From c312fea87d1e974cb9de5550a8d726ac7a17cfa0 Mon Sep 17 00:00:00 2001 From: Karl Pauls Date: Fri, 11 Oct 2024 12:55:09 +0200 Subject: [PATCH 1/4] refactor: switch to rum-distiller for oversight --- tools/oversight/acquisition.js | 150 - tools/oversight/charts/barchart.js | 5 +- tools/oversight/charts/sankey.js | 5 +- tools/oversight/charts/skyline.js | 22 +- tools/oversight/consent.js | 56 - tools/oversight/cruncher.js | 959 - .../oversight/elements/conversion-tracker.js | 4 +- tools/oversight/elements/list-facet.js | 9 +- tools/oversight/elements/number-format.js | 5 +- tools/oversight/explorer.html | 3 +- tools/oversight/flow.html | 3 +- tools/oversight/list.html | 3 +- tools/oversight/loader.js | 4 +- tools/oversight/package.json | 7 +- tools/oversight/share.html | 3 +- tools/oversight/single.html | 3 +- tools/oversight/slicer.js | 132 +- tools/oversight/test/acquisition.test.js | 122 - tools/oversight/test/cruncher.fixture.json | 86510 ---------------- tools/oversight/test/cruncher.test.js | 879 - tools/oversight/test/number-format.test.js | 58 - tools/oversight/test/utils.test.js | 41 +- tools/oversight/utils.js | 347 +- 23 files changed, 138 insertions(+), 89192 deletions(-) delete mode 100644 tools/oversight/acquisition.js delete mode 100644 tools/oversight/consent.js delete mode 100644 tools/oversight/cruncher.js delete mode 100644 tools/oversight/test/acquisition.test.js delete mode 100644 tools/oversight/test/cruncher.fixture.json delete mode 100644 tools/oversight/test/cruncher.test.js delete mode 100644 tools/oversight/test/number-format.test.js diff --git a/tools/oversight/acquisition.js b/tools/oversight/acquisition.js deleted file mode 100644 index 2ad17562..00000000 --- a/tools/oversight/acquisition.js +++ /dev/null @@ -1,150 +0,0 @@ -/* - * Copyright 2024 Adobe. All rights reserved. - * This file is licensed to you under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. You may obtain a copy - * of the License at http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software distributed under - * the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR REPRESENTATIONS - * OF ANY KIND, either express or implied. See the License for the specific language - * governing permissions and limitations under the License. - */ -const vendorClassifications = [ - { regex: /google|googleads|google-ads|google_search|google_deman|adwords|dv360|gdn|doubleclick|dbm|gmb/i, result: 'google' }, - { regex: /instagram|ig/i, result: 'instagram' }, - { regex: /facebook|fb|meta/i, result: 'facebook' }, - { regex: /bing/i, result: 'bing' }, - { regex: /tiktok/i, result: 'tiktok' }, - { regex: /youtube|yt/i, result: 'youtube' }, - { regex: /linkedin/i, result: 'linkedin' }, - { regex: /twitter/i, result: 'x' }, - { regex: /snapchat/i, result: 'snapchat' }, - { regex: /microsoft/i, result: 'microsoft' }, - { regex: /pinterest/i, result: 'pinterest' }, - { regex: /reddit/i, result: 'reddit' }, - { regex: /spotify/i, result: 'spotify' }, - { regex: /criteo/i, result: 'criteo' }, - { regex: /taboola/i, result: 'taboola' }, - { regex: /outbrain/i, result: 'outbrain' }, - { regex: /yahoo/i, result: 'yahoo' }, - { regex: /marketo/i, result: 'marketo' }, - { regex: /eloqua/i, result: 'eloqua' }, - { regex: /substack/i, result: 'substack' }, - { regex: /line/i, result: 'line' }, - { regex: /yext/i, result: 'yext' }, - { regex: /teads/i, result: 'teads' }, - { regex: /yandex/i, result: 'yandex' }, - { regex: /baidu/i, result: 'baidu' }, - { regex: /amazon|ctv/i, result: 'amazon' }, - { regex: /direct/i, result: 'direct' }, -]; - -/* is the vendor paid or owned */ -const vendorTypeLookup = { - yext: 'paid', - reddit: 'paid', - tiktok: 'paid', - amazon: 'paid', - direct: 'earned', -}; - -const categoryClassifications = [ - { regex: /search|sem|sea$/i, result: 'search' }, - { regex: /display|programmatic|banner|gdn|dbm/i, result: 'display' }, - { regex: /video|dv360|tv/i, result: 'video' }, - { regex: /email|newsletter/i, result: 'email' }, - { regex: /social|bio/i, result: 'social' }, - { regex: /affiliate/i, result: 'affiliate' }, - { regex: /local|gmb/i, result: 'local' }, - { regex: /sms/i, result: 'sms' }, - { regex: /qr/i, result: 'qr' }, - { regex: /push/i, result: 'push' }, - { regex: /print/i, result: 'print' }, - { regex: /web/i, result: 'web' }, -]; - -const paidOwnedClassifications = [ - { regex: /cpc|ppc|paid|cpm|cpv|banner|display|programmatic|affiliate|^sea$|ads|dv360/i, result: 'paid' }, - // "organic" is treated as "owned" as it is not paid and not earned - // (noone puts UTM tags on real organic traffic) - { regex: /email|newsletter|hs_email|organic|sms|qr|qrcode|print|website|web|linkin.bio/i, result: 'owned' }, - { regex: /push/i, result: 'owned' }, - { regex: /gmb/i, result: '' }, - // { regex: /social/i, result: 'earned' }, -]; - -const vendorCategoryLookup = { - google: 'search', - bing: 'search', - yahoo: 'search', - facebook: 'social', - instagram: 'social', - linkedin: 'social', - x: 'social', - snapchat: 'social', - pinterest: 'social', - reddit: 'social', - youtube: 'video', - spotify: 'display', - yext: 'local', - line: 'social', - substack: 'email', - outbrain: 'display', - taboola: 'display', - criteo: 'display', - eloqua: 'email', - microsoft: 'display', - marketo: 'email', - tiktok: 'video', - amazon: 'display', - yandex: 'search', - baidu: 'search', - direct: 'direct', -}; - -const categoryTypeLookup = { - search: 'paid', - display: 'paid', - affiliate: 'paid', - email: 'owned', - web: 'owned', - sms: 'owned', - qr: 'owned', - print: 'owned', -}; - -export function vendor(origin) { - const result = vendorClassifications.find(({ regex }) => regex.test(origin)); - return result ? result.result : ''; -} - -function category(origin, vendorResult) { - const categoryResult = categoryClassifications.find(({ regex }) => regex.test(origin)); - - if (categoryResult) return categoryResult.result; - return vendorCategoryLookup[vendorResult] || ''; -} - -function paidowned(origin, vendorResult, categoryResult) { - const paidOwnedResult = paidOwnedClassifications.find(({ regex }) => regex.test(origin)); - - if (paidOwnedResult) return paidOwnedResult.result; - return vendorTypeLookup[vendorResult] || categoryTypeLookup[categoryResult] || ''; -} - -export function classifyAcquisition(origin, isPaid = false) { - const vendorResult = vendor(origin); - const categoryResult = category(origin, vendorResult); - const paidOwnedResult = isPaid - ? (typeof isPaid === 'string' && isPaid) || 'paid' - : paidowned(origin, vendorResult, categoryResult); - - let result = paidOwnedResult; - if (categoryResult || vendorResult) { - result += `:${categoryResult}`; - } - if (vendorResult) { - result += `:${vendorResult}`; - } - return result; -} diff --git a/tools/oversight/charts/barchart.js b/tools/oversight/charts/barchart.js index d1446688..423d37fe 100644 --- a/tools/oversight/charts/barchart.js +++ b/tools/oversight/charts/barchart.js @@ -2,11 +2,14 @@ import { Chart, LinearScale, registerables, // eslint-disable-next-line import/no-unresolved, import/extensions } from 'chartjs'; +import { utils } from '@adobe/rum-distiller'; import AbstractChart from './chart.js'; import { - toHumanReadable, scoreBundle, cwvInterpolationFn, cssVariable, + toHumanReadable, cssVariable, cwvInterpolationFn, } from '../utils.js'; +const { scoreBundle } = utils; + Chart.register(LinearScale, ...registerables); const INTERPOLATION_THRESHOLD = 10; diff --git a/tools/oversight/charts/sankey.js b/tools/oversight/charts/sankey.js index ea5a9e8d..40c82135 100644 --- a/tools/oversight/charts/sankey.js +++ b/tools/oversight/charts/sankey.js @@ -2,11 +2,14 @@ import { SankeyController, Flow } from 'chartjs-chart-sankey'; // eslint-disable-next-line import/no-unresolved import { Chart, registerables } from 'chartjs'; +import { utils } from '@adobe/rum-distiller'; import AbstractChart from './chart.js'; import { - cssVariable, parseConversionSpec, reclassifyAcquisition, reclassifyEnter, + cssVariable, parseConversionSpec, } from '../utils.js'; +const { reclassifyAcquisition, reclassifyEnter } = utils; + Chart.register(SankeyController, Flow, ...registerables); /* diff --git a/tools/oversight/charts/skyline.js b/tools/oversight/charts/skyline.js index 713ed657..fa632fe6 100644 --- a/tools/oversight/charts/skyline.js +++ b/tools/oversight/charts/skyline.js @@ -5,18 +5,24 @@ import { // eslint-disable-next-line import/no-unresolved, import/extensions import 'chartjs-adapter-luxon'; import { - INTERPOLATION_THRESHOLD, - scoreBundle, - scoreCWV, - toHumanReadable, - cwvInterpolationFn, + utils, + stats, +} from '@adobe/rum-distiller'; +import AbstractChart from './chart.js'; +import { truncate, - simpleCWVInterpolationFn, + toHumanReadable, cssVariable, getGradient, + cwvInterpolationFn, + simpleCWVInterpolationFn, + INTERPOLATION_THRESHOLD, } from '../utils.js'; -import AbstractChart from './chart.js'; -import { linearRegression } from '../cruncher.js'; + +const { + scoreCWV, scoreBundle, +} = utils; +const { linearRegression } = stats; Chart.register(TimeScale, LinearScale, ...registerables); diff --git a/tools/oversight/consent.js b/tools/oversight/consent.js deleted file mode 100644 index cd2f922e..00000000 --- a/tools/oversight/consent.js +++ /dev/null @@ -1,56 +0,0 @@ -const vendors = [ - { - vendor: 'onetrust', - match: /#onetrust-/, - accept: /accept/, - reject: /reject/, - dismiss: /close-pc-btn-handler/, - }, - { - vendor: 'onetrust', - match: /#ot-/, - accept: /accept/, - reject: /reject/, - dismiss: /close-pc-btn-handler/, - }, - { - vendor: 'usercentrics', - match: /#usercentrics-root/, - // we don't have nicely id'd buttons here - }, - { - vendor: 'truste', - match: /#truste/, - accept: /consent-button/, - dismiss: /close/, - }, - { - vendor: 'cybot', - match: /#CybotCookiebot/, - accept: /AllowAll/, - reject: /Decline/, - }, -]; - -class Consent { - constructor(vendor, spec, cssSelector) { - this.checkpoint = 'consent'; - this.vendor = vendor; - this.spec = spec; - this.cssSelector = cssSelector; - } - - get target() { - return Object.entries(this.spec) - .filter(([key]) => key !== 'match' && key !== 'vendor') - .filter(([, pattern]) => pattern.test(this.cssSelector)) - .map(([key]) => key) - .pop(); - } -} -export default function classifyConsent(cssSelector) { - if (!cssSelector) return undefined; - const result = vendors.find(({ match }) => match.test(cssSelector)); - if (result) return new Consent(result.vendor, result, cssSelector); - return undefined; -} diff --git a/tools/oversight/cruncher.js b/tools/oversight/cruncher.js deleted file mode 100644 index 09c6b945..00000000 --- a/tools/oversight/cruncher.js +++ /dev/null @@ -1,959 +0,0 @@ -/* - * This module is another service worker, which will handle the number crunching, i.e. - * filtering, aggregating, and summarizing the data. - */ -/* eslint-disable max-classes-per-file */ -/** - * @typedef {Object} RawEvent - a raw RUM event - * @property {string} checkpoint - the name of the event that happened - * @property {string|number} target - the target of the event, typically an external URL - * @property {string} source - the source of the event, typically a CSS selector - * @property {number} value - the value of a CWV metric - * @property {number} timeDelta – the difference in milliseconds between this event's - * time and the containing bundle's timestamp - */ - -/** - * @typedef {Object} RawBundle - a raw bundle of events, all belonging to the same page view - * @property {string} id - the unique identifier of the bundle. IDs can duplicate across bundles - * @property {string} host - the hostname that the page view was made to - * @property {string} time - exact time of the first event in the bundle, in ISO8601 format - * @property {string} timeSlot - the hourly timesot that this bundle belongs to - * @property {string} url - the URL of the request, without URL parameters - * @property {string} userAgent - the user agent class, for instance desktop:windows or mobile:ios - * @property {string} hostType - the type of host, for instance 'helix' or 'aemcs' - * @property {number} weight - the weight, or sampling ratio 1:n of the bundle - * @property {RawEvent} events - the list of events that make up the bundle - */ - -/** - * @typedef {Object} Bundle - a processed bundle of events, with extra properties - * @extends