ml

type ClassificationReport map[string]interface{}

type ClusteringReport map[string]interface{}

type CrossValidation struct {
	// Number of folds in the K-fold cross validation.
	KFold *int32 `json:"kFold,omitempty"`
	// Random state to shuffle and partition data.
	RandomSeed *int32 `json:"randomSeed,omitempty"`
	// Determine whether stratification is used in partitioning the data.
	Stratified *bool `json:"stratified,omitempty"`
}

type CrossValidationScore []map[string]interface{}

type DeploymentSpec struct {
	// CPU Resource limit for each container in a deployment.
	CpuLimit *string `json:"cpuLimit,omitempty"`
	// CPU Resource limit for serving requests.
	CpuRequest *string `json:"cpuRequest,omitempty"`
	// Memory Resource limit for each container in a deployment.
	MemoryLimit *string `json:"memoryLimit,omitempty"`
	// Memory Resource limit for serving requests.
	MemoryRequest *string `json:"memoryRequest,omitempty"`
	// Create replicated pods in a deployment.
	Replicas *int32 `json:"replicas,omitempty"`
}

type Error struct {
	Code    string                   `json:"code"`
	Message string                   `json:"message"`
	Details []map[string]interface{} `json:"details,omitempty"`
}

type Events struct {
	// Specifies a JSON object that contains explicit custom fields to be defined at index time.
	Attributes map[string]interface{} `json:"attributes,omitempty"`
	// Splunk host field.
	Host *string `json:"host,omitempty"`
	// Splunk source field.
	Source *string `json:"source,omitempty"`
	// Splunk sourcetype field.
	Sourcetype *string `json:"sourcetype,omitempty"`
}

type ExecutorErrors struct {
	Message *string `json:"message,omitempty"`
}

type ExecutorLogs struct {
	Level   *string `json:"level,omitempty"`
	Message *string `json:"message,omitempty"`
}

type Fields struct {
	// Fields necessary for task.
	Features []string `json:"features"`
	// Fields produced by task.
	Created []string `json:"created,omitempty"`
	// Target field necessary for task.
	Target *string `json:"target,omitempty"`
}

type FitTask struct {
	Algorithm string       `json:"algorithm"`
	Fields    Fields       `json:"fields"`
	Kind      *FitTaskKind `json:"kind,omitempty"`
	// The name has to be unique in the same workflow, it is optional, can be used to identify that task artifact.
	Name              *string                `json:"name,omitempty"`
	OutputTransformer *string                `json:"outputTransformer,omitempty"`
	Parameters        map[string]interface{} `json:"parameters,omitempty"`
}

type FitTaskKind string

type ForecastingReport map[string]interface{}

type InputData struct {
	Kind   InputDataKind   `json:"kind"`
	Source InputDataSource `json:"source"`
}

type InputDataKind string

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

type InputStream struct {
	Kind   InputStreamKind   `json:"kind"`
	Source InputStreamSource `json:"source"`
}

type InputStreamKind string

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

type InputStreamSourceOffsetReset string

type KafkaInput struct {
	Topic       string                 `json:"topic"`
	OffsetReset *KafkaInputOffsetReset `json:"offsetReset,omitempty"`
}

type KafkaInputOffsetReset string

type KafkaOutput struct {
	Topic string `json:"topic"`
}

type OutputData struct {
	Destination *OutputDataDestination `json:"destination,omitempty"`
	Kind        *OutputDataKind        `json:"kind,omitempty"`
}

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

type OutputDataKind string

type OutputStream struct {
	Destination OutputStreamDestination `json:"destination"`
	Kind        OutputStreamKind        `json:"kind"`
}

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

type OutputStreamKind string

type RawData struct {
	// A base-64 encoded CSV string.
	Data *string `json:"data,omitempty"`
}

type RegressionReport map[string]interface{}

type Score struct {
	Kind   ScoreKind   `json:"kind"`
	Report ScoreReport `json:"report"`
}

type ScoreKind string

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

type Service services.BaseService

type Servicer interface {
	//interfaces that are auto-generated in interface_generated.go
	ServicerGenerated
}

