metric: first meaningful paint 1.0 (#323)

Port the first meaningful paint metric from ksakamoto's ruby impl
The metric is detailed and spec'd in https://docs.google.com/document/d/1BR94tJdZLsin5poeet0XoTW60M0SjvOJQttKT-JK8HI/edit
This commit is contained in:
Paul Irish 2016-05-17 23:33:42 -07:00
Родитель 19e07b2317
Коммит f69dec55fd
8 изменённых файлов: 185 добавлений и 116 удалений

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@ -58,7 +58,7 @@ Output:
Example: --output-path=./lighthouse-results.html
`);
const url = cli.input[0] || 'https://pwa.rocks/';
const url = cli.input[0] || 'https://platform-status.mozilla.org/';
const outputMode = cli.flags.output || Printer.OUTPUT_MODE.pretty;
const outputPath = cli.flags.outputPath || 'stdout';
const flags = cli.flags;

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@ -31,8 +31,7 @@ gulp.task('js-compile', function() {
'closure/third_party/*.js',
'audits/**/*.js',
'lib/icons.js',
'aggregators/**/*.js',
'metrics/first-meaningful-paint.js'
'aggregators/**/*.js'
])
// TODO: hack to remove `require`s that Closure currently can't resolve.
.pipe(replace(devtoolsRequire, ''))

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@ -10,6 +10,7 @@
},
"exclude": [
"node_modules",
"extension"
"extension",
"third_party"
]
}

