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core(metrics): add lantern EIL (#5024)
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patrickhulce authored Apr 27, 2018
1 parent af7000e commit 85b2fbc
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Showing 11 changed files with 296 additions and 123 deletions.
71 changes: 17 additions & 54 deletions lighthouse-core/audits/estimated-input-latency.js
Original file line number Diff line number Diff line change
Expand Up @@ -7,16 +7,7 @@

const Audit = require('./audit');
const Util = require('../report/html/renderer/util');
const TracingProcessor = require('../lib/traces/tracing-processor');
const LHError = require('../lib/errors');

const ROLLING_WINDOW_SIZE = 5000;

/**
* @fileOverview This audit determines the largest 90 percentile EQT value of all 5s windows between
* FMP and the end of the trace.
* @see https://docs.google.com/document/d/1b9slyaB9yho91YTOkAQfpCdULFkZM9LqsipcX3t7He8/preview
*/
class EstimatedInputLatency extends Audit {
/**
* @return {!AuditMeta}
Expand Down Expand Up @@ -45,57 +36,29 @@ class EstimatedInputLatency extends Audit {
};
}

static calculate(tabTrace, context) {
const startTime = tabTrace.timings.firstMeaningfulPaint;
if (!startTime) {
throw new LHError(LHError.errors.NO_FMP);
}

const events = TracingProcessor.getMainThreadTopLevelEvents(tabTrace, startTime)
.filter(evt => evt.duration >= 1);

const candidateStartEvts = events.filter(evt => evt.duration >= 10);

let worst90thPercentileLatency = 16;
for (const startEvt of candidateStartEvts) {
const latencyPercentiles = TracingProcessor.getRiskToResponsiveness(
events,
startEvt.start,
startEvt.start + ROLLING_WINDOW_SIZE,
[0.9]
);

worst90thPercentileLatency = Math.max(
latencyPercentiles[0].time,
worst90thPercentileLatency
);
}

const score = Audit.computeLogNormalScore(
worst90thPercentileLatency,
context.options.scorePODR,
context.options.scoreMedian
);

return {
score,
rawValue: worst90thPercentileLatency,
displayValue: Util.formatMilliseconds(worst90thPercentileLatency, 1),
};
}

/**
* Audits the page to estimate input latency.
* @see https://github.com/GoogleChrome/lighthouse/issues/28
* @param {!Artifacts} artifacts The artifacts from the gather phase.
*
* @param {LH.Artifacts} artifacts
* @param {LH.Audit.Context} context
* @return {!Promise<!AuditResult>} The score from the audit, ranging from 0-100.
* @return {Promise<LH.Audit.Product>}
*/
static audit(artifacts, context) {
const trace = artifacts.traces[this.DEFAULT_PASS];
static async audit(artifacts, context) {
const trace = artifacts.traces[Audit.DEFAULT_PASS];
const devtoolsLog = artifacts.devtoolsLogs[Audit.DEFAULT_PASS];
const metricComputationData = {trace, devtoolsLog, settings: context.settings};
const metricResult = await artifacts.requestEstimatedInputLatency(metricComputationData);

return artifacts.requestTraceOfTab(trace)
.then(traceOfTab => EstimatedInputLatency.calculate(traceOfTab, context));
return {
score: Audit.computeLogNormalScore(
metricResult.timing,
context.options.scorePODR,
context.options.scoreMedian
),
rawValue: metricResult.timing,
displayValue: Util.formatMilliseconds(metricResult.timing, 1),
};
}
}

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2 changes: 2 additions & 0 deletions lighthouse-core/audits/metrics.js
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Expand Up @@ -37,6 +37,7 @@ class Metrics extends Audit {
const firstCPUIdle = await artifacts.requestFirstCPUIdle(metricComputationData);
const timeToInteractive = await artifacts.requestConsistentlyInteractive(metricComputationData);
const speedIndex = await artifacts.requestSpeedIndex(metricComputationData);
const estimatedInputLatency = await artifacts.requestEstimatedInputLatency(metricComputationData); // eslint-disable-line max-len
const metrics = [];

// Include the simulated/observed performance metrics
Expand All @@ -46,6 +47,7 @@ class Metrics extends Audit {
firstCPUIdle,
timeToInteractive,
speedIndex,
estimatedInputLatency,
};

for (const [metricName, values] of Object.entries(metricsMap)) {
Expand Down
5 changes: 5 additions & 0 deletions lighthouse-core/audits/predictive-perf.js
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Expand Up @@ -41,6 +41,7 @@ class PredictivePerf extends Audit {
const ttci = await artifacts.requestLanternConsistentlyInteractive({trace, devtoolsLog});
const ttfcpui = await artifacts.requestLanternFirstCPUIdle({trace, devtoolsLog});
const si = await artifacts.requestLanternSpeedIndex({trace, devtoolsLog});
const eil = await artifacts.requestLanternEstimatedInputLatency({trace, devtoolsLog});

