explaindataframeanalytics

Documentation

Overview

Explains a data frame analytics config.

Index

• Variables
• type ExplainDataFrameAnalytics
  • func New(tp elastictransport.Interface) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) AllowLazyStart(allowlazystart bool) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) Analysis(analysis *types.DataframeAnalysisContainer) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) AnalyzedFields(analyzedfields *types.DataframeAnalysisAnalyzedFields) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) Description(description string) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) Dest(dest *types.DataframeAnalyticsDestination) *ExplainDataFrameAnalytics
  • func (r ExplainDataFrameAnalytics) Do(providedCtx context.Context) (*Response, error)
  • func (r *ExplainDataFrameAnalytics) Header(key, value string) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) HttpRequest(ctx context.Context) (*http.Request, error)
  • func (r *ExplainDataFrameAnalytics) Id(id string) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) MaxNumThreads(maxnumthreads int) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) ModelMemoryLimit(modelmemorylimit string) *ExplainDataFrameAnalytics
  • func (r ExplainDataFrameAnalytics) Perform(providedCtx context.Context) (*http.Response, error)
  • func (r *ExplainDataFrameAnalytics) Raw(raw io.Reader) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) Request(req *Request) *ExplainDataFrameAnalytics
  • func (r *ExplainDataFrameAnalytics) Source(source *types.DataframeAnalyticsSource) *ExplainDataFrameAnalytics
• type NewExplainDataFrameAnalytics
  • func NewExplainDataFrameAnalyticsFunc(tp elastictransport.Interface) NewExplainDataFrameAnalytics
• type Request
  • func NewRequest() *Request
  • func (r *Request) FromJSON(data string) (*Request, error)
• type Response
  • func NewResponse() *Response

Variables

var ErrBuildPath = errors.New("cannot build path, check for missing path parameters")

ErrBuildPath is returned in case of missing parameters within the build of the request.

Types

type ExplainDataFrameAnalytics

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

func New

func New(tp elastictransport.Interface) *ExplainDataFrameAnalytics

Explains a data frame analytics config.

http://www.elastic.co/guide/en/elasticsearch/reference/current/explain-dfanalytics.html

func (*ExplainDataFrameAnalytics) AllowLazyStart

func (r *ExplainDataFrameAnalytics) AllowLazyStart(allowlazystart bool) *ExplainDataFrameAnalytics

AllowLazyStart Specifies whether this job can start when there is insufficient machine learning node capacity for it to be immediately assigned to a node. API name: allow_lazy_start

func (*ExplainDataFrameAnalytics) Analysis

func (r *ExplainDataFrameAnalytics) Analysis(analysis *types.DataframeAnalysisContainer) *ExplainDataFrameAnalytics

Analysis The analysis configuration, which contains the information necessary to perform one of the following types of analysis: classification, outlier detection, or regression. API name: analysis

func (*ExplainDataFrameAnalytics) AnalyzedFields

func (r *ExplainDataFrameAnalytics) AnalyzedFields(analyzedfields *types.DataframeAnalysisAnalyzedFields) *ExplainDataFrameAnalytics

AnalyzedFields Specify includes and/or excludes patterns to select which fields will be included in the analysis. The patterns specified in excludes are applied last, therefore excludes takes precedence. In other words, if the same field is specified in both includes and excludes, then the field will not be included in the analysis. API name: analyzed_fields

func (*ExplainDataFrameAnalytics) Description

func (r *ExplainDataFrameAnalytics) Description(description string) *ExplainDataFrameAnalytics

Description A description of the job. API name: description

func (*ExplainDataFrameAnalytics) Dest

func (r *ExplainDataFrameAnalytics) Dest(dest *types.DataframeAnalyticsDestination) *ExplainDataFrameAnalytics

Dest The destination configuration, consisting of index and optionally results_field (ml by default). API name: dest

func (ExplainDataFrameAnalytics) Do

func (r ExplainDataFrameAnalytics) Do(providedCtx context.Context) (*Response, error)

Do runs the request through the transport, handle the response and returns a explaindataframeanalytics.Response

func (*ExplainDataFrameAnalytics) Header

func (r *ExplainDataFrameAnalytics) Header(key, value string) *ExplainDataFrameAnalytics

Header set a key, value pair in the ExplainDataFrameAnalytics headers map.

func (*ExplainDataFrameAnalytics) HttpRequest

func (r *ExplainDataFrameAnalytics) HttpRequest(ctx context.Context) (*http.Request, error)

HttpRequest returns the http.Request object built from the given parameters.

func (*ExplainDataFrameAnalytics) Id

func (r *ExplainDataFrameAnalytics) Id(id string) *ExplainDataFrameAnalytics

Id Identifier for the data frame analytics job. This identifier can contain lowercase alphanumeric characters (a-z and 0-9), hyphens, and underscores. It must start and end with alphanumeric characters. API Name: id

func (*ExplainDataFrameAnalytics) MaxNumThreads

func (r *ExplainDataFrameAnalytics) MaxNumThreads(maxnumthreads int) *ExplainDataFrameAnalytics

MaxNumThreads The maximum number of threads to be used by the analysis. Using more threads may decrease the time necessary to complete the analysis at the cost of using more CPU. Note that the process may use additional threads for operational functionality other than the analysis itself. API name: max_num_threads

func (*ExplainDataFrameAnalytics) ModelMemoryLimit

func (r *ExplainDataFrameAnalytics) ModelMemoryLimit(modelmemorylimit string) *ExplainDataFrameAnalytics