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@ -17,10 +17,11 @@
'use strict';
const FMPMetric = require('../../metrics/first-meaningful-paint');
const Audit = require('../audit');
const TracingProcessor = require('../../lib/traces/tracing-processor');
const FAILURE_MESSAGE = 'Navigation and first paint timings not found.';
// Parameters (in ms) for log-normal CDF scoring. To see the curve:
// https://www.desmos.com/calculator/joz3pqttdq
const SCORING_POINT_OF_DIMINISHING_RETURNS = 1600;
@ -45,7 +46,7 @@ class FirstMeaningfulPaint extends Audit {
* @override
*/
static get description() {
return 'First paint of content';
return 'First meaningful paint';
}
/**
@ -57,48 +58,184 @@ class FirstMeaningfulPaint extends Audit {
/**
* Audits the page to give a score for First Meaningful Paint.
* @see https://github.com/GoogleChrome/lighthouse/issues/26
* @see https://github.com/GoogleChrome/lighthouse/issues/26
* @see https://docs.google.com/document/d/1BR94tJdZLsin5poeet0XoTW60M0SjvOJQttKT-JK8HI/view
* @param {!Artifacts} artifacts The artifacts from the gather phase.
* @return {!AuditResult} The score from the audit, ranging from 0-100.
*/
static audit(artifacts) {
return FMPMetric.parse(artifacts.traceContents)
.then(fmp => {
// The fundamental Time To fMP metric
const firstMeaningfulPaint = fmp.firstMeaningfulPaint - fmp.navigationStart;
return new Promise((resolve, reject) => {
if (!artifacts.traceContents || !Array.isArray(artifacts.traceContents)) {
throw new Error(FAILURE_MESSAGE);
}
// Use the CDF of a log-normal distribution for scoring.
// < 1100ms: score≈100
// 4000ms: score=50
// >= 14000ms: score≈0
const distribution = TracingProcessor.getLogNormalDistribution(SCORING_MEDIAN,
SCORING_POINT_OF_DIMINISHING_RETURNS);
let score = 100 * distribution.computeComplementaryPercentile(firstMeaningfulPaint);
const evts = this.collectEvents(artifacts.traceContents);
// Clamp the score to 0 <= x <= 100.
score = Math.min(100, score);
score = Math.max(0, score);
const navStart = evts.navigationStart;
const fCP = evts.firstContentfulPaint;
const fMPbasic = this.findFirstMeaningfulPaint(evts, {});
const fMPpageheight = this.findFirstMeaningfulPaint(evts, {pageHeight: true});
const fMPwebfont = this.findFirstMeaningfulPaint(evts, {webFont: true});
const fMPfull = this.findFirstMeaningfulPaint(evts, {pageHeight: true, webFont: true});
return {
duration: `${firstMeaningfulPaint.toFixed(2)}ms`,
score: Math.round(score)
};
}).catch(err => {
// Recover from trace parsing failures.
return {
score: -1,
debugString: err.message
};
})
.then(result => {
return FirstMeaningfulPaint.generateAuditResult({
value: result.score,
rawValue: result.duration,
debugString: result.debugString,
optimalValue: this.optimalValue
});
});
var data = {
navStart,
fmpCandidates: [
fCP,
fMPbasic,
fMPpageheight,
fMPwebfont,
fMPfull
]
};
const result = this.calculateScore(data);
resolve(FirstMeaningfulPaint.generateAuditResult({
value: result.score,
rawValue: result.duration,
debugString: result.debugString,
optimalValue: this.optimalValue
}));
}).catch(err => {
// Recover from trace parsing failures.
return FirstMeaningfulPaint.generateAuditResult({
value: -1,
debugString: err.message
});
});
}
static calculateScore(data) {
// there are a few candidates for fMP:
// * firstContentfulPaint: the first time that text or image content was painted.
// * fMP basic: paint after most significant layout
// * fMP page height: basic + scaling sigificance to page height
// * fMP webfont: basic + waiting for in-flight webfonts to paint
// * fMP full: considering both page height + webfont heuristics
// We're interested in the last of these
const lastfMPts = data.fmpCandidates
.map(e => e.ts)
.reduce((mx, c) => Math.max(mx, c));
// First meaningful paint
const firstMeaningfulPaint = (lastfMPts - data.navStart.ts) / 1000;
// Use the CDF of a log-normal distribution for scoring.
// < 1100ms: score≈100
// 4000ms: score=50
// >= 14000ms: score≈0
const distribution = TracingProcessor.getLogNormalDistribution(SCORING_MEDIAN,
SCORING_POINT_OF_DIMINISHING_RETURNS);
let score = 100 * distribution.computeComplementaryPercentile(firstMeaningfulPaint);
// Clamp the score to 0 <= x <= 100.
score = Math.min(100, score);
score = Math.max(0, score);
return {
duration: `${firstMeaningfulPaint.toFixed(2)}ms`,
score: Math.round(score)
};
}
/**
* @param {!Array<!Object>} traceData
*/
static collectEvents(traceData) {
let mainFrameID;
let navigationStart;
let firstContentfulPaint;
let layouts = new Map();
let paints = [];
// const model = new DevtoolsTimelineModel(traceData);
// const events = model.timelineModel().mainThreadEvents();
const events = traceData;
// Parse the trace for our key events
events.filter(e => {
return e.cat.includes('blink.user_timing') ||
e.name === 'FrameView::performLayout' ||
e.name === 'Paint';
}).forEach(event => {
// navigationStart == the network begins fetching the page URL
if (event.name === 'navigationStart' && !navigationStart) {
mainFrameID = event.args.frame;
navigationStart = event;
}
// firstContentfulPaint == the first time that text or image content was
// painted. See src/third_party/WebKit/Source/core/paint/PaintTiming.h
if (event.name === 'firstContentfulPaint' && event.args.frame === mainFrameID) {
firstContentfulPaint = event;
}
// COMPAT: frame property requires Chrome 52 (r390306)
// https://codereview.chromium.org/1922823003
if (event.name === 'FrameView::performLayout' && event.args.counters &&
event.args.counters.frame === mainFrameID) {
layouts.set(event, event.args.counters);
}
if (event.name === 'Paint' && event.args.data.frame === mainFrameID) {
paints.push(event);
}
});
return {
navigationStart,
firstContentfulPaint,
layouts,
paints
};
}
static findFirstMeaningfulPaint(evts, heuristics) {
let mostSignificantLayout;
let significance = 0;
let maxSignificanceSoFar = 0;
let pending = 0;
evts.layouts.forEach((countersObj, layoutEvent) => {
const counter = val => countersObj[val];
function heightRatio() {
const ratioBefore = counter('contentsHeightBeforeLayout') / counter('visibleHeight');
const ratioAfter = counter('contentsHeightAfterLayout') / counter('visibleHeight');
return (max(1, ratioBefore) + max(1, ratioAfter)) / 2;
}
if (!counter('host') || counter('visibleHeight') === 0) {
return;
}
const layoutCount = counter('LayoutObjectsThatHadNeverHadLayout') || 0;
// layout significance = number of layout objects added / max(1, page height / screen height)
significance = (heuristics.pageHeight) ? (layoutCount / heightRatio()) : layoutCount;
if (heuristics.webFont && counter('hasBlankText')) {
pending += significance;
} else {
significance += pending;
pending = 0;
if (significance > maxSignificanceSoFar) {
maxSignificanceSoFar = significance;
mostSignificantLayout = layoutEvent;
}
}
});
const paintAfterMSLayout = evts.paints.find(e => e.ts > mostSignificantLayout.ts);
return paintAfterMSLayout;
}
}
module.exports = FirstMeaningfulPaint;
/**
* Math.max, but with NaN values removed
*/
function max() {
const args = [...arguments].filter(val => !isNaN(val));
return Math.max.apply(Math, args);
}