const values = {
roughEstimateOfFCP: fcp.timing,
Expand All @@ -62,6 +63,10 @@ class PredictivePerf extends Audit {
roughEstimateOfSI: si.timing,
optimisticSI: si.optimisticEstimate.timeInMs,
pessimisticSI: si.pessimisticEstimate.timeInMs,

roughEstimateOfEIL: eil.timing,
optimisticEIL: eil.optimisticEstimate.timeInMs,
pessimisticEIL: eil.pessimisticEstimate.timeInMs,
};

const score = Audit.computeLogNormalScore(
Expand Down
67 changes: 67 additions & 0 deletions lighthouse-core/gather/computed/metrics/estimated-input-latency.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,67 @@
/**
* @license Copyright 2018 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 MetricArtifact = require('./metric');
const LHError = require('../../../lib/errors');
const TracingProcessor = require('../../../lib/traces/tracing-processor');

const ROLLING_WINDOW_SIZE = 5000;

/**
* @fileoverview This audit determines the largest 90 percentile EQT value of all 5s windows between
* FMP and the end of the trace.
* @see https://docs.google.com/document/d/1b9slyaB9yho91YTOkAQfpCdULFkZM9LqsipcX3t7He8/preview
*/
class EstimatedInputLatency extends MetricArtifact {
get name() {
return 'EstimatedInputLatency';
}

/**
* @param {Array<{start: number, end: number, duration: number}>} events
* @return {number}
*/
static calculateRollingWindowEIL(events) {
const candidateStartEvts = events.filter(evt => evt.duration >= 10);

let worst90thPercentileLatency = 16;
for (const startEvt of candidateStartEvts) {
const latencyPercentiles = TracingProcessor.getRiskToResponsiveness(
events,
startEvt.start,
startEvt.start + ROLLING_WINDOW_SIZE,
[0.9]
);

worst90thPercentileLatency = Math.max(latencyPercentiles[0].time, worst90thPercentileLatency);
}

return worst90thPercentileLatency;
}

/**
* @param {LH.Artifacts.MetricComputationData} data
* @return {Promise<LH.Artifacts.Metric>}
*/
computeObservedMetric(data) {
const {firstMeaningfulPaint} = data.traceOfTab.timings;
if (!firstMeaningfulPaint) {
throw new LHError(LHError.errors.NO_FMP);
}

const events = TracingProcessor.getMainThreadTopLevelEvents(
data.traceOfTab,
firstMeaningfulPaint
).filter(evt => evt.duration >= 1);

return Promise.resolve({
timing: EstimatedInputLatency.calculateRollingWindowEIL(events),
});
}
}

module.exports = EstimatedInputLatency;
Original file line number Diff line number Diff line change
@@ -0,0 +1,100 @@
/**
* @license Copyright 2018 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 LanternMetricArtifact = require('./lantern-metric');
const Node = require('../../../lib/dependency-graph/node');
const EstimatedInputLatency = require('./estimated-input-latency');

class LanternEstimatedInputLatency extends LanternMetricArtifact {
get name() {
return 'LanternEstimatedInputLatency';
}

/**
* @return {LH.Gatherer.Simulation.MetricCoefficients}
*/
get COEFFICIENTS() {
return {
intercept: 0,
optimistic: 0.4,
pessimistic: 0.4,
};
}

/**
* @param {Node} dependencyGraph
* @return {Node}
*/
getOptimisticGraph(dependencyGraph) {
return dependencyGraph;
}

/**
* @param {Node} dependencyGraph
* @return {Node}
*/
getPessimisticGraph(dependencyGraph) {
return dependencyGraph;
}

/**
* @param {LH.Gatherer.Simulation.Result} simulation
* @param {Object} extras
* @return {LH.Gatherer.Simulation.Result}
*/
getEstimateFromSimulation(simulation, extras) {
// Intentionally use the opposite FMP estimate, a more pessimistic FMP means that more tasks
// are excluded from the EIL computation, so a higher FMP means lower EIL for same work.
const fmpTimeInMs = extras.optimistic
? extras.fmpResult.pessimisticEstimate.timeInMs
: extras.fmpResult.optimisticEstimate.timeInMs;

const events = LanternEstimatedInputLatency.getEventsAfterFMP(
simulation.nodeTimings,
fmpTimeInMs
);

return {
timeInMs: EstimatedInputLatency.calculateRollingWindowEIL(events),
nodeTimings: simulation.nodeTimings,
};
}

/**
* @param {LH.Artifacts.MetricComputationData} data
* @param {Object} artifacts
* @return {Promise<LH.Artifacts.LanternMetric>}
*/
async compute_(data, artifacts) {
const fmpResult = await artifacts.requestLanternFirstMeaningfulPaint(data, artifacts);
return this.computeMetricWithGraphs(data, artifacts, