// of nodes doesn't scale automatically, but you can manually update the
	// number of nodes. If set to 0, the featurestore will not have an
	// online store and cannot be used for online serving.
	FixedNodeCount int64 `json:"fixedNodeCount,omitempty"`

	// Scaling: Online serving scaling configuration. Only one of
	// `fixed_node_count` and `scaling` can be set. Setting one will reset
	// the other.
	Scaling *GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling `json:"scaling,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FixedNodeCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FixedNodeCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig: OnlineServingConfig specifies the details for provisioning online serving resources.

func (*GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreOnlineServingConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling 

type GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling struct {
	// CpuUtilizationTarget: Optional. The cpu utilization that the
	// Autoscaler should be trying to achieve. This number is on a scale
	// from 0 (no utilization) to 100 (total utilization), and is limited
	// between 10 and 80. When a cluster's CPU utilization exceeds the
	// target that you have set, Bigtable immediately adds nodes to the
	// cluster. When CPU utilization is substantially lower than the target,
	// Bigtable removes nodes. If not set or set to 0, default to 50.
	CpuUtilizationTarget int64 `json:"cpuUtilizationTarget,omitempty"`

	// MaxNodeCount: The maximum number of nodes to scale up to. Must be
	// greater than min_node_count, and less than or equal to 10 times of
	// 'min_node_count'.
	MaxNodeCount int64 `json:"maxNodeCount,omitempty"`

	// MinNodeCount: Required. The minimum number of nodes to scale down to.
	// Must be greater than or equal to 1.
	MinNodeCount int64 `json:"minNodeCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "CpuUtilizationTarget") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CpuUtilizationTarget") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling: Online serving scaling configuration. If min_node_count and max_node_count are set to the same value, the cluster will be configured with the fixed number of node (no auto-scaling).

func (*GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling) MarshalJSON 

func (s *GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigScaling) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FetchFeatureValuesRequest 

type GoogleCloudAiplatformV1FetchFeatureValuesRequest struct {
	// DataFormat: Optional. Response data format. If not set,
	// FeatureViewDataFormat.KEY_VALUE will be used.
	//
	// Possible values:
	//   "FEATURE_VIEW_DATA_FORMAT_UNSPECIFIED" - Not set. Will be treated
	// as the KeyValue format.
	//   "KEY_VALUE" - Return response data in key-value format.
	//   "PROTO_STRUCT" - Return response data in proto Struct format.
	DataFormat string `json:"dataFormat,omitempty"`

	// DataKey: Optional. The request key to fetch feature values for.
	DataKey *GoogleCloudAiplatformV1FeatureViewDataKey `json:"dataKey,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DataFormat") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataFormat") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FetchFeatureValuesRequest: Request message for FeatureOnlineStoreService.FetchFeatureValues. All the features under the requested feature view will be returned.

func (*GoogleCloudAiplatformV1FetchFeatureValuesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1FetchFeatureValuesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FetchFeatureValuesResponse 

type GoogleCloudAiplatformV1FetchFeatureValuesResponse struct {
	// KeyValues: Feature values in KeyValue format.
	KeyValues *GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairList `json:"keyValues,omitempty"`

	// ProtoStruct: Feature values in proto Struct format.
	ProtoStruct googleapi.RawMessage `json:"protoStruct,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "KeyValues") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "KeyValues") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FetchFeatureValuesResponse: Response message for FeatureOnlineStoreService.FetchFeatureValues

func (*GoogleCloudAiplatformV1FetchFeatureValuesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1FetchFeatureValuesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairList 

type GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairList struct {
	// Features: List of feature names and values.
	Features []*GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairListFeatureNameValuePair `json:"features,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Features") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Features") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairL ist: Response structure in the format of key (feature name) and (feature) value pair.

func (*GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairList) MarshalJSON 

func (s *GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairList) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairListFeatureNameValuePair 

type GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairListFeatureNameValuePair struct {
	// Name: Feature short name.
	Name string `json:"name,omitempty"`

	// Value: Feature value.
	Value *GoogleCloudAiplatformV1FeatureValue `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairL istFeatureNameValuePair: Feature name & value pair.

func (*GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairListFeatureNameValuePair) MarshalJSON 

func (s *GoogleCloudAiplatformV1FetchFeatureValuesResponseFeatureNameValuePairListFeatureNameValuePair) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FileData 

type GoogleCloudAiplatformV1FileData struct {
	// FileUri: Required. URI.
	FileUri string `json:"fileUri,omitempty"`

	// MimeType: Required. The IANA standard MIME type of the source data.
	MimeType string `json:"mimeType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FileUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FileUri") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FileData: URI based data.

func (*GoogleCloudAiplatformV1FileData) MarshalJSON 

func (s *GoogleCloudAiplatformV1FileData) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FilterSplit 

type GoogleCloudAiplatformV1FilterSplit struct {
	// TestFilter: Required. A filter on DataItems of the Dataset. DataItems
	// that match this filter are used to test the Model. A filter with same
	// syntax as the one used in DatasetService.ListDataItems may be used.
	// If a single DataItem is matched by more than one of the FilterSplit
	// filters, then it is assigned to the first set that applies to it in
	// the training, validation, test order.
	TestFilter string `json:"testFilter,omitempty"`

	// TrainingFilter: Required. A filter on DataItems of the Dataset.
	// DataItems that match this filter are used to train the Model. A
	// filter with same syntax as the one used in
	// DatasetService.ListDataItems may be used. If a single DataItem is
	// matched by more than one of the FilterSplit filters, then it is
	// assigned to the first set that applies to it in the training,
	// validation, test order.
	TrainingFilter string `json:"trainingFilter,omitempty"`

	// ValidationFilter: Required. A filter on DataItems of the Dataset.
	// DataItems that match this filter are used to validate the Model. A
	// filter with same syntax as the one used in
	// DatasetService.ListDataItems may be used. If a single DataItem is
	// matched by more than one of the FilterSplit filters, then it is
	// assigned to the first set that applies to it in the training,
	// validation, test order.
	ValidationFilter string `json:"validationFilter,omitempty"`

	// ForceSendFields is a list of field names (e.g. "TestFilter") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TestFilter") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FilterSplit: Assigns input data to training, validation, and test sets based on the given filters, data pieces not matched by any filter are ignored. Currently only supported for Datasets containing DataItems. If any of the filters in this message are to match nothing, then they can be set as '-' (the minus sign). Supported only for unstructured Datasets.

func (*GoogleCloudAiplatformV1FilterSplit) MarshalJSON 

func (s *GoogleCloudAiplatformV1FilterSplit) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FindNeighborsRequest 

type GoogleCloudAiplatformV1FindNeighborsRequest struct {
	// DeployedIndexId: The ID of the DeployedIndex that will serve the
	// request. This request is sent to a specific IndexEndpoint, as per the
	// IndexEndpoint.network. That IndexEndpoint also has
	// IndexEndpoint.deployed_indexes, and each such index has a
	// DeployedIndex.id field. The value of the field below must equal one
	// of the DeployedIndex.id fields of the IndexEndpoint that is being
	// called for this request.
	DeployedIndexId string `json:"deployedIndexId,omitempty"`

	// Queries: The list of queries.
	Queries []*GoogleCloudAiplatformV1FindNeighborsRequestQuery `json:"queries,omitempty"`

	// ReturnFullDatapoint: If set to true, the full datapoints (including
	// all vector values and restricts) of the nearest neighbors are
	// returned. Note that returning full datapoint will significantly
	// increase the latency and cost of the query.
	ReturnFullDatapoint bool `json:"returnFullDatapoint,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndexId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndexId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FindNeighborsRequest: The request message for MatchService.FindNeighbors.

func (*GoogleCloudAiplatformV1FindNeighborsRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FindNeighborsRequestQuery 

type GoogleCloudAiplatformV1FindNeighborsRequestQuery struct {
	// ApproximateNeighborCount: The number of neighbors to find via
	// approximate search before exact reordering is performed. If not set,
	// the default value from scam config is used; if set, this value must
	// be > 0.
	ApproximateNeighborCount int64 `json:"approximateNeighborCount,omitempty"`

	// Datapoint: Required. The datapoint/vector whose nearest neighbors
	// should be searched for.
	Datapoint *GoogleCloudAiplatformV1IndexDatapoint `json:"datapoint,omitempty"`

	// FractionLeafNodesToSearchOverride: The fraction of the number of
	// leaves to search, set at query time allows user to tune search
	// performance. This value increase result in both search accuracy and
	// latency increase. The value should be between 0.0 and 1.0. If not set
	// or set to 0.0, query uses the default value specified in
	// NearestNeighborSearchConfig.TreeAHConfig.fraction_leaf_nodes_to_search
	// .
	FractionLeafNodesToSearchOverride float64 `json:"fractionLeafNodesToSearchOverride,omitempty"`

	// NeighborCount: The number of nearest neighbors to be retrieved from
	// database for each query. If not set, will use the default from the
	// service configuration
	// (https://cloud.google.com/vertex-ai/docs/matching-engine/configuring-indexes#nearest-neighbor-search-config).
	NeighborCount int64 `json:"neighborCount,omitempty"`

	// PerCrowdingAttributeNeighborCount: Crowding is a constraint on a
	// neighbor list produced by nearest neighbor search requiring that no
	// more than some value k' of the k neighbors returned have the same
	// value of crowding_attribute. It's used for improving result
	// diversity. This field is the maximum number of matches with the same
	// crowding tag.
	PerCrowdingAttributeNeighborCount int64 `json:"perCrowdingAttributeNeighborCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "ApproximateNeighborCount") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ApproximateNeighborCount")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FindNeighborsRequestQuery: A query to find a number of the nearest neighbors (most similar vectors) of a vector.

func (*GoogleCloudAiplatformV1FindNeighborsRequestQuery) MarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsRequestQuery) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FindNeighborsRequestQuery) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsRequestQuery) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FindNeighborsResponse 

type GoogleCloudAiplatformV1FindNeighborsResponse struct {
	// NearestNeighbors: The nearest neighbors of the query datapoints.
	NearestNeighbors []*GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors `json:"nearestNeighbors,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NearestNeighbors") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NearestNeighbors") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FindNeighborsResponse: The response message for MatchService.FindNeighbors.

func (*GoogleCloudAiplatformV1FindNeighborsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors 

type GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors struct {
	// Id: The ID of the query datapoint.
	Id string `json:"id,omitempty"`

	// Neighbors: All its neighbors.
	Neighbors []*GoogleCloudAiplatformV1FindNeighborsResponseNeighbor `json:"neighbors,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Id") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Id") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors: Nearest neighbors for one query.

func (*GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors) MarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsResponseNearestNeighbors) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FindNeighborsResponseNeighbor 

type GoogleCloudAiplatformV1FindNeighborsResponseNeighbor struct {
	// Datapoint: The datapoint of the neighbor. Note that full datapoints
	// are returned only when "return_full_datapoint" is set to true.
	// Otherwise, only the "datapoint_id" and "crowding_tag" fields are
	// populated.
	Datapoint *GoogleCloudAiplatformV1IndexDatapoint `json:"datapoint,omitempty"`

	// Distance: The distance between the neighbor and the query vector.
	Distance float64 `json:"distance,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Datapoint") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Datapoint") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FindNeighborsResponseNeighbor: A neighbor of the query vector.

func (*GoogleCloudAiplatformV1FindNeighborsResponseNeighbor) MarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsResponseNeighbor) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FindNeighborsResponseNeighbor) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FindNeighborsResponseNeighbor) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FractionSplit 

type GoogleCloudAiplatformV1FractionSplit struct {
	// TestFraction: The fraction of the input data that is to be used to
	// evaluate the Model.
	TestFraction float64 `json:"testFraction,omitempty"`

	// TrainingFraction: The fraction of the input data that is to be used
	// to train the Model.
	TrainingFraction float64 `json:"trainingFraction,omitempty"`

	// ValidationFraction: The fraction of the input data that is to be used
	// to validate the Model.
	ValidationFraction float64 `json:"validationFraction,omitempty"`

	// ForceSendFields is a list of field names (e.g. "TestFraction") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TestFraction") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FractionSplit: Assigns the input data to training, validation, and test sets as per the given fractions. Any of `training_fraction`, `validation_fraction` and `test_fraction` may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

func (*GoogleCloudAiplatformV1FractionSplit) MarshalJSON 

func (s *GoogleCloudAiplatformV1FractionSplit) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1FractionSplit) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1FractionSplit) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1FunctionCall 

type GoogleCloudAiplatformV1FunctionCall struct {
	// Args: Optional. Required. The function parameters and values in JSON
	// object format. See [FunctionDeclaration.parameters] for parameter
	// details.
	Args googleapi.RawMessage `json:"args,omitempty"`

	// Name: Required. The name of the function to call. Matches
	// [FunctionDeclaration.name].
	Name string `json:"name,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Args") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Args") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FunctionCall: A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing the parameters and their values.

func (*GoogleCloudAiplatformV1FunctionCall) MarshalJSON 

func (s *GoogleCloudAiplatformV1FunctionCall) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FunctionDeclaration 

type GoogleCloudAiplatformV1FunctionDeclaration struct {
	// Description: Optional. Description and purpose of the function. Model
	// uses it to decide how and whether to call the function.
	Description string `json:"description,omitempty"`

	// Name: Required. The name of the function to call. Must start with a
	// letter or an underscore. Must be a-z, A-Z, 0-9, or contain
	// underscores and dashes, with a maximum length of 64.
	Name string `json:"name,omitempty"`

	// Parameters: Optional. Describes the parameters to this function in
	// JSON Schema Object format. Reflects the Open API 3.03 Parameter
	// Object. string Key: the name of the parameter. Parameter names are
	// case sensitive. Schema Value: the Schema defining the type used for
	// the parameter. For function with no parameters, this can be left
	// unset. Example with 1 required and 1 optional parameter: type: OBJECT
	// properties: param1: type: STRING param2: type: INTEGER required: -
	// param1
	Parameters *GoogleCloudAiplatformV1Schema `json:"parameters,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Description") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Description") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FunctionDeclaration: Structured representation of a function declaration as defined by the OpenAPI 3.0 specification (https://spec.openapis.org/oas/v3.0.3). Included in this declaration are the function name and parameters. This FunctionDeclaration is a representation of a block of code that can be used as a `Tool` by the model and executed by the client.

func (*GoogleCloudAiplatformV1FunctionDeclaration) MarshalJSON 

func (s *GoogleCloudAiplatformV1FunctionDeclaration) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1FunctionResponse 

type GoogleCloudAiplatformV1FunctionResponse struct {
	// Name: Required. The name of the function to call. Matches
	// [FunctionDeclaration.name] and [FunctionCall.name].
	Name string `json:"name,omitempty"`

	// Response: Required. The function response in JSON object format.
	Response googleapi.RawMessage `json:"response,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1FunctionResponse: The result output from a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function is used as context to the model. This should contain the result of a [FunctionCall] made based on model prediction.

func (*GoogleCloudAiplatformV1FunctionResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1FunctionResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GcsDestination 

type GoogleCloudAiplatformV1GcsDestination struct {
	// OutputUriPrefix: Required. Google Cloud Storage URI to output
	// directory. If the uri doesn't end with '/', a '/' will be
	// automatically appended. The directory is created if it doesn't exist.
	OutputUriPrefix string `json:"outputUriPrefix,omitempty"`

	// ForceSendFields is a list of field names (e.g. "OutputUriPrefix") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "OutputUriPrefix") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GcsDestination: The Google Cloud Storage location where the output is to be written to.

func (*GoogleCloudAiplatformV1GcsDestination) MarshalJSON 

func (s *GoogleCloudAiplatformV1GcsDestination) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GcsSource 

type GoogleCloudAiplatformV1GcsSource struct {
	// Uris: Required. Google Cloud Storage URI(-s) to the input file(s).
	// May contain wildcards. For more information on wildcards, see
	// https://cloud.google.com/storage/docs/gsutil/addlhelp/WildcardNames.
	Uris []string `json:"uris,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Uris") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Uris") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GcsSource: The Google Cloud Storage location for the input content.

func (*GoogleCloudAiplatformV1GcsSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1GcsSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenerateContentRequest 

type GoogleCloudAiplatformV1GenerateContentRequest struct {
	// Contents: Required. The content of the current conversation with the
	// model. For single-turn queries, this is a single instance. For
	// multi-turn queries, this is a repeated field that contains
	// conversation history + latest request.
	Contents []*GoogleCloudAiplatformV1Content `json:"contents,omitempty"`

	// GenerationConfig: Optional. Generation config.
	GenerationConfig *GoogleCloudAiplatformV1GenerationConfig `json:"generationConfig,omitempty"`

	// SafetySettings: Optional. Per request settings for blocking unsafe
	// content. Enforced on GenerateContentResponse.candidates.
	SafetySettings []*GoogleCloudAiplatformV1SafetySetting `json:"safetySettings,omitempty"`

	// Tools: Optional. A list of `Tools` the model may use to generate the
	// next response. A `Tool` is a piece of code that enables the system to
	// interact with external systems to perform an action, or set of
	// actions, outside of knowledge and scope of the model.
	Tools []*GoogleCloudAiplatformV1Tool `json:"tools,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Contents") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Contents") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenerateContentRequest: Request message for [PredictionService.GenerateContent].

func (*GoogleCloudAiplatformV1GenerateContentRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenerateContentRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenerateContentResponse 

type GoogleCloudAiplatformV1GenerateContentResponse struct {
	// Candidates: Output only. Generated candidates.
	Candidates []*GoogleCloudAiplatformV1Candidate `json:"candidates,omitempty"`

	// PromptFeedback: Output only. Content filter results for a prompt sent
	// in the request. Note: Sent only in the first stream chunk. Only
	// happens when no candidates were generated due to content violations.
	PromptFeedback *GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback `json:"promptFeedback,omitempty"`

	// UsageMetadata: Usage metadata about the response(s).
	UsageMetadata *GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata `json:"usageMetadata,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Candidates") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Candidates") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenerateContentResponse: Response message for [PredictionService.GenerateContent].

func (*GoogleCloudAiplatformV1GenerateContentResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenerateContentResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback 

type GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback struct {
	// BlockReason: Output only. Blocked reason.
	//
	// Possible values:
	//   "BLOCKED_REASON_UNSPECIFIED" - Unspecified blocked reason.
	//   "SAFETY" - Candidates blocked due to safety.
	//   "OTHER" - Candidates blocked due to other reason.
	BlockReason string `json:"blockReason,omitempty"`

	// BlockReasonMessage: Output only. A readable block reason message.
	BlockReasonMessage string `json:"blockReasonMessage,omitempty"`

	// SafetyRatings: Output only. Safety ratings.
	SafetyRatings []*GoogleCloudAiplatformV1SafetyRating `json:"safetyRatings,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BlockReason") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BlockReason") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback: Content filter results for a prompt sent in the request.

func (*GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenerateContentResponsePromptFeedback) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata 

type GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata struct {
	// CandidatesTokenCount: Number of tokens in the response(s).
	CandidatesTokenCount int64 `json:"candidatesTokenCount,omitempty"`

	// PromptTokenCount: Number of tokens in the request.
	PromptTokenCount int64 `json:"promptTokenCount,omitempty"`

	TotalTokenCount int64 `json:"totalTokenCount,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "CandidatesTokenCount") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CandidatesTokenCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata: Usage metadata about response(s).

func (*GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenerateContentResponseUsageMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenerationConfig 

type GoogleCloudAiplatformV1GenerationConfig struct {
	// CandidateCount: Optional. Number of candidates to generate.
	CandidateCount int64 `json:"candidateCount,omitempty"`

	// MaxOutputTokens: Optional. The maximum number of output tokens to
	// generate per message.
	MaxOutputTokens int64 `json:"maxOutputTokens,omitempty"`

	// StopSequences: Optional. Stop sequences.
	StopSequences []string `json:"stopSequences,omitempty"`

	// Temperature: Optional. Controls the randomness of predictions.
	Temperature float64 `json:"temperature,omitempty"`

	// TopK: Optional. If specified, top-k sampling will be used.
	TopK float64 `json:"topK,omitempty"`

	// TopP: Optional. If specified, nucleus sampling will be used.
	TopP float64 `json:"topP,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CandidateCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CandidateCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenerationConfig: Generation config.

func (*GoogleCloudAiplatformV1GenerationConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenerationConfig) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1GenerationConfig) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1GenerationConfig) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1GenericOperationMetadata 

type GoogleCloudAiplatformV1GenericOperationMetadata struct {
	// CreateTime: Output only. Time when the operation was created.
	CreateTime string `json:"createTime,omitempty"`