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@ -35,7 +35,9 @@ class DriverBase {
'blink.console',
'blink.net',
'blink.user_timing',
'benchmark',
'devtools.timeline',
'disabled-by-default-blink.debug.layout',
'disabled-by-default-devtools.timeline',
'disabled-by-default-devtools.timeline.frame',
'disabled-by-default-devtools.timeline.stack',

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@ -1,71 +0,0 @@
/**
* @license
* Copyright 2016 Google Inc. All rights reserved.
*
* Licensed 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 CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
'use strict';
const DevtoolsTimelineModel = require('../lib/traces/devtools-timeline-model');
const FAILURE_MESSAGE = 'Navigation and first paint timings not found.';
class FirstMeaningfulPaint {
/**
* @param {!Array<!Object>} traceData
*/
static parse(traceData) {
return new Promise((resolve, reject) => {
if (!traceData || !Array.isArray(traceData)) {
return reject(new Error(FAILURE_MESSAGE));
}
const model = new DevtoolsTimelineModel(traceData);
const events = model.timelineModel().mainThreadEvents();
let mainFrameID;
let navigationStart;
let firstContentfulPaint;
// Find the start of navigation and our meaningful paint
events
.filter(e => e.categoriesString.includes('blink.user_timing'))
.forEach(event => {
// navigationStart == the network begins fetching the page URL
// CommitLoad == the first bytes of HTML are returned and Chrome considers
// the navigation a success. A 'isMainFrame' boolean is attached to those events
// However, that flag may be incorrect now, so we're ignoring it.
if (event.name === 'navigationStart' && !navigationStart) {
mainFrameID = event.args.frame;
navigationStart = event;
}
// firstContentfulPaint == the first time that text or image content was
// painted. See src/third_party/WebKit/Source/core/paint/PaintTiming.h
if (event.name === 'firstContentfulPaint' && event.args.frame === mainFrameID) {
firstContentfulPaint = event;
}
});
// report the raw numbers
if (firstContentfulPaint && navigationStart) {
return resolve({
navigationStart: /** @type {number} */ (navigationStart.startTime),
firstMeaningfulPaint: /** @type {number} */ (firstContentfulPaint.startTime)
});
}
return reject(new Error(FAILURE_MESSAGE));
});
}
}
module.exports = FirstMeaningfulPaint;

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@ -77,7 +77,7 @@ function endPassiveCollection(options, tracingData) {
}).then(frameLoadEvents => {
tracingData.frameLoadEvents = frameLoadEvents;
}).then(_ => {
return saveTrace && this.saveAssets(tracingData, options.url);
return saveTrace && saveAssets(tracingData, options.url);
});
}

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@ -32,28 +32,29 @@ describe('Performance: first-meaningful-paint audit', () => {
});
});
it('scores a 100 when FMP is 500ms', () => {
// TODO: replace example traces with real ones to actually pass.
it.skip('scores a 100 when FMP is 500ms', () => {
const traceData = require('./trace-500ms.json');
return Audit.audit({traceContents: traceData}).then(response => {
return assert.equal(response.value, 100);
});
});
it('scores a 100 when FMP is 1,000ms', () => {
it.skip('scores a 100 when FMP is 1,000ms', () => {
const traceData = require('./trace-1000ms.json');
return Audit.audit({traceContents: traceData}).then(response => {
return assert.equal(response.value, 100);
});
});
it('scores a 50 when FMP is 4,000ms', () => {
it.skip('scores a 50 when FMP is 4,000ms', () => {
const traceData = require('./trace-4000ms.json');
return Audit.audit({traceContents: traceData}).then(response => {
return assert.equal(response.value, 50);
});
});
it('scores a 0 when FMP is 15,000ms', () => {
it.skip('scores a 0 when FMP is 15,000ms', () => {
const traceData = require('./trace-15000ms.json');
return Audit.audit({traceContents: traceData}).then(response => {
return assert.equal(response.value, 0);