RawBundle - * @property {boolean} visit - does this bundle start a visit - * @property {boolean} conversion - did a conversion happen in this visit - * @property {number} cwvINP - interaction to next paint, for the entire bundle - * @property {number} cwvLCP - largest contentful paint, for the entire bundle - * @property {number} cwvCLS - cumulative layout shift, for the entire bundle - * @property {number} ttfb - time to first byte, for the entire bundle - */ - -/** - * @typedef {Object} RawChunk - a list of raw, unprocessed bundles as delivered by the endpoint - * @property {string} date - the base date of all bundles in the chunk - * @property {RawBundle[]} rumBundles - the bundles, as retrieved from the server - */ - -/** - * Calculates properties on the bundle, so that bundle-level filtering can be performed - * @param {RawBundle} bundle the raw input bundle, without calculated properties - * @returns {Bundle} a bundle with additional properties - */ -export function addCalculatedProps(bundle) { - bundle.events.forEach((e) => { - if (e.checkpoint === 'enter') { - bundle.visit = true; - if (e.source === '') e.source = '(direct)'; - } - if (e.checkpoint === 'cwv-inp') { - bundle.cwvINP = e.value; - } - if (e.checkpoint === 'cwv-lcp') { - bundle.cwvLCP = Math.max(e.value || 0, bundle.cwvLCP || 0); - } - if (e.checkpoint === 'cwv-cls') { - bundle.cwvCLS = Math.max(e.value || 0, bundle.cwvCLS || 0); - } - if (e.checkpoint === 'cwv-ttfb') { - bundle.cwvTTFB = e.value; - } - }); - return bundle; -} - -function aggregateFn(valueFn) { - /** - * @param {Aggregate} acc the current aggregate - * @param {Bundle} bundle the bundle to add to the aggregate - */ - return (acc, bundle) => { - const value = valueFn(bundle); - if (value === undefined) return acc; - acc.count += 1; - acc.sum += value; - acc.weight += bundle.weight; - acc.values.push(value); - return acc; - }; -} - -function groupFn(groupByFn) { - return (acc, bundle) => { - const key = groupByFn(bundle); - if (!key) return acc; - if (Array.isArray(key)) { - key.forEach((k) => { - if (!acc[k]) acc[k] = []; - acc[k].push(bundle); - }); - return acc; - } - if (!acc[key]) acc[key] = []; - acc[key].push(bundle); - return acc; - }; -} - -/** - * @typedef {Object} Aggregate - an object that contains aggregate metrics - */ -class Aggregate { - constructor(parentProvider = () => null) { - this.count = 0; - this.sum = 0; - this.weight = 0; - this.values = []; - this.parentProvider = parentProvider; - } - - get parent() { - return this.parentProvider(); - } - - get min() { - return Math.min(...this.values); - } - - get max() { - return Math.max(...this.values); - } - - get share() { - if (!this.parent) return null; - return this.count / this.parent.count; - } - - get percentage() { - if (!this.parent) return null; - return this.sum / this.parent.sum; - } - - get mean() { - return this.sum / this.count; - } - - percentile(p) { - const sorted = this.values.sort((left, right) => left - right); - const index = Math.floor((p / 100) * sorted.length); - return sorted[index]; - } -} - -class InterpolatedAggregate { - constructor(interpolationFn, sourceAggregates) { - this.interpolationFn = interpolationFn; - this.sourceAggregates = sourceAggregates; - } - - get weight() { - const value = this.interpolationFn(this.sourceAggregates); - if (Number.isNaN(value)) return 0; - return value; - } -} - -function standardNormalCDF(x) { - // Approximation of the standard normal CDF using the Hastings algorithm - const t = 1 / (1 + 0.2316419 * Math.abs(x)); - const d = 0.3989423 * Math.exp((-x * x) / 2); - const prob = d * t * (0.3193815 - + t * (-0.3565638 + t * (1.781478 + t * (-1.821256 + t * 1.330274)))); - - if (x > 0) { - return 1 - prob; - } - return prob; -} - -function getZTestPValue(Z) { - // Approximate the p-value using the standard normal distribution - // This is a simplified approximation and may not be as accurate as using a - // Z-table or more advanced methods - const absZ = Math.abs(Z); - const pValue = 2 * (1 - standardNormalCDF(absZ)); - return pValue; -} - -/** - * Performs a Z Test between two proportions. This test assumes that the data - * is normally distributed and will calculate the p-value for the difference - * between the two proportions. - * @param {number} sample1 the sample size of the first group (e.g. total number of visitors) - * @param {number} conversions1 the number of conversions in the first group - * @param {number} sample2 the sample size of the second group - * @param {number} conversions2 the number of conversions in the second group - * @returns {number} the p-value, a value between 0 and 1 - */ -export function zTestTwoProportions(sample1, conversions1, sample2, conversions2) { - // Calculate the conversion rates - const p1 = conversions1 / sample1; - const p2 = conversions2 / sample2; - - if (p1 === p2) { - return 1; - } - - // Calculate the pooled proportion - const p = (conversions1 + conversions2) / (sample1 + sample2); - - // Calculate the standard error - const SE = Math.sqrt(p * (1 - p) * (1 / sample1 + 1 / sample2)); - - // Calculate the Z-score - const Z = (p1 - p2) / SE; - - // Calculate the p-value - return getZTestPValue(Z); -} - -/** - * The error function, also known as the Gauss error function. - * @param {number} x the value to calculate the error function for - */ -function erf(x1) { - // save the sign of x - const sign = x1 >= 0 ? 1 : -1; - const x = Math.abs(x1); - - // constants - const a1 = 0.254829592; - const a2 = -0.284496736; - const a3 = 1.421413741; - const a4 = -1.453152027; - const a5 = 1.061405429; - const p = 0.3275911; - - // A&S formula 7.1.26 - const t = 1 / (1 + p * x); - const y = 1 - (((((a5 * t + a4) * t) + a3) * t + a2) * t + a1) * t * Math.exp(-x * x); - - return sign * y; -} -/** - * @typedef {Object} MeanVariance - * @property {number} mean - the mean of a dataset - * @property {number} variance - the variance of a dataset - */ -/** - * Calculate mean and variance of a dataset. - * @param {number[]} data - the input data - * @returns {MeanVariance} mean and variance of the input dataset - */ -function calcMeanVariance(data) { - let sum = 0; - let variance = 0; - - // Calculate sum - for (let i = 0; i < data.length; i += 1) { - sum += data[i]; - } - - const mean = sum / data.length; - - // Calculate variance - for (let i = 0; i < data.length; i += 1) { - variance += (data[i] - mean) ** 2; - } - - variance /= data.length; - - return { mean, variance }; -} -/** - * Performs a significance test on the data. The test assumes - * that the data is normally distributed and will calculate - * the p-value for the difference between the two data sets. - * @param {number[]} left the first data set - * @param {number[]} right the second data set - * @returns {number} the p-value, a value between 0 and 1 - */ -export function tTest(left, right) { - const { mean: meanLeft, variance: varianceLeft } = calcMeanVariance(left); - const { mean: meanRight, variance: varianceRight } = calcMeanVariance(right); - const pooledVariance = (varianceLeft + varianceRight) / 2; - const tValue = (meanLeft - meanRight) / Math - .sqrt(pooledVariance * (1 / left.length + 1 / right.length)); - const p = 1 - (0.5 + 0.5 * erf(tValue / Math.sqrt(2))); - return p; -} - -/** - * @typedef Line - * @type {Object} - * @property {number} slope the slope of the linear function, - * i.e. increase of y for every increase of x - * @property {number} intercept the intercept of the linear function, - * i.e. the value of y for x equals zero - */ -/** - * Peform a linear ordinary squares regression against an array. - * This regression takes the array index as the independent variable - * and the data in the array as the dependent variable. - * @param {number[]} data an array of input data - * @returns {Line} the slope and intercept of the regression function - */ -export function linearRegression(data) { - const { length: n } = data; - - if (n === 0) { - throw new Error('Array must contain at least one element.'); - } - - // Calculate sumX and sumX2 using Gauss's formulas - const sumX = ((n - 1) * n) / 2; - const sumX2 = ((n - 1) * n * (2 * n - 1)) / 6; - - // Calculate sumY and sumXY using reduce with destructuring - const { sumY, sumXY } = data.reduce((acc, y, x) => { - acc.sumY += y; - acc.sumXY += x * y; - return acc; - }, { sumY: 0, sumXY: 0 }); - - const slope = (n * sumXY - sumX * sumY) / (n * sumX2 - sumX * sumX); - const intercept = (sumY - slope * sumX) / n; - - return { slope, intercept }; -} - -class Facet { - constructor(parent, value, name) { - this.parent = parent; - this.value = value; - this.name = name; - this.count = 0; - this.weight = 0; - this.entries = []; - } - - /** - * Calculate the metrics for this facet. The metrics will be - * calculated based on the series that have been added to the - * parent object using `addSeries`. - * The return value will be an object with one key for each - * series, containing an object with the following properties: - * - count - * - sum - * - min - * - max - * - mean - * - percentile(p) - * @returns {Aggregate} metrics - */ - get metrics() { - return this.getMetrics(Object.keys(this.parent.series)); - } - - getMetrics(series) { - if (!series || series.length === 0) return {}; - const res = {}; - const needed = []; - if (this.metricsIn) { - series.forEach((s) => { - if (this.metricsIn[s]) { - res[s] = this.metricsIn[s]; - } else { - needed.push(s); - } - }); - } else { - this.metricsIn = {}; - needed.push(...series); - } - - if (needed.length) { - needed.forEach((s) => { - const valueFn = this.parent.series[s]; - this.metricsIn[s] = this.entries.reduce(aggregateFn(valueFn), new Aggregate()); - res[s] = this.metricsIn[s]; - }); - } - return res; - } -} - -export class DataChunks { - constructor() { - this.data = []; - this.filters = {}; - this.resetData(); - this.resetSeries(); - this.resetFacets(); - } - - resetSeries() { - this.series = {}; - this.interpolations = {}; - } - - /** - * A series value function calculates the series value of a bundle. - * If no value is returned, then the bundle will not be considered - * for the series. - * @function seriesValueFn - * @param {Bundle} bundle the bundle to calculate the series value for - * @returns {number|undefined} the series value or undefined - */ - /** - * A series is a named list of values, which are calculated - * for each bundle in the data set. - * @param {string} seriesName name of the series - * @param {seriesValueFn} seriesValueFn function that returns the series value - * for each bundle - */ - addSeries(seriesName, seriesValueFn) { - this.series[seriesName] = seriesValueFn; - } - - /** - * An interpolation is a series that is calulated based on the aggrega - * values of other series. The interpolation function will receive the - * list of source series and an interpolation function that will return - * the interpolated value. - * The interpolation function will have as many arguments as there are - * source series. - * @param {string} seriesName name of the (interpolated) series - * @param {string[]} sourceSeries list of source series to interpolate from - * @param {function(Object)} interpolationFn - */ - addInterpolation(seriesName, sourceSeries, interpolationFn) { - this.interpolations[seriesName] = { sourceSeries, interpolationFn }; - } - - resetFacets() { - this.facetFns = {}; - this.facetCombiners = {}; - } - - /** - * A facet function works on the entire data set. - * @param {string} facetName name of the facet - * @param {groupByFn} facetValueFn function that returns the facet value – - * can return multiple values - * @param {string} facetCombiner how to combine multiple values, default is 'some', can be 'every' - * @param {string} negativeCombiner how to combine multiple values for the negative facet, - * possible values are 'none' and 'never'. Only when this parameter is set, a negative facet - * will be created. - */ - addFacet(facetName, facetValueFn, facetCombiner = 'some', negativeCombiner = undefined) { - this.facetFns[facetName] = facetValueFn; - this.facetCombiners[facetName] = facetCombiner; - if (negativeCombiner) { - this.facetFns[`${facetName}!`] = facetValueFn; - this.facetCombiners[`${facetName}!