	// PartialFailures: Output only. Partial failures encountered. E.g.
	// single files that couldn't be read. This field should never exceed 20
	// entries. Status details field will contain standard Google Cloud
	// error details.
	PartialFailures []*GoogleRpcStatus `json:"partialFailures,omitempty"`

	// UpdateTime: Output only. Time when the operation was updated for the
	// last time. If the operation has finished (successfully or not), this
	// is the finish time.
	UpdateTime string `json:"updateTime,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenericOperationMetadata: Generic Metadata shared by all operations.

func (*GoogleCloudAiplatformV1GenericOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenericOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GenieSource 

type GoogleCloudAiplatformV1GenieSource struct {
	// BaseModelUri: Required. The public base model URI.
	BaseModelUri string `json:"baseModelUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BaseModelUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BaseModelUri") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GenieSource: Contains information about the source of the models generated from Generative AI Studio.

func (*GoogleCloudAiplatformV1GenieSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1GenieSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GroundingAttribution 

type GoogleCloudAiplatformV1GroundingAttribution struct {
	// ConfidenceScore: Optional. Output only. Confidence score of the
	// attribution. Ranges from 0 to 1. 1 is the most confident.
	ConfidenceScore float64 `json:"confidenceScore,omitempty"`

	// Segment: Output only. Segment of the content this attribution belongs
	// to.
	Segment *GoogleCloudAiplatformV1Segment `json:"segment,omitempty"`

	// Web: Optional. Attribution from the web.
	Web *GoogleCloudAiplatformV1GroundingAttributionWeb `json:"web,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ConfidenceScore") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ConfidenceScore") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GroundingAttribution: Grounding attribution.

func (*GoogleCloudAiplatformV1GroundingAttribution) MarshalJSON 

func (s *GoogleCloudAiplatformV1GroundingAttribution) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1GroundingAttribution) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1GroundingAttribution) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1GroundingAttributionWeb 

type GoogleCloudAiplatformV1GroundingAttributionWeb struct {
	// Title: Output only. Title of the attribution.
	Title string `json:"title,omitempty"`

	// Uri: Output only. URI reference of the attribution.
	Uri string `json:"uri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Title") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Title") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GroundingAttributionWeb: Attribution from the web.

func (*GoogleCloudAiplatformV1GroundingAttributionWeb) MarshalJSON 

func (s *GoogleCloudAiplatformV1GroundingAttributionWeb) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1GroundingMetadata 

type GoogleCloudAiplatformV1GroundingMetadata struct {
	// GroundingAttributions: Optional. List of grounding attributions.
	GroundingAttributions []*GoogleCloudAiplatformV1GroundingAttribution `json:"groundingAttributions,omitempty"`

	// WebSearchQueries: Optional. Web search queries for the following-up
	// web search.
	WebSearchQueries []string `json:"webSearchQueries,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "GroundingAttributions") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GroundingAttributions") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1GroundingMetadata: Metadata returned to client when grounding is enabled.

func (*GoogleCloudAiplatformV1GroundingMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1GroundingMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1HyperparameterTuningJob 

type GoogleCloudAiplatformV1HyperparameterTuningJob struct {
	// CreateTime: Output only. Time when the HyperparameterTuningJob was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DisplayName: Required. The display name of the
	// HyperparameterTuningJob. The name can be up to 128 characters long
	// and can consist of any UTF-8 characters.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key options for a
	// HyperparameterTuningJob. If this is set, then all resources created
	// by the HyperparameterTuningJob will be encrypted with the provided
	// encryption key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// EndTime: Output only. Time when the HyperparameterTuningJob entered
	// any of the following states: `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`.
	EndTime string `json:"endTime,omitempty"`

	// Error: Output only. Only populated when job's state is
	// JOB_STATE_FAILED or JOB_STATE_CANCELLED.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// Labels: The labels with user-defined metadata to organize
	// HyperparameterTuningJobs. Label keys and values can be no longer than
	// 64 characters (Unicode codepoints), can only contain lowercase
	// letters, numeric characters, underscores and dashes. International
	// characters are allowed. See https://goo.gl/xmQnxf for more
	// information and examples of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// MaxFailedTrialCount: The number of failed Trials that need to be seen
	// before failing the HyperparameterTuningJob. If set to 0, Vertex AI
	// decides how many Trials must fail before the whole job fails.
	MaxFailedTrialCount int64 `json:"maxFailedTrialCount,omitempty"`

	// MaxTrialCount: Required. The desired total number of Trials.
	MaxTrialCount int64 `json:"maxTrialCount,omitempty"`

	// Name: Output only. Resource name of the HyperparameterTuningJob.
	Name string `json:"name,omitempty"`

	// ParallelTrialCount: Required. The desired number of Trials to run in
	// parallel.
	ParallelTrialCount int64 `json:"parallelTrialCount,omitempty"`

	// StartTime: Output only. Time when the HyperparameterTuningJob for the
	// first time entered the `JOB_STATE_RUNNING` state.
	StartTime string `json:"startTime,omitempty"`

	// State: Output only. The detailed state of the job.
	//
	// Possible values:
	//   "JOB_STATE_UNSPECIFIED" - The job state is unspecified.
	//   "JOB_STATE_QUEUED" - The job has been just created or resumed and
	// processing has not yet begun.
	//   "JOB_STATE_PENDING" - The service is preparing to run the job.
	//   "JOB_STATE_RUNNING" - The job is in progress.
	//   "JOB_STATE_SUCCEEDED" - The job completed successfully.
	//   "JOB_STATE_FAILED" - The job failed.
	//   "JOB_STATE_CANCELLING" - The job is being cancelled. From this
	// state the job may only go to either `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	//   "JOB_STATE_CANCELLED" - The job has been cancelled.
	//   "JOB_STATE_PAUSED" - The job has been stopped, and can be resumed.
	//   "JOB_STATE_EXPIRED" - The job has expired.
	//   "JOB_STATE_UPDATING" - The job is being updated. Only jobs in the
	// `RUNNING` state can be updated. After updating, the job goes back to
	// the `RUNNING` state.
	//   "JOB_STATE_PARTIALLY_SUCCEEDED" - The job is partially succeeded,
	// some results may be missing due to errors.
	State string `json:"state,omitempty"`

	// StudySpec: Required. Study configuration of the
	// HyperparameterTuningJob.
	StudySpec *GoogleCloudAiplatformV1StudySpec `json:"studySpec,omitempty"`

	// TrialJobSpec: Required. The spec of a trial job. The same spec
	// applies to the CustomJobs created in all the trials.
	TrialJobSpec *GoogleCloudAiplatformV1CustomJobSpec `json:"trialJobSpec,omitempty"`

	// Trials: Output only. Trials of the HyperparameterTuningJob.
	Trials []*GoogleCloudAiplatformV1Trial `json:"trials,omitempty"`

	// UpdateTime: Output only. Time when the HyperparameterTuningJob was
	// most recently updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1HyperparameterTuningJob: Represents a HyperparameterTuningJob. A HyperparameterTuningJob has a Study specification and multiple CustomJobs with identical CustomJob specification.

func (*GoogleCloudAiplatformV1HyperparameterTuningJob) MarshalJSON 

func (s *GoogleCloudAiplatformV1HyperparameterTuningJob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IdMatcher 

type GoogleCloudAiplatformV1IdMatcher struct {
	// Ids: Required. The following are accepted as `ids`: * A
	// single-element list containing only `*`, which selects all Features
	// in the target EntityType, or * A list containing only Feature IDs,
	// which selects only Features with those IDs in the target EntityType.
	Ids []string `json:"ids,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Ids") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Ids") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IdMatcher: Matcher for Features of an EntityType by Feature ID.

func (*GoogleCloudAiplatformV1IdMatcher) MarshalJSON 

func (s *GoogleCloudAiplatformV1IdMatcher) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportDataConfig 

type GoogleCloudAiplatformV1ImportDataConfig struct {
	// AnnotationLabels: Labels that will be applied to newly imported
	// Annotations. If two Annotations are identical, one of them will be
	// deduped. Two Annotations are considered identical if their payload,
	// payload_schema_uri and all of their labels are the same. These labels
	// will be overridden by Annotation labels specified inside index file
	// referenced by import_schema_uri, e.g. jsonl file.
	AnnotationLabels map[string]string `json:"annotationLabels,omitempty"`

	// DataItemLabels: Labels that will be applied to newly imported
	// DataItems. If an identical DataItem as one being imported already
	// exists in the Dataset, then these labels will be appended to these of
	// the already existing one, and if labels with identical key is
	// imported before, the old label value will be overwritten. If two
	// DataItems are identical in the same import data operation, the labels
	// will be combined and if key collision happens in this case, one of
	// the values will be picked randomly. Two DataItems are considered
	// identical if their content bytes are identical (e.g. image bytes or
	// pdf bytes). These labels will be overridden by Annotation labels
	// specified inside index file referenced by import_schema_uri, e.g.
	// jsonl file.
	DataItemLabels map[string]string `json:"dataItemLabels,omitempty"`

	// GcsSource: The Google Cloud Storage location for the input content.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// ImportSchemaUri: Required. Points to a YAML file stored on Google
	// Cloud Storage describing the import format. Validation will be done
	// against the schema. The schema is defined as an OpenAPI 3.0.2 Schema
	// Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	ImportSchemaUri string `json:"importSchemaUri,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotationLabels") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationLabels") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportDataConfig: Describes the location from where we import data into a Dataset, together with the labels that will be applied to the DataItems and the Annotations.

func (*GoogleCloudAiplatformV1ImportDataConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportDataConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportDataOperationMetadata 

type GoogleCloudAiplatformV1ImportDataOperationMetadata struct {
	// GenericMetadata: The common part of the operation metadata.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenericMetadata") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportDataOperationMetadata: Runtime operation information for DatasetService.ImportData.

func (*GoogleCloudAiplatformV1ImportDataOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportDataOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportDataRequest 

type GoogleCloudAiplatformV1ImportDataRequest struct {
	// ImportConfigs: Required. The desired input locations. The contents of
	// all input locations will be imported in one batch.
	ImportConfigs []*GoogleCloudAiplatformV1ImportDataConfig `json:"importConfigs,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ImportConfigs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ImportConfigs") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportDataRequest: Request message for DatasetService.ImportData.

func (*GoogleCloudAiplatformV1ImportDataRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportDataRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportDataResponse 

type GoogleCloudAiplatformV1ImportDataResponse struct {
}

GoogleCloudAiplatformV1ImportDataResponse: Response message for DatasetService.ImportData.

type GoogleCloudAiplatformV1ImportFeatureValuesOperationMetadata 

type GoogleCloudAiplatformV1ImportFeatureValuesOperationMetadata struct {
	// BlockingOperationIds: List of ImportFeatureValues operations running
	// under a single EntityType that are blocking this operation.
	BlockingOperationIds googleapi.Int64s `json:"blockingOperationIds,omitempty"`

	// GenericMetadata: Operation metadata for Featurestore import Feature
	// values.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ImportedEntityCount: Number of entities that have been imported by
	// the operation.
	ImportedEntityCount int64 `json:"importedEntityCount,omitempty,string"`

	// ImportedFeatureValueCount: Number of Feature values that have been
	// imported by the operation.
	ImportedFeatureValueCount int64 `json:"importedFeatureValueCount,omitempty,string"`

	// InvalidRowCount: The number of rows in input source that weren't
	// imported due to either * Not having any featureValues. * Having a
	// null entityId. * Having a null timestamp. * Not being parsable
	// (applicable for CSV sources).
	InvalidRowCount int64 `json:"invalidRowCount,omitempty,string"`

	// SourceUris: The source URI from where Feature values are imported.
	SourceUris []string `json:"sourceUris,omitempty"`

	// TimestampOutsideRetentionRowsCount: The number rows that weren't
	// ingested due to having timestamps outside the retention boundary.
	TimestampOutsideRetentionRowsCount int64 `json:"timestampOutsideRetentionRowsCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g.
	// "BlockingOperationIds") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BlockingOperationIds") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportFeatureValuesOperationMetadata: Details of operations that perform import Feature values.

func (*GoogleCloudAiplatformV1ImportFeatureValuesOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportFeatureValuesOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportFeatureValuesRequest 

type GoogleCloudAiplatformV1ImportFeatureValuesRequest struct {
	AvroSource *GoogleCloudAiplatformV1AvroSource `json:"avroSource,omitempty"`

	BigquerySource *GoogleCloudAiplatformV1BigQuerySource `json:"bigquerySource,omitempty"`

	CsvSource *GoogleCloudAiplatformV1CsvSource `json:"csvSource,omitempty"`

	// DisableIngestionAnalysis: If true, API doesn't start ingestion
	// analysis pipeline.
	DisableIngestionAnalysis bool `json:"disableIngestionAnalysis,omitempty"`

	// DisableOnlineServing: If set, data will not be imported for online
	// serving. This is typically used for backfilling, where Feature
	// generation timestamps are not in the timestamp range needed for
	// online serving.
	DisableOnlineServing bool `json:"disableOnlineServing,omitempty"`

	// EntityIdField: Source column that holds entity IDs. If not provided,
	// entity IDs are extracted from the column named entity_id.
	EntityIdField string `json:"entityIdField,omitempty"`

	// FeatureSpecs: Required. Specifications defining which Feature values
	// to import from the entity. The request fails if no feature_specs are
	// provided, and having multiple feature_specs for one Feature is not
	// allowed.
	FeatureSpecs []*GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec `json:"featureSpecs,omitempty"`

	// FeatureTime: Single Feature timestamp for all entities being
	// imported. The timestamp must not have higher than millisecond
	// precision.
	FeatureTime string `json:"featureTime,omitempty"`

	// FeatureTimeField: Source column that holds the Feature timestamp for
	// all Feature values in each entity.
	FeatureTimeField string `json:"featureTimeField,omitempty"`

	// WorkerCount: Specifies the number of workers that are used to write
	// data to the Featurestore. Consider the online serving capacity that
	// you require to achieve the desired import throughput without
	// interfering with online serving. The value must be positive, and less
	// than or equal to 100. If not set, defaults to using 1 worker. The low
	// count ensures minimal impact on online serving performance.
	WorkerCount int64 `json:"workerCount,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AvroSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AvroSource") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportFeatureValuesRequest: Request message for FeaturestoreService.ImportFeatureValues.

func (*GoogleCloudAiplatformV1ImportFeatureValuesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportFeatureValuesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec 

type GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec struct {
	// Id: Required. ID of the Feature to import values of. This Feature
	// must exist in the target EntityType, or the request will fail.
	Id string `json:"id,omitempty"`

	// SourceField: Source column to get the Feature values from. If not
	// set, uses the column with the same name as the Feature ID.
	SourceField string `json:"sourceField,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Id") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Id") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec: Defines the Feature value(s) to import.

func (*GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportFeatureValuesResponse 

type GoogleCloudAiplatformV1ImportFeatureValuesResponse struct {
	// ImportedEntityCount: Number of entities that have been imported by
	// the operation.
	ImportedEntityCount int64 `json:"importedEntityCount,omitempty,string"`

	// ImportedFeatureValueCount: Number of Feature values that have been
	// imported by the operation.
	ImportedFeatureValueCount int64 `json:"importedFeatureValueCount,omitempty,string"`

	// InvalidRowCount: The number of rows in input source that weren't
	// imported due to either * Not having any featureValues. * Having a
	// null entityId. * Having a null timestamp. * Not being parsable
	// (applicable for CSV sources).
	InvalidRowCount int64 `json:"invalidRowCount,omitempty,string"`

	// TimestampOutsideRetentionRowsCount: The number rows that weren't
	// ingested due to having feature timestamps outside the retention
	// boundary.
	TimestampOutsideRetentionRowsCount int64 `json:"timestampOutsideRetentionRowsCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "ImportedEntityCount")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ImportedEntityCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportFeatureValuesResponse: Response message for FeaturestoreService.ImportFeatureValues.

func (*GoogleCloudAiplatformV1ImportFeatureValuesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportFeatureValuesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ImportModelEvaluationRequest 

type GoogleCloudAiplatformV1ImportModelEvaluationRequest struct {
	// ModelEvaluation: Required. Model evaluation resource to be imported.
	ModelEvaluation *GoogleCloudAiplatformV1ModelEvaluation `json:"modelEvaluation,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ModelEvaluation") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ModelEvaluation") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ImportModelEvaluationRequest: Request message for ModelService.ImportModelEvaluation

func (*GoogleCloudAiplatformV1ImportModelEvaluationRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1ImportModelEvaluationRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Index 

type GoogleCloudAiplatformV1Index struct {
	// CreateTime: Output only. Timestamp when this Index was created.
	CreateTime string `json:"createTime,omitempty"`

	// DeployedIndexes: Output only. The pointers to DeployedIndexes created
	// from this Index. An Index can be only deleted if all its
	// DeployedIndexes had been undeployed first.
	DeployedIndexes []*GoogleCloudAiplatformV1DeployedIndexRef `json:"deployedIndexes,omitempty"`

	// Description: The description of the Index.
	Description string `json:"description,omitempty"`

	// DisplayName: Required. The display name of the Index. The name can be
	// up to 128 characters long and can consist of any UTF-8 characters.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Immutable. Customer-managed encryption key spec for
	// an Index. If set, this Index and all sub-resources of this Index will
	// be secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// IndexStats: Output only. Stats of the index resource.
	IndexStats *GoogleCloudAiplatformV1IndexStats `json:"indexStats,omitempty"`

	// IndexUpdateMethod: Immutable. The update method to use with this
	// Index. If not set, BATCH_UPDATE will be used by default.
	//
	// Possible values:
	//   "INDEX_UPDATE_METHOD_UNSPECIFIED" - Should not be used.
	//   "BATCH_UPDATE" - BatchUpdate: user can call UpdateIndex with files
	// on Cloud Storage of Datapoints to update.
	//   "STREAM_UPDATE" - StreamUpdate: user can call
	// UpsertDatapoints/DeleteDatapoints to update the Index and the updates
	// will be applied in corresponding DeployedIndexes in nearly real-time.
	IndexUpdateMethod string `json:"indexUpdateMethod,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Indexes. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. See https://goo.gl/xmQnxf for more information and examples
	// of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: An additional information about the Index; the schema of
	// the metadata can be found in metadata_schema.
	Metadata interface{} `json:"metadata,omitempty"`

	// MetadataSchemaUri: Immutable. Points to a YAML file stored on Google
	// Cloud Storage describing additional information about the Index, that
	// is specific to it. Unset if the Index does not have any additional
	// information. The schema is defined as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// Note: The URI given on output will be immutable and probably
	// different, including the URI scheme, than the one given on input. The
	// output URI will point to a location where the user only has a read
	// access.
	MetadataSchemaUri string `json:"metadataSchemaUri,omitempty"`

	// Name: Output only. The resource name of the Index.
	Name string `json:"name,omitempty"`

	// UpdateTime: Output only. Timestamp when this Index was most recently
	// updated. This also includes any update to the contents of the Index.
	// Note that Operations working on this Index may have their
	// Operations.metadata.generic_metadata.update_time a little after the
	// value of this timestamp, yet that does not mean their results are not
	// already reflected in the Index. Result of any successfully completed
	// Operation on the Index is reflected in it.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Index: A representation of a collection of database items organized in a way that allows for approximate nearest neighbor (a.k.a ANN) algorithms search.

func (*GoogleCloudAiplatformV1Index) MarshalJSON 

func (s *GoogleCloudAiplatformV1Index) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IndexDatapoint 

type GoogleCloudAiplatformV1IndexDatapoint struct {
	// CrowdingTag: Optional. CrowdingTag of the datapoint, the number of
	// neighbors to return in each crowding can be configured during query.
	CrowdingTag *GoogleCloudAiplatformV1IndexDatapointCrowdingTag `json:"crowdingTag,omitempty"`

	// DatapointId: Required. Unique identifier of the datapoint.
	DatapointId string `json:"datapointId,omitempty"`

	// FeatureVector: Required. Feature embedding vector. An array of
	// numbers with the length of [NearestNeighborSearchConfig.dimensions].
	FeatureVector []float64 `json:"featureVector,omitempty"`

	// NumericRestricts: Optional. List of Restrict of the datapoint, used
	// to perform "restricted searches" where boolean rule are used to
	// filter the subset of the database eligible for matching. This uses
	// numeric comparisons.
	NumericRestricts []*GoogleCloudAiplatformV1IndexDatapointNumericRestriction `json:"numericRestricts,omitempty"`