type ServicerGenerated interface {
	/*
		CreateWorkflow - Creates a workflow configuration.
		Parameters:
			workflow: Workflow configuration to be created.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflow(workflow Workflow, resp ...*http.Response) (*Workflow, error)
	/*
		CreateWorkflowBuild - Creates a workflow build.
		Parameters:
			id: The workflow ID.
			workflowBuild: Input data used to build the workflow.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflowBuild(id string, workflowBuild WorkflowBuild, resp ...*http.Response) (*WorkflowBuild, error)
	/*
		CreateWorkflowDeployment - Creates a workflow deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			workflowDeployment: Input data used to build the workflow deployment.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflowDeployment(id string, buildId string, workflowDeployment WorkflowDeployment, resp ...*http.Response) (*WorkflowDeployment, error)
	/*
		CreateWorkflowInference - Creates a workflow inference request.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			deploymentId: The workflow deployment ID.
			workflowInference: Input data to the inference request.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflowInference(id string, buildId string, deploymentId string, workflowInference WorkflowInference, resp ...*http.Response) (*WorkflowInference, error)
	/*
		CreateWorkflowRun - Creates a workflow run.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			workflowRun: Input data used to build the workflow.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflowRun(id string, buildId string, workflowRun WorkflowRun, resp ...*http.Response) (*WorkflowRun, error)
	/*
		CreateWorkflowStreamDeployment - Creates a workflow streaming deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			workflowStreamDeployment: Configuration for the workflow streaming deployment.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	CreateWorkflowStreamDeployment(id string, buildId string, workflowStreamDeployment WorkflowStreamDeployment, resp ...*http.Response) (*WorkflowStreamDeployment, error)
	/*
		DeleteWorkflow - Removes a workflow configuration.
		Parameters:
			id: The workflow ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	DeleteWorkflow(id string, resp ...*http.Response) error
	/*
		DeleteWorkflowBuild - Removes a workflow build.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	DeleteWorkflowBuild(id string, buildId string, resp ...*http.Response) error
	/*
		DeleteWorkflowDeployment - Removes a workflow deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			deploymentId: The workflow deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	DeleteWorkflowDeployment(id string, buildId string, deploymentId string, resp ...*http.Response) error
	/*
		DeleteWorkflowRun - Removes a workflow run.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			runId: The workflow run ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	DeleteWorkflowRun(id string, buildId string, runId string, resp ...*http.Response) error
	/*
		DeleteWorkflowStreamDeployment - Removes a workflow streaming deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			streamDeploymentId: The workflow streaming deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	DeleteWorkflowStreamDeployment(id string, buildId string, streamDeploymentId string, resp ...*http.Response) error
	/*
		GetWorkflow - Returns a workflow configuration.
		Parameters:
			id: The workflow ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflow(id string, resp ...*http.Response) (*Workflow, error)
	/*
		GetWorkflowBuild - Returns the status of a workflow build.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowBuild(id string, buildId string, resp ...*http.Response) (*WorkflowBuild, error)
	/*
		GetWorkflowBuildError - Returns a list of workflow errors.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowBuildError(id string, buildId string, resp ...*http.Response) (*WorkflowBuildError, error)
	/*
		GetWorkflowBuildLog - Returns the logs from a workflow build.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowBuildLog(id string, buildId string, resp ...*http.Response) (*WorkflowBuildLog, error)
	/*
		GetWorkflowDeployment - Returns the status of a workflow deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			deploymentId: The workflow deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowDeployment(id string, buildId string, deploymentId string, resp ...*http.Response) (*WorkflowDeployment, error)
	/*
		GetWorkflowDeploymentError - Returns a list of workflow deployment errors.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			deploymentId: The workflow deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowDeploymentError(id string, buildId string, deploymentId string, resp ...*http.Response) (*WorkflowDeploymentError, error)
	/*
		GetWorkflowDeploymentLog - Returns the logs from a workflow deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			deploymentId: The workflow deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowDeploymentLog(id string, buildId string, deploymentId string, resp ...*http.Response) (*WorkflowDeploymentLog, error)
	/*
		GetWorkflowRun - Returns the status of a workflow run.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			runId: The workflow run ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowRun(id string, buildId string, runId string, resp ...*http.Response) (*WorkflowRun, error)
	/*
		GetWorkflowRunError - Returns the errors for a workflow run.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			runId: The workflow run ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowRunError(id string, buildId string, runId string, resp ...*http.Response) (*WorkflowRunError, error)
	/*
		GetWorkflowRunLog - Returns the logs for a workflow run.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			runId: The workflow run ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowRunLog(id string, buildId string, runId string, resp ...*http.Response) (*WorkflowRunLog, error)
	/*
		GetWorkflowStreamDeployment - Returns the status of a workflow streaming deployment.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			streamDeploymentId: The workflow streaming deployment ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	GetWorkflowStreamDeployment(id string, buildId string, streamDeploymentId string, resp ...*http.Response) (*WorkflowStreamDeployment, error)
	/*
		ListWorkflowBuilds - Returns a list of workflow builds.
		Parameters:
			id: The workflow ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	ListWorkflowBuilds(id string, resp ...*http.Response) ([]WorkflowBuild, error)
	/*
		ListWorkflowDeployments - Returns a list of workflow deployments.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	ListWorkflowDeployments(id string, buildId string, resp ...*http.Response) ([]WorkflowDeployment, error)
	/*
		ListWorkflowRuns - Returns a list of workflow runs.
		Parameters:
			id: The workflow ID.
			buildId: The workflow build ID.
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	ListWorkflowRuns(id string, buildId string, resp ...*http.Response) ([]WorkflowRun, error)
	/*
		ListWorkflows - Returns a list of workflow configurations.
		Parameters:
			resp: an optional pointer to a http.Response to be populated by this method. NOTE: only the first resp pointer will be used if multiple are provided
	*/
	ListWorkflows(resp ...*http.Response) ([]WorkflowsGetResponse, error)
}