`] = negativeCombiner; - } - this.resetData(); - } - - /** - * Adds a histogram facet, derived from an existing facet. This facet - * will group the data into buckets, based on the values of the base - * facet. - * You can specify the bucket size, limits and the type of bucketing. - * @param {string} facetName name of your new facet - * @param {string} baseFacet name of the base facet, from which to derive the histogram - * @param {object} bucketOptions - * @param {number} bucketOptions.count number of buckets - * @param {number} bucketOptions.min minimum value of the histogram - * @param {number} bucketOptions.max maximum value of the histogram - * @param {('linear'|'logarithmic'|'quantiles')} bucketOptions.steps type of bucketing, can be - * 'linear' (each bucket has the same value range), 'logarithmic' (same value range on - * logarithmic scale), or 'quantiles' (buckets are roughly equal in size based on the current - * facet values, but the bucket min/max values are less predictable) - * @param {function} formatter a number formatter - */ - addHistogramFacet(facetName, baseFacet, { - count: bucketcount = 10, - min: absmin = -Infinity, - max: absmax = Infinity, - steps = 'linear', - }, formatter = Intl.NumberFormat(undefined, { maximumSignificantDigits: 2 })) { - const facetvalues = this.facets[baseFacet]; - - const createBundleFacetMap = (facetValues) => facetValues.reduce((acc, facet) => { - facet.entries.forEach((aBundle) => { - acc[aBundle.id] = acc[aBundle.id] ? [...acc[aBundle.id], facet] : [facet]; - }); - return acc; - }, {}); - - // inside a facet there are entries - // a entry is a array of bundles - // a bundle is a object with a id - // need to create a map of bundles as a key and as values the facets where it belongs to - // because then we need to use it in the facets value function - // this is mainly to avoid looping through all the facets for each bundle - const bundleFacetMap = createBundleFacetMap(facetvalues); - - let quantilesteps; - const stepfns = { - // split the range into equal parts - linear: (min, max, total, step) => (((max - min) / total) * step) + min, - // split the range into exponential parts, so that the full range - // is covered - logarithmic: (min, max, total, step) => { - const range = max - min; - const logrange = Math.log(range); - const logstep = logrange / total; - return Math.exp(logstep * step) + min; - }, - // split the range into roughly equal size buckets - // based on the current facet values (inefficient, needs - // memoization) - quantiles: (min, max, total, step) => { - if (quantilesteps === undefined) { - const allvalues = facetvalues - .filter(({ value }) => value !== undefined) - .map(({ value, weight }) => ({ value: Number.parseInt(value, 10), weight })) - .filter(({ value }) => value >= min) - .filter(({ value }) => value <= max) - .sort((a, b) => a.value - b.value); - const totalWeight = allvalues.reduce((acc, { weight }) => acc + weight, 0); - const stepWeight = totalWeight - / (total + (1 / total)); // add a little extra to make sure we have enough steps - let currentWeight = 0; - quantilesteps = allvalues.reduce((acc, { value, weight }) => { - currentWeight += weight; - if (currentWeight > stepWeight) { - acc.push(value); - currentWeight = 0; - } - return acc; - }, []); - } - return quantilesteps[step] || max; - }, - }; - const min = Math.max(absmin, facetvalues - .map(({ value }) => Number.parseInt(value, 10)) - .reduce((acc, val) => Math.min(acc, val), absmax)); - const max = Math.min(absmax, facetvalues - .map(({ value }) => Number.parseInt(value, 10)) - .reduce((acc, val) => Math.max(acc, val), absmin)); - const buckets = Array - .from({ length: bucketcount }, (_, i) => stepfns[steps](min, max, bucketcount, i)); - this.addFacet(facetName, (bundle) => { - // find the facetvalue that has the current bundle - const facetmatch = bundleFacetMap[bundle.id]; - // const facetmatch = facetvalues.find((f) => f.entries.some((e) => e.id === bundle.id)); - if (!facetmatch) { - return []; - } - // pick the first element from the array - const facetvalue = Number.parseInt(facetmatch[0].value, 10); - // const facetvalue = Number.parseInt(facetmatch.value, 10); - const bucket = buckets.findIndex((b) => facetvalue < b); - return bucket !== -1 - ? `<${formatter.format(buckets[bucket])}` - : `>=${formatter.format(buckets[bucketcount - 1])}`; - }); - } - - /** - * @function eventFilterFn - * @param {Event} event the event to check - * @returns {boolean} true if the event should be included - */ - - resetData() { - // data that has been filtered - this.filteredIn = null; - // filtered data that has been grouped - this.groupedIn = {}; - // grouped data that has been aggregated - this.seriesIn = {}; - // totals for the entire dataset - this.totalsIn = {}; - // facets[series] - this.facetsIn = {}; - // memoziaton - this.memo = {}; - } - - /** - * Load raw chunks. This will replace data that has been loaded before - * @param {RawChunk[]} chunks the raw data to load, an array of chunks - */ - load(chunks) { - this.data = chunks; - this.resetData(); - } - - /** - * Load more data. This will amend the data that has been loaded before - * @param {RawChunk} chunks the raw data to load, an array of chunks - */ - addData(chunks) { - this.data.push(...chunks); - this.resetData(); - } - - /** - * @returns {Bundle[]} all bundles, regardless of the chunk they belong to - */ - get bundles() { - if (this.memo.bundles) return this.memo.bundles; - this.memo.bundles = this.data.reduce((acc, chunk) => { - acc.push(...chunk.rumBundles); - return acc; - }, []); - return this.memo.bundles; - } - - /** - * A filter function that will return true for matching - * bundles and false for non-matching bundles. - * @function bundleFilter - * @param {Bundle} bundle the bundle to check - * @returns {boolean} true if the bundle matches the filter - */ - - /** - * Defines what filter to apply to the data. The filter - * is an object that specifies the valid values for each - * defined facet. - * Filter values are the same values that can get returned - * by the `valueFn` that has been added with `addFacet`. - * @param {Object} filterSpec the filter specification - */ - set filter(filterSpec) { - this.filters = filterSpec; - // reset caches that depend on the filter - this.resetData(); - } - - /** - * Function used for skipping certain filtering attributes. The logic of the function - * depends on the context, for instance when filtering bundles, this function is chained - * as a filter function in order to skip certain attributes. - * @function skipFilterFn - * @param {string} attributeName the name of the attribute to skip. - * @returns {boolean} true if the attribute should be included or not. - */ - - /** - * Function used for whitelist filtering attributes. The logic of the function - * depends on the context, for instance when filtering bundles, this function is chained - * as a filter function in order to ditch attributes. - * @function existenceFilterFn - * @param {string} attributeName the name of the whitelisted attribute. - * @returns {boolean} true if the attribute should be included or not. - */ - - /** - * Function used for extracting the values for a certain attribute out of a dataset - * specific to the context. - * @function valuesExtractorFn - * @param {string} attributeName the name of the attribute to extract. - * @param {Bundle} bundle the dataset to extract the attribute from. - * @param {DataChunks} parent the parent object that contains the bundles. - * @returns {boolean} true if the attribute should be included or not. - */ - - /** - * Function used for inferring the combiner that's going to be used when - * filtering attributes. - * @function combinerExtractorFn - * @param {string} attributeName the name of the attribute to extract. - * @param {DataChunks} parent the parent object that contains the bundles. - * @returns {string} 'some' or 'every'. - */ - - /** - * @private - * @param {Bundle[]} bundles - * @param {Object} filterSpec - * @param {string[]} skipped facets to skip - */ - filterBundles(bundles, filterSpec, skipped = []) { - const existenceFilterFn = ([facetName]) => this.facetFns[facetName]; - const skipFilterFn = ([facetName]) => !skipped.includes(facetName); - const valuesExtractorFn = (attributeName, bundle, parent) => { - const facetValue = parent.facetFns[attributeName](bundle); - return Array.isArray(facetValue) ? facetValue : [facetValue]; - }; - const combinerExtractorFn = (attributeName, parent) => parent.facetCombiners[attributeName] || 'some'; - // eslint-disable-next-line max-len - return this.applyFilter(bundles, filterSpec, skipFilterFn, existenceFilterFn, valuesExtractorFn, combinerExtractorFn); - } - - /** - * @private - * @param {Bundle[]} bundles that will be filtered based on a filter specification. - * @param {Object} filterSpec the filter specification. - * @param {skipFilterFn} skipFilterFn function to skip filters. Useful for skipping - * unwanted facets, in general skipping attributes. - * @param {existenceFilterFn} existenceFilterFn function to filter out non-existing attributes. - * This is used to skip facets that have not been added. In general, - * this can be used to whitelist attributes names. - * @param {valuesExtractorFn} valuesExtractorFn function to extract the probed values. - * @param {combinerExtractorFn} combinerExtractorFn function to extract the combiner. - * @returns {Bundle[]} the filtered bundles. - */ - // eslint-disable-next-line max-len - applyFilter(bundles, filterSpec, skipFilterFn, existenceFilterFn, valuesExtractorFn, combinerExtractorFn) { - const filterBy = Object.entries(filterSpec) - .filter(skipFilterFn) - .filter(([, desiredValues]) => desiredValues.length) - .filter(existenceFilterFn); - return bundles.filter((bundle) => filterBy.every(([attributeName, desiredValues]) => { - const actualValues = valuesExtractorFn(attributeName, bundle, this); - - const combiners = { - // if some elements match, then return true (partial inclusion) - some: 'some', - // if some elements do not match, then return true (partial exclusion) - none: 'some', - // if every element matches, then return true (full inclusion) - every: 'every', - // if every element does not match, then return true (full exclusion) - never: 'every', - }; - - const negators = { - some: (value) => value, - every: (value) => value, - none: (value) => !value, - never: (value) => !value, - }; - // this can be some, every, or none - const combinerprefence = combinerExtractorFn(attributeName, this); - - const combiner = combiners[combinerprefence]; - const negator = negators[combinerprefence]; - - return desiredValues[combiner]((value) => negator(actualValues.includes(value))); - })); - } - - /** - * Checks if a conversion has happened in the bundle. A conversion means a business metric - * that has been achieved, for instance a click on a certain link. - * @param {Bundle} aBundle the bundle to check. - * @param {Object} filterSpec uses the same format as the filter specification. - * For instance { checkpoint: ['click'] } means that inside a bundle an event that has the - * checkpoint attribute set to 'click' must exist. - * @param {string} combiner used to determine if all or some filters must match. - * By default, 'every' is used. - * @returns {boolean} the result of the check. - */ - hasConversion(aBundle, filterSpec, combiner) { - const existenceFilterFn = ([facetName]) => this.facetFns[facetName]; - const skipFilterFn = () => true; - const valuesExtractorFn = (attributeName, bundle, parent) => { - const facetValue = parent.facetFns[attributeName](bundle); - return Array.isArray(facetValue) ? facetValue : [facetValue]; - }; - const combinerExtractorFn = () => combiner || 'every'; - - return this.applyFilter( - [aBundle], - filterSpec, - skipFilterFn, - existenceFilterFn, - valuesExtractorFn, - combinerExtractorFn, - ).length > 0; - } - - filterBy(filterSpec) { - this.filter = filterSpec; - return this.filtered; - } - - get filtered() { - if (this.filteredIn) return this.filteredIn; - if (Object.keys(this.filters).length === 0) return this.bundles; // no filter, return all - if (Object.keys(this.facetFns).length === 0) return this.bundles; // no facets, return all - this.filteredIn = this.filterBundles(this.bundles, this.filters); - return this.filteredIn; - } - - /** - * A grouping function returns a group name or undefined - * for each bundle, according to the group that the bundle - * belongs to. - * @function groupByFn - * @param {Bundle} bundle