	// Restricts: Optional. List of Restrict of the datapoint, used to
	// perform "restricted searches" where boolean rule are used to filter
	// the subset of the database eligible for matching. This uses
	// categorical tokens. See:
	// https://cloud.google.com/vertex-ai/docs/matching-engine/filtering
	Restricts []*GoogleCloudAiplatformV1IndexDatapointRestriction `json:"restricts,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CrowdingTag") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CrowdingTag") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexDatapoint: A datapoint of Index.

func (*GoogleCloudAiplatformV1IndexDatapoint) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapoint) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1IndexDatapoint) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapoint) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1IndexDatapointCrowdingTag 

type GoogleCloudAiplatformV1IndexDatapointCrowdingTag struct {
	// CrowdingAttribute: The attribute value used for crowding. The maximum
	// number of neighbors to return per crowding attribute value
	// (per_crowding_attribute_num_neighbors) is configured per-query. This
	// field is ignored if per_crowding_attribute_num_neighbors is larger
	// than the total number of neighbors to return for a given query.
	CrowdingAttribute string `json:"crowdingAttribute,omitempty"`

	// ForceSendFields is a list of field names (e.g. "CrowdingAttribute")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CrowdingAttribute") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexDatapointCrowdingTag: Crowding tag is a constraint on a neighbor list produced by nearest neighbor search requiring that no more than some value k' of the k neighbors returned have the same value of crowding_attribute.

func (*GoogleCloudAiplatformV1IndexDatapointCrowdingTag) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapointCrowdingTag) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IndexDatapointNumericRestriction 

type GoogleCloudAiplatformV1IndexDatapointNumericRestriction struct {
	// Namespace: The namespace of this restriction. e.g.: cost.
	Namespace string `json:"namespace,omitempty"`

	// Op: This MUST be specified for queries and must NOT be specified for
	// datapoints.
	//
	// Possible values:
	//   "OPERATOR_UNSPECIFIED" - Default value of the enum.
	//   "LESS" - Datapoints are eligible iff their value is < the query's.
	//   "LESS_EQUAL" - Datapoints are eligible iff their value is <= the
	// query's.
	//   "EQUAL" - Datapoints are eligible iff their value is == the
	// query's.
	//   "GREATER_EQUAL" - Datapoints are eligible iff their value is >= the
	// query's.
	//   "GREATER" - Datapoints are eligible iff their value is > the
	// query's.
	//   "NOT_EQUAL" - Datapoints are eligible iff their value is != the
	// query's.
	Op string `json:"op,omitempty"`

	// ValueDouble: Represents 64 bit float.
	ValueDouble float64 `json:"valueDouble,omitempty"`

	// ValueFloat: Represents 32 bit float.
	ValueFloat float64 `json:"valueFloat,omitempty"`

	// ValueInt: Represents 64 bit integer.
	ValueInt int64 `json:"valueInt,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "Namespace") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Namespace") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexDatapointNumericRestriction: This field allows restricts to be based on numeric comparisons rather than categorical tokens.

func (*GoogleCloudAiplatformV1IndexDatapointNumericRestriction) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapointNumericRestriction) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1IndexDatapointNumericRestriction) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapointNumericRestriction) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1IndexDatapointRestriction 

type GoogleCloudAiplatformV1IndexDatapointRestriction struct {
	// AllowList: The attributes to allow in this namespace. e.g.: 'red'
	AllowList []string `json:"allowList,omitempty"`

	// DenyList: The attributes to deny in this namespace. e.g.: 'blue'
	DenyList []string `json:"denyList,omitempty"`

	// Namespace: The namespace of this restriction. e.g.: color.
	Namespace string `json:"namespace,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AllowList") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AllowList") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexDatapointRestriction: Restriction of a datapoint which describe its attributes(tokens) from each of several attribute categories(namespaces).

func (*GoogleCloudAiplatformV1IndexDatapointRestriction) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexDatapointRestriction) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IndexEndpoint 

type GoogleCloudAiplatformV1IndexEndpoint struct {
	// CreateTime: Output only. Timestamp when this IndexEndpoint was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DeployedIndexes: Output only. The indexes deployed in this endpoint.
	DeployedIndexes []*GoogleCloudAiplatformV1DeployedIndex `json:"deployedIndexes,omitempty"`

	// Description: The description of the IndexEndpoint.
	Description string `json:"description,omitempty"`

	// DisplayName: Required. The display name of the IndexEndpoint. The
	// name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `json:"displayName,omitempty"`

	// EnablePrivateServiceConnect: Optional. Deprecated: If true, expose
	// the IndexEndpoint via private service connect. Only one of the
	// fields, network or enable_private_service_connect, can be set.
	EnablePrivateServiceConnect bool `json:"enablePrivateServiceConnect,omitempty"`

	// EncryptionSpec: Immutable. Customer-managed encryption key spec for
	// an IndexEndpoint. If set, this IndexEndpoint and all sub-resources of
	// this IndexEndpoint will be secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// IndexEndpoints. Label keys and values can be no longer than 64
	// characters (Unicode codepoints), can only contain lowercase letters,
	// numeric characters, underscores and dashes. International characters
	// are allowed. See https://goo.gl/xmQnxf for more information and
	// examples of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// Name: Output only. The resource name of the IndexEndpoint.
	Name string `json:"name,omitempty"`

	// Network: Optional. The full name of the Google Compute Engine network
	// (https://cloud.google.com/compute/docs/networks-and-firewalls#networks)
	// to which the IndexEndpoint should be peered. Private services access
	// must already be configured for the network. If left unspecified, the
	// Endpoint is not peered with any network. network and
	// private_service_connect_config are mutually exclusive. Format
	// (https://cloud.google.com/compute/docs/reference/rest/v1/networks/insert):
	// `projects/{project}/global/networks/{network}`. Where {project} is a
	// project number, as in '12345', and {network} is network name.
	Network string `json:"network,omitempty"`

	// PrivateServiceConnectConfig: Optional. Configuration for private
	// service connect. network and private_service_connect_config are
	// mutually exclusive.
	PrivateServiceConnectConfig *GoogleCloudAiplatformV1PrivateServiceConnectConfig `json:"privateServiceConnectConfig,omitempty"`

	// PublicEndpointDomainName: Output only. If public_endpoint_enabled is
	// true, this field will be populated with the domain name to use for
	// this index endpoint.
	PublicEndpointDomainName string `json:"publicEndpointDomainName,omitempty"`

	// PublicEndpointEnabled: Optional. If true, the deployed index will be
	// accessible through public endpoint.
	PublicEndpointEnabled bool `json:"publicEndpointEnabled,omitempty"`

	// UpdateTime: Output only. Timestamp when this IndexEndpoint was last
	// updated. This timestamp is not updated when the endpoint's
	// DeployedIndexes are updated, e.g. due to updates of the original
	// Indexes they are the deployments of.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexEndpoint: Indexes are deployed into it. An IndexEndpoint can have multiple DeployedIndexes.

func (*GoogleCloudAiplatformV1IndexEndpoint) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexEndpoint) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IndexPrivateEndpoints 

type GoogleCloudAiplatformV1IndexPrivateEndpoints struct {
	// MatchGrpcAddress: Output only. The ip address used to send match gRPC
	// requests.
	MatchGrpcAddress string `json:"matchGrpcAddress,omitempty"`

	// PscAutomatedEndpoints: Output only. PscAutomatedEndpoints is
	// populated if private service connect is enabled if PscAutomatedConfig
	// is set.
	PscAutomatedEndpoints []*GoogleCloudAiplatformV1PscAutomatedEndpoints `json:"pscAutomatedEndpoints,omitempty"`

	// ServiceAttachment: Output only. The name of the service attachment
	// resource. Populated if private service connect is enabled.
	ServiceAttachment string `json:"serviceAttachment,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MatchGrpcAddress") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MatchGrpcAddress") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexPrivateEndpoints: IndexPrivateEndpoints proto is used to provide paths for users to send requests via private endpoints (e.g. private service access, private service connect). To send request via private service access, use match_grpc_address. To send request via private service connect, use service_attachment.

func (*GoogleCloudAiplatformV1IndexPrivateEndpoints) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexPrivateEndpoints) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IndexStats 

type GoogleCloudAiplatformV1IndexStats struct {
	// ShardsCount: Output only. The number of shards in the Index.
	ShardsCount int64 `json:"shardsCount,omitempty"`

	// VectorsCount: Output only. The number of vectors in the Index.
	VectorsCount int64 `json:"vectorsCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "ShardsCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ShardsCount") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IndexStats: Stats of the Index.

func (*GoogleCloudAiplatformV1IndexStats) MarshalJSON 

func (s *GoogleCloudAiplatformV1IndexStats) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1InputDataConfig 

type GoogleCloudAiplatformV1InputDataConfig struct {
	// AnnotationSchemaUri: Applicable only to custom training with Datasets
	// that have DataItems and Annotations. Cloud Storage URI that points to
	// a YAML file describing the annotation schema. The schema is defined
	// as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// The schema files that can be used here are found in
	// gs://google-cloud-aiplatform/schema/dataset/annotation/ , note that
	// the chosen schema must be consistent with metadata of the Dataset
	// specified by dataset_id. Only Annotations that both match this schema
	// and belong to DataItems not ignored by the split method are used in
	// respectively training, validation or test role, depending on the role
	// of the DataItem they are on. When used in conjunction with
	// annotations_filter, the Annotations used for training are filtered by
	// both annotations_filter and annotation_schema_uri.
	AnnotationSchemaUri string `json:"annotationSchemaUri,omitempty"`

	// AnnotationsFilter: Applicable only to Datasets that have DataItems
	// and Annotations. A filter on Annotations of the Dataset. Only
	// Annotations that both match this filter and belong to DataItems not
	// ignored by the split method are used in respectively training,
	// validation or test role, depending on the role of the DataItem they
	// are on (for the auto-assigned that role is decided by Vertex AI). A
	// filter with same syntax as the one used in ListAnnotations may be
	// used, but note here it filters across all Annotations of the Dataset,
	// and not just within a single DataItem.
	AnnotationsFilter string `json:"annotationsFilter,omitempty"`

	// BigqueryDestination: Only applicable to custom training with tabular
	// Dataset with BigQuery source. The BigQuery project location where the
	// training data is to be written to. In the given project a new dataset
	// is created with name `dataset___` where timestamp is in
	// YYYY_MM_DDThh_mm_ss_sssZ format. All training input data is written
	// into that dataset. In the dataset three tables are created,
	// `training`, `validation` and `test`. * AIP_DATA_FORMAT = "bigquery".
	// * AIP_TRAINING_DATA_URI = "bigquery_destination.dataset___.training"
	// * AIP_VALIDATION_DATA_URI =
	// "bigquery_destination.dataset___.validation" * AIP_TEST_DATA_URI =
	// "bigquery_destination.dataset___.test"
	BigqueryDestination *GoogleCloudAiplatformV1BigQueryDestination `json:"bigqueryDestination,omitempty"`

	// DatasetId: Required. The ID of the Dataset in the same Project and
	// Location which data will be used to train the Model. The Dataset must
	// use schema compatible with Model being trained, and what is
	// compatible should be described in the used TrainingPipeline's
	// training_task_definition. For tabular Datasets, all their data is
	// exported to training, to pick and choose from.
	DatasetId string `json:"datasetId,omitempty"`

	// FilterSplit: Split based on the provided filters for each set.
	FilterSplit *GoogleCloudAiplatformV1FilterSplit `json:"filterSplit,omitempty"`

	// FractionSplit: Split based on fractions defining the size of each
	// set.
	FractionSplit *GoogleCloudAiplatformV1FractionSplit `json:"fractionSplit,omitempty"`

	// GcsDestination: The Cloud Storage location where the training data is
	// to be written to. In the given directory a new directory is created
	// with name: `dataset---` where timestamp is in
	// YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format. All training input data is
	// written into that directory. The Vertex AI environment variables
	// representing Cloud Storage data URIs are represented in the Cloud
	// Storage wildcard format to support sharded data. e.g.:
	// "gs://.../training-*.jsonl" * AIP_DATA_FORMAT = "jsonl" for
	// non-tabular data, "csv" for tabular data * AIP_TRAINING_DATA_URI =
	// "gcs_destination/dataset---/training-*.${AIP_DATA_FORMAT}" *
	// AIP_VALIDATION_DATA_URI =
	// "gcs_destination/dataset---/validation-*.${AIP_DATA_FORMAT}" *
	// AIP_TEST_DATA_URI =
	// "gcs_destination/dataset---/test-*.${AIP_DATA_FORMAT}"
	GcsDestination *GoogleCloudAiplatformV1GcsDestination `json:"gcsDestination,omitempty"`

	// PersistMlUseAssignment: Whether to persist the ML use assignment to
	// data item system labels.
	PersistMlUseAssignment bool `json:"persistMlUseAssignment,omitempty"`

	// PredefinedSplit: Supported only for tabular Datasets. Split based on
	// a predefined key.
	PredefinedSplit *GoogleCloudAiplatformV1PredefinedSplit `json:"predefinedSplit,omitempty"`

	// SavedQueryId: Only applicable to Datasets that have SavedQueries. The
	// ID of a SavedQuery (annotation set) under the Dataset specified by
	// dataset_id used for filtering Annotations for training. Only
	// Annotations that are associated with this SavedQuery are used in
	// respectively training. When used in conjunction with
	// annotations_filter, the Annotations used for training are filtered by
	// both saved_query_id and annotations_filter. Only one of
	// saved_query_id and annotation_schema_uri should be specified as both
	// of them represent the same thing: problem type.
	SavedQueryId string `json:"savedQueryId,omitempty"`

	// StratifiedSplit: Supported only for tabular Datasets. Split based on
	// the distribution of the specified column.
	StratifiedSplit *GoogleCloudAiplatformV1StratifiedSplit `json:"stratifiedSplit,omitempty"`

	// TimestampSplit: Supported only for tabular Datasets. Split based on
	// the timestamp of the input data pieces.
	TimestampSplit *GoogleCloudAiplatformV1TimestampSplit `json:"timestampSplit,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotationSchemaUri")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationSchemaUri") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1InputDataConfig: Specifies Vertex AI owned input data to be used for training, and possibly evaluating, the Model.

func (*GoogleCloudAiplatformV1InputDataConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1InputDataConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Int64Array 

type GoogleCloudAiplatformV1Int64Array struct {
	// Values: A list of int64 values.
	Values googleapi.Int64s `json:"values,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Values") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Values") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Int64Array: A list of int64 values.

func (*GoogleCloudAiplatformV1Int64Array) MarshalJSON 

func (s *GoogleCloudAiplatformV1Int64Array) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1IntegratedGradientsAttribution 

type GoogleCloudAiplatformV1IntegratedGradientsAttribution struct {
	// BlurBaselineConfig: Config for IG with blur baseline. When enabled, a
	// linear path from the maximally blurred image to the input image is
	// created. Using a blurred baseline instead of zero (black image) is
	// motivated by the BlurIG approach explained here:
	// https://arxiv.org/abs/2004.03383
	BlurBaselineConfig *GoogleCloudAiplatformV1BlurBaselineConfig `json:"blurBaselineConfig,omitempty"`

	// SmoothGradConfig: Config for SmoothGrad approximation of gradients.
	// When enabled, the gradients are approximated by averaging the
	// gradients from noisy samples in the vicinity of the inputs. Adding
	// noise can help improve the computed gradients. Refer to this paper
	// for more details: https://arxiv.org/pdf/1706.03825.pdf
	SmoothGradConfig *GoogleCloudAiplatformV1SmoothGradConfig `json:"smoothGradConfig,omitempty"`

	// StepCount: Required. The number of steps for approximating the path
	// integral. A good value to start is 50 and gradually increase until
	// the sum to diff property is within the desired error range. Valid
	// range of its value is [1, 100], inclusively.
	StepCount int64 `json:"stepCount,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BlurBaselineConfig")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BlurBaselineConfig") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1IntegratedGradientsAttribution: An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

func (*GoogleCloudAiplatformV1IntegratedGradientsAttribution) MarshalJSON 

func (s *GoogleCloudAiplatformV1IntegratedGradientsAttribution) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1LargeModelReference 

type GoogleCloudAiplatformV1LargeModelReference struct {
	// Name: Required. The unique name of the large Foundation or pre-built
	// model. Like "chat-bison", "text-bison". Or model name with version
	// ID, like "chat-bison@001", "text-bison@005", etc.
	Name string `json:"name,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Name") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Name") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1LargeModelReference: Contains information about the Large Model.

func (*GoogleCloudAiplatformV1LargeModelReference) MarshalJSON 

func (s *GoogleCloudAiplatformV1LargeModelReference) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1LineageSubgraph 

type GoogleCloudAiplatformV1LineageSubgraph struct {
	// Artifacts: The Artifact nodes in the subgraph.
	Artifacts []*GoogleCloudAiplatformV1Artifact `json:"artifacts,omitempty"`

	// Events: The Event edges between Artifacts and Executions in the
	// subgraph.
	Events []*GoogleCloudAiplatformV1Event `json:"events,omitempty"`

	// Executions: The Execution nodes in the subgraph.
	Executions []*GoogleCloudAiplatformV1Execution `json:"executions,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Artifacts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Artifacts") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1LineageSubgraph: A subgraph of the overall lineage graph. Event edges connect Artifact and Execution nodes.

func (*GoogleCloudAiplatformV1LineageSubgraph) MarshalJSON 

func (s *GoogleCloudAiplatformV1LineageSubgraph) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListAnnotationsResponse 

type GoogleCloudAiplatformV1ListAnnotationsResponse struct {
	// Annotations: A list of Annotations that matches the specified filter
	// in the request.
	Annotations []*GoogleCloudAiplatformV1Annotation `json:"annotations,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Annotations") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Annotations") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListAnnotationsResponse: Response message for DatasetService.ListAnnotations.

func (*GoogleCloudAiplatformV1ListAnnotationsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListAnnotationsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListArtifactsResponse 

type GoogleCloudAiplatformV1ListArtifactsResponse struct {
	// Artifacts: The Artifacts retrieved from the MetadataStore.
	Artifacts []*GoogleCloudAiplatformV1Artifact `json:"artifacts,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListArtifactsRequest.page_token to retrieve the next page. If this
	// field is not populated, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Artifacts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Artifacts") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListArtifactsResponse: Response message for MetadataService.ListArtifacts.

func (*GoogleCloudAiplatformV1ListArtifactsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListArtifactsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListBatchPredictionJobsResponse 

type GoogleCloudAiplatformV1ListBatchPredictionJobsResponse struct {
	// BatchPredictionJobs: List of BatchPredictionJobs in the requested
	// page.
	BatchPredictionJobs []*GoogleCloudAiplatformV1BatchPredictionJob `json:"batchPredictionJobs,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListBatchPredictionJobsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "BatchPredictionJobs")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BatchPredictionJobs") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListBatchPredictionJobsResponse: Response message for JobService.ListBatchPredictionJobs

func (*GoogleCloudAiplatformV1ListBatchPredictionJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListBatchPredictionJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListContextsResponse 

type GoogleCloudAiplatformV1ListContextsResponse struct {
	// Contexts: The Contexts retrieved from the MetadataStore.
	Contexts []*GoogleCloudAiplatformV1Context `json:"contexts,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListContextsRequest.page_token to retrieve the next page. If this
	// field is not populated, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Contexts") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Contexts") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListContextsResponse: Response message for MetadataService.ListContexts.

func (*GoogleCloudAiplatformV1ListContextsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListContextsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListCustomJobsResponse 

type GoogleCloudAiplatformV1ListCustomJobsResponse struct {
	// CustomJobs: List of CustomJobs in the requested page.
	CustomJobs []*GoogleCloudAiplatformV1CustomJob `json:"customJobs,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListCustomJobsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CustomJobs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CustomJobs") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListCustomJobsResponse: Response message for JobService.ListCustomJobs

func (*GoogleCloudAiplatformV1ListCustomJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListCustomJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListDataItemsResponse 

type GoogleCloudAiplatformV1ListDataItemsResponse struct {
	// DataItems: A list of DataItems that matches the specified filter in
	// the request.
	DataItems []*GoogleCloudAiplatformV1DataItem `json:"dataItems,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "DataItems") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataItems") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListDataItemsResponse: Response message for DatasetService.ListDataItems.