type Spl struct {
	Query string `json:"query"`
	// Determine whether the Search service extracts all available fields in the data, including fields not mentioned in the SPL for the search job. Set to 'false' for better search performance.
	ExtractAllFields *bool `json:"extractAllFields,omitempty"`
	// The number of seconds to run this search before finalizing.
	MaxTime *int32 `json:"maxTime,omitempty"`
	// The module to run the search in. The default module is used if a module is not specified.
	Module *string `json:"module,omitempty"`
	// Represents parameters on the search job such as 'earliest' and 'latest'.
	QueryParameters map[string]interface{} `json:"queryParameters,omitempty"`
}

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

type TaskCommon struct {
	Kind *TaskCommonKind `json:"kind,omitempty"`
	// The name has to be unique in the same workflow, it is optional, can be used to identify that task artifact.
	Name *string `json:"name,omitempty"`
}

type TaskCommonKind string

type TaskKind string

type TaskSummary struct {
	Algorithm *string `json:"algorithm,omitempty"`
	Name      *string `json:"name,omitempty"`
	// Summary of the task, including but not limited to learned parameters and statistics.
	Summary interface{} `json:"summary,omitempty"`
}

type TrainTestScore struct {
	TestScore     *Score `json:"testScore,omitempty"`
	TrainingScore *Score `json:"trainingScore,omitempty"`
}

type TrainTestSplit struct {
	// Random state to shuffle and partition data.
	RandomSeed *int32 `json:"randomSeed,omitempty"`
	// Ratio to split out training set and test set. For example, 0.8 means 80% of data for the training set and 20% for the test set.
	Ratio *float32 `json:"ratio,omitempty"`
	// Determine whether stratification is used in partitioning the data.
	Stratified *bool `json:"stratified,omitempty"`
}

type TrainingParameters map[string]interface{}

type Workflow struct {
	Tasks        []Task  `json:"tasks"`
	CreationTime *string `json:"creationTime,omitempty"`
	Id           *string `json:"id,omitempty"`
	Name         *string `json:"name,omitempty"`
}

type WorkflowBuild struct {
	Input           InputData            `json:"input"`
	CreationTime    *string              `json:"creationTime,omitempty"`
	EndTime         *string              `json:"endTime,omitempty"`
	Id              *string              `json:"id,omitempty"`
	Name            *string              `json:"name,omitempty"`
	Output          *OutputData          `json:"output,omitempty"`
	PipelineSummary []TaskSummary        `json:"pipelineSummary,omitempty"`
	StartTime       *string              `json:"startTime,omitempty"`
	Status          *WorkflowBuildStatus `json:"status,omitempty"`
	// Number of seconds before a workflow build times out.
	TimeoutSecs      *int32                         `json:"timeoutSecs,omitempty"`
	TrainingScore    *Score                         `json:"trainingScore,omitempty"`
	ValidationOption *WorkflowBuildValidationOption `json:"validationOption,omitempty"`
	ValidationScore  *WorkflowBuildValidationScore  `json:"validationScore,omitempty"`
	Workflow         *Workflow                      `json:"workflow,omitempty"`
}

type WorkflowBuildError struct {
	Id                    string                  `json:"id"`
	WorkflowId            string                  `json:"workflowId"`
	ExecutorErrors        []ExecutorErrors        `json:"executorErrors,omitempty"`
	RequestId             *string                 `json:"requestId,omitempty"`
	WorkflowManagerErrors []WorkflowManagerErrors `json:"workflowManagerErrors,omitempty"`
}

type WorkflowBuildLog struct {
	Id                  string                `json:"id"`
	WorkflowId          string                `json:"workflowId"`
	ExecutorLogs        []ExecutorLogs        `json:"executorLogs,omitempty"`
	RequestId           *string               `json:"requestId,omitempty"`
	WorkflowManagerLogs []WorkflowManagerLogs `json:"workflowManagerLogs,omitempty"`
}

type WorkflowBuildStatus string

type WorkflowBuildValidationOption struct {
	Kind   WorkflowBuildValidationOptionKind `json:"kind"`
	Option *WorkflowValidationOption         `json:"option,omitempty"`
}

type WorkflowBuildValidationOptionKind string

type WorkflowBuildValidationScore struct {
	Kind  WorkflowBuildValidationScoreKind `json:"kind"`
	Score WorkflowValidationScore          `json:"score"`
}

