'use strict'; const isNil = require('lodash.isnil'); const PipelineAggregationBase = require('./pipeline-aggregation-base'); const ES_REF_URL = 'https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-pipeline-movfn-aggregation.html'; /** * Given an ordered series of data, the Moving Function aggregation * will slide a window across the data and allow the user to specify * a custom script that is executed on each window of data. * For convenience, a number of common functions are predefined such as min/max, moving averages, etc. * * `moving_fn` aggregations must be embedded inside of a histogram or * date_histogram aggregation. * * [Elasticsearch reference](https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-pipeline-movfn-aggregation.html) * * NOTE: Only available in Elasticsearch 6.4.0+. * * @example * const agg = esb.movingFunctionAggregation('the_movfn', 'the_sum') * .model('holt') * .window(5) * .gapPolicy('insert_zeros') * .settings({ alpha: 0.8 }); * * @example * const reqBody = esb.requestBodySearch() * .agg( * esb.dateHistogramAggregation('my_date_histo', 'timestamp') * .interval('day') * .agg(esb.sumAggregation('the_sum', 'lemmings')) * // Relative path to sibling metric `the_sum` * .agg(esb.movingFunctionAggregation('the_movfn', 'the_sum')) * ) * .size(0); * * @example * const reqBody = esb.requestBodySearch() * .agg( * esb.dateHistogramAggregation('my_date_histo', 'timestamp') * .interval('day') * // Use the document count as it's input * .agg(esb.movingFunctionAggregation('the_movfn', '_count')) * ) * .size(0); * * @param {string} name The name which will be used to refer to this aggregation. * @param {string=} bucketsPath The relative path of metric to aggregate over. * @param {string=} window The size of window to "slide" across the histogram. * @param {string=} script The script that should be executed on each window of data. * * @extends PipelineAggregationBase */ class MovingFunctionAggregation extends PipelineAggregationBase { // eslint-disable-next-line require-jsdoc constructor(name, bucketsPath, window, script) { super(name, 'moving_fn', ES_REF_URL, bucketsPath); if (!isNil(window)) this._aggsDef.window = window; if (!isNil(script)) this._aggsDef.script = script; } /** * Sets the size of window to "slide" across the histogram. Optional. * * @example * const agg = esb.movingFunctionAggregation('the_movfn', 'the_sum') * .window(30) * * @param {number} window Default is 5 * @returns {MovingFunctionAggregation} returns `this` so that calls can be chained */ window(window) { this._aggsDef.window = window; return this; } /** * Sets shift of window position. Optional. * * @example * const agg = esb.movingFunctionAggregation('the_movfn', 'the_sum') * .shift(30) * * @param {number} shift Default is 0 * @returns {MovingFunctionAggregation} returns `this` so that calls can be chained */ shift(shift) { this._aggsDef.shift = shift; return this; } /** * Sets the script that should be executed on each window of data. Required. * * @example * const agg = esb.movingFunctionAggregation('the_movfn', 'the_sum', "MovingFunctions.unweightedAvg(values)"") * .script("MovingFunctions.unweightedAvg(values)") * * @param {string} script * @returns {MovingFunctionAggregation} returns `this` so that calls can be chained */ script(script) { this._aggsDef.script = script; return this; } } module.exports = MovingFunctionAggregation;