func (*GoogleCloudAiplatformV1ListDataItemsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListDataItemsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListDataLabelingJobsResponse 

type GoogleCloudAiplatformV1ListDataLabelingJobsResponse struct {
	// DataLabelingJobs: A list of DataLabelingJobs that matches the
	// specified filter in the request.
	DataLabelingJobs []*GoogleCloudAiplatformV1DataLabelingJob `json:"dataLabelingJobs,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "DataLabelingJobs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DataLabelingJobs") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListDataLabelingJobsResponse: Response message for JobService.ListDataLabelingJobs.

func (*GoogleCloudAiplatformV1ListDataLabelingJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListDataLabelingJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListDatasetVersionsResponse 

type GoogleCloudAiplatformV1ListDatasetVersionsResponse struct {
	// DatasetVersions: A list of DatasetVersions that matches the specified
	// filter in the request.
	DatasetVersions []*GoogleCloudAiplatformV1DatasetVersion `json:"datasetVersions,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "DatasetVersions") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DatasetVersions") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListDatasetVersionsResponse: Response message for DatasetService.ListDatasetVersions.

func (*GoogleCloudAiplatformV1ListDatasetVersionsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListDatasetVersionsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListDatasetsResponse 

type GoogleCloudAiplatformV1ListDatasetsResponse struct {
	// Datasets: A list of Datasets that matches the specified filter in the
	// request.
	Datasets []*GoogleCloudAiplatformV1Dataset `json:"datasets,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Datasets") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Datasets") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListDatasetsResponse: Response message for DatasetService.ListDatasets.

func (*GoogleCloudAiplatformV1ListDatasetsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListDatasetsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListDeploymentResourcePoolsResponse 

type GoogleCloudAiplatformV1ListDeploymentResourcePoolsResponse struct {
	// DeploymentResourcePools: The DeploymentResourcePools from the
	// specified location.
	DeploymentResourcePools []*GoogleCloudAiplatformV1DeploymentResourcePool `json:"deploymentResourcePools,omitempty"`

	// NextPageToken: A token, which can be sent as `page_token` to retrieve
	// the next page. If this field is omitted, there are no subsequent
	// pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "DeploymentResourcePools") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeploymentResourcePools")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListDeploymentResourcePoolsResponse: Response message for ListDeploymentResourcePools method.

func (*GoogleCloudAiplatformV1ListDeploymentResourcePoolsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListDeploymentResourcePoolsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListEndpointsResponse 

type GoogleCloudAiplatformV1ListEndpointsResponse struct {
	// Endpoints: List of Endpoints in the requested page.
	Endpoints []*GoogleCloudAiplatformV1Endpoint `json:"endpoints,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListEndpointsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Endpoints") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Endpoints") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListEndpointsResponse: Response message for EndpointService.ListEndpoints.

func (*GoogleCloudAiplatformV1ListEndpointsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListEndpointsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListEntityTypesResponse 

type GoogleCloudAiplatformV1ListEntityTypesResponse struct {
	// EntityTypes: The EntityTypes matching the request.
	EntityTypes []*GoogleCloudAiplatformV1EntityType `json:"entityTypes,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListEntityTypesRequest.page_token to retrieve the next page. If this
	// field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "EntityTypes") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EntityTypes") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListEntityTypesResponse: Response message for FeaturestoreService.ListEntityTypes.

func (*GoogleCloudAiplatformV1ListEntityTypesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListEntityTypesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListExecutionsResponse 

type GoogleCloudAiplatformV1ListExecutionsResponse struct {
	// Executions: The Executions retrieved from the MetadataStore.
	Executions []*GoogleCloudAiplatformV1Execution `json:"executions,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListExecutionsRequest.page_token to retrieve the next page. If this
	// field is not populated, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Executions") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Executions") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListExecutionsResponse: Response message for MetadataService.ListExecutions.

func (*GoogleCloudAiplatformV1ListExecutionsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListExecutionsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeatureGroupsResponse 

type GoogleCloudAiplatformV1ListFeatureGroupsResponse struct {
	// FeatureGroups: The FeatureGroups matching the request.
	FeatureGroups []*GoogleCloudAiplatformV1FeatureGroup `json:"featureGroups,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeatureGroupsRequest.page_token to retrieve the next page. If
	// this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "FeatureGroups") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureGroups") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeatureGroupsResponse: Response message for FeatureRegistryService.ListFeatureGroups.

func (*GoogleCloudAiplatformV1ListFeatureGroupsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeatureGroupsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeatureOnlineStoresResponse 

type GoogleCloudAiplatformV1ListFeatureOnlineStoresResponse struct {
	// FeatureOnlineStores: The FeatureOnlineStores matching the request.
	FeatureOnlineStores []*GoogleCloudAiplatformV1FeatureOnlineStore `json:"featureOnlineStores,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeatureOnlineStoresRequest.page_token to retrieve the next page.
	// If this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "FeatureOnlineStores")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureOnlineStores") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeatureOnlineStoresResponse: Response message for FeatureOnlineStoreAdminService.ListFeatureOnlineStores.

func (*GoogleCloudAiplatformV1ListFeatureOnlineStoresResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeatureOnlineStoresResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeatureViewSyncsResponse 

type GoogleCloudAiplatformV1ListFeatureViewSyncsResponse struct {
	// FeatureViewSyncs: The FeatureViewSyncs matching the request.
	FeatureViewSyncs []*GoogleCloudAiplatformV1FeatureViewSync `json:"featureViewSyncs,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeatureViewSyncsRequest.page_token to retrieve the next page. If
	// this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "FeatureViewSyncs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureViewSyncs") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeatureViewSyncsResponse: Response message for FeatureOnlineStoreAdminService.ListFeatureViewSyncs.

func (*GoogleCloudAiplatformV1ListFeatureViewSyncsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeatureViewSyncsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeatureViewsResponse 

type GoogleCloudAiplatformV1ListFeatureViewsResponse struct {
	// FeatureViews: The FeatureViews matching the request.
	FeatureViews []*GoogleCloudAiplatformV1FeatureView `json:"featureViews,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeatureViewsRequest.page_token to retrieve the next page. If this
	// field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "FeatureViews") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureViews") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeatureViewsResponse: Response message for FeatureOnlineStoreAdminService.ListFeatureViews.

func (*GoogleCloudAiplatformV1ListFeatureViewsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeatureViewsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeaturesResponse 

type GoogleCloudAiplatformV1ListFeaturesResponse struct {
	// Features: The Features matching the request.
	Features []*GoogleCloudAiplatformV1Feature `json:"features,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeaturesRequest.page_token to retrieve the next page. If this
	// field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Features") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Features") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeaturesResponse: Response message for FeaturestoreService.ListFeatures. Response message for FeatureRegistryService.ListFeatures.

func (*GoogleCloudAiplatformV1ListFeaturesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeaturesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListFeaturestoresResponse 

type GoogleCloudAiplatformV1ListFeaturestoresResponse struct {
	// Featurestores: The Featurestores matching the request.
	Featurestores []*GoogleCloudAiplatformV1Featurestore `json:"featurestores,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListFeaturestoresRequest.page_token to retrieve the next page. If
	// this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Featurestores") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Featurestores") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListFeaturestoresResponse: Response message for FeaturestoreService.ListFeaturestores.

func (*GoogleCloudAiplatformV1ListFeaturestoresResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListFeaturestoresResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListHyperparameterTuningJobsResponse 

type GoogleCloudAiplatformV1ListHyperparameterTuningJobsResponse struct {
	// HyperparameterTuningJobs: List of HyperparameterTuningJobs in the
	// requested page. HyperparameterTuningJob.trials of the jobs will be
	// not be returned.
	HyperparameterTuningJobs []*GoogleCloudAiplatformV1HyperparameterTuningJob `json:"hyperparameterTuningJobs,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListHyperparameterTuningJobsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "HyperparameterTuningJobs") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "HyperparameterTuningJobs")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListHyperparameterTuningJobsResponse: Response message for JobService.ListHyperparameterTuningJobs

func (*GoogleCloudAiplatformV1ListHyperparameterTuningJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListHyperparameterTuningJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListIndexEndpointsResponse 

type GoogleCloudAiplatformV1ListIndexEndpointsResponse struct {
	// IndexEndpoints: List of IndexEndpoints in the requested page.
	IndexEndpoints []*GoogleCloudAiplatformV1IndexEndpoint `json:"indexEndpoints,omitempty"`

	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListIndexEndpointsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "IndexEndpoints") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "IndexEndpoints") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListIndexEndpointsResponse: Response message for IndexEndpointService.ListIndexEndpoints.

func (*GoogleCloudAiplatformV1ListIndexEndpointsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListIndexEndpointsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListIndexesResponse 

type GoogleCloudAiplatformV1ListIndexesResponse struct {
	// Indexes: List of indexes in the requested page.
	Indexes []*GoogleCloudAiplatformV1Index `json:"indexes,omitempty"`

	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListIndexesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Indexes") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Indexes") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListIndexesResponse: Response message for IndexService.ListIndexes.

func (*GoogleCloudAiplatformV1ListIndexesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListIndexesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListMetadataSchemasResponse 

type GoogleCloudAiplatformV1ListMetadataSchemasResponse struct {
	// MetadataSchemas: The MetadataSchemas found for the MetadataStore.
	MetadataSchemas []*GoogleCloudAiplatformV1MetadataSchema `json:"metadataSchemas,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListMetadataSchemasRequest.page_token to retrieve the next page. If
	// this field is not populated, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "MetadataSchemas") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MetadataSchemas") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListMetadataSchemasResponse: Response message for MetadataService.ListMetadataSchemas.

func (*GoogleCloudAiplatformV1ListMetadataSchemasResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListMetadataSchemasResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListMetadataStoresResponse 

type GoogleCloudAiplatformV1ListMetadataStoresResponse struct {
	// MetadataStores: The MetadataStores found for the Location.
	MetadataStores []*GoogleCloudAiplatformV1MetadataStore `json:"metadataStores,omitempty"`

	// NextPageToken: A token, which can be sent as
	// ListMetadataStoresRequest.page_token to retrieve the next page. If
	// this field is not populated, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "MetadataStores") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MetadataStores") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListMetadataStoresResponse: Response message for MetadataService.ListMetadataStores.

func (*GoogleCloudAiplatformV1ListMetadataStoresResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListMetadataStoresResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse 

type GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse struct {
	// ModelDeploymentMonitoringJobs: A list of
	// ModelDeploymentMonitoringJobs that matches the specified filter in
	// the request.
	ModelDeploymentMonitoringJobs []*GoogleCloudAiplatformV1ModelDeploymentMonitoringJob `json:"modelDeploymentMonitoringJobs,omitempty"`

	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "ModelDeploymentMonitoringJobs") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "ModelDeploymentMonitoringJobs") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse: Response message for JobService.ListModelDeploymentMonitoringJobs.

func (*GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListModelEvaluationSlicesResponse 

type GoogleCloudAiplatformV1ListModelEvaluationSlicesResponse struct {
	// ModelEvaluationSlices: List of ModelEvaluations in the requested
	// page.
	ModelEvaluationSlices []*GoogleCloudAiplatformV1ModelEvaluationSlice `json:"modelEvaluationSlices,omitempty"`

	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListModelEvaluationSlicesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "ModelEvaluationSlices") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ModelEvaluationSlices") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListModelEvaluationSlicesResponse: Response message for ModelService.ListModelEvaluationSlices.

func (*GoogleCloudAiplatformV1ListModelEvaluationSlicesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListModelEvaluationSlicesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListModelEvaluationsResponse 

type GoogleCloudAiplatformV1ListModelEvaluationsResponse struct {
	// ModelEvaluations: List of ModelEvaluations in the requested page.
	ModelEvaluations []*GoogleCloudAiplatformV1ModelEvaluation `json:"modelEvaluations,omitempty"`

	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListModelEvaluationsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "ModelEvaluations") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ModelEvaluations") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListModelEvaluationsResponse: Response message for ModelService.ListModelEvaluations.

func (*GoogleCloudAiplatformV1ListModelEvaluationsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListModelEvaluationsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListModelVersionsResponse 

type GoogleCloudAiplatformV1ListModelVersionsResponse struct {
	// Models: List of Model versions in the requested page. In the returned
	// Model name field, version ID instead of regvision tag will be
	// included.
	Models []*GoogleCloudAiplatformV1Model `json:"models,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListModelVersionsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Models") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Models") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListModelVersionsResponse: Response message for ModelService.ListModelVersions

func (*GoogleCloudAiplatformV1ListModelVersionsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListModelVersionsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListModelsResponse 

type GoogleCloudAiplatformV1ListModelsResponse struct {
	// Models: List of Models in the requested page.
	Models []*GoogleCloudAiplatformV1Model `json:"models,omitempty"`

	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListModelsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "Models") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Models") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListModelsResponse: Response message for ModelService.ListModels

func (*GoogleCloudAiplatformV1ListModelsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListModelsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListNasJobsResponse 

type GoogleCloudAiplatformV1ListNasJobsResponse struct {
	// NasJobs: List of NasJobs in the requested page. NasJob.nas_job_output
	// of the jobs will not be returned.
	NasJobs []*GoogleCloudAiplatformV1NasJob `json:"nasJobs,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListNasJobsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NasJobs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NasJobs") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListNasJobsResponse: Response message for JobService.ListNasJobs

func (*GoogleCloudAiplatformV1ListNasJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListNasJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListNasTrialDetailsResponse 

type GoogleCloudAiplatformV1ListNasTrialDetailsResponse struct {
	// NasTrialDetails: List of top NasTrials in the requested page.
	NasTrialDetails []*GoogleCloudAiplatformV1NasTrialDetail `json:"nasTrialDetails,omitempty"`

	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListNasTrialDetailsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NasTrialDetails") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NasTrialDetails") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListNasTrialDetailsResponse: Response message for JobService.ListNasTrialDetails

func (*GoogleCloudAiplatformV1ListNasTrialDetailsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListNasTrialDetailsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListNotebookRuntimeTemplatesResponse 

type GoogleCloudAiplatformV1ListNotebookRuntimeTemplatesResponse struct {
	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListNotebookRuntimeTemplatesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// NotebookRuntimeTemplates: List of NotebookRuntimeTemplates in the
	// requested page.
	NotebookRuntimeTemplates []*GoogleCloudAiplatformV1NotebookRuntimeTemplate `json:"notebookRuntimeTemplates,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListNotebookRuntimeTemplatesResponse: Response message for NotebookService.ListNotebookRuntimeTemplates.

func (*GoogleCloudAiplatformV1ListNotebookRuntimeTemplatesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListNotebookRuntimeTemplatesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListNotebookRuntimesResponse 

type GoogleCloudAiplatformV1ListNotebookRuntimesResponse struct {
	// NextPageToken: A token to retrieve next page of results. Pass to
	// ListNotebookRuntimesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// NotebookRuntimes: List of NotebookRuntimes in the requested page.
	NotebookRuntimes []*GoogleCloudAiplatformV1NotebookRuntime `json:"notebookRuntimes,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListNotebookRuntimesResponse: Response message for NotebookService.ListNotebookRuntimes.

func (*GoogleCloudAiplatformV1ListNotebookRuntimesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListNotebookRuntimesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListOptimalTrialsRequest 

type GoogleCloudAiplatformV1ListOptimalTrialsRequest struct {
}

GoogleCloudAiplatformV1ListOptimalTrialsRequest: Request message for VizierService.ListOptimalTrials.

type GoogleCloudAiplatformV1ListOptimalTrialsResponse 

type GoogleCloudAiplatformV1ListOptimalTrialsResponse struct {
	// OptimalTrials: The pareto-optimal Trials for multiple objective Study
	// or the optimal trial for single objective Study. The definition of
	// pareto-optimal can be checked in wiki page.
	// https://en.wikipedia.org/wiki/Pareto_efficiency
	OptimalTrials []*GoogleCloudAiplatformV1Trial `json:"optimalTrials,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "OptimalTrials") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "OptimalTrials") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListOptimalTrialsResponse: Response message for VizierService.ListOptimalTrials.

func (*GoogleCloudAiplatformV1ListOptimalTrialsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListOptimalTrialsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListPipelineJobsResponse 

type GoogleCloudAiplatformV1ListPipelineJobsResponse struct {
	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListPipelineJobsRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// PipelineJobs: List of PipelineJobs in the requested page.
	PipelineJobs []*GoogleCloudAiplatformV1PipelineJob `json:"pipelineJobs,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListPipelineJobsResponse: Response message for PipelineService.ListPipelineJobs

func (*GoogleCloudAiplatformV1ListPipelineJobsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListPipelineJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListSavedQueriesResponse 

type GoogleCloudAiplatformV1ListSavedQueriesResponse struct {
	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// SavedQueries: A list of SavedQueries that match the specified filter
	// in the request.
	SavedQueries []*GoogleCloudAiplatformV1SavedQuery `json:"savedQueries,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListSavedQueriesResponse: Response message for DatasetService.ListSavedQueries.

func (*GoogleCloudAiplatformV1ListSavedQueriesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListSavedQueriesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListSchedulesResponse 

type GoogleCloudAiplatformV1ListSchedulesResponse struct {
	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListSchedulesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// Schedules: List of Schedules in the requested page.
	Schedules []*GoogleCloudAiplatformV1Schedule `json:"schedules,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListSchedulesResponse: Response message for ScheduleService.ListSchedules

func (*GoogleCloudAiplatformV1ListSchedulesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListSchedulesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListSpecialistPoolsResponse 

type GoogleCloudAiplatformV1ListSpecialistPoolsResponse struct {
	// NextPageToken: The standard List next-page token.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// SpecialistPools: A list of SpecialistPools that matches the specified
	// filter in the request.
	SpecialistPools []*GoogleCloudAiplatformV1SpecialistPool `json:"specialistPools,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListSpecialistPoolsResponse: Response message for SpecialistPoolService.ListSpecialistPools.

func (*GoogleCloudAiplatformV1ListSpecialistPoolsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListSpecialistPoolsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListStudiesResponse 

type GoogleCloudAiplatformV1ListStudiesResponse struct {
	// NextPageToken: Passes this token as the `page_token` field of the
	// request for a subsequent call. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// Studies: The studies associated with the project.
	Studies []*GoogleCloudAiplatformV1Study `json:"studies,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListStudiesResponse: Response message for VizierService.ListStudies.

func (*GoogleCloudAiplatformV1ListStudiesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListStudiesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTensorboardExperimentsResponse 

type GoogleCloudAiplatformV1ListTensorboardExperimentsResponse struct {
	// NextPageToken: A token, which can be sent as
	// ListTensorboardExperimentsRequest.page_token to retrieve the next
	// page. If this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// TensorboardExperiments: The TensorboardExperiments mathching the
	// request.
	TensorboardExperiments []*GoogleCloudAiplatformV1TensorboardExperiment `json:"tensorboardExperiments,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTensorboardExperimentsResponse: Response message for TensorboardService.ListTensorboardExperiments.

func (*GoogleCloudAiplatformV1ListTensorboardExperimentsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTensorboardExperimentsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTensorboardRunsResponse 

type GoogleCloudAiplatformV1ListTensorboardRunsResponse struct {
	// NextPageToken: A token, which can be sent as
	// ListTensorboardRunsRequest.page_token to retrieve the next page. If
	// this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// TensorboardRuns: The TensorboardRuns mathching the request.
	TensorboardRuns []*GoogleCloudAiplatformV1TensorboardRun `json:"tensorboardRuns,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTensorboardRunsResponse: Response message for TensorboardService.ListTensorboardRuns.

func (*GoogleCloudAiplatformV1ListTensorboardRunsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTensorboardRunsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTensorboardTimeSeriesResponse 

type GoogleCloudAiplatformV1ListTensorboardTimeSeriesResponse struct {
	// NextPageToken: A token, which can be sent as
	// ListTensorboardTimeSeriesRequest.page_token to retrieve the next
	// page. If this field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// TensorboardTimeSeries: The TensorboardTimeSeries mathching the
	// request.
	TensorboardTimeSeries []*GoogleCloudAiplatformV1TensorboardTimeSeries `json:"tensorboardTimeSeries,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTensorboardTimeSeriesResponse: Response message for TensorboardService.ListTensorboardTimeSeries.

