explaindataframeanalytics

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

type NewExplainDataFrameAnalytics func() *ExplainDataFrameAnalytics

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"`
}

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"`
}