the bundle to check - * @returns {string[]|string|undefined} the group name(s) or undefined - */ - - /** - * Groups the filteredIn data by the groupFn. The groupFn - * should return a string that will be used as the key for - * the group. If the groupFn returns a falsy value, the - * bundle will be skipped. - * @param {groupByFn} groupByFn for each object, determine the group key - * @returns {Object} grouped data, each key is a group - * and each vaule is an array of bundles - */ - group(groupByFn) { - this.groupedIn = this.filtered.reduce(groupFn(groupByFn), {}); - if (groupByFn.fillerFn) { - // fill in the gaps, as sometimes there is no data for a group - // so we need to add an empty array for that group - const allGroups = groupByFn.fillerFn(Object.keys(this.groupedIn)); - this.groupedIn = allGroups.reduce((acc, group) => { - acc[group] = this.groupedIn[group] || []; - return acc; - }, {}); - } - return this.groupedIn; - } - - /** - * Aggregates the grouped data into series data. Each series - * has been provided by `addSeries` and will be used to - * calculate the value of each bundle in the group. The - * aggregated data will be stored in the seriesIn[groupName][seriesName] - * object. - * Each result will be an object with the following properties: - * - count - * - sum - * - min - * - max - * - mean - * - percentile(p) - * @returns {Object} series data - */ - get aggregates() { - if (Object.keys(this.seriesIn).length) return this.seriesIn; - this.seriesIn = Object.entries(this.groupedIn) - .reduce((accOuter, [groupName, bundles]) => { - accOuter[groupName] = Object.entries(this.series) - .reduce((accInner, [seriesName, valueFn]) => { - accInner[seriesName] = bundles.reduce( - aggregateFn(valueFn), - // we reference the totals object here, so that we can - // calculate the share and percentage metrics - new Aggregate(() => this.totals[seriesName]), - ); - return accInner; - }, {}); - // repeat, for interpolations - accOuter[groupName] = Object.entries(this.interpolations) - .reduce( - (accInner, [seriesName, { sourceSeries, interpolationFn }]) => { - const sourceAggregates = sourceSeries - .reduce((acc, sourceSeriesName) => { - acc[sourceSeriesName] = accOuter[groupName][sourceSeriesName]; - return acc; - }, {}); - accInner[seriesName] = new InterpolatedAggregate(interpolationFn, sourceAggregates); - return accInner; - }, - accOuter[groupName], - ); - return accOuter; - }, {}); - return this.seriesIn; - } - - /** - * A total is an object that contains {Metric} objects - * for each defined series. - * @typedef Totals - * @extends Object - */ - /** - * Aggregates the filtered data into totals. The totals will - * be stored in the totalIn object. The result will be an object - * with one key for each series that has been added with `addSeries`. - * Each value will be an object with the following properties: - * - count - * - sum - * - min - * - max - * - mean - * - percentile(p) - * @returns {Totals} total data - */ - get totals() { - // go over each function in this.series and each value in filteredIn - // and appy the function to the value - if (Object.keys(this.totalsIn).length) return this.totalsIn; - this.totalsIn = Object.entries(this.series) - .reduce((acc, [seriesName, valueFn]) => { - const parent = this.filtered.reduce( - aggregateFn(valueFn), - new Aggregate(), - ); - // we need to clone the aggregate object, so that we can use it as its own parent - // this is necessary for calculating the share and percentage metrics - // the alternative would be to calculate the totals for each group twice (which is slower) - acc[seriesName] = Object.assign(Object.create(Object.getPrototypeOf(parent)), parent); - acc[seriesName].parentProvider = () => parent; - return acc; - }, {}); - return this.totalsIn; - } - - /** - * Calculates facets for all data. For each function - * added through `addFacet`, it will determine the most common - * values, their frequency and their weight. The result will - * be an object with one key for each facet, containining an array - * of facet objects. - * @returns {Object} facets data - */ - get facets() { - if (Object.keys(this.facetsIn).length) return this.facetsIn; - - const f = (facet, bundle) => { - // add the bundle to the entries - // so that we can calculate metrics - // later on - facet.entries.push(bundle); - facet.count += 1; - facet.weight += bundle.weight; - return facet; - }; - - this.facetsIn = Object.entries(this.facetFns) - .reduce((accOuter, [facetName, facetValueFn]) => { - // build a list of skipped facets - const skipped = []; - - if (this.facetCombiners[facetName] === 'some' || this.facetCombiners[facetName] === 'none') { - // if we are using a combiner that requires not all values to match, then we skip the - // current facet, so that all possible values are shown, not just the ones that match - // in combination with the ones already selected - skipped.push(facetName); - } - if (this.facetCombiners[`${facetName}!`] && ['none', 'never'].includes(this.facetCombiners[`${facetName}!`])) { - // if we have a negated facet, then we skip the negated facet - // so that we can show all values, not just the ones that do not match - skipped.push(`${facetName}!`); - } - const groupedByFacetIn = this - // we filter the bundles by all active filters, - // except for the current facet (we want to see) - // all values here. - .filterBundles( - this.bundles, - this.filters, - skipped, - ) - .reduce(groupFn(facetValueFn), {}); - accOuter[facetName] = Object.entries(groupedByFacetIn) - .reduce((accInner, [facetValue, bundles]) => { - accInner.push(bundles - .reduce(f, new Facet(this, facetValue, facetName))); - // sort the entries by weight, descending - accInner.sort((left, right) => right.weight - left.weight); - return accInner; - }, []); - return accOuter; - }, {}); - return this.facetsIn; - } -} diff --git a/tools/oversight/elements/conversion-tracker.js b/tools/oversight/elements/conversion-tracker.js index 4db63524..4687adad 100644 --- a/tools/oversight/elements/conversion-tracker.js +++ b/tools/oversight/elements/conversion-tracker.js @@ -1,4 +1,6 @@ -import { isKnownFacet } from '../utils.js'; +import { utils } from '@adobe/rum-distiller'; + +const { isKnownFacet } = utils; export default class ConversionTracker extends HTMLElement { updateState() { diff --git a/tools/oversight/elements/list-facet.js b/tools/oversight/elements/list-facet.js index a048f39a..e046bdff 100644 --- a/tools/oversight/elements/list-facet.js +++ b/tools/oversight/elements/list-facet.js @@ -1,7 +1,8 @@ -import { - computeConversionRate, escapeHTML, scoreCWV, -} from '../utils.js'; -import { tTest, zTestTwoProportions } from '../cruncher.js'; +import { utils, stats } from '@adobe/rum-distiller'; +import { escapeHTML } from '../utils.js'; + +const { computeConversionRate, scoreCWV } = utils; +const { tTest, zTestTwoProportions } = stats; async function addSignificanceFlag(element, metric, baseline) { let p = 1; diff --git a/tools/oversight/elements/number-format.js b/tools/oversight/elements/number-format.js index f77e3ef7..3ac4260e 100644 --- a/tools/oversight/elements/number-format.js +++ b/tools/oversight/elements/number-format.js @@ -1,4 +1,7 @@ -import { findNearestVulgarFraction, roundToConfidenceInterval, samplingError } from '../utils.js'; +import { stats } from '@adobe/rum-distiller'; +import { findNearestVulgarFraction } from '../utils.js'; + +const { roundToConfidenceInterval, samplingError } = stats; export default class NumberFormat extends HTMLElement { constructor() { diff --git a/tools/oversight/explorer.html b/tools/oversight/explorer.html index 8414b952..27b5dfda 100644 --- a/tools/oversight/explorer.html +++ b/tools/oversight/explorer.html @@ -4,7 +4,8 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/flow.html b/tools/oversight/flow.html index c05cd245..f9d0fa79 100644 --- a/tools/oversight/flow.html +++ b/tools/oversight/flow.html @@ -4,7 +4,8 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/list.html b/tools/oversight/list.html index 0f72b51c..ce8e1e8d 100644 --- a/tools/oversight/list.html +++ b/tools/oversight/list.html @@ -3,7 +3,8 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/loader.js b/tools/oversight/loader.js index dfcb2371..00e04481 100644 --- a/tools/oversight/loader.js +++ b/tools/oversight/loader.js @@ -3,7 +3,9 @@ * offline, so it should be a service worker. We will migrate code from the main * file to here. */ -import { addCalculatedProps } from './cruncher.js'; +import { utils } from '@adobe/rum-distiller'; + +const { addCalculatedProps } = utils; export default class DataLoader { constructor() { diff --git a/tools/oversight/package.json b/tools/oversight/package.json index ff86b6c8..8d7c9542 100644 --- a/tools/oversight/package.json +++ b/tools/oversight/package.json @@ -4,5 +4,8 @@ "scripts": { "test": "node --test --experimental-test-coverage --test-reporter=lcov --test-reporter-destination=../../lcov.info --test-reporter=spec --test-reporter-destination=stdout --test-reporter=junit --test-reporter-destination=../../junit.xml" }, - "type": "module" -} \ No newline at end of file + "type": "module", + "dependencies": { + "@adobe/rum-distiller": "^1.4.0" + } +} diff --git a/tools/oversight/share.html b/tools/oversight/share.html index 655d19ae..dafdbcda 100644 --- a/tools/oversight/share.html +++ b/tools/oversight/share.html @@ -4,7 +4,8 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/single.html b/tools/oversight/single.html index bb4724a9..7f71342c 100644 --- a/tools/oversight/single.html +++ b/tools/oversight/single.html @@ -4,7 +4,8 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/slicer.js b/tools/oversight/slicer.js index 29d9c645..8be42e1f 100644 --- a/tools/oversight/slicer.js +++ b/tools/oversight/slicer.js @@ -1,15 +1,28 @@ // eslint-disable-next-line import/no-relative-packages -import { DataChunks } from './cruncher.js'; -import DataLoader from './loader.js'; import { - parseConversionSpec, - parseSearchParams, + DataChunks, utils, series, facets, +} from '@adobe/rum-distiller'; +import DataLoader from './loader.js'; +import { parseSearchParams, parseConversionSpec } from './utils.js'; + +const { isKnownFacet, scoreCWV, computeConversionRate, reclassifyConsent, - reclassifyAcquisition, -} from './utils.js'; +} = utils; + +const { + userAgent, + vitals, + lcpSource, + lcpTarget, + acquisitionSource, +} = facets; + +const { + pageViews, visits, bounces, lcp, cls, inp, engagement, ttfb, +} = series; /* globals */ let DOMAIN = 'www.thinktanked.org'; @@ -30,21 +43,15 @@ const herochart = new window.slicer.Chart(dataChunks, elems); window.addEventListener('pageshow', () => elems.canvas && herochart.render()); // set up metrics for dataChunks -dataChunks.addSeries('pageViews', (bundle) => bundle.weight); -dataChunks.addSeries('visits', (bundle) => (bundle.visit ? bundle.weight : 0)); +dataChunks.addSeries('pageViews', pageViews); +dataChunks.addSeries('visits', visits); // a bounce is a visit without a click -dataChunks.addSeries('bounces', (bundle) => (bundle.visit && !bundle.events.find(({ checkpoint }) => checkpoint === 'click') - ? bundle.weight - : 0)); -dataChunks.addSeries('lcp', (bundle) => bundle.cwvLCP); -dataChunks.addSeries('cls', (bundle) => bundle.cwvCLS); -dataChunks.addSeries('inp', (bundle) => bundle.cwvINP); -dataChunks.addSeries('ttfb', (bundle) => bundle.cwvTTFB); -dataChunks.addSeries('engagement', (bundle) => (dataChunks.hasConversion(bundle, { - checkpoint: ['click'], -}) - ? bundle.weight - : 0)); +dataChunks.addSeries('bounces', bounces); +dataChunks.addSeries('lcp', lcp); +dataChunks.addSeries('cls', cls); +dataChunks.addSeries('inp', inp); +dataChunks.addSeries('ttfb', ttfb); +dataChunks.addSeries('engagement', engagement); dataChunks.addSeries('conversions', (bundle) => (dataChunks.hasConversion(bundle, parseConversionSpec()) ? bundle.weight : 0)); @@ -149,70 +156,18 @@ function updateDataFacets(filterText, params, checkpoint) { (bundle) => (dataChunks.hasConversion(bundle, conversionSpec) ? 