func (*GoogleCloudAiplatformV1ListTensorboardTimeSeriesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTensorboardTimeSeriesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTensorboardsResponse 

type GoogleCloudAiplatformV1ListTensorboardsResponse struct {
	// NextPageToken: A token, which can be sent as
	// ListTensorboardsRequest.page_token to retrieve the next page. If this
	// field is omitted, there are no subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// Tensorboards: The Tensorboards mathching the request.
	Tensorboards []*GoogleCloudAiplatformV1Tensorboard `json:"tensorboards,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTensorboardsResponse: Response message for TensorboardService.ListTensorboards.

func (*GoogleCloudAiplatformV1ListTensorboardsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTensorboardsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTrainingPipelinesResponse 

type GoogleCloudAiplatformV1ListTrainingPipelinesResponse struct {
	// NextPageToken: A token to retrieve the next page of results. Pass to
	// ListTrainingPipelinesRequest.page_token to obtain that page.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// TrainingPipelines: List of TrainingPipelines in the requested page.
	TrainingPipelines []*GoogleCloudAiplatformV1TrainingPipeline `json:"trainingPipelines,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTrainingPipelinesResponse: Response message for PipelineService.ListTrainingPipelines

func (*GoogleCloudAiplatformV1ListTrainingPipelinesResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTrainingPipelinesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ListTrialsResponse 

type GoogleCloudAiplatformV1ListTrialsResponse struct {
	// NextPageToken: Pass this token as the `page_token` field of the
	// request for a subsequent call. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `json:"nextPageToken,omitempty"`

	// Trials: The Trials associated with the Study.
	Trials []*GoogleCloudAiplatformV1Trial `json:"trials,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "NextPageToken") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "NextPageToken") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ListTrialsResponse: Response message for VizierService.ListTrials.

func (*GoogleCloudAiplatformV1ListTrialsResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1ListTrialsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1LookupStudyRequest 

type GoogleCloudAiplatformV1LookupStudyRequest struct {
	// DisplayName: Required. The user-defined display name of the Study
	DisplayName string `json:"displayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DisplayName") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DisplayName") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1LookupStudyRequest: Request message for VizierService.LookupStudy.

func (*GoogleCloudAiplatformV1LookupStudyRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1LookupStudyRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MachineSpec 

type GoogleCloudAiplatformV1MachineSpec struct {
	// AcceleratorCount: The number of accelerators to attach to the
	// machine.
	AcceleratorCount int64 `json:"acceleratorCount,omitempty"`

	// AcceleratorType: Immutable. The type of accelerator(s) that may be
	// attached to the machine as per accelerator_count.
	//
	// Possible values:
	//   "ACCELERATOR_TYPE_UNSPECIFIED" - Unspecified accelerator type,
	// which means no accelerator.
	//   "NVIDIA_TESLA_K80" - Nvidia Tesla K80 GPU.
	//   "NVIDIA_TESLA_P100" - Nvidia Tesla P100 GPU.
	//   "NVIDIA_TESLA_V100" - Nvidia Tesla V100 GPU.
	//   "NVIDIA_TESLA_P4" - Nvidia Tesla P4 GPU.
	//   "NVIDIA_TESLA_T4" - Nvidia Tesla T4 GPU.
	//   "NVIDIA_TESLA_A100" - Nvidia Tesla A100 GPU.
	//   "NVIDIA_A100_80GB" - Nvidia A100 80GB GPU.
	//   "NVIDIA_L4" - Nvidia L4 GPU.
	//   "NVIDIA_H100_80GB" - Nvidia H100 80Gb GPU.
	//   "TPU_V2" - TPU v2.
	//   "TPU_V3" - TPU v3.
	//   "TPU_V4_POD" - TPU v4.
	AcceleratorType string `json:"acceleratorType,omitempty"`

	// MachineType: Immutable. The type of the machine. See the list of
	// machine types supported for prediction
	// (https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)
	// See the list of machine types supported for custom training
	// (https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).
	// For DeployedModel this field is optional, and the default value is
	// `n1-standard-2`. For BatchPredictionJob or as part of WorkerPoolSpec
	// this field is required.
	MachineType string `json:"machineType,omitempty"`

	// TpuTopology: Immutable. The topology of the TPUs. Corresponds to the
	// TPU topologies available from GKE. (Example: tpu_topology: "2x2x1").
	TpuTopology string `json:"tpuTopology,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AcceleratorCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AcceleratorCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MachineSpec: Specification of a single machine.

func (*GoogleCloudAiplatformV1MachineSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1MachineSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ManualBatchTuningParameters 

type GoogleCloudAiplatformV1ManualBatchTuningParameters struct {
	// BatchSize: Immutable. The number of the records (e.g. instances) of
	// the operation given in each batch to a machine replica. Machine type,
	// and size of a single record should be considered when setting this
	// parameter, higher value speeds up the batch operation's execution,
	// but too high value will result in a whole batch not fitting in a
	// machine's memory, and the whole operation will fail. The default
	// value is 64.
	BatchSize int64 `json:"batchSize,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BatchSize") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BatchSize") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ManualBatchTuningParameters: Manual batch tuning parameters.

func (*GoogleCloudAiplatformV1ManualBatchTuningParameters) MarshalJSON 

func (s *GoogleCloudAiplatformV1ManualBatchTuningParameters) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Measurement 

type GoogleCloudAiplatformV1Measurement struct {
	// ElapsedDuration: Output only. Time that the Trial has been running at
	// the point of this Measurement.
	ElapsedDuration string `json:"elapsedDuration,omitempty"`

	// Metrics: Output only. A list of metrics got by evaluating the
	// objective functions using suggested Parameter values.
	Metrics []*GoogleCloudAiplatformV1MeasurementMetric `json:"metrics,omitempty"`

	// StepCount: Output only. The number of steps the machine learning
	// model has been trained for. Must be non-negative.
	StepCount int64 `json:"stepCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g. "ElapsedDuration") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ElapsedDuration") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Measurement: A message representing a Measurement of a Trial. A Measurement contains the Metrics got by executing a Trial using suggested hyperparameter values.

func (*GoogleCloudAiplatformV1Measurement) MarshalJSON 

func (s *GoogleCloudAiplatformV1Measurement) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MeasurementMetric 

type GoogleCloudAiplatformV1MeasurementMetric struct {
	// MetricId: Output only. The ID of the Metric. The Metric should be
	// defined in StudySpec's Metrics.
	MetricId string `json:"metricId,omitempty"`

	// Value: Output only. The value for this metric.
	Value float64 `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MetricId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MetricId") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MeasurementMetric: A message representing a metric in the measurement.

func (*GoogleCloudAiplatformV1MeasurementMetric) MarshalJSON 

func (s *GoogleCloudAiplatformV1MeasurementMetric) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1MeasurementMetric) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1MeasurementMetric) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1MergeVersionAliasesRequest 

type GoogleCloudAiplatformV1MergeVersionAliasesRequest struct {
	// VersionAliases: Required. The set of version aliases to merge. The
	// alias should be at most 128 characters, and match
	// `a-z{0,126}[a-z-0-9]`. Add the `-` prefix to an alias means removing
	// that alias from the version. `-` is NOT counted in the 128
	// characters. Example: `-golden` means removing the `golden` alias from
	// the version. There is NO ordering in aliases, which means 1) The
	// aliases returned from GetModel API might not have the exactly same
	// order from this MergeVersionAliases API. 2) Adding and deleting the
	// same alias in the request is not recommended, and the 2 operations
	// will be cancelled out.
	VersionAliases []string `json:"versionAliases,omitempty"`

	// ForceSendFields is a list of field names (e.g. "VersionAliases") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "VersionAliases") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MergeVersionAliasesRequest: Request message for ModelService.MergeVersionAliases.

func (*GoogleCloudAiplatformV1MergeVersionAliasesRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1MergeVersionAliasesRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MetadataSchema 

type GoogleCloudAiplatformV1MetadataSchema struct {
	// CreateTime: Output only. Timestamp when this MetadataSchema was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the Metadata Schema
	Description string `json:"description,omitempty"`

	// Name: Output only. The resource name of the MetadataSchema.
	Name string `json:"name,omitempty"`

	// Schema: Required. The raw YAML string representation of the
	// MetadataSchema. The combination of [MetadataSchema.version] and the
	// schema name given by `title` in [MetadataSchema.schema] must be
	// unique within a MetadataStore. The schema is defined as an OpenAPI
	// 3.0.2 MetadataSchema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#schemaObject)
	Schema string `json:"schema,omitempty"`

	// SchemaType: The type of the MetadataSchema. This is a property that
	// identifies which metadata types will use the MetadataSchema.
	//
	// Possible values:
	//   "METADATA_SCHEMA_TYPE_UNSPECIFIED" - Unspecified type for the
	// MetadataSchema.
	//   "ARTIFACT_TYPE" - A type indicating that the MetadataSchema will be
	// used by Artifacts.
	//   "EXECUTION_TYPE" - A typee indicating that the MetadataSchema will
	// be used by Executions.
	//   "CONTEXT_TYPE" - A state indicating that the MetadataSchema will be
	// used by Contexts.
	SchemaType string `json:"schemaType,omitempty"`

	// SchemaVersion: The version of the MetadataSchema. The version's
	// format must match the following regular expression: `^[0-9]+.+.+$`,
	// which would allow to order/compare different versions. Example:
	// 1.0.0, 1.0.1, etc.
	SchemaVersion string `json:"schemaVersion,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MetadataSchema: Instance of a general MetadataSchema.

func (*GoogleCloudAiplatformV1MetadataSchema) MarshalJSON 

func (s *GoogleCloudAiplatformV1MetadataSchema) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MetadataStore 

type GoogleCloudAiplatformV1MetadataStore struct {
	// CreateTime: Output only. Timestamp when this MetadataStore was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// Description: Description of the MetadataStore.
	Description string `json:"description,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for a Metadata
	// Store. If set, this Metadata Store and all sub-resources of this
	// Metadata Store are secured using this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Name: Output only. The resource name of the MetadataStore instance.
	Name string `json:"name,omitempty"`

	// State: Output only. State information of the MetadataStore.
	State *GoogleCloudAiplatformV1MetadataStoreMetadataStoreState `json:"state,omitempty"`

	// UpdateTime: Output only. Timestamp when this MetadataStore was last
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MetadataStore: Instance of a metadata store. Contains a set of metadata that can be queried.

func (*GoogleCloudAiplatformV1MetadataStore) MarshalJSON 

func (s *GoogleCloudAiplatformV1MetadataStore) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MetadataStoreMetadataStoreState 

type GoogleCloudAiplatformV1MetadataStoreMetadataStoreState struct {
	// DiskUtilizationBytes: The disk utilization of the MetadataStore in
	// bytes.
	DiskUtilizationBytes int64 `json:"diskUtilizationBytes,omitempty,string"`

	// ForceSendFields is a list of field names (e.g.
	// "DiskUtilizationBytes") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DiskUtilizationBytes") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MetadataStoreMetadataStoreState: Represents state information for a MetadataStore.

func (*GoogleCloudAiplatformV1MetadataStoreMetadataStoreState) MarshalJSON 

func (s *GoogleCloudAiplatformV1MetadataStoreMetadataStoreState) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResource 

type GoogleCloudAiplatformV1MigratableResource struct {
	// AutomlDataset: Output only. Represents one Dataset in
	// automl.googleapis.com.
	AutomlDataset *GoogleCloudAiplatformV1MigratableResourceAutomlDataset `json:"automlDataset,omitempty"`

	// AutomlModel: Output only. Represents one Model in
	// automl.googleapis.com.
	AutomlModel *GoogleCloudAiplatformV1MigratableResourceAutomlModel `json:"automlModel,omitempty"`

	// DataLabelingDataset: Output only. Represents one Dataset in
	// datalabeling.googleapis.com.
	DataLabelingDataset *GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset `json:"dataLabelingDataset,omitempty"`

	// LastMigrateTime: Output only. Timestamp when the last migration
	// attempt on this MigratableResource started. Will not be set if
	// there's no migration attempt on this MigratableResource.
	LastMigrateTime string `json:"lastMigrateTime,omitempty"`

	// LastUpdateTime: Output only. Timestamp when this MigratableResource
	// was last updated.
	LastUpdateTime string `json:"lastUpdateTime,omitempty"`

	// MlEngineModelVersion: Output only. Represents one Version in
	// ml.googleapis.com.
	MlEngineModelVersion *GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion `json:"mlEngineModelVersion,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AutomlDataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AutomlDataset") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResource: Represents one resource that exists in automl.googleapis.com, datalabeling.googleapis.com or ml.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResource) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResourceAutomlDataset 

type GoogleCloudAiplatformV1MigratableResourceAutomlDataset struct {
	// Dataset: Full resource name of automl Dataset. Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`.
	Dataset string `json:"dataset,omitempty"`

	// DatasetDisplayName: The Dataset's display name in
	// automl.googleapis.com.
	DatasetDisplayName string `json:"datasetDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dataset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResourceAutomlDataset: Represents one Dataset in automl.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResourceAutomlDataset) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResourceAutomlDataset) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResourceAutomlModel 

type GoogleCloudAiplatformV1MigratableResourceAutomlModel struct {
	// Model: Full resource name of automl Model. Format:
	// `projects/{project}/locations/{location}/models/{model}`.
	Model string `json:"model,omitempty"`

	// ModelDisplayName: The Model's display name in automl.googleapis.com.
	ModelDisplayName string `json:"modelDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Model") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Model") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResourceAutomlModel: Represents one Model in automl.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResourceAutomlModel) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResourceAutomlModel) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset 

type GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset struct {
	// DataLabelingAnnotatedDatasets: The migratable AnnotatedDataset in
	// datalabeling.googleapis.com belongs to the data labeling Dataset.
	DataLabelingAnnotatedDatasets []*GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabelingAnnotatedDataset `json:"dataLabelingAnnotatedDatasets,omitempty"`

	// Dataset: Full resource name of data labeling Dataset. Format:
	// `projects/{project}/datasets/{dataset}`.
	Dataset string `json:"dataset,omitempty"`

	// DatasetDisplayName: The Dataset's display name in
	// datalabeling.googleapis.com.
	DatasetDisplayName string `json:"datasetDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "DataLabelingAnnotatedDatasets") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "DataLabelingAnnotatedDatasets") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset: Represents one Dataset in datalabeling.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResourceDataLabelingDataset) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabelingAnnotatedDataset 

type GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabelingAnnotatedDataset struct {
	// AnnotatedDataset: Full resource name of data labeling
	// AnnotatedDataset. Format:
	// `projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_da
	// taset}`.
	AnnotatedDataset string `json:"annotatedDataset,omitempty"`

	// AnnotatedDatasetDisplayName: The AnnotatedDataset's display name in
	// datalabeling.googleapis.com.
	AnnotatedDatasetDisplayName string `json:"annotatedDatasetDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotatedDataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotatedDataset") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabeli ngAnnotatedDataset: Represents one AnnotatedDataset in datalabeling.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabelingAnnotatedDataset) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResourceDataLabelingDatasetDataLabelingAnnotatedDataset) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion 

type GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion struct {
	// Endpoint: The ml.googleapis.com endpoint that this model Version
	// currently lives in. Example values: * ml.googleapis.com *
	// us-centrall-ml.googleapis.com * europe-west4-ml.googleapis.com *
	// asia-east1-ml.googleapis.com
	Endpoint string `json:"endpoint,omitempty"`

	// Version: Full resource name of ml engine model Version. Format:
	// `projects/{project}/models/{model}/versions/{version}`.
	Version string `json:"version,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Endpoint") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Endpoint") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion: Represents one model Version in ml.googleapis.com.

func (*GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigratableResourceMlEngineModelVersion) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequest 

type GoogleCloudAiplatformV1MigrateResourceRequest struct {
	// MigrateAutomlDatasetConfig: Config for migrating Dataset in
	// automl.googleapis.com to Vertex AI's Dataset.
	MigrateAutomlDatasetConfig *GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfig `json:"migrateAutomlDatasetConfig,omitempty"`

	// MigrateAutomlModelConfig: Config for migrating Model in
	// automl.googleapis.com to Vertex AI's Model.
	MigrateAutomlModelConfig *GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig `json:"migrateAutomlModelConfig,omitempty"`

	// MigrateDataLabelingDatasetConfig: Config for migrating Dataset in
	// datalabeling.googleapis.com to Vertex AI's Dataset.
	MigrateDataLabelingDatasetConfig *GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfig `json:"migrateDataLabelingDatasetConfig,omitempty"`

	// MigrateMlEngineModelVersionConfig: Config for migrating Version in
	// ml.googleapis.com to Vertex AI's Model.
	MigrateMlEngineModelVersionConfig *GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersionConfig `json:"migrateMlEngineModelVersionConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "MigrateAutomlDatasetConfig") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "MigrateAutomlDatasetConfig") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequest: Config of migrating one resource from automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com to Vertex AI.

func (*GoogleCloudAiplatformV1MigrateResourceRequest) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequest) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfig 

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfig struct {
	// Dataset: Required. Full resource name of automl Dataset. Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`.
	Dataset string `json:"dataset,omitempty"`

	// DatasetDisplayName: Required. Display name of the Dataset in Vertex
	// AI. System will pick a display name if unspecified.
	DatasetDisplayName string `json:"datasetDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dataset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfi g: Config for migrating Dataset in automl.googleapis.com to Vertex AI's Dataset.

func (*GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlDatasetConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig 

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig struct {
	// Model: Required. Full resource name of automl Model. Format:
	// `projects/{project}/locations/{location}/models/{model}`.
	Model string `json:"model,omitempty"`

	// ModelDisplayName: Optional. Display name of the model in Vertex AI.
	// System will pick a display name if unspecified.
	ModelDisplayName string `json:"modelDisplayName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Model") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Model") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig: 

Config for migrating Model in automl.googleapis.com to Vertex AI's

Model.

func (*GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequestMigrateAutomlModelConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfig 

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfig struct {
	// Dataset: Required. Full resource name of data labeling Dataset.
	// Format: `projects/{project}/datasets/{dataset}`.
	Dataset string `json:"dataset,omitempty"`

	// DatasetDisplayName: Optional. Display name of the Dataset in Vertex
	// AI. System will pick a display name if unspecified.
	DatasetDisplayName string `json:"datasetDisplayName,omitempty"`

	// MigrateDataLabelingAnnotatedDatasetConfigs: Optional. Configs for
	// migrating AnnotatedDataset in datalabeling.googleapis.com to Vertex
	// AI's SavedQuery. The specified AnnotatedDatasets have to belong to
	// the datalabeling Dataset.
	MigrateDataLabelingAnnotatedDatasetConfigs []*GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfigMigrateDataLabelingAnnotatedDatasetConfig `json:"migrateDataLabelingAnnotatedDatasetConfigs,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dataset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatase tConfig: Config for migrating Dataset in datalabeling.googleapis.com to Vertex AI's Dataset.

func (*GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfigMigrateDataLabelingAnnotatedDatasetConfig 

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfigMigrateDataLabelingAnnotatedDatasetConfig struct {
	// AnnotatedDataset: Required. Full resource name of data labeling
	// AnnotatedDataset. Format:
	// `projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_da
	// taset}`.
	AnnotatedDataset string `json:"annotatedDataset,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnnotatedDataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotatedDataset") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatase tConfigMigrateDataLabelingAnnotatedDatasetConfig: Config for migrating AnnotatedDataset in datalabeling.googleapis.com to Vertex AI's SavedQuery.

func (*GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfigMigrateDataLabelingAnnotatedDatasetConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequestMigrateDataLabelingDatasetConfigMigrateDataLabelingAnnotatedDatasetConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersionConfig 

type GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersionConfig struct {
	// Endpoint: Required. The ml.googleapis.com endpoint that this model
	// version should be migrated from. Example values: * ml.googleapis.com
	// * us-centrall-ml.googleapis.com * europe-west4-ml.googleapis.com *
	// asia-east1-ml.googleapis.com
	Endpoint string `json:"endpoint,omitempty"`

	// ModelDisplayName: Required. Display name of the model in Vertex AI.
	// System will pick a display name if unspecified.
	ModelDisplayName string `json:"modelDisplayName,omitempty"`

	// ModelVersion: Required. Full resource name of ml engine model
	// version. Format:
	// `projects/{project}/models/{model}/versions/{version}`.
	ModelVersion string `json:"modelVersion,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Endpoint") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Endpoint") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersi onConfig: Config for migrating version in ml.googleapis.com to Vertex AI's Model.

func (*GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersionConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceRequestMigrateMlEngineModelVersionConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MigrateResourceResponse 

type GoogleCloudAiplatformV1MigrateResourceResponse struct {
	// Dataset: Migrated Dataset's resource name.
	Dataset string `json:"dataset,omitempty"`