ModelMemoryLimit The approximate maximum amount of memory resources that are permitted for analytical processing. If your `elasticsearch.yml` file contains an `xpack.ml.max_model_memory_limit` setting, an error occurs when you try to create data frame analytics jobs that have `model_memory_limit` values greater than that setting. API name: model_memory_limit

func (ExplainDataFrameAnalytics) Perform

func (r ExplainDataFrameAnalytics) Perform(providedCtx context.Context) (*http.Response, error)

Perform runs the http.Request through the provided transport and returns an http.Response.

func (*ExplainDataFrameAnalytics) Raw

func (r *ExplainDataFrameAnalytics) Raw(raw io.Reader) *ExplainDataFrameAnalytics

Raw takes a json payload as input which is then passed to the http.Request If specified Raw takes precedence on Request method.

func (*ExplainDataFrameAnalytics) Request

func (r *ExplainDataFrameAnalytics) Request(req *Request) *ExplainDataFrameAnalytics

Request allows to set the request property with the appropriate payload.

func (*ExplainDataFrameAnalytics) Source

func (r *ExplainDataFrameAnalytics) Source(source *types.DataframeAnalyticsSource) *ExplainDataFrameAnalytics

Source The configuration of how to source the analysis data. It requires an index. Optionally, query and _source may be specified. API name: source

type NewExplainDataFrameAnalytics

type NewExplainDataFrameAnalytics func() *ExplainDataFrameAnalytics

NewExplainDataFrameAnalytics type alias for index.

func NewExplainDataFrameAnalyticsFunc

func NewExplainDataFrameAnalyticsFunc(tp elastictransport.Interface) NewExplainDataFrameAnalytics

NewExplainDataFrameAnalyticsFunc returns a new instance of ExplainDataFrameAnalytics with the provided transport. Used in the index of the library this allows to retrieve every apis in once place.

type Request

type Request struct {

	// AllowLazyStart Specifies whether this job can start when there is insufficient machine
	// learning node capacity for it to be immediately assigned to a node.
	AllowLazyStart *bool `json:"allow_lazy_start,omitempty"`
	// Analysis The analysis configuration, which contains the information necessary to
	// perform one of the following types of analysis: classification, outlier
	// detection, or regression.
	Analysis *types.DataframeAnalysisContainer `json:"analysis,omitempty"`
	// AnalyzedFields Specify includes and/or excludes patterns to select which fields will be
	// included in the analysis. The patterns specified in excludes are applied
	// last, therefore excludes takes precedence. In other words, if the same
	// field is specified in both includes and excludes, then the field will not
	// be included in the analysis.
	AnalyzedFields *types.DataframeAnalysisAnalyzedFields `json:"analyzed_fields,omitempty"`
	// Description A description of the job.
	Description *string `json:"description,omitempty"`
	// Dest The destination configuration, consisting of index and optionally
	// results_field (ml by default).
	Dest *types.DataframeAnalyticsDestination `json:"dest,omitempty"`
	// MaxNumThreads The maximum number of threads to be used by the analysis. Using more
	// threads may decrease the time necessary to complete the analysis at the
	// cost of using more CPU. Note that the process may use additional threads
	// for operational functionality other than the analysis itself.
	MaxNumThreads *int `json:"max_num_threads,omitempty"`
	// ModelMemoryLimit The approximate maximum amount of memory resources that are permitted for
	// analytical processing. If your `elasticsearch.yml` file contains an
	// `xpack.ml.max_model_memory_limit` setting, an error occurs when you try to
	// create data frame analytics jobs that have `model_memory_limit` values
	// greater than that setting.
	ModelMemoryLimit *string `json:"model_memory_limit,omitempty"`
	// Source The configuration of how to source the analysis data. It requires an
	// index. Optionally, query and _source may be specified.
	Source *types.DataframeAnalyticsSource `json:"source,omitempty"`
}

Request holds the request body struct for the package explaindataframeanalytics

https://github.com/elastic/elasticsearch-specification/blob/5fb8f1ce9c4605abcaa44aa0f17dbfc60497a757/specification/ml/explain_data_frame_analytics/MlExplainDataFrameAnalyticsRequest.ts#L30-L107

func NewRequest

func NewRequest() *Request

NewRequest returns a Request

func (*Request) FromJSON

func (r *Request) FromJSON(data string) (*Request, error)

FromJSON allows to load an arbitrary json into the request structure

type Response

type Response struct {

	// FieldSelection An array of objects that explain selection for each field, sorted by the
	// field names.
	FieldSelection []types.DataframeAnalyticsFieldSelection `json:"field_selection"`
	// MemoryEstimation An array of objects that explain selection for each field, sorted by the
	// field names.
	MemoryEstimation types.DataframeAnalyticsMemoryEstimation `json:"memory_estimation"`
}

Response holds the response body struct for the package explaindataframeanalytics

https://github.com/elastic/elasticsearch-specification/blob/5fb8f1ce9c4605abcaa44aa0f17dbfc60497a757/specification/ml/explain_data_frame_analytics/MlExplainDataFrameAnalyticsResponse.ts#L25-L32

func NewResponse

func NewResponse() *Response

NewResponse returns a Response