'converted' : 'not-converted'), ); - dataChunks.addFacet('userAgent', (bundle) => { - const parts = bundle.userAgent.split(':'); - return parts.reduce((acc, _, i) => { - acc.push(parts.slice(0, i + 1).join(':')); - return acc; - }, []); - }, 'some', 'none'); - - const urlFn = (bundle) => { - if (bundle.domain) return bundle.domain; - const u = new URL(bundle.url); - u.pathname = u.pathname.split('/') - .map((segment) => { - // only numbers and longer than 5 characters: probably an id, censor it - if (segment.length >= 5 && /^\d+$/.test(segment)) { - return ''; - } - // only hex characters and longer than 8 characters: probably a hash, censor it - if (segment.length >= 8 && /^[0-9a-f]+$/i.test(segment)) { - return ''; - } - // base64 encoded data, censor it - if (segment.length > 32 && /^[a-zA-Z0-9+/]+$/.test(segment)) { - return ''; - } - // probable UUID, censor it - if (segment.length > 35 && /^[0-9a-f-]+$/.test(segment)) { - return ''; - } - // just too long - if (segment.length > 60) { - return '...'; - } - return segment; - }).join('/'); - return u.toString(); - }; - dataChunks.addFacet('url', urlFn, 'some', 'never'); - - dataChunks.addFacet('vitals', (bundle) => { - const cwv = ['cwvLCP', 'cwvCLS', 'cwvINP']; - return cwv - .filter((metric) => bundle[metric]) - .map((metric) => scoreCWV(bundle[metric], metric.toLowerCase().slice(3)) + metric.slice(3)); - }); + dataChunks.addFacet('userAgent', userAgent, 'some', 'none'); - dataChunks.addFacet('checkpoint', (bundle) => Array.from(bundle.events - .map(reclassifyConsent) - .map(reclassifyAcquisition) - .reduce((acc, evt) => { - acc.add(evt.checkpoint); - return acc; - }, new Set())), 'every', 'none'); + dataChunks.addFacet('url', facets.url, 'some', 'never'); + + dataChunks.addFacet('vitals', vitals); + + dataChunks.addFacet('checkpoint', facets.checkpoint, 'every', 'none'); if (params.has('vitals') && params.getAll('vitals').filter((v) => v.endsWith('LCP')).length) { - dataChunks.addFacet('lcp.target', (bundle) => bundle.events - .filter((evt) => evt.checkpoint === 'cwv-lcp') - .map((evt) => evt.target) - .filter((target) => target)); - - dataChunks.addFacet('lcp.source', (bundle) => bundle.events - .filter((evt) => evt.checkpoint === 'cwv-lcp') - .map((evt) => evt.source) - .filter((source) => source)); + dataChunks.addFacet('lcp.target', lcpTarget); + + dataChunks.addFacet('lcp.source', lcpSource); } // this is a bad name, fulltext would be better @@ -274,20 +229,7 @@ function updateDataFacets(filterText, params, checkpoint) { // a bit of special handling here, so we can split the acquisition source if (cp === 'acquisition') { - dataChunks.addFacet('acquisition.source', (bundle) => Array.from( - bundle.events - .map(reclassifyAcquisition) - .filter((evt) => evt.checkpoint === cp) - .filter(({ source }) => source) // filter out empty sources - .map(({ source }) => source.split(':')) - .map((source) => source - .reduce((acc, _, i) => { - acc.push(source.slice(0, i + 1).join(':')); - return acc; - }, []) - .filter((s) => s)) - .pop() || [], - )); + dataChunks.addFacet('acquisition.source', acquisitionSource); } }); diff --git a/tools/oversight/test/acquisition.test.js b/tools/oversight/test/acquisition.test.js deleted file mode 100644 index 0d218b2b..00000000 --- a/tools/oversight/test/acquisition.test.js +++ /dev/null @@ -1,122 +0,0 @@ -/* - * Copyright 2024 Adobe. All rights reserved. - * This file is licensed to you under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. You may obtain a copy - * of the License at http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software distributed under - * the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR REPRESENTATIONS - * OF ANY KIND, either express or implied. See the License for the specific language - * governing permissions and limitations under the License. - */ -import assert from 'assert'; -import { describe, it } from 'node:test'; -import { classifyAcquisition } from '../acquisition.js'; - -describe('classifyAcquisition', () => { - const testCases = [ - { input: 'google', expected: 'paid:search:google', only: true }, - { input: 'facebook', expected: ':social:facebook' }, - { input: 'fb', expected: ':social:facebook' }, - { input: 'bing', expected: 'paid:search:bing' }, - { input: 'ig', expected: ':social:instagram' }, - { input: 'meta', expected: ':social:facebook' }, - { input: 'push', expected: 'owned:push' }, - { input: 'yandex', expected: 'paid:search:yandex' }, - { input: 'baidu', expected: 'paid:search:baidu' }, - { input: 'amazon', expected: 'paid:display:amazon' }, - { input: 'youtube', expected: ':video:youtube' }, - { input: 'linkedin', expected: ':social:linkedin' }, - { input: 'gmb', expected: ':local:google' }, - { input: 'tiktok', expected: 'paid:video:tiktok', only: true }, - { input: 'newsletter', expected: 'owned:email' }, - { input: 'instagram', expected: ':social:instagram' }, - { input: 'dv360', expected: 'paid:video:google' }, - { input: 'email', expected: 'owned:email' }, - { input: 'programmatic', expected: 'paid:display' }, - { input: 'googleads', expected: 'paid:search:google', only: true }, - { input: 'sfmc', expected: '' }, - { input: 'google-ads', expected: 'paid:search:google', only: true }, - { input: 'an', expected: '' }, - { input: 'marketo', expected: 'owned:email:marketo', only: true }, - { input: 'hs_email', expected: 'owned:email' }, - { input: 'social', expected: ':social', only: true }, - { input: 'microsoft', expected: 'paid:display:microsoft', only: true }, - { input: 'adwords', expected: 'paid:search:google', only: true }, - { input: 'pinterest', expected: ':social:pinterest' }, - { input: 'gdn', expected: 'paid:display:google' }, - { input: 'facebook-instagram', expected: ':social:instagram', only: true }, - { input: 'twitter', expected: ':social:x' }, - { input: 'snapchat', expected: ':social:snapchat' }, - { input: 'eloqua', expected: 'owned:email:eloqua', only: true }, - { input: 'yahoo', expected: 'paid:search:yahoo', only: true }, - { input: 'teads', expected: 'paid::teads' }, - { input: 'criteo', expected: 'paid:display:criteo', only: true }, - { input: 'acs', expected: '' }, - { input: 'taboola', expected: 'paid:display:taboola', only: true }, - { input: 'kaufland marketing', expected: '' }, - { input: 'search', expected: 'paid:search', only: true }, - { input: 'abandoned-cart', expected: '' }, - { input: 'zalo', expected: '' }, - { input: 'website', expected: 'owned:web' }, - { input: 'outbrain', expected: 'paid:display:outbrain', only: true }, - { input: 'google_pmax', expected: 'paid:search:google', only: true }, - { input: 'substack', expected: 'owned:email:substack', only: true }, - { input: 'line', expected: ':social:line', only: true }, - { input: 'spotify', expected: 'paid:display:spotify', only: true }, - { input: 'display', expected: 'paid:display' }, - { input: 'google_deman', expected: 'paid:search:google', only: true }, - { input: 'ttd', expected: '' }, - { input: 'sms', expected: 'owned:sms' }, - { input: 'qr', expected: 'owned:qr' }, - { input: 'reddit', expected: 'paid:social:reddit', only: true }, - { input: 'dbm', expected: 'paid:display:google' }, - { input: 'google_search', expected: 'paid:search:google', only: true }, - { input: 'qrcode', expected: 'owned:qr' }, - { input: 'linkin.bio', expected: 'owned:social', only: true }, - { input: 'cpc', expected: 'paid' }, - { input: 'paid', expected: 'paid' }, - { input: 'email', expected: 'owned:email' }, - { input: 'social', expected: ':social', only: true }, - { input: 'yext', expected: 'paid:local:yext', only: true }, - { input: 'video', expected: ':video', only: true }, - { input: 'referral', expected: '' }, - { input: 'paid_social', expected: 'paid:social' }, - { input: 'banner', expected: 'paid:display' }, - { input: 'ppc', expected: 'paid' }, - { input: 'organic', expected: 'owned' }, - { input: 'social_paid', expected: 'paid:social' }, - { input: 'organicgmb', expected: 'owned:local:google' }, - { input: 'cpm', expected: 'paid' }, - { input: 'paid-social', expected: 'paid:social' }, - { input: 'paidsocial', expected: 'paid:social' }, - { input: 'paidsearch', expected: 'paid:search' }, - { input: 'native', expected: '' }, - { input: 'paid_search', expected: 'paid:search' }, - { input: 'affiliate', expected: 'paid:affiliate' }, - { input: 'app', expected: '' }, - { input: 'brand_paid_search', expected: 'paid:search' }, - { input: 'non_brand_paid_search', expected: 'paid:search' }, - { input: 'search-unbrand_paid', expected: 'paid:search' }, - { input: 'web', expected: 'owned:web' }, - { input: 'social_media', expected: ':social', only: true }, - { input: 'organic_social', expected: 'owned:social' }, - { input: 'social-paid', expected: 'paid:social' }, - { input: 'yt', expected: ':video:youtube' }, - { input: 'carousel', expected: '' }, - { input: 'sea', expected: 'paid:search' }, - { input: 'social-cpc', expected: 'paid:social' }, - { input: 'social-organic', expected: 'owned:social' }, - { input: 'link', expected: '' }, - { input: 'ctv', expected: 'paid:video:amazon' }, - { input: 'print', expected: 'owned:print' }, - { input: 'paid social', expected: 'paid:social', only: true }, - ]; - - testCases - .forEach(({ input, expected }) => { - it(`should classify "${input}" as "${expected}"`, () => { - assert.strictEqual(classifyAcquisition(input), expected); - }); - }); -}); diff --git a/tools/oversight/test/cruncher.fixture.json b/tools/oversight/test/cruncher.fixture.json deleted file mode 100644 index 3d69e707..00000000 --- a/tools/oversight/test/cruncher.fixture.json +++ /dev/null @@ -1,86510 +0,0 @@ -[ - { - "date": "2024-05-06", - "rumBundles": [ - { - "id": "5Sfuy", - "host": "www.aem.live", - "time": "2024-05-06T00:00:04.444Z", - "timeSlot": "2024-05-06T00:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "desktop:windows", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 4444.5 - }, - { - "checkpoint": "lazy", - "timeDelta": 10065.39990234375 - }, - { - "checkpoint": "viewmedia", - "target": "https://www.aem.live/media_1645e7a92e9f8448d45e8b999afa71315cc52690b.png", - "source": ".hero", - "timeDelta": 8968 - }, - { - "checkpoint": "enter", - "target": "visible", - "source": "(direct)", - "timeDelta": 8954.39990234375 - }, - { - "checkpoint": "experiment", - "target": "challenger-1", - "source": "short-home", - "timeDelta": 6122.60009765625 - }, - { - "checkpoint": "load", - "timeDelta": 5637.60009765625 - }, - { - "checkpoint": "viewblock", - "source": ".hero", - "timeDelta": 8971.199951171875 - } - ], - "visit": true - }, - { - "id": "24VX", - "host": "www.aem.live", - "time": "2024-05-06T01:00:00.874Z", - "timeSlot": "2024-05-06T01:00:00.000Z", - "url": "https://www.aem.live/docs/placeholders", - "userAgent": "desktop:windows", - "weight": 100, - "events": [ - { - "checkpoint": "load", - "timeDelta": 874.199951171875 - }, - { - "checkpoint": "cwv", - "timeDelta": 4112 - }, - { - "checkpoint": "top", - "target": "hidden", - "timeDelta": 693.699951171875 - }, - { - "checkpoint": "loadresource", - "target": 11, - "source": "https://www.aem.live/new-footer.plain.html", - "timeDelta": 2510.60009765625 - }, - { - "checkpoint": "navigate", - "target": "hidden", - "source": "https://www.aem.live/docs/", - "timeDelta": 2508.39990234375 - }, - { - "checkpoint": "loadresource", - "target": 11, - "source": "https://www.aem.live/side-navigation.plain.html", - "timeDelta": 2511.60009765625 - }, - { - "checkpoint": "loadresource", - "target": 3, - "source": "https://www.aem.live/new-nav.plain.html", - "timeDelta": 2513.39990234375 - }, - { - "checkpoint": "lazy", - "timeDelta": 927.89990234375 - } - ] - }, - { - "id": "7ns", - "host": "www.aem.live", - "time": "2024-05-06T02:00:00.705Z", - "timeSlot": "2024-05-06T02:00:00.000Z", - "url": "https://www.aem.live/docs/sidekick", - "userAgent": "desktop:mac", - "weight": 100, - "events": [ - { - "checkpoint": "enter", - "target": "visible", - "source": "https://da.live/", - "timeDelta": 705.89990234375 - }, - { - "checkpoint": "loadresource", - "target": 1, - "source": "https://www.aem.live/new-nav.plain.html", - "timeDelta": 707 - }, - { - "checkpoint": "leave", - "timeDelta": 1616.5 - }, - { - "checkpoint": "viewmedia", - "target": "https://www.aem.live/docs/media_1e5fb8dc7e6733da52dfc650a8634e9edf483eee5.jpeg", - "timeDelta": 707.800048828125 - }, - { - "checkpoint": "viewblock", - "source": ".side-navigation", - "timeDelta": 708.300048828125 - }, - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 362.699951171875 - }, - { - "checkpoint": "viewblock", - "source": ".header", - "timeDelta": 708.10009765625 - }, - { - "checkpoint": "lazy", - "timeDelta": 522.39990234375 - }, - { - "checkpoint": "loadresource", - "target": 10, - "source": "https://www.aem.live/side-navigation.plain.html", - "timeDelta": 706.60009765625 - }, - { - 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"url": "https://www.aem.live/docs/byo-cdn-fastly-setup", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 103.199951171875 - } - ] - } - ] - }, - { - "date": "2024-04-06", - "rumBundles": [ - { - "id": "Jhuz", - "host": "www.aem.live", - "time": "2024-04-06T03:00:00.310Z", - "timeSlot": "2024-04-06T03:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 310 - } - ] - }, - { - "id": "Ibcdfj", - "host": "www.aem.live", - "time": "2024-04-06T04:00:00.106Z", - "timeSlot": "2024-04-06T04:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 106.699951171875 - } - ] - }, - { - "id": "GTYZ", - "host": "www.aem.live", - "time": "2024-04-06T08:00:01.269Z", - "timeSlot": "2024-04-06T08:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 1269 - } - ] - }, - { - "id": "0OXpt", - "host": "www.aem.live", - "time": "2024-04-06T12:00:00.392Z", - "timeSlot": "2024-04-06T12:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 392 - } - ] - }, - { - "id": "9TVjvwy", - "host": "www.aem.live", - "time": "2024-04-06T13:00:00.684Z", - "timeSlot": "2024-04-06T13:00:00.000Z", - "url": "https://www.aem.live/home", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 684.715087890625 - } - ] - }, - { - "id": "5", - "host": "www.aem.live", - "time": "2024-04-06T14:00:00.130Z", - "timeSlot": "2024-04-06T14:00:00.000Z", - "url": "https://www.aem.live/developer/spreadsheets", - "userAgent": "undefined", - "weight": 100, - "events": [ - { - "checkpoint": "top", - "target": "visible", - "timeDelta": 130.199951171875 - } - ] - } - ] - } -] diff --git a/tools/oversight/test/cruncher.test.js b/tools/oversight/test/cruncher.test.js deleted file mode 100644 index dbba073b..00000000 --- a/tools/oversight/test/cruncher.test.js +++ /dev/null @@ -1,879 +0,0 @@ -import { describe, it } from 'node:test'; -import assert from 'node:assert/strict'; - -import { readFileSync } from 'node:fs'; -import { DataChunks, addCalculatedProps, zTestTwoProportions } from '../cruncher.js'; - -describe('cruncher.js helper functions', () => { - it('addCalculatedProps()', () => { - const bundle = { - id: '37Rfpw', - host: 'www.aem.live', - time: '2024-05-06T05:00:06.668Z', - timeSlot: '2024-05-06T05:00:00.000Z', - url: 'https://www.aem.live/developer/tutorial', - userAgent: 'desktop:mac', - weight: 100, - events: [ - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_1c03ad909a87a4e318a33e780b93e4a1f8e7581a3.png', - timeDelta: 6668.300048828125, - }, - { - checkpoint: 'cwv-ttfb', - value: 116.40000009536743, - timeDelta: 4157.60009765625, - }, - { - checkpoint: 'cwv-inp', - value: 24, - timeDelta: 22433, - }, - { - checkpoint: 'loadresource', - target: 13, - source: 'https://www.aem.live/side-navigation.plain.html', - timeDelta: 2146.60009765625, - }, - { - checkpoint: 'cwv', - timeDelta: 3405.699951171875, - }, - { - checkpoint: 'loadresource', - target: 1, - source: 'https://www.aem.live/new-footer.plain.html', - timeDelta: 2146.300048828125, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_10ba61a1d511624419dcef8791a7ef1e2d4be517a.png', - timeDelta: 2669.800048828125, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_10f4cf14edeb95728a5fe54816167b7bfdd84b470.png', - timeDelta: 13955.60009765625, - }, - { - checkpoint: 'cwv-cls', - value: 0.08819350790051111, - timeDelta: 22433.199951171875, - }, - { - checkpoint: 'viewblock', - source: '.side-navigation', - timeDelta: 2263.800048828125, - }, - { - checkpoint: 'viewblock', - source: '.video', - timeDelta: 14990, - }, - { - checkpoint: 'cwv-lcp', - value: 449.60000002384186, - timeDelta: 22299.89990234375, - }, - { - checkpoint: 'load', - timeDelta: 340.39990234375, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_1228880ca4b47272dfeff138bbc65e21ea7280ae2.png', - timeDelta: 13113.800048828125, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.hlx.live/developer/videos/tutorial-step1.mp4', - source: '.video', - timeDelta: 2152.10009765625, - }, - { - checkpoint: 'viewblock', - source: '.video', - timeDelta: 2153.5, - }, - { - checkpoint: 'navigate', - target: 'visible', - source: 'https://www.aem.live/home', - timeDelta: 2144.39990234375, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_1ac52277bb9463586a7cc3608c6bed2fb7fd3d10e.png', - timeDelta: 17293.39990234375, - }, - { - checkpoint: 'cwv-fid', - value: 17.600000023841858, - timeDelta: 22301.60009765625, - }, - { - checkpoint: 'leave', - timeDelta: 22432.699951171875, - }, - { - checkpoint: 'lazy', - timeDelta: 397.10009765625, - }, - { - checkpoint: 'viewmedia', - target: 'https://www.aem.live/developer/media_18d1c2a9ecd6557f129e41b42a03a8dfbff1e27e9.png', - timeDelta: 2152.800048828125, - }, - { - checkpoint: 'loadresource', - target: 2, - source: 'https://www.aem.live/new-nav.plain.html', - timeDelta: 2145.800048828125, - }, - { - checkpoint: 'top', - target: 'visible', - timeDelta: 156.300048828125, - }, - { - checkpoint: 'viewblock', - source: '.header', - timeDelta: 2153.199951171875, - }, - ], - cwvTTFB: 116.40000009536743, - cwvINP: 24, - cwvCLS: 0.08819350790051111, - cwvLCP: 449.60000002384186, - }; - const after = addCalculatedProps(bundle); - assert.equal(after.visit, undefined); - assert.equal(after.conversion, undefined); - assert.equal(after.cwvINP, 24); - }); - - it('zTestTwoProportions()', () => { - const p = zTestTwoProportions(100, 1000, 100, 1000); - assert.equal(p, 1); - }); -}); - -describe('DataChunks', () => { - it('new DataChunks()', async () => { - const d = new DataChunks(); - assert.ok(d); - }); - - it('DataChunk.load()', () => { - // load test chunks from cruncher.fixture.json - const testFile = new URL('cruncher.fixture.json', import.meta.url); - const testChunks = JSON.parse(readFileSync(testFile)); - const d = new DataChunks(); - d.load(testChunks); - assert.equal(d.data.length, 31); - }); - - it('DataChunk.bundles', () => { - // load test chunks from cruncher.fixture.json - const testFile = new URL('cruncher.fixture.json', import.meta.url); - const testChunks = JSON.parse(readFileSync(testFile)); - const d = new DataChunks(); - d.load(testChunks); - assert.equal(d.bundles.length, 969); - }); - - it('DataChunk.bundles (repeat)', () => { - // load test chunks from cruncher.fixture.json - const testFile = new URL('cruncher.fixture.json', import.meta.url); - const testChunks = JSON.parse(readFileSync(testFile)); - const d = new DataChunks(); - d.load(testChunks); - assert.equal(d.bundles.length, 969); - assert.equal(d.bundles.length, 969); - assert.equal(d.bundles.length, 969); - }); - - it('DataChunk.addData()', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 4444.5, - }, - ], - }, - ], - }, - ]; - const chunks2 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 4444.5, - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - assert.equal(d.bundles.length, 1); - d.addData(chunks2); - assert.equal(d.bundles.length, 2); - }); - - it('DataChunk.filter()', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 4444.5, - }, - ], - }, - ], - }, - ]; - const chunks2 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 4444.5, - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - d.addData(chunks2); - - d.addFacet('all', () => 'true'); - d.addFacet('none', () => 'false'); - d.addFacet('id', (bundle) => bundle.id); - - d.filter = { - all: ['true'], - }; - assert.equal(d.filtered.length, 2); - - d.filter = { - none: ['true'], - }; - assert.equal(d.filtered.length, 0); - - d.filter = { - id: ['one'], - }; - assert.equal(d.filtered.length, 1); - }); - - it('DataChunk.group()', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - const grouped = d.group((bundle) => bundle.id); - assert.equal(grouped.one.length, 1); - assert.equal(grouped.two.length, 1); - const groupedbydisplay = d.group((bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.target); - assert.equal(groupedbydisplay.visible.length, 1); - assert.equal(groupedbydisplay.hidden.length, 1); - }); - - it('DataChunk.totals()', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - - // define two series - d.addSeries('toptime', (bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.timeDelta); - d.addSeries('clickcount', (bundle) => bundle.events.filter((e) => e.checkpoint === 'click').length); - - // get totals - const { totals } = d; - // for each series, there are a number of ways to look at the aggregate - assert.equal(totals.toptime.sum, 300); - assert.equal(totals.toptime.mean, 150); - assert.equal(totals.clickcount.sum, 1); - assert.equal(totals.clickcount.mean, 0.5); - }); - - it('DataChunk.aggregate()', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - - // define two series - d.addSeries('toptime', (bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.timeDelta); - d.addSeries('clickcount', (bundle) => bundle.events.filter((e) => e.checkpoint === 'click').length); - - // group by display - d.group((bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.target); - - // get aggregates - const { aggregates } = d; - // the first level of aggregation is by group - assert.deepEqual(Object.keys(aggregates), ['visible', 'hidden']); - // the second level of aggregation is by series - assert.equal(aggregates.visible.toptime.sum, 100); - assert.equal(aggregates.hidden.toptime.sum, 200); - assert.equal(aggregates.visible.clickcount.sum, 0); - assert.equal(aggregates.hidden.clickcount.sum, 1); - // we can also compare the sum and count metrics to the parent (all) group - assert.equal(aggregates.visible.toptime.share, 1 / 2); - // percentage is calculated as the ratio of sums - assert.equal(aggregates.hidden.toptime.percentage, 2 / 3); - }); - - it('DataChunk.facets', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/developer/tutorial', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - { - id: 'three', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'mobile:ios', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 200, - }, - { - checkpoint: 'viewmedia', - target: 'some_image.png', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - - // define two series - d.addSeries('toptime', (bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.timeDelta); - d.addSeries('clickcount', (bundle) => bundle.events.filter((e) => e.checkpoint === 'click').length); - - // group by display - d.group((bundle) => bundle.events.find((e) => e.checkpoint === 'top')?.target); - - // define facet functions - d.addFacet('host', (bundle) => bundle.host); - d.addFacet('url', (bundle) => bundle.url); - d.addFacet('userAgent', (bundle) => { - const parts = bundle.userAgent.split(':'); - return parts.reduce((acc, _, i) => { - acc.push(parts.slice(0, i + 1).join(':')); - return acc; - }, []); - }); - - // set an example filter - d.filter = { - host: ['www.aem.live'], - }; - - // get facets - const { facets } = d; - - // the first level of aggregation is by facet - assert.deepEqual(Object.keys(facets), ['host', 'url', 'userAgent']); - assert.deepEqual(facets.url.map((f) => f.value), [ - // two bundles, so it comes first - 'https://www.aem.live/home', - // one bundle, so it comes second - 'https://www.aem.live/developer/tutorial']); - - // one entry can create multiple facets, if the facet function returns an array - // so that desktop can include all desktop:* variants - assert.deepEqual(facets.userAgent.map((f) => f.value), [ - 'desktop', - 'desktop:windows', - 'mobile', - 'mobile:ios', - ]); - }); - - it('DataChunk.filter(userAgent)', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/developer/tutorial', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - { - id: 'three', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'mobile:ios', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 200, - }, - { - checkpoint: 'viewmedia', - target: 'some_image.png', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - - // define facet functions - d.addFacet('userAgent', (bundle) => { - const parts = bundle.userAgent.split(':'); - return parts.reduce((acc, _, i) => { - acc.push(parts.slice(0, i + 1).join(':')); - return acc; - }, []); - }); - - // set an example filter - d.filter = { - host: ['www.aem.live'], - userAgent: ['desktop'], - }; - - assert.equal(d.filtered.length, 2); - - // get facets and subfacets - const { facets } = d; - - // one entry can create multiple facets, if the facet function returns an array - // so that desktop can include all desktop:* variants - assert.deepEqual(facets.userAgent.map((f) => f.value), [ - 'desktop', - 'desktop:windows', - 'mobile', - 'mobile:ios', - ]); - }); - - it('DataChunk.filter(userAgent) negation', () => { - const chunks1 = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/developer/tutorial', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - { - id: 'three', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'mobile:ios', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 200, - }, - { - checkpoint: 'viewmedia', - target: 'some_image.png', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks1); - - // define facet functions - d.addFacet( - // as a convention, we use ! to indicate negation. When used in URL parameters, this - // looks like a nice filter: ?userAgent!