	// MigratableResource: Before migration, the identifier in
	// ml.googleapis.com, automl.googleapis.com or
	// datalabeling.googleapis.com.
	MigratableResource *GoogleCloudAiplatformV1MigratableResource `json:"migratableResource,omitempty"`

	// Model: Migrated Model's resource name.
	Model string `json:"model,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dataset") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dataset") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MigrateResourceResponse: Describes a successfully migrated resource.

func (*GoogleCloudAiplatformV1MigrateResourceResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1MigrateResourceResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1Model 

type GoogleCloudAiplatformV1Model struct {
	// ArtifactUri: Immutable. The path to the directory containing the
	// Model artifact and any of its supporting files. Not required for
	// AutoML Models.
	ArtifactUri string `json:"artifactUri,omitempty"`

	// BaseModelSource: Optional. User input field to specify the base model
	// source. Currently it only supports specifing the Model Garden models
	// and Genie models.
	BaseModelSource *GoogleCloudAiplatformV1ModelBaseModelSource `json:"baseModelSource,omitempty"`

	// ContainerSpec: Input only. The specification of the container that is
	// to be used when deploying this Model. The specification is ingested
	// upon ModelService.UploadModel, and all binaries it contains are
	// copied and stored internally by Vertex AI. Not required for AutoML
	// Models.
	ContainerSpec *GoogleCloudAiplatformV1ModelContainerSpec `json:"containerSpec,omitempty"`

	// CreateTime: Output only. Timestamp when this Model was uploaded into
	// Vertex AI.
	CreateTime string `json:"createTime,omitempty"`

	// DataStats: Stats of data used for training or evaluating the Model.
	// Only populated when the Model is trained by a TrainingPipeline with
	// data_input_config.
	DataStats *GoogleCloudAiplatformV1ModelDataStats `json:"dataStats,omitempty"`

	// DeployedModels: Output only. The pointers to DeployedModels created
	// from this Model. Note that Model could have been deployed to
	// Endpoints in different Locations.
	DeployedModels []*GoogleCloudAiplatformV1DeployedModelRef `json:"deployedModels,omitempty"`

	// Description: The description of the Model.
	Description string `json:"description,omitempty"`

	// DisplayName: Required. The display name of the Model. The name can be
	// up to 128 characters long and can consist of any UTF-8 characters.
	DisplayName string `json:"displayName,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for a Model. If
	// set, this Model and all sub-resources of this Model will be secured
	// by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Etag: Used to perform consistent read-modify-write updates. If not
	// set, a blind "overwrite" update happens.
	Etag string `json:"etag,omitempty"`

	// ExplanationSpec: The default explanation specification for this
	// Model. The Model can be used for requesting explanation after being
	// deployed if it is populated. The Model can be used for batch
	// explanation if it is populated. All fields of the explanation_spec
	// can be overridden by explanation_spec of
	// DeployModelRequest.deployed_model, or explanation_spec of
	// BatchPredictionJob. If the default explanation specification is not
	// set for this Model, this Model can still be used for requesting
	// explanation by setting explanation_spec of
	// DeployModelRequest.deployed_model and for batch explanation by
	// setting explanation_spec of BatchPredictionJob.
	ExplanationSpec *GoogleCloudAiplatformV1ExplanationSpec `json:"explanationSpec,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// Models. Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are
	// allowed. See https://goo.gl/xmQnxf for more information and examples
	// of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// Metadata: Immutable. An additional information about the Model; the
	// schema of the metadata can be found in metadata_schema. Unset if the
	// Model does not have any additional information.
	Metadata interface{} `json:"metadata,omitempty"`

	// MetadataArtifact: Output only. The resource name of the Artifact that
	// was created in MetadataStore when creating the Model. The Artifact
	// resource name pattern is
	// `projects/{project}/locations/{location}/metadataStores/{metadata_stor
	// e}/artifacts/{artifact}`.
	MetadataArtifact string `json:"metadataArtifact,omitempty"`

	// MetadataSchemaUri: Immutable. Points to a YAML file stored on Google
	// Cloud Storage describing additional information about the Model, that
	// is specific to it. Unset if the Model does not have any additional
	// information. The schema is defined as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// AutoML Models always have this field populated by Vertex AI, if no
	// additional metadata is needed, this field is set to an empty string.
	// Note: The URI given on output will be immutable and probably
	// different, including the URI scheme, than the one given on input. The
	// output URI will point to a location where the user only has a read
	// access.
	MetadataSchemaUri string `json:"metadataSchemaUri,omitempty"`

	// ModelSourceInfo: Output only. Source of a model. It can either be
	// automl training pipeline, custom training pipeline, BigQuery ML, or
	// saved and tuned from Genie or Model Garden.
	ModelSourceInfo *GoogleCloudAiplatformV1ModelSourceInfo `json:"modelSourceInfo,omitempty"`

	// Name: The resource name of the Model.
	Name string `json:"name,omitempty"`

	// OriginalModelInfo: Output only. If this Model is a copy of another
	// Model, this contains info about the original.
	OriginalModelInfo *GoogleCloudAiplatformV1ModelOriginalModelInfo `json:"originalModelInfo,omitempty"`

	// PipelineJob: Optional. This field is populated if the model is
	// produced by a pipeline job.
	PipelineJob string `json:"pipelineJob,omitempty"`

	// PredictSchemata: The schemata that describe formats of the Model's
	// predictions and explanations as given and returned via
	// PredictionService.Predict and PredictionService.Explain.
	PredictSchemata *GoogleCloudAiplatformV1PredictSchemata `json:"predictSchemata,omitempty"`

	// SupportedDeploymentResourcesTypes: Output only. When this Model is
	// deployed, its prediction resources are described by the
	// `prediction_resources` field of the Endpoint.deployed_models object.
	// Because not all Models support all resource configuration types, the
	// configuration types this Model supports are listed here. If no
	// configuration types are listed, the Model cannot be deployed to an
	// Endpoint and does not support online predictions
	// (PredictionService.Predict or PredictionService.Explain). Such a
	// Model can serve predictions by using a BatchPredictionJob, if it has
	// at least one entry each in supported_input_storage_formats and
	// supported_output_storage_formats.
	//
	// Possible values:
	//   "DEPLOYMENT_RESOURCES_TYPE_UNSPECIFIED" - Should not be used.
	//   "DEDICATED_RESOURCES" - Resources that are dedicated to the
	// DeployedModel, and that need a higher degree of manual configuration.
	//   "AUTOMATIC_RESOURCES" - Resources that to large degree are decided
	// by Vertex AI, and require only a modest additional configuration.
	//   "SHARED_RESOURCES" - Resources that can be shared by multiple
	// DeployedModels. A pre-configured DeploymentResourcePool is required.
	SupportedDeploymentResourcesTypes []string `json:"supportedDeploymentResourcesTypes,omitempty"`

	// SupportedExportFormats: Output only. The formats in which this Model
	// may be exported. If empty, this Model is not available for export.
	SupportedExportFormats []*GoogleCloudAiplatformV1ModelExportFormat `json:"supportedExportFormats,omitempty"`

	// SupportedInputStorageFormats: Output only. The formats this Model
	// supports in BatchPredictionJob.input_config. If
	// PredictSchemata.instance_schema_uri exists, the instances should be
	// given as per that schema. The possible formats are: * `jsonl` The
	// JSON Lines format, where each instance is a single line. Uses
	// GcsSource. * `csv` The CSV format, where each instance is a single
	// comma-separated line. The first line in the file is the header,
	// containing comma-separated field names. Uses GcsSource. * `tf-record`
	// The TFRecord format, where each instance is a single record in
	// tfrecord syntax. Uses GcsSource. * `tf-record-gzip` Similar to
	// `tf-record`, but the file is gzipped. Uses GcsSource. * `bigquery`
	// Each instance is a single row in BigQuery. Uses BigQuerySource. *
	// `file-list` Each line of the file is the location of an instance to
	// process, uses `gcs_source` field of the InputConfig object. If this
	// Model doesn't support any of these formats it means it cannot be used
	// with a BatchPredictionJob. However, if it has
	// supported_deployment_resources_types, it could serve online
	// predictions by using PredictionService.Predict or
	// PredictionService.Explain.
	SupportedInputStorageFormats []string `json:"supportedInputStorageFormats,omitempty"`

	// SupportedOutputStorageFormats: Output only. The formats this Model
	// supports in BatchPredictionJob.output_config. If both
	// PredictSchemata.instance_schema_uri and
	// PredictSchemata.prediction_schema_uri exist, the predictions are
	// returned together with their instances. In other words, the
	// prediction has the original instance data first, followed by the
	// actual prediction content (as per the schema). The possible formats
	// are: * `jsonl` The JSON Lines format, where each prediction is a
	// single line. Uses GcsDestination. * `csv` The CSV format, where each
	// prediction is a single comma-separated line. The first line in the
	// file is the header, containing comma-separated field names. Uses
	// GcsDestination. * `bigquery` Each prediction is a single row in a
	// BigQuery table, uses BigQueryDestination . If this Model doesn't
	// support any of these formats it means it cannot be used with a
	// BatchPredictionJob. However, if it has
	// supported_deployment_resources_types, it could serve online
	// predictions by using PredictionService.Predict or
	// PredictionService.Explain.
	SupportedOutputStorageFormats []string `json:"supportedOutputStorageFormats,omitempty"`

	// TrainingPipeline: Output only. The resource name of the
	// TrainingPipeline that uploaded this Model, if any.
	TrainingPipeline string `json:"trainingPipeline,omitempty"`

	// UpdateTime: Output only. Timestamp when this Model was most recently
	// updated.
	UpdateTime string `json:"updateTime,omitempty"`

	// VersionAliases: User provided version aliases so that a model version
	// can be referenced via alias (i.e.
	// `projects/{project}/locations/{location}/models/{model_id}@{version_al
	// ias}` instead of auto-generated version id (i.e.
	// `projects/{project}/locations/{location}/models/{model_id}@{version_id
	// })`. The format is a-z{0,126}[a-z0-9] to distinguish from version_id.
	// A default version alias will be created for the first version of the
	// model, and there must be exactly one default version alias for a
	// model.
	VersionAliases []string `json:"versionAliases,omitempty"`

	// VersionCreateTime: Output only. Timestamp when this version was
	// created.
	VersionCreateTime string `json:"versionCreateTime,omitempty"`

	// VersionDescription: The description of this version.
	VersionDescription string `json:"versionDescription,omitempty"`

	// VersionId: Output only. Immutable. The version ID of the model. A new
	// version is committed when a new model version is uploaded or trained
	// under an existing model id. It is an auto-incrementing decimal number
	// in string representation.
	VersionId string `json:"versionId,omitempty"`

	// VersionUpdateTime: Output only. Timestamp when this version was most
	// recently updated.
	VersionUpdateTime string `json:"versionUpdateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "ArtifactUri") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ArtifactUri") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1Model: A trained machine learning Model.

func (*GoogleCloudAiplatformV1Model) MarshalJSON 

func (s *GoogleCloudAiplatformV1Model) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelBaseModelSource 

type GoogleCloudAiplatformV1ModelBaseModelSource struct {
	// GenieSource: Information about the base model of Genie models.
	GenieSource *GoogleCloudAiplatformV1GenieSource `json:"genieSource,omitempty"`

	// ModelGardenSource: Source information of Model Garden models.
	ModelGardenSource *GoogleCloudAiplatformV1ModelGardenSource `json:"modelGardenSource,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenieSource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "GenieSource") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelBaseModelSource: User input field to specify the base model source. Currently it only supports specifing the Model Garden models and Genie models.

func (*GoogleCloudAiplatformV1ModelBaseModelSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelBaseModelSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelContainerSpec 

type GoogleCloudAiplatformV1ModelContainerSpec struct {
	// Args: Immutable. Specifies arguments for the command that runs when
	// the container starts. This overrides the container's `CMD`
	// (https://docs.docker.com/engine/reference/builder/#cmd). Specify this
	// field as an array of executable and arguments, similar to a Docker
	// `CMD`'s "default parameters" form. If you don't specify this field
	// but do specify the command field, then the command from the `command`
	// field runs without any additional arguments. See the Kubernetes
	// documentation about how the `command` and `args` fields interact with
	// a container's `ENTRYPOINT` and `CMD`
	// (https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#notes).
	// If you don't specify this field and don't specify the `command`
	// field, then the container's `ENTRYPOINT`
	// (https://docs.docker.com/engine/reference/builder/#cmd) and `CMD`
	// determine what runs based on their default behavior. See the Docker
	// documentation about how `CMD` and `ENTRYPOINT` interact
	// (https://docs.docker.com/engine/reference/builder/#understand-how-cmd-and-entrypoint-interact).
	// In this field, you can reference environment variables set by Vertex
	// AI
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables)
	// and environment variables set in the env field. You cannot reference
	// environment variables set in the Docker image. In order for
	// environment variables to be expanded, reference them by using the
	// following syntax: $( VARIABLE_NAME) Note that this differs from Bash
	// variable expansion, which does not use parentheses. If a variable
	// cannot be resolved, the reference in the input string is used
	// unchanged. To avoid variable expansion, you can escape this syntax
	// with `$$`; for example: $$(VARIABLE_NAME) This field corresponds to
	// the `args` field of the Kubernetes Containers v1 core API
	// (https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#container-v1-core).
	Args []string `json:"args,omitempty"`

	// Command: Immutable. Specifies the command that runs when the
	// container starts. This overrides the container's ENTRYPOINT
	// (https://docs.docker.com/engine/reference/builder/#entrypoint).
	// Specify this field as an array of executable and arguments, similar
	// to a Docker `ENTRYPOINT`'s "exec" form, not its "shell" form. If you
	// do not specify this field, then the container's `ENTRYPOINT` runs, in
	// conjunction with the args field or the container's `CMD`
	// (https://docs.docker.com/engine/reference/builder/#cmd), if either
	// exists. If this field is not specified and the container does not
	// have an `ENTRYPOINT`, then refer to the Docker documentation about
	// how `CMD` and `ENTRYPOINT` interact
	// (https://docs.docker.com/engine/reference/builder/#understand-how-cmd-and-entrypoint-interact).
	// If you specify this field, then you can also specify the `args` field
	// to provide additional arguments for this command. However, if you
	// specify this field, then the container's `CMD` is ignored. See the
	// Kubernetes documentation about how the `command` and `args` fields
	// interact with a container's `ENTRYPOINT` and `CMD`
	// (https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#notes).
	// In this field, you can reference environment variables set by Vertex
	// AI
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables)
	// and environment variables set in the env field. You cannot reference
	// environment variables set in the Docker image. In order for
	// environment variables to be expanded, reference them by using the
	// following syntax: $( VARIABLE_NAME) Note that this differs from Bash
	// variable expansion, which does not use parentheses. If a variable
	// cannot be resolved, the reference in the input string is used
	// unchanged. To avoid variable expansion, you can escape this syntax
	// with `$$`; for example: $$(VARIABLE_NAME) This field corresponds to
	// the `command` field of the Kubernetes Containers v1 core API
	// (https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#container-v1-core).
	Command []string `json:"command,omitempty"`

	// DeploymentTimeout: Immutable. Deployment timeout. Limit for
	// deployment timeout is 2 hours.
	DeploymentTimeout string `json:"deploymentTimeout,omitempty"`

	// Env: Immutable. List of environment variables to set in the
	// container. After the container starts running, code running in the
	// container can read these environment variables. Additionally, the
	// command and args fields can reference these variables. Later entries
	// in this list can also reference earlier entries. For example, the
	// following example sets the variable `VAR_2` to have the value `foo
	// bar`: “`json [ { "name": "VAR_1", "value": "foo" }, { "name":
	// "VAR_2", "value": "$(VAR_1) bar" } ] “` If you switch the order of
	// the variables in the example, then the expansion does not occur. This
	// field corresponds to the `env` field of the Kubernetes Containers v1
	// core API
	// (https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#container-v1-core).
	Env []*GoogleCloudAiplatformV1EnvVar `json:"env,omitempty"`

	// GrpcPorts: Immutable. List of ports to expose from the container.
	// Vertex AI sends gRPC prediction requests that it receives to the
	// first port on this list. Vertex AI also sends liveness and health
	// checks to this port. If you do not specify this field, gRPC requests
	// to the container will be disabled. Vertex AI does not use ports other
	// than the first one listed. This field corresponds to the `ports`
	// field of the Kubernetes Containers v1 core API.
	GrpcPorts []*GoogleCloudAiplatformV1Port `json:"grpcPorts,omitempty"`

	// HealthProbe: Immutable. Specification for Kubernetes readiness probe.
	HealthProbe *GoogleCloudAiplatformV1Probe `json:"healthProbe,omitempty"`

	// HealthRoute: Immutable. HTTP path on the container to send health
	// checks to. Vertex AI intermittently sends GET requests to this path
	// on the container's IP address and port to check that the container is
	// healthy. Read more about health checks
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#health).
	// For example, if you set this field to `/bar`, then Vertex AI
	// intermittently sends a GET request to the `/bar` path on the port of
	// your container specified by the first value of this
	// `ModelContainerSpec`'s ports field. If you don't specify this field,
	// it defaults to the following value when you deploy this Model to an
	// Endpoint: /v1/endpoints/ENDPOINT/deployedModels/
	// DEPLOYED_MODEL:predict The placeholders in this value are replaced as
	// follows: * ENDPOINT: The last segment (following `endpoints/`)of the
	// Endpoint.name][] field of the Endpoint where this Model has been
	// deployed. (Vertex AI makes this value available to your container
	// code as the `AIP_ENDPOINT_ID` environment variable
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables).)
	// * DEPLOYED_MODEL: DeployedModel.id of the `DeployedModel`. (Vertex AI
	// makes this value available to your container code as the
	// `AIP_DEPLOYED_MODEL_ID` environment variable
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables).)
	HealthRoute string `json:"healthRoute,omitempty"`

	// ImageUri: Required. Immutable. URI of the Docker image to be used as
	// the custom container for serving predictions. This URI must identify
	// an image in Artifact Registry or Container Registry. Learn more about
	// the container publishing requirements
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#publishing),
	// including permissions requirements for the Vertex AI Service Agent.
	// The container image is ingested upon ModelService.UploadModel, stored
	// internally, and this original path is afterwards not used. To learn
	// about the requirements for the Docker image itself, see Custom
	// container requirements
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#).
	// You can use the URI to one of Vertex AI's pre-built container images
	// for prediction
	// (https://cloud.google.com/vertex-ai/docs/predictions/pre-built-containers)
	// in this field.
	ImageUri string `json:"imageUri,omitempty"`

	// Ports: Immutable. List of ports to expose from the container. Vertex
	// AI sends any prediction requests that it receives to the first port
	// on this list. Vertex AI also sends liveness and health checks
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#liveness)
	// to this port. If you do not specify this field, it defaults to
	// following value: “`json [ { "containerPort": 8080 } ] “` Vertex AI
	// does not use ports other than the first one listed. This field
	// corresponds to the `ports` field of the Kubernetes Containers v1 core
	// API
	// (https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#container-v1-core).
	Ports []*GoogleCloudAiplatformV1Port `json:"ports,omitempty"`

	// PredictRoute: Immutable. HTTP path on the container to send
	// prediction requests to. Vertex AI forwards requests sent using
	// projects.locations.endpoints.predict to this path on the container's
	// IP address and port. Vertex AI then returns the container's response
	// in the API response. For example, if you set this field to `/foo`,
	// then when Vertex AI receives a prediction request, it forwards the
	// request body in a POST request to the `/foo` path on the port of your
	// container specified by the first value of this `ModelContainerSpec`'s
	// ports field. If you don't specify this field, it defaults to the
	// following value when you deploy this Model to an Endpoint:
	// /v1/endpoints/ENDPOINT/deployedModels/DEPLOYED_MODEL:predict The
	// placeholders in this value are replaced as follows: * ENDPOINT: The
	// last segment (following `endpoints/`)of the Endpoint.name][] field of
	// the Endpoint where this Model has been deployed. (Vertex AI makes
	// this value available to your container code as the `AIP_ENDPOINT_ID`
	// environment variable
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables).)
	// * DEPLOYED_MODEL: DeployedModel.id of the `DeployedModel`. (Vertex AI
	// makes this value available to your container code as the
	// `AIP_DEPLOYED_MODEL_ID` environment variable
	// (https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#aip-variables).)
	PredictRoute string `json:"predictRoute,omitempty"`

	// SharedMemorySizeMb: Immutable. The amount of the VM memory to reserve
	// as the shared memory for the model in megabytes.
	SharedMemorySizeMb int64 `json:"sharedMemorySizeMb,omitempty,string"`

	// StartupProbe: Immutable. Specification for Kubernetes startup probe.
	StartupProbe *GoogleCloudAiplatformV1Probe `json:"startupProbe,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Args") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Args") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelContainerSpec: Specification of a container for serving predictions. Some fields in this message correspond to fields in the Kubernetes Container v1 core specification (https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#container-v1-core).

func (*GoogleCloudAiplatformV1ModelContainerSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelContainerSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDataStats 

type GoogleCloudAiplatformV1ModelDataStats struct {
	// TestAnnotationsCount: Number of Annotations that are used for
	// evaluating this Model. If the Model is evaluated multiple times, this
	// will be the number of test Annotations used by the first evaluation.
	// If the Model is not evaluated, the number is 0.
	TestAnnotationsCount int64 `json:"testAnnotationsCount,omitempty,string"`

	// TestDataItemsCount: Number of DataItems that were used for evaluating
	// this Model. If the Model is evaluated multiple times, this will be
	// the number of test DataItems used by the first evaluation. If the
	// Model is not evaluated, the number is 0.
	TestDataItemsCount int64 `json:"testDataItemsCount,omitempty,string"`

	// TrainingAnnotationsCount: Number of Annotations that are used for
	// training this Model.
	TrainingAnnotationsCount int64 `json:"trainingAnnotationsCount,omitempty,string"`

	// TrainingDataItemsCount: Number of DataItems that were used for
	// training this Model.
	TrainingDataItemsCount int64 `json:"trainingDataItemsCount,omitempty,string"`

	// ValidationAnnotationsCount: Number of Annotations that are used for
	// validating this Model during training.
	ValidationAnnotationsCount int64 `json:"validationAnnotationsCount,omitempty,string"`

	// ValidationDataItemsCount: Number of DataItems that were used for
	// validating this Model during training.
	ValidationDataItemsCount int64 `json:"validationDataItemsCount,omitempty,string"`

	// ForceSendFields is a list of field names (e.g.
	// "TestAnnotationsCount") to unconditionally include in API requests.
	// By default, fields with empty or default values are omitted from API
	// requests. However, any non-pointer, non-interface field appearing in
	// ForceSendFields will be sent to the server regardless of whether the
	// field is empty or not. This may be used to include empty fields in
	// Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "TestAnnotationsCount") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDataStats: Stats of data used for train or evaluate the Model.

func (*GoogleCloudAiplatformV1ModelDataStats) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDataStats) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable 

type GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable struct {
	// BigqueryTablePath: The created BigQuery table to store logs. Customer
	// could do their own query & analysis. Format:
	// `bq://.model_deployment_monitoring_._`
	BigqueryTablePath string `json:"bigqueryTablePath,omitempty"`

	// LogSource: The source of log.
	//
	// Possible values:
	//   "LOG_SOURCE_UNSPECIFIED" - Unspecified source.
	//   "TRAINING" - Logs coming from Training dataset.
	//   "SERVING" - Logs coming from Serving traffic.
	LogSource string `json:"logSource,omitempty"`

	// LogType: The type of log.
	//
	// Possible values:
	//   "LOG_TYPE_UNSPECIFIED" - Unspecified type.
	//   "PREDICT" - Predict logs.
	//   "EXPLAIN" - Explain logs.
	LogType string `json:"logType,omitempty"`

	// RequestResponseLoggingSchemaVersion: Output only. The schema version
	// of the request/response logging BigQuery table. Default to v1 if
	// unset.
	RequestResponseLoggingSchemaVersion string `json:"requestResponseLoggingSchemaVersion,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigqueryTablePath")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigqueryTablePath") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable: ModelDeploymentMonitoringBigQueryTable specifies the BigQuery table name as well as some information of the logs stored in this table.

func (*GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDeploymentMonitoringJob 

type GoogleCloudAiplatformV1ModelDeploymentMonitoringJob struct {
	// AnalysisInstanceSchemaUri: YAML schema file uri describing the format
	// of a single instance that you want Tensorflow Data Validation (TFDV)
	// to analyze. If this field is empty, all the feature data types are
	// inferred from predict_instance_schema_uri, meaning that TFDV will use
	// the data in the exact format(data type) as prediction
	// request/response. If there are any data type differences between
	// predict instance and TFDV instance, this field can be used to
	// override the schema. For models trained with Vertex AI, this field
	// must be set as all the fields in predict instance formatted as
	// string.
	AnalysisInstanceSchemaUri string `json:"analysisInstanceSchemaUri,omitempty"`

	// BigqueryTables: Output only. The created bigquery tables for the job
	// under customer project. Customer could do their own query & analysis.
	// There could be 4 log tables in maximum: 1. Training data logging
	// predict request/response 2. Serving data logging predict
	// request/response
	BigqueryTables []*GoogleCloudAiplatformV1ModelDeploymentMonitoringBigQueryTable `json:"bigqueryTables,omitempty"`

	// CreateTime: Output only. Timestamp when this
	// ModelDeploymentMonitoringJob was created.
	CreateTime string `json:"createTime,omitempty"`

	// DisplayName: Required. The user-defined name of the
	// ModelDeploymentMonitoringJob. The name can be up to 128 characters
	// long and can consist of any UTF-8 characters. Display name of a
	// ModelDeploymentMonitoringJob.
	DisplayName string `json:"displayName,omitempty"`

	// EnableMonitoringPipelineLogs: If true, the scheduled monitoring
	// pipeline logs are sent to Google Cloud Logging, including pipeline
	// status and anomalies detected. Please note the logs incur cost, which
	// are subject to Cloud Logging pricing
	// (https://cloud.google.com/logging#pricing).
	EnableMonitoringPipelineLogs bool `json:"enableMonitoringPipelineLogs,omitempty"`

	// EncryptionSpec: Customer-managed encryption key spec for a
	// ModelDeploymentMonitoringJob. If set, this
	// ModelDeploymentMonitoringJob and all sub-resources of this
	// ModelDeploymentMonitoringJob will be secured by this key.
	EncryptionSpec *GoogleCloudAiplatformV1EncryptionSpec `json:"encryptionSpec,omitempty"`

	// Endpoint: Required. Endpoint resource name. Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `json:"endpoint,omitempty"`

	// Error: Output only. Only populated when the job's state is
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	Error *GoogleRpcStatus `json:"error,omitempty"`

	// Labels: The labels with user-defined metadata to organize your
	// ModelDeploymentMonitoringJob. Label keys and values can be no longer
	// than 64 characters (Unicode codepoints), can only contain lowercase
	// letters, numeric characters, underscores and dashes. International
	// characters are allowed. See https://goo.gl/xmQnxf for more
	// information and examples of labels.
	Labels map[string]string `json:"labels,omitempty"`

	// LatestMonitoringPipelineMetadata: Output only. Latest triggered
	// monitoring pipeline metadata.
	LatestMonitoringPipelineMetadata *GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata `json:"latestMonitoringPipelineMetadata,omitempty"`

	// LogTtl: The TTL of BigQuery tables in user projects which stores
	// logs. A day is the basic unit of the TTL and we take the ceil of
	// TTL/86400(a day). e.g. { second: 3600} indicates ttl = 1 day.
	LogTtl string `json:"logTtl,omitempty"`

	// LoggingSamplingStrategy: Required. Sample Strategy for logging.
	LoggingSamplingStrategy *GoogleCloudAiplatformV1SamplingStrategy `json:"loggingSamplingStrategy,omitempty"`

	// ModelDeploymentMonitoringObjectiveConfigs: Required. The config for
	// monitoring objectives. This is a per DeployedModel config. Each
	// DeployedModel needs to be configured separately.
	ModelDeploymentMonitoringObjectiveConfigs []*GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig `json:"modelDeploymentMonitoringObjectiveConfigs,omitempty"`

	// ModelDeploymentMonitoringScheduleConfig: Required. Schedule config
	// for running the monitoring job.
	ModelDeploymentMonitoringScheduleConfig *GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig `json:"modelDeploymentMonitoringScheduleConfig,omitempty"`

	// ModelMonitoringAlertConfig: Alert config for model monitoring.
	ModelMonitoringAlertConfig *GoogleCloudAiplatformV1ModelMonitoringAlertConfig `json:"modelMonitoringAlertConfig,omitempty"`

	// Name: Output only. Resource name of a ModelDeploymentMonitoringJob.
	Name string `json:"name,omitempty"`

	// NextScheduleTime: Output only. Timestamp when this monitoring
	// pipeline will be scheduled to run for the next round.
	NextScheduleTime string `json:"nextScheduleTime,omitempty"`

	// PredictInstanceSchemaUri: YAML schema file uri describing the format
	// of a single instance, which are given to format this Endpoint's
	// prediction (and explanation). If not set, we will generate predict
	// schema from collected predict requests.
	PredictInstanceSchemaUri string `json:"predictInstanceSchemaUri,omitempty"`

	// SamplePredictInstance: Sample Predict instance, same format as
	// PredictRequest.instances, this can be set as a replacement of
	// ModelDeploymentMonitoringJob.predict_instance_schema_uri. If not set,
	// we will generate predict schema from collected predict requests.
	SamplePredictInstance interface{} `json:"samplePredictInstance,omitempty"`

	// ScheduleState: Output only. Schedule state when the monitoring job is
	// in Running state.
	//
	// Possible values:
	//   "MONITORING_SCHEDULE_STATE_UNSPECIFIED" - Unspecified state.
	//   "PENDING" - The pipeline is picked up and wait to run.
	//   "OFFLINE" - The pipeline is offline and will be scheduled for next
	// run.
	//   "RUNNING" - The pipeline is running.
	ScheduleState string `json:"scheduleState,omitempty"`

	// State: Output only. The detailed state of the monitoring job. When
	// the job is still creating, the state will be 'PENDING'. Once the job
	// is successfully created, the state will be 'RUNNING'. Pause the job,
	// the state will be 'PAUSED'. Resume the job, the state will return to
	// 'RUNNING'.
	//
	// Possible values:
	//   "JOB_STATE_UNSPECIFIED" - The job state is unspecified.
	//   "JOB_STATE_QUEUED" - The job has been just created or resumed and
	// processing has not yet begun.
	//   "JOB_STATE_PENDING" - The service is preparing to run the job.
	//   "JOB_STATE_RUNNING" - The job is in progress.
	//   "JOB_STATE_SUCCEEDED" - The job completed successfully.
	//   "JOB_STATE_FAILED" - The job failed.
	//   "JOB_STATE_CANCELLING" - The job is being cancelled. From this
	// state the job may only go to either `JOB_STATE_SUCCEEDED`,
	// `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
	//   "JOB_STATE_CANCELLED" - The job has been cancelled.
	//   "JOB_STATE_PAUSED" - The job has been stopped, and can be resumed.
	//   "JOB_STATE_EXPIRED" - The job has expired.
	//   "JOB_STATE_UPDATING" - The job is being updated. Only jobs in the
	// `RUNNING` state can be updated. After updating, the job goes back to
	// the `RUNNING` state.
	//   "JOB_STATE_PARTIALLY_SUCCEEDED" - The job is partially succeeded,
	// some results may be missing due to errors.
	State string `json:"state,omitempty"`

	// StatsAnomaliesBaseDirectory: Stats anomalies base folder path.
	StatsAnomaliesBaseDirectory *GoogleCloudAiplatformV1GcsDestination `json:"statsAnomaliesBaseDirectory,omitempty"`

	// UpdateTime: Output only. Timestamp when this
	// ModelDeploymentMonitoringJob was updated most recently.
	UpdateTime string `json:"updateTime,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g.
	// "AnalysisInstanceSchemaUri") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "AnalysisInstanceSchemaUri") to include in API requests with the JSON
	// null value. By default, fields with empty values are omitted from API
	// requests. However, any field with an empty value appearing in
	// NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDeploymentMonitoringJob: Represents a job that runs periodically to monitor the deployed models in an endpoint. It will analyze the logged training & prediction data to detect any abnormal behaviors.

func (*GoogleCloudAiplatformV1ModelDeploymentMonitoringJob) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDeploymentMonitoringJob) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata 

type GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata struct {
	// RunTime: The time that most recent monitoring pipelines that is
	// related to this run.
	RunTime string `json:"runTime,omitempty"`

	// Status: The status of the most recent monitoring pipeline.
	Status *GoogleRpcStatus `json:"status,omitempty"`

	// ForceSendFields is a list of field names (e.g. "RunTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "RunTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPip elineMetadata: All metadata of most recent monitoring pipelines.

func (*GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDeploymentMonitoringJobLatestMonitoringPipelineMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig 

type GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig struct {
	// DeployedModelId: The DeployedModel ID of the objective config.
	DeployedModelId string `json:"deployedModelId,omitempty"`

	// ObjectiveConfig: The objective config of for the modelmonitoring job
	// of this deployed model.
	ObjectiveConfig *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig `json:"objectiveConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedModelId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedModelId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig: ModelDeploymentMonitoringObjectiveConfig contains the pair of deployed_model_id to ModelMonitoringObjectiveConfig.

func (*GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDeploymentMonitoringObjectiveConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig 

type GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig struct {
	// MonitorInterval: Required. The model monitoring job scheduling
	// interval. It will be rounded up to next full hour. This defines how
	// often the monitoring jobs are triggered.
	MonitorInterval string `json:"monitorInterval,omitempty"`

	// MonitorWindow: The time window of the prediction data being included
	// in each prediction dataset. This window specifies how long the data
	// should be collected from historical model results for each run. If
	// not set, ModelDeploymentMonitoringScheduleConfig.monitor_interval
	// will be used. e.g. If currently the cutoff time is 2022-01-08
	// 14:30:00 and the monitor_window is set to be 3600, then data from
	// 2022-01-08 13:30:00 to 2022-01-08 14:30:00 will be retrieved and
	// aggregated to calculate the monitoring statistics.
	MonitorWindow string `json:"monitorWindow,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MonitorInterval") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MonitorInterval") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig: The config for scheduling monitoring job.

func (*GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluation 

type GoogleCloudAiplatformV1ModelEvaluation struct {
	// AnnotationSchemaUri: Points to a YAML file stored on Google Cloud
	// Storage describing EvaluatedDataItemView.predictions,
	// EvaluatedDataItemView.ground_truths, EvaluatedAnnotation.predictions,
	// and EvaluatedAnnotation.ground_truths. The schema is defined as an
	// OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// This field is not populated if there are neither
	// EvaluatedDataItemViews nor EvaluatedAnnotations under this
	// ModelEvaluation.
	AnnotationSchemaUri string `json:"annotationSchemaUri,omitempty"`

	// CreateTime: Output only. Timestamp when this ModelEvaluation was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// DataItemSchemaUri: Points to a YAML file stored on Google Cloud
	// Storage describing EvaluatedDataItemView.data_item_payload and
	// EvaluatedAnnotation.data_item_payload. The schema is defined as an
	// OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// This field is not populated if there are neither
	// EvaluatedDataItemViews nor EvaluatedAnnotations under this
	// ModelEvaluation.
	DataItemSchemaUri string `json:"dataItemSchemaUri,omitempty"`

	// DisplayName: The display name of the ModelEvaluation.
	DisplayName string `json:"displayName,omitempty"`

	// ExplanationSpecs: Describes the values of ExplanationSpec that are
	// used for explaining the predicted values on the evaluated data.
	ExplanationSpecs []*GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec `json:"explanationSpecs,omitempty"`

	// Metadata: The metadata of the ModelEvaluation. For the
	// ModelEvaluation uploaded from Managed Pipeline, metadata contains a
	// structured value with keys of "pipeline_job_id",
	// "evaluation_dataset_type", "evaluation_dataset_path",
	// "row_based_metrics_path".
	Metadata interface{} `json:"metadata,omitempty"`

	// Metrics: Evaluation metrics of the Model. The schema of the metrics
	// is stored in metrics_schema_uri
	Metrics interface{} `json:"metrics,omitempty"`

	// MetricsSchemaUri: Points to a YAML file stored on Google Cloud
	// Storage describing the metrics of this ModelEvaluation. The schema is
	// defined as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	MetricsSchemaUri string `json:"metricsSchemaUri,omitempty"`

	// ModelExplanation: Aggregated explanation metrics for the Model's
	// prediction output over the data this ModelEvaluation uses. This field
	// is populated only if the Model is evaluated with explanations, and
	// only for AutoML tabular Models.
	ModelExplanation *GoogleCloudAiplatformV1ModelExplanation `json:"modelExplanation,omitempty"`

	// Name: Output only. The resource name of the ModelEvaluation.
	Name string `json:"name,omitempty"`

	// SliceDimensions: All possible dimensions of ModelEvaluationSlices.
	// The dimensions can be used as the filter of the
	// ModelService.ListModelEvaluationSlices request, in the form of
	// `slice.dimension = `.
	SliceDimensions []string `json:"sliceDimensions,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "AnnotationSchemaUri")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnnotationSchemaUri") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluation: A collection of metrics calculated by comparing Model's predictions on all of the test data against annotations from the test data.

func (*GoogleCloudAiplatformV1ModelEvaluation) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec 

type GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec struct {
	// ExplanationSpec: Explanation spec details.
	ExplanationSpec *GoogleCloudAiplatformV1ExplanationSpec `json:"explanationSpec,omitempty"`

	// ExplanationType: Explanation type. For AutoML Image Classification
	// models, possible values are: * `image-integrated-gradients` *
	// `image-xrai`
	ExplanationType string `json:"explanationType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExplanationSpec") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExplanationSpec") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

func (*GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationSlice 

type GoogleCloudAiplatformV1ModelEvaluationSlice struct {
	// CreateTime: Output only. Timestamp when this ModelEvaluationSlice was
	// created.
	CreateTime string `json:"createTime,omitempty"`

	// Metrics: Output only. Sliced evaluation metrics of the Model. The
	// schema of the metrics is stored in metrics_schema_uri
	Metrics interface{} `json:"metrics,omitempty"`

	// MetricsSchemaUri: Output only. Points to a YAML file stored on Google
	// Cloud Storage describing the metrics of this ModelEvaluationSlice.
	// The schema is defined as an OpenAPI 3.0.2 Schema Object
	// (https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	MetricsSchemaUri string `json:"metricsSchemaUri,omitempty"`

	// ModelExplanation: Output only. Aggregated explanation metrics for the
	// Model's prediction output over the data this ModelEvaluation uses.
	// This field is populated only if the Model is evaluated with
	// explanations, and only for tabular Models.
	ModelExplanation *GoogleCloudAiplatformV1ModelExplanation `json:"modelExplanation,omitempty"`

	// Name: Output only. The resource name of the ModelEvaluationSlice.
	Name string `json:"name,omitempty"`

	// Slice: Output only. The slice of the test data that is used to
	// evaluate the Model.
	Slice *GoogleCloudAiplatformV1ModelEvaluationSliceSlice `json:"slice,omitempty"`

	// ServerResponse contains the HTTP response code and headers from the
	// server.
	googleapi.ServerResponse `json:"-"`

	// ForceSendFields is a list of field names (e.g. "CreateTime") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "CreateTime") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSlice: A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.

func (*GoogleCloudAiplatformV1ModelEvaluationSlice) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSlice) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationSliceSlice 

type GoogleCloudAiplatformV1ModelEvaluationSliceSlice struct {
	// Dimension: Output only. The dimension of the slice. Well-known
	// dimensions are: * `annotationSpec`: This slice is on the test data
	// that has either ground truth or prediction with
	// AnnotationSpec.display_name equals to value. * `slice`: This slice is
	// a user customized slice defined by its SliceSpec.
	Dimension string `json:"dimension,omitempty"`

	// SliceSpec: Output only. Specification for how the data was sliced.
	SliceSpec *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec `json:"sliceSpec,omitempty"`

	// Value: Output only. The value of the dimension in this slice.
	Value string `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Dimension") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Dimension") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSliceSlice: Definition of a slice.

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSlice) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSlice) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec 

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec struct {
	// Configs: Mapping configuration for this SliceSpec. The key is the
	// name of the feature. By default, the key will be prefixed by
	// "instance" as a dictionary prefix for Vertex Batch Predictions output
	// format.
	Configs map[string]GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig `json:"configs,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Configs") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Configs") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec: Specification for how the data should be sliced.