type WorkflowBuildValidationScoreKind string

type WorkflowDeployment struct {
	Spec          DeploymentSpec            `json:"spec"`
	CreationTime  *string                   `json:"creationTime,omitempty"`
	EndTime       *string                   `json:"endTime,omitempty"`
	Id            *string                   `json:"id,omitempty"`
	Name          *string                   `json:"name,omitempty"`
	StartTime     *string                   `json:"startTime,omitempty"`
	Status        *WorkflowDeploymentStatus `json:"status,omitempty"`
	WorkflowBuild *WorkflowBuild            `json:"workflowBuild,omitempty"`
}

type WorkflowDeploymentError struct {
	BuildId               string                  `json:"buildId"`
	Id                    string                  `json:"id"`
	WorkflowId            string                  `json:"workflowId"`
	ExecutorErrors        []ExecutorErrors        `json:"executorErrors,omitempty"`
	RequestId             *string                 `json:"requestId,omitempty"`
	WorkflowManagerErrors []WorkflowManagerErrors `json:"workflowManagerErrors,omitempty"`
}

type WorkflowDeploymentLog struct {
	BuildId             string                `json:"buildId"`
	Id                  string                `json:"id"`
	WorkflowId          string                `json:"workflowId"`
	ExecutorLogs        []ExecutorLogs        `json:"executorLogs,omitempty"`
	RequestId           *string               `json:"requestId,omitempty"`
	WorkflowManagerLogs []WorkflowManagerLogs `json:"workflowManagerLogs,omitempty"`
}

type WorkflowDeploymentStatus string

type WorkflowInference struct {
	Input  string  `json:"input"`
	Output *string `json:"output,omitempty"`
}

type WorkflowManagerErrors struct {
	Message *string `json:"message,omitempty"`
}

type WorkflowManagerLogs struct {
	Level   *string `json:"level,omitempty"`
	Message *string `json:"message,omitempty"`
}

type WorkflowRun struct {
	Input        InputData  `json:"input"`
	Output       OutputData `json:"output"`
	CreationTime *string    `json:"creationTime,omitempty"`
	EndTime      *string    `json:"endTime,omitempty"`
	// Determine whether to evaluate the prediction.
	Evaluate        *bool              `json:"evaluate,omitempty"`
	Id              *string            `json:"id,omitempty"`
	Name            *string            `json:"name,omitempty"`
	PredictionScore *Score             `json:"predictionScore,omitempty"`
	StartTime       *string            `json:"startTime,omitempty"`
	Status          *WorkflowRunStatus `json:"status,omitempty"`
	// Number of seconds before a workflow run times out.
	TimeoutSecs   *int32         `json:"timeoutSecs,omitempty"`
	WorkflowBuild *WorkflowBuild `json:"workflowBuild,omitempty"`
}

type WorkflowRunError struct {
	BuildId               string                  `json:"buildId"`
	Id                    string                  `json:"id"`
	WorkflowId            string                  `json:"workflowId"`
	ExecutorErrors        []ExecutorErrors        `json:"executorErrors,omitempty"`
	RequestId             *string                 `json:"requestId,omitempty"`
	WorkflowManagerErrors []WorkflowManagerErrors `json:"workflowManagerErrors,omitempty"`
}

type WorkflowRunLog struct {
	BuildId             string                `json:"buildId"`
	Id                  string                `json:"id"`
	WorkflowId          string                `json:"workflowId"`
	ExecutorLogs        []ExecutorLogs        `json:"executorLogs,omitempty"`
	RequestId           *string               `json:"requestId,omitempty"`
	WorkflowManagerLogs []WorkflowManagerLogs `json:"workflowManagerLogs,omitempty"`
}

type WorkflowRunStatus string

type WorkflowStreamDeployment struct {
	Input         InputStream                     `json:"input"`
	Output        OutputStream                    `json:"output"`
	CreationTime  *string                         `json:"creationTime,omitempty"`
	EndTime       *string                         `json:"endTime,omitempty"`
	Id            *string                         `json:"id,omitempty"`
	Name          *string                         `json:"name,omitempty"`
	Spec          *DeploymentSpec                 `json:"spec,omitempty"`
	StartTime     *string                         `json:"startTime,omitempty"`
	Status        *WorkflowStreamDeploymentStatus `json:"status,omitempty"`
	WorkflowBuild *WorkflowBuild                  `json:"workflowBuild,omitempty"`
}

type WorkflowStreamDeploymentStatus string

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

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

type WorkflowsGetResponse struct {
	CreationTime *string `json:"creationTime,omitempty"`
	Id           *string `json:"id,omitempty"`
	Name         *string `json:"name,omitempty"`
}