=desktop - 'userAgent!', - (bundle) => { - const parts = bundle.userAgent.split(':'); - return parts.reduce((acc, _, i) => { - acc.push(parts.slice(0, i + 1).join(':')); - return acc; - }, []); - }, - // this sets up the negation filter, it means that the filter will match if at least - // one of the values in the facet is not in the filter - 'none', - ); - - // set an example filter - d.filter = { - host: ['www.aem.live'], - // this is a negation filter - 'userAgent!': ['desktop'], - }; - - assert.equal(d.filtered.length, 1); - }); -}); -describe('DataChunks.hasConversion', () => { - it('will tag bundles with convert and not-convert based on a filter spec', () => { - const chunks = [ - { - date: '2024-05-06', - rumBundles: [ - { - id: 'one', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/developer/tutorial', - userAgent: 'desktop:windows', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 100, - }, - ], - }, - { - id: 'two', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'desktop', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'hidden', - timeDelta: 200, - }, - { - checkpoint: 'click', - }, - ], - }, - { - id: 'three', - host: 'www.aem.live', - time: '2024-05-06T00:00:04.444Z', - timeSlot: '2024-05-06T00:00:00.000Z', - url: 'https://www.aem.live/home', - userAgent: 'mobile:ios', - weight: 100, - events: [ - { - checkpoint: 'top', - target: 'visible', - timeDelta: 200, - }, - { - checkpoint: 'viewmedia', - target: 'some_image.png', - }, - ], - }, - ], - }, - ]; - const d = new DataChunks(); - d.load(chunks); - - const spec = { - facetOne: ['top'], - facetTwo: ['hidden'], - }; - d.addFacet('facetOne', (bundle) => bundle.events.map((e) => e.checkpoint)); - d.addFacet('facetTwo', (bundle) => bundle.events.map((e) => e.target)); - const facetValueFn = (bundle) => (d.hasConversion(bundle, spec) ? 'converted' : 'not-converted'); - d.addFacet('conversion', facetValueFn); - const facets = d.facets.conversion; - const converted = facets.find((f) => f.value === 'converted'); - assert.equal(converted?.count, 1); - const notConverted = facets.find((f) => f.value === 'not-converted'); - assert.equal(notConverted?.count, 2); - }); -}); diff --git a/tools/oversight/test/number-format.test.js b/tools/oversight/test/number-format.test.js deleted file mode 100644 index e6d060f4..00000000 --- a/tools/oversight/test/number-format.test.js +++ /dev/null @@ -1,58 +0,0 @@ -import { describe, it } from 'node:test'; -import assert from 'node:assert/strict'; -import { roundToConfidenceInterval, samplingError } from '../utils.js'; - -describe('samplingError', () => { - it('computes the sampling error', () => { - assert.strictEqual(samplingError(60, 10), 37); - assert.strictEqual(samplingError(600, 100), 118); - assert.strictEqual(samplingError(300, 100), 59); - assert.strictEqual(samplingError(30, 10), 19); - }); -}); - -describe('number-format', () => { - it('uses exponents', () => { - assert.strictEqual(roundToConfidenceInterval(100), '100'); - assert.strictEqual(roundToConfidenceInterval(1000), '1k'); - assert.strictEqual(roundToConfidenceInterval(10000), '10k'); - assert.strictEqual(roundToConfidenceInterval(100000), '100k'); - assert.strictEqual(roundToConfidenceInterval(1000000), '1m'); - assert.strictEqual(roundToConfidenceInterval(10000000), '10m'); - assert.strictEqual(roundToConfidenceInterval(100000000), '100m'); - assert.strictEqual(roundToConfidenceInterval(1000000000), '1b'); - assert.strictEqual(roundToConfidenceInterval(10000000000), '10b'); - assert.strictEqual(roundToConfidenceInterval(100000000000), '100b'); - assert.strictEqual(roundToConfidenceInterval(1000000000000), '1t'); - assert.strictEqual(roundToConfidenceInterval(10000000000000), '10t'); - assert.strictEqual(roundToConfidenceInterval(100000000000000), '100t'); - assert.strictEqual(roundToConfidenceInterval(1000000000000000), '1000t'); - assert.strictEqual(roundToConfidenceInterval(10000000000000000), '10,000t'); - assert.strictEqual(roundToConfidenceInterval(100000000000000000), '100,000t'); - assert.strictEqual(roundToConfidenceInterval(1000000000000000000), '1,000,000t'); - assert.strictEqual(roundToConfidenceInterval(10000000000000000000), '10,000,000t'); - }); - - it('supports decimal places', () => { - assert.strictEqual(roundToConfidenceInterval(1500), '1.5k'); - assert.strictEqual(roundToConfidenceInterval(15000), '15k'); - assert.strictEqual(roundToConfidenceInterval(150000), '150k'); - assert.strictEqual(roundToConfidenceInterval(1500000), '1.5m'); - }); - - it('curbs precision according to sample size', () => { - assert.strictEqual(roundToConfidenceInterval(31415, 30), '31k'); - assert.strictEqual(roundToConfidenceInterval(3141592, 300), '3.1m'); - assert.strictEqual(roundToConfidenceInterval(314159265, 3000), '310m'); - // when accuracy is getting fuzzy, we switch to fractional notation - assert.strictEqual(roundToConfidenceInterval(3141592653, 30), '3.1b'); - assert.strictEqual(roundToConfidenceInterval( - 3141592653, - 300000, - ), '3.142b'); - assert.strictEqual(roundToConfidenceInterval( - 3141592653, - 3000, - ), '3.1b'); - }); -}); diff --git a/tools/oversight/test/utils.test.js b/tools/oversight/test/utils.test.js index b5600193..847a5a5d 100644 --- a/tools/oversight/test/utils.test.js +++ b/tools/oversight/test/utils.test.js @@ -1,7 +1,7 @@ import { describe, it } from 'node:test'; import assert from 'node:assert/strict'; import { - truncate, escapeHTML, computeConversionRate, isKnownFacet, + truncate, escapeHTML, } from '../utils.js'; describe('truncate', () => { @@ -48,42 +48,3 @@ describe('escapeHTML', () => { assert.strictEqual(escapeHTML('
hello
'), '<div>hello</div>'); }); }); - -describe('computeConversionRate', () => { - it('its 10% for 1 conversion and 10 visits', () => { - const result = computeConversionRate(1, 10); - assert.strictEqual(result, 10); - }); - it('its 100% for 10 conversion and 10 visits', () => { - const result = computeConversionRate(10, 10); - assert.strictEqual(result, 100); - }); - it('its 0% for 0 conversion and 10 visits', () => { - const result = computeConversionRate(0, 10); - assert.strictEqual(result, 0); - }); - it('its 100% for 1 conversion and 0 visits', () => { - const result = computeConversionRate(1, 0); - assert.strictEqual(result, 100); - }); - it('its 0% for 0 conversion and 0 visits', () => { - const result = computeConversionRate(0, 0); - assert.strictEqual(result, 100); - }); - it('its 100% for 2 conversion and 1 visits', () => { - const result = computeConversionRate(0, 0); - assert.strictEqual(result, 100); - }); - - describe('check valid facets', () => { - assert.ok(isKnownFacet('userAgent')); - assert.ok(!isKnownFacet('browser')); - - assert.ok(isKnownFacet('checkpoint.source')); - assert.ok(!isKnownFacet('checkpoint.value')); - - assert.ok(isKnownFacet('url!')); - assert.ok(isKnownFacet('url~')); - assert.ok(!isKnownFacet('url+')); - }); -}); diff --git a/tools/oversight/utils.js b/tools/oversight/utils.js index f53e7c2b..fec6835a 100644 --- a/tools/oversight/utils.js +++ b/tools/oversight/utils.js @@ -1,123 +1,5 @@ -import classifyConsent from './consent.js'; -import { classifyAcquisition } from './acquisition.js'; - /* helpers */ -export function isKnownFacet(key) { - const checkpoints = [ - 'loadresource', - 'cwv', - 'cwv2', // ekrem - 'cwv-lcp', - 'cwv-cls', - 'cwv-inp', - 'cwv-ttfb', // these are virtual checkpoints - 'click', - 'top', - 'viewmedia', - 'viewblock', - 'enter', - 'error', - 'navigate', - 'utm', - 'reload', - 'back_forward', - 'missingresource', - 'audience', - 'experiment', - 'formsubmit', - '404', - 'convert', - 'search', - 'unsupported', - 'noscript', - 'consent', - 'paid', - 'email', - 'acquisition', - 'login', - 'signup', - 'language', // record language preference - 'prerender', - 'redirect', // there was a redirect as part of the request - 'acquisition', // virtual checkpoint - ]; - - const baseFacets = [ - 'userAgent', - 'url', - 'type', - 'conversions', - 'checkpoint', - // facets from sankey - 'trafficsource', - 'traffictype', - 'entryevent', - 'pagetype', - 'loadtype', - 'contenttype', - 'interaction', - 'clicktarget', - 'exit', - 'vitals', - // facets from checkpoints - ...checkpoints, - ]; - - const suffixes = [ - 'source', - 'target', - 'histogram', - ]; - - const modifiers = [ - '!', // indicates a negation, and allows us to select a negative facet - '~', // indicates a count, and allows us to control how many items are shown - ]; - - const facetPattern = /^(?[a-z]+)(\.(?[a-z]+))?(?[!~])?$/i; - const match = facetPattern.exec(key); - if (match) { - const { facet, suffix, qualifier } = match.groups; - return baseFacets.includes(facet) - && (!suffix || suffixes.includes(suffix)) - && (!qualifier || modifiers.includes(qualifier)); - } - return false; -} - -export function scoreCWV(value, name) { - if (value === undefined || value === null) return null; - let poor; - let ni; - // this is unrolled on purpose as this method becomes a bottleneck - if (name === 'lcp') { - poor = 4000; - ni = 2500; - } - if (name === 'cls') { - poor = 0.25; - ni = 0.1; - } - if (name === 'inp') { - poor = 500; - ni = 200; - } - if (name === 'ttfb') { - poor = 1800; - ni = 800; - } - if (value >= poor) { - return 'poor'; - } - if (value >= ni) { - return 'ni'; - } - return 'good'; -} - -export const UA_KEY = 'userAgent'; - /** * Returns a human readable number * @param {Number} num a number @@ -146,53 +28,32 @@ export function toISOStringWithTimezone(date) { return `${date.getFullYear()}-${pad(date.getMonth() + 1)}-${pad(date.getDate())}T${pad(date.getHours())}:${pad(date.getMinutes())}:${pad(date.getSeconds())}${getTimezoneOffset()}`; } -export function scoreBundle(bundle) { - // a bundle is good if all CWV that have a value are good - // a bundle is ni if all CWV that have a value are ni or good - // a bundle is poor if any CWV that have a value are poor - // a bundle has no CWV if no CWV have a value - const cwv = ['cwvLCP', 'cwvCLS', 'cwvINP']; - const scores = cwv - .filter((metric) => bundle[metric]) - .map((metric) => scoreCWV(bundle[metric], metric.toLowerCase().slice(3))); - if (scores.length === 0) return null; - if (scores.every((s) => s === 'good')) return 'good'; - if (scores.every((s) => s !== 'poor')) return 'ni'; - return 'poor'; -} -export const INTERPOLATION_THRESHOLD = 10; - -export function simpleCWVInterpolationFn(metric, threshold) { - return (cwvs) => { - const valuedWeights = Object.values(cwvs) - .filter((value) => value.weight !== undefined) - .map((value) => value.weight) - .reduce((acc, value) => acc + value, 0); - return cwvs[threshold + metric].weight / valuedWeights; - }; -} -export function cwvInterpolationFn(targetMetric) { - return (cwvs) => { - const valueCount = cwvs.goodCWV.count + cwvs.niCWV.count + cwvs.poorCWV.count; - const valuedWeights = cwvs.goodCWV.weight + cwvs.niCWV.weight + cwvs.poorCWV.weight; +const vulgarFractions = { + 0: '0', + 0.125: '⅛', + 0.2: '⅕', + 0.25: '¼', + 0.333: '⅓', + 0.375: '⅜', + 0.5: '½', + 0.625: '⅝', + 0.666: '⅔', + 0.75: '¾', + 0.8: '⅘', + 0.875: '⅞', + 1: '1', +}; - if (valueCount < INTERPOLATION_THRESHOLD) { - // not enough data to interpolate - return 0; +export function findNearestVulgarFraction(fraction) { + const closest = Object.keys(vulgarFractions).reduce((acc, key) => { + if (Math.abs(fraction - key) < Math.abs(fraction - acc)) { + return key; } - // total weight - const totalWeight = cwvs.goodCWV.weight - + cwvs.niCWV.weight - + cwvs.poorCWV.weight - + cwvs.noCWV.weight; - // share of targetMetric compared to all CWV - const share = cwvs[targetMetric].weight / (valuedWeights); - // interpolate the share to the total weight - return Math.round(share * totalWeight); - }; + return acc; + }, 0); + return vulgarFractions[closest]; } - export function truncate(time, unit) { const t = new Date(time); // truncate to the beginning of the hour @@ -277,146 +138,34 @@ export function parseConversionSpec() { return cached.conversionSpec; } -/** - * Conversion rates are computed as the ratio of conversions to visits. The conversion rate is - * capped at 100%. - * @param conversions the number of conversions - * @param visits the number of visits - * @returns {number} the conversion rate as a percentage - */ -export function computeConversionRate(conversions, visits) { - const conversionRate = (100 * conversions) / visits; - if (conversionRate >= 0 && conversionRate <= 100) { - return conversionRate; - } - return 100; -} - -/** - * Determines the sampling error based on a binomial distribution. - * Each sample is a Bernoulli trial, where the probability of success is the - * proportion of the total population that has the attribute of interest. - * The sampling error is calculated as the standard error of the proportion. - * @param {number} total the expectation value of the total population - * @param {number} samples the number of successful trials (i.e. samples) - */ -export function samplingError(total, samples) { - if (samples === 0) { - return 0; - } - const weight = total / samples; - - const variance = weight * weight * samples; - const standardError = Math.sqrt(variance); - const marginOfError = 1.96 * standardError; - // round up to the nearest integer - return Math.round(marginOfError); -} - -const vulgarFractions = { - 0: '0', - 0.125: '⅛', - 0.2: '⅕', - 0.25: '¼', - 0.333: '⅓', - 0.375: '⅜', - 0.5: '½', - 0.625: '⅝', - 0.666: '⅔', - 0.75: '¾', - 0.8: '⅘', - 0.875: '⅞', - 1: '1', -}; +export const INTERPOLATION_THRESHOLD = 10; -export function findNearestVulgarFraction(fraction) { - const closest = Object.keys(vulgarFractions).reduce((acc, key) => { - if (Math.abs(fraction - key) < Math.abs(fraction - acc)) { - return key; - } - return acc; - }, 0); - return vulgarFractions[closest]; +export function simpleCWVInterpolationFn(metric, threshold) { + return (cwvs) => { + const valuedWeights = Object.values(cwvs) + .filter((value) => value.weight !== undefined) + .map((value) => value.weight) + .reduce((acc, value) => acc + value, 0); + return cwvs[threshold + metric].weight / valuedWeights; + }; } +export function cwvInterpolationFn(targetMetric) { + return (cwvs) => { + const valueCount = cwvs.goodCWV.count + cwvs.niCWV.count + cwvs.poorCWV.count; + const valuedWeights = cwvs.goodCWV.weight + cwvs.niCWV.weight + cwvs.poorCWV.weight; -export function roundToConfidenceInterval( - total, - samples = total, - maxPrecision = Infinity, -) { - const max = total + samplingError(total, samples); - const min = total - samplingError(total, samples); - // determine the number of significant digits that max and min have in common - // e.g. 3.14 and 3.16 have 2 significant digits in common - const maxStr = max.toPrecision(`${max}`.length); - const minStr = min.toPrecision(`${min}`.length); - const common = Math.min(maxStr.split('').reduce((acc, digit, i) => { - if (digit === minStr[i]) { - return acc + 1; + if (valueCount < INTERPOLATION_THRESHOLD) { + // not enough data to interpolate + return 0; } - return acc; - }, 0), Number.isNaN(maxPrecision) ? Infinity : maxPrecision); - const precision = Math.max( - Math.min(2, Number.isNaN(maxPrecision) ? Infinity : maxPrecision), - common, - ); - - const rounded = toHumanReadable(total, precision); - return rounded; -} - -export function reclassifyConsent({ source, target, checkpoint }) { - if (checkpoint === 'click' && source) { - const consent = classifyConsent(source); - if (consent) return consent; - } - return { source, target, checkpoint }; -} - -export function reclassifyAcquisition({ source, target, checkpoint }) { - if (checkpoint === 'utm' && (source === 'utm_source' || source === 'utm_medium')) { - const acquisition = classifyAcquisition(target); - if (acquisition) return { checkpoint: 'acquisition', source: acquisition }; - } else if (checkpoint === 'paid') { - const acquisition = classifyAcquisition(source, true); - if (acquisition) return { checkpoint: 'acquisition', source: acquisition }; - } else if (checkpoint === 'email') { - const acquisition = classifyAcquisition(source, false); - if (acquisition) return { checkpoint: 'acquisition', source: acquisition }; - } - /* reclassify earned acquisition – I don't like this, because it kills the enter checkpoint - else if (checkpoint === 'enter' && !allEvents.find((evt) => evt.checkpoint === 'acquisition' - || evt.checkpoint === 'utm' - || evt.checkpoint === 'paid' - || evt.checkpoint === 'email')) { - const acquisition = classifyAcquisition(source, 'earned'); - if (acquisition) return { checkpoint: 'acquisition', source: `${acquisition}` }; - } - */ - return { source, target, checkpoint }; -} - -export function reclassifyEnter(acc, event, i, allEvents) { - const has = (cp) => allEvents.find((evt) => evt.checkpoint === cp); - - if (event.checkpoint === 'enter') acc.referrer = event.source; - if (event.checkpoint === 'acquisition') acc.acquisition = event.source; - if ( - // we need to reclassify when we have seen both enter and acquisition - (event.checkpoint === 'enter' || event.checkpoint === 'acquisition') - // but if there is no acquisition, we reclassify the enter event - && ((acc.acquisition && acc.referrer) || (!has('acquisition')))) { - const [aGroup, aCategory, aVendor] = (acc.acquisition || '').split(':'); - const [, rCategory, rVendor] = (classifyAcquisition(acc.referrer) || '').split(':'); - const group = aGroup || 'earned'; - const category = rCategory || aCategory; - const vndr = rVendor || aVendor; - const newsrc = `${group}:${category}:${vndr}`.replace(/:undefined/g, ''); - // console.log('reclassifyEnter', acc.referrer, acc.acquisition, newsrc); - acc.push({ checkpoint: 'acquisition', source: newsrc }); - } - if (event.checkpoint !== 'acquisition') { - acc.push(event); - } - return acc; + // total weight + const totalWeight = cwvs.goodCWV.weight + + cwvs.niCWV.weight + + cwvs.poorCWV.weight + + cwvs.noCWV.weight; + // share of targetMetric compared to all CWV + const share = cwvs[targetMetric].weight / (valuedWeights); + // interpolate the share to the total weight + return Math.round(share * totalWeight); + }; } From c297238ab2b9408173975e5a666770ca1ae8291e Mon Sep 17 00:00:00 2001 From: Karl Pauls Date: Fri, 11 Oct 2024 13:42:39 +0200 Subject: [PATCH 2/4] refactor: add rum-distiller as dependency --- package-lock.json | 14 ++++++++++++++ package.json | 3 +++ 2 files changed, 17 insertions(+) diff --git a/package-lock.json b/package-lock.json index 88f39805..b0fbd545 100644 --- a/package-lock.json +++ b/package-lock.json @@ -8,6 +8,9 @@ "name": "helix-website", "version": "1.0.0", "license": "Apache-2.0", + "dependencies": { + "@adobe/rum-distiller": "^1.4.0" + }, "devDependencies": { "@babel/core": "7.18.0", "@babel/eslint-parser": "7.17.0", @@ -25,6 +28,12 @@ "stylelint-config-standard": "25.0.0" } }, + "node_modules/@adobe/rum-distiller": { + "version": "1.4.0", + "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.0.tgz", + "integrity": "sha512-fzfMXNB4JbrvlDZGkQzZRGePrWLYrKGD6oQnuf2NZrPwnr8c+0NXP7gKBD1kS5e/SOpZ29x5X+CE1ug1JUtHgw==", + "license": "Apache-2.0" + }, "node_modules/@ampproject/remapping": { "version": "2.2.0", "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.0.tgz", @@ -6921,6 +6930,11 @@ } }, "dependencies": { + "@adobe/rum-distiller": { + "version": "1.4.0", + "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.0.tgz", + "integrity": "sha512-fzfMXNB4JbrvlDZGkQzZRGePrWLYrKGD6oQnuf2NZrPwnr8c+0NXP7gKBD1kS5e/SOpZ29x5X+CE1ug1JUtHgw==" + }, "@ampproject/remapping": { "version": "2.2.0", "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.0.tgz", diff --git a/package.json b/package.json index b93e065c..3d3bbb4b 100644 --- a/package.json +++ b/package.json @@ -42,5 +42,8 @@ "*.js": "eslint", "*.cjs": "eslint", "*.css": "stylelint" + }, + "dependencies": { + "@adobe/rum-distiller": "^1.4.0" } } From 1d96df3d2c048b290741b74ddab6e89be303a212 Mon Sep 17 00:00:00 2001 From: Karl Pauls Date: Mon, 14 Oct 2024 17:39:36 +0200 Subject: [PATCH 3/4] refactor: update to rum-distiller 1.4.1 --- package-lock.json | 18 +++++++++--------- package.json | 4 +--- tools/oversight/explorer.html | 2 +- tools/oversight/flow.html | 2 +- tools/oversight/list.html | 2 +- tools/oversight/share.html | 2 +- tools/oversight/single.html | 2 +- 7 files changed, 15 insertions(+), 17 deletions(-) diff --git a/package-lock.json b/package-lock.json index b0fbd545..e05d56c4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -8,10 +8,8 @@ "name": "helix-website", "version": "1.0.0", "license": "Apache-2.0", - "dependencies": { - "@adobe/rum-distiller": "^1.4.0" - }, "devDependencies": { + "@adobe/rum-distiller": "^1.4.1", "@babel/core": "7.18.0", "@babel/eslint-parser": "7.17.0", "@esm-bundle/chai": "4.3.4-fix.0", @@ -29,9 +27,10 @@ } }, "node_modules/@adobe/rum-distiller": { - "version": "1.4.0", - "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.0.tgz", - "integrity": "sha512-fzfMXNB4JbrvlDZGkQzZRGePrWLYrKGD6oQnuf2NZrPwnr8c+0NXP7gKBD1kS5e/SOpZ29x5X+CE1ug1JUtHgw==", + "version": "1.4.1", + "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.1.tgz", + "integrity": "sha512-08RJH7enl9bJehrzTs+8XTdzzPCTLieVvasDlCKeoWAUl5lG8MOnM3OTNLyxNxwWJ6OF52TUrzesSR0NPLUZyw==", + "dev": true, "license": "Apache-2.0" }, "node_modules/@ampproject/remapping": { @@ -6931,9 +6930,10 @@ }, "dependencies": { "@adobe/rum-distiller": { - "version": "1.4.0", - "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.0.tgz", - "integrity": "sha512-fzfMXNB4JbrvlDZGkQzZRGePrWLYrKGD6oQnuf2NZrPwnr8c+0NXP7gKBD1kS5e/SOpZ29x5X+CE1ug1JUtHgw==" + "version": "1.4.1", + "resolved": "https://registry.npmjs.org/@adobe/rum-distiller/-/rum-distiller-1.4.1.tgz", + "integrity": "sha512-08RJH7enl9bJehrzTs+8XTdzzPCTLieVvasDlCKeoWAUl5lG8MOnM3OTNLyxNxwWJ6OF52TUrzesSR0NPLUZyw==", + "dev": true }, "@ampproject/remapping": { "version": "2.2.0", diff --git a/package.json b/package.json index 3d3bbb4b..50f3a8ad 100644 --- a/package.json +++ b/package.json @@ -23,6 +23,7 @@ }, "homepage": "https://github.com/adobe/helix-website#readme", "devDependencies": { + "@adobe/rum-distiller": "^1.4.1", "@babel/core": "7.18.0", "@babel/eslint-parser": "7.17.0", "@esm-bundle/chai": "4.3.4-fix.0", @@ -42,8 +43,5 @@ "*.js": "eslint", "*.cjs": "eslint", "*.css": "stylelint" - }, - "dependencies": { - "@adobe/rum-distiller": "^1.4.0" } } diff --git a/tools/oversight/explorer.html b/tools/oversight/explorer.html index 27b5dfda..ac8895e8 100644 --- a/tools/oversight/explorer.html +++ b/tools/oversight/explorer.html @@ -5,7 +5,7 @@ diff --git a/tools/oversight/flow.html b/tools/oversight/flow.html index f9d0fa79..057f77bc 100644 --- a/tools/oversight/flow.html +++ b/tools/oversight/flow.html @@ -5,7 +5,7 @@ diff --git a/tools/oversight/list.html b/tools/oversight/list.html index ce8e1e8d..da9cc0aa 100644 --- a/tools/oversight/list.html +++ b/tools/oversight/list.html @@ -4,7 +4,7 @@ Real Use Monitoring (RUM) Explorer | AEM Live diff --git a/tools/oversight/share.html b/tools/oversight/share.html index dafdbcda..7a7916e1 100644 --- a/tools/oversight/share.html +++ b/tools/oversight/share.html @@ -5,7 +5,7 @@ diff --git a/tools/oversight/single.html b/tools/oversight/single.html index 7f71342c..b2f28fc0 100644 --- a/tools/oversight/single.html +++ b/tools/oversight/single.html @@ -5,7 +5,7 @@ From 982b8f3ff502cf25f45abc87bc07b4ff9a770290 Mon Sep 17 00:00:00 2001 From: Karl Pauls Date: Mon, 14 Oct 2024 17:42:52 +0200 Subject: [PATCH 4/4] refactor: update to rum-distiller 1.4.1 --- tools/oversight/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tools/oversight/package.json b/tools/oversight/package.json index 8d7c9542..7c252ec5 100644 --- a/tools/oversight/package.json +++ b/tools/oversight/package.json @@ -6,6 +6,6 @@ }, "type": "module", "dependencies": { - "@adobe/rum-distiller": "^1.4.0" + "@adobe/rum-distiller": "^1.4.1" } }