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpec) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange 

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange struct {
	// High: Exclusive high value for the range.
	High float64 `json:"high,omitempty"`

	// Low: Inclusive low value for the range.
	Low float64 `json:"low,omitempty"`

	// ForceSendFields is a list of field names (e.g. "High") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "High") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange: A range of values for slice(s). `low` is inclusive, `high` is exclusive.

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig 

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig struct {
	// AllValues: If all_values is set to true, then all possible labels of
	// the keyed feature will have another slice computed. Example:
	// `{"all_values":{"value":true}}`
	AllValues bool `json:"allValues,omitempty"`

	// Range: A range of values for a numerical feature. Example:
	// `{"range":{"low":10000.0,"high":50000.0}}` will capture 12345 and
	// 23334 in the slice.
	Range *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange `json:"range,omitempty"`

	// Value: A unique specific value for a given feature. Example: `{
	// "value": { "string_value": "12345" } }`
	Value *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue `json:"value,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AllValues") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AllValues") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig: Specification message containing the config for this SliceSpec. When `kind` is selected as `value` and/or `range`, only a single slice will be computed. When `all_values` is present, a separate slice will be computed for each possible label/value for the corresponding key in `config`. Examples, with feature zip_code with values 12345, 23334, 88888 and feature country with values "US", "Canada", "Mexico" in the dataset: Example 1: { "zip_code": { "value": { "float_value": 12345.0 } } } A single slice for any data with zip_code 12345 in the dataset. Example 2: { "zip_code": { "range": { "low": 12345, "high": 20000 } } } A single slice containing data where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this slice. Example 3: { "zip_code": { "range": { "low": 10000, "high": 20000 } }, "country": { "value": { "string_value": "US" } } } A single slice containing data where the zip_codes between 10000 and 20000 has the country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice. Example 4: { "country": {"all_values": { "value": true } } } Three slices are computed, one for each unique country in the dataset. Example 5: { "country": { "all_values": { "value": true } }, "zip_code": { "value": { "float_value": 12345.0 } } } Three slices are computed, one for each unique country in the dataset where the zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice, zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice, totaling 3 slices.

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue 

type GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue struct {
	// FloatValue: Float type.
	FloatValue float64 `json:"floatValue,omitempty"`

	// StringValue: String type.
	StringValue string `json:"stringValue,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FloatValue") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FloatValue") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue: Single value that supports strings and floats.

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue) MarshalJSON() ([]byte, error)

func (*GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue) UnmarshalJSON 

func (s *GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue) UnmarshalJSON(data []byte) error

type GoogleCloudAiplatformV1ModelExplanation 

type GoogleCloudAiplatformV1ModelExplanation struct {
	// MeanAttributions: Output only. Aggregated attributions explaining the
	// Model's prediction outputs over the set of instances. The
	// attributions are grouped by outputs. For Models that predict only one
	// output, such as regression Models that predict only one score, there
	// is only one attibution that explains the predicted output. For Models
	// that predict multiple outputs, such as multiclass Models that predict
	// multiple classes, each element explains one specific item.
	// Attribution.output_index can be used to identify which output this
	// attribution is explaining. The baselineOutputValue,
	// instanceOutputValue and featureAttributions fields are averaged over
	// the test data. NOTE: Currently AutoML tabular classification Models
	// produce only one attribution, which averages attributions over all
	// the classes it predicts. Attribution.approximation_error is not
	// populated.
	MeanAttributions []*GoogleCloudAiplatformV1Attribution `json:"meanAttributions,omitempty"`

	// ForceSendFields is a list of field names (e.g. "MeanAttributions") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "MeanAttributions") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelExplanation: Aggregated explanation metrics for a Model over a set of instances.

func (*GoogleCloudAiplatformV1ModelExplanation) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelExplanation) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelExportFormat 

type GoogleCloudAiplatformV1ModelExportFormat struct {
	// ExportableContents: Output only. The content of this Model that may
	// be exported.
	//
	// Possible values:
	//   "EXPORTABLE_CONTENT_UNSPECIFIED" - Should not be used.
	//   "ARTIFACT" - Model artifact and any of its supported files. Will be
	// exported to the location specified by the `artifactDestination` field
	// of the ExportModelRequest.output_config object.
	//   "IMAGE" - The container image that is to be used when deploying
	// this Model. Will be exported to the location specified by the
	// `imageDestination` field of the ExportModelRequest.output_config
	// object.
	ExportableContents []string `json:"exportableContents,omitempty"`

	// Id: Output only. The ID of the export format. The possible format IDs
	// are: * `tflite` Used for Android mobile devices. * `edgetpu-tflite`
	// Used for Edge TPU (https://cloud.google.com/edge-tpu/) devices. *
	// `tf-saved-model` A tensorflow model in SavedModel format. * `tf-js` A
	// TensorFlow.js (https://www.tensorflow.org/js) model that can be used
	// in the browser and in Node.js using JavaScript. * `core-ml` Used for
	// iOS mobile devices. * `custom-trained` A Model that was uploaded or
	// trained by custom code.
	Id string `json:"id,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExportableContents")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExportableContents") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelExportFormat: Represents export format supported by the Model. All formats export to Google Cloud Storage.

func (*GoogleCloudAiplatformV1ModelExportFormat) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelExportFormat) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelGardenSource 

type GoogleCloudAiplatformV1ModelGardenSource struct {
	// PublicModelName: Required. The model garden source model resource
	// name.
	PublicModelName string `json:"publicModelName,omitempty"`

	// ForceSendFields is a list of field names (e.g. "PublicModelName") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "PublicModelName") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelGardenSource: Contains information about the source of the models generated from Model Garden.

func (*GoogleCloudAiplatformV1ModelGardenSource) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelGardenSource) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringAlertConfig 

type GoogleCloudAiplatformV1ModelMonitoringAlertConfig struct {
	// EmailAlertConfig: Email alert config.
	EmailAlertConfig *GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig `json:"emailAlertConfig,omitempty"`

	// EnableLogging: Dump the anomalies to Cloud Logging. The anomalies
	// will be put to json payload encoded from proto
	// google.cloud.aiplatform.logging.ModelMonitoringAnomaliesLogEntry.
	// This can be further sinked to Pub/Sub or any other services supported
	// by Cloud Logging.
	EnableLogging bool `json:"enableLogging,omitempty"`

	// NotificationChannels: Resource names of the NotificationChannels to
	// send alert. Must be of the format `projects//notificationChannels/`
	NotificationChannels []string `json:"notificationChannels,omitempty"`

	// ForceSendFields is a list of field names (e.g. "EmailAlertConfig") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EmailAlertConfig") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringAlertConfig: The alert config for model monitoring.

func (*GoogleCloudAiplatformV1ModelMonitoringAlertConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringAlertConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig 

type GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig struct {
	// UserEmails: The email addresses to send the alert.
	UserEmails []string `json:"userEmails,omitempty"`

	// ForceSendFields is a list of field names (e.g. "UserEmails") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "UserEmails") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig: The config for email alert.

func (*GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringAlertConfigEmailAlertConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig struct {
	// ExplanationConfig: The config for integrating with Vertex Explainable
	// AI.
	ExplanationConfig *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig `json:"explanationConfig,omitempty"`

	// PredictionDriftDetectionConfig: The config for drift of prediction
	// data.
	PredictionDriftDetectionConfig *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig `json:"predictionDriftDetectionConfig,omitempty"`

	// TrainingDataset: Training dataset for models. This field has to be
	// set only if TrainingPredictionSkewDetectionConfig is specified.
	TrainingDataset *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset `json:"trainingDataset,omitempty"`

	// TrainingPredictionSkewDetectionConfig: The config for skew between
	// training data and prediction data.
	TrainingPredictionSkewDetectionConfig *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig `json:"trainingPredictionSkewDetectionConfig,omitempty"`

	// ForceSendFields is a list of field names (e.g. "ExplanationConfig")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "ExplanationConfig") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig: The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig struct {
	// EnableFeatureAttributes: If want to analyze the Vertex Explainable AI
	// feature attribute scores or not. If set to true, Vertex AI will log
	// the feature attributions from explain response and do the skew/drift
	// detection for them.
	EnableFeatureAttributes bool `json:"enableFeatureAttributes,omitempty"`

	// ExplanationBaseline: Predictions generated by the BatchPredictionJob
	// using baseline dataset.
	ExplanationBaseline *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline `json:"explanationBaseline,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "EnableFeatureAttributes") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "EnableFeatureAttributes")
	// to include in API requests with the JSON null value. By default,
	// fields with empty values are omitted from API requests. However, any
	// field with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig : The config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline struct {
	// Bigquery: BigQuery location for BatchExplain output.
	Bigquery *GoogleCloudAiplatformV1BigQueryDestination `json:"bigquery,omitempty"`

	// Gcs: Cloud Storage location for BatchExplain output.
	Gcs *GoogleCloudAiplatformV1GcsDestination `json:"gcs,omitempty"`

	// PredictionFormat: The storage format of the predictions generated
	// BatchPrediction job.
	//
	// Possible values:
	//   "PREDICTION_FORMAT_UNSPECIFIED" - Should not be set.
	//   "JSONL" - Predictions are in JSONL files.
	//   "BIGQUERY" - Predictions are in BigQuery.
	PredictionFormat string `json:"predictionFormat,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Bigquery") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Bigquery") to include in
	// API requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig ExplanationBaseline: Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig struct {
	// AttributionScoreDriftThresholds: Key is the feature name and value is
	// the threshold. The threshold here is against attribution score
	// distance between different time windows.
	AttributionScoreDriftThresholds map[string]GoogleCloudAiplatformV1ThresholdConfig `json:"attributionScoreDriftThresholds,omitempty"`

	// DefaultDriftThreshold: Drift anomaly detection threshold used by all
	// features. When the per-feature thresholds are not set, this field can
	// be used to specify a threshold for all features.
	DefaultDriftThreshold *GoogleCloudAiplatformV1ThresholdConfig `json:"defaultDriftThreshold,omitempty"`

	// DriftThresholds: Key is the feature name and value is the threshold.
	// If a feature needs to be monitored for drift, a value threshold must
	// be configured for that feature. The threshold here is against feature
	// distribution distance between different time windws.
	DriftThresholds map[string]GoogleCloudAiplatformV1ThresholdConfig `json:"driftThresholds,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AttributionScoreDriftThresholds") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "AttributionScoreDriftThresholds") to include in API requests with
	// the JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDe tectionConfig: The config for Prediction data drift detection.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset struct {
	// BigquerySource: The BigQuery table of the unmanaged Dataset used to
	// train this Model.
	BigquerySource *GoogleCloudAiplatformV1BigQuerySource `json:"bigquerySource,omitempty"`

	// DataFormat: Data format of the dataset, only applicable if the input
	// is from Google Cloud Storage. The possible formats are: "tf-record"
	// The source file is a TFRecord file. "csv" The source file is a CSV
	// file. "jsonl" The source file is a JSONL file.
	DataFormat string `json:"dataFormat,omitempty"`

	// Dataset: The resource name of the Dataset used to train this Model.
	Dataset string `json:"dataset,omitempty"`

	// GcsSource: The Google Cloud Storage uri of the unmanaged Dataset used
	// to train this Model.
	GcsSource *GoogleCloudAiplatformV1GcsSource `json:"gcsSource,omitempty"`

	// LoggingSamplingStrategy: Strategy to sample data from Training
	// Dataset. If not set, we process the whole dataset.
	LoggingSamplingStrategy *GoogleCloudAiplatformV1SamplingStrategy `json:"loggingSamplingStrategy,omitempty"`

	// TargetField: The target field name the model is to predict. This
	// field will be excluded when doing Predict and (or) Explain for the
	// training data.
	TargetField string `json:"targetField,omitempty"`

	// ForceSendFields is a list of field names (e.g. "BigquerySource") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "BigquerySource") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset: Training Dataset information.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig 

type GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig struct {
	// AttributionScoreSkewThresholds: Key is the feature name and value is
	// the threshold. The threshold here is against attribution score
	// distance between the training and prediction feature.
	AttributionScoreSkewThresholds map[string]GoogleCloudAiplatformV1ThresholdConfig `json:"attributionScoreSkewThresholds,omitempty"`

	// DefaultSkewThreshold: Skew anomaly detection threshold used by all
	// features. When the per-feature thresholds are not set, this field can
	// be used to specify a threshold for all features.
	DefaultSkewThreshold *GoogleCloudAiplatformV1ThresholdConfig `json:"defaultSkewThreshold,omitempty"`

	// SkewThresholds: Key is the feature name and value is the threshold.
	// If a feature needs to be monitored for skew, a value threshold must
	// be configured for that feature. The threshold here is against feature
	// distribution distance between the training and prediction feature.
	SkewThresholds map[string]GoogleCloudAiplatformV1ThresholdConfig `json:"skewThresholds,omitempty"`

	// ForceSendFields is a list of field names (e.g.
	// "AttributionScoreSkewThresholds") to unconditionally include in API
	// requests. By default, fields with empty or default values are omitted
	// from API requests. However, any non-pointer, non-interface field
	// appearing in ForceSendFields will be sent to the server regardless of
	// whether the field is empty or not. This may be used to include empty
	// fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g.
	// "AttributionScoreSkewThresholds") to include in API requests with the
	// JSON null value. By default, fields with empty values are omitted
	// from API requests. However, any field with an empty value appearing
	// in NullFields will be sent to the server as null. It is an error if a
	// field in this list has a non-empty value. This may be used to include
	// null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictio nSkewDetectionConfig: The config for Training & Prediction data skew detection. It specifies the training dataset sources and the skew detection parameters.

func (*GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies 

type GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies struct {
	// AnomalyCount: Number of anomalies within all stats.
	AnomalyCount int64 `json:"anomalyCount,omitempty"`

	// DeployedModelId: Deployed Model ID.
	DeployedModelId string `json:"deployedModelId,omitempty"`

	// FeatureStats: A list of historical Stats and Anomalies generated for
	// all Features.
	FeatureStats []*GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies `json:"featureStats,omitempty"`

	// Objective: Model Monitoring Objective those stats and anomalies
	// belonging to.
	//
	// Possible values:
	//   "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED" - Default
	// value, should not be set.
	//   "RAW_FEATURE_SKEW" - Raw feature values' stats to detect skew
	// between Training-Prediction datasets.
	//   "RAW_FEATURE_DRIFT" - Raw feature values' stats to detect drift
	// between Serving-Prediction datasets.
	//   "FEATURE_ATTRIBUTION_SKEW" - Feature attribution scores to detect
	// skew between Training-Prediction datasets.
	//   "FEATURE_ATTRIBUTION_DRIFT" - Feature attribution scores to detect
	// skew between Prediction datasets collected within different time
	// windows.
	Objective string `json:"objective,omitempty"`

	// ForceSendFields is a list of field names (e.g. "AnomalyCount") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "AnomalyCount") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies: Statistics and anomalies generated by Model Monitoring.

func (*GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies 

type GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies struct {
	// FeatureDisplayName: Display Name of the Feature.
	FeatureDisplayName string `json:"featureDisplayName,omitempty"`

	// PredictionStats: A list of historical stats generated by different
	// time window's Prediction Dataset.
	PredictionStats []*GoogleCloudAiplatformV1FeatureStatsAnomaly `json:"predictionStats,omitempty"`

	// Threshold: Threshold for anomaly detection.
	Threshold *GoogleCloudAiplatformV1ThresholdConfig `json:"threshold,omitempty"`

	// TrainingStats: Stats calculated for the Training Dataset.
	TrainingStats *GoogleCloudAiplatformV1FeatureStatsAnomaly `json:"trainingStats,omitempty"`

	// ForceSendFields is a list of field names (e.g. "FeatureDisplayName")
	// to unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "FeatureDisplayName") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricSta tsAnomalies: Historical Stats (and Anomalies) for a specific Feature.

func (*GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelOriginalModelInfo 

type GoogleCloudAiplatformV1ModelOriginalModelInfo struct {
	// Model: Output only. The resource name of the Model this Model is a
	// copy of, including the revision. Format:
	// `projects/{project}/locations/{location}/models/{model_id}@{version_id
	// }`
	Model string `json:"model,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Model") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Model") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelOriginalModelInfo: Contains information about the original Model if this Model is a copy.

func (*GoogleCloudAiplatformV1ModelOriginalModelInfo) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelOriginalModelInfo) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1ModelSourceInfo 

type GoogleCloudAiplatformV1ModelSourceInfo struct {
	// Copy: If this Model is copy of another Model. If true then
	// source_type pertains to the original.
	Copy bool `json:"copy,omitempty"`

	// SourceType: Type of the model source.
	//
	// Possible values:
	//   "MODEL_SOURCE_TYPE_UNSPECIFIED" - Should not be used.
	//   "AUTOML" - The Model is uploaded by automl training pipeline.
	//   "CUSTOM" - The Model is uploaded by user or custom training
	// pipeline.
	//   "BQML" - The Model is registered and sync'ed from BigQuery ML.
	//   "MODEL_GARDEN" - The Model is saved or tuned from Model Garden.
	//   "GENIE" - The Model is saved or tuned from Genie.
	//   "CUSTOM_TEXT_EMBEDDING" - The Model is uploaded by text embedding
	// finetuning pipeline.
	//   "MARKETPLACE" - The Model is saved or tuned from Marketplace.
	SourceType string `json:"sourceType,omitempty"`

	// ForceSendFields is a list of field names (e.g. "Copy") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "Copy") to include in API
	// requests with the JSON null value. By default, fields with empty
	// values are omitted from API requests. However, any field with an
	// empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1ModelSourceInfo: Detail description of the source information of the model.

func (*GoogleCloudAiplatformV1ModelSourceInfo) MarshalJSON 

func (s *GoogleCloudAiplatformV1ModelSourceInfo) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MutateDeployedIndexOperationMetadata 

type GoogleCloudAiplatformV1MutateDeployedIndexOperationMetadata struct {
	// DeployedIndexId: The unique index id specified by user
	DeployedIndexId string `json:"deployedIndexId,omitempty"`

	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndexId") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndexId") to
	// include in API requests with the JSON null value. By default, fields
	// with empty values are omitted from API requests. However, any field
	// with an empty value appearing in NullFields will be sent to the
	// server as null. It is an error if a field in this list has a
	// non-empty value. This may be used to include null fields in Patch
	// requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MutateDeployedIndexOperationMetadata: Runtime operation information for IndexEndpointService.MutateDeployedIndex.

func (*GoogleCloudAiplatformV1MutateDeployedIndexOperationMetadata) MarshalJSON 

func (s *GoogleCloudAiplatformV1MutateDeployedIndexOperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MutateDeployedIndexResponse 

type GoogleCloudAiplatformV1MutateDeployedIndexResponse struct {
	// DeployedIndex: The DeployedIndex that had been updated in the
	// IndexEndpoint.
	DeployedIndex *GoogleCloudAiplatformV1DeployedIndex `json:"deployedIndex,omitempty"`

	// ForceSendFields is a list of field names (e.g. "DeployedIndex") to
	// unconditionally include in API requests. By default, fields with
	// empty or default values are omitted from API requests. However, any
	// non-pointer, non-interface field appearing in ForceSendFields will be
	// sent to the server regardless of whether the field is empty or not.
	// This may be used to include empty fields in Patch requests.
	ForceSendFields []string `json:"-"`

	// NullFields is a list of field names (e.g. "DeployedIndex") to include
	// in API requests with the JSON null value. By default, fields with
	// empty values are omitted from API requests. However, any field with
	// an empty value appearing in NullFields will be sent to the server as
	// null. It is an error if a field in this list has a non-empty value.
	// This may be used to include null fields in Patch requests.
	NullFields []string `json:"-"`
}

GoogleCloudAiplatformV1MutateDeployedIndexResponse: Response message for IndexEndpointService.MutateDeployedIndex.

func (*GoogleCloudAiplatformV1MutateDeployedIndexResponse) MarshalJSON 

func (s *GoogleCloudAiplatformV1MutateDeployedIndexResponse) MarshalJSON() ([]byte, error)

type GoogleCloudAiplatformV1MutateDeployedModelOperationMetadata 

type GoogleCloudAiplatformV1MutateDeployedModelOperationMetadata struct {
	// GenericMetadata: The operation generic information.
	GenericMetadata *GoogleCloudAiplatformV1GenericOperationMetadata `json:"genericMetadata,omitempty"`

	// ForceSendFields is a list of field names (e.g. "GenericMetadata") to
	// unconditionally include in API requests. By default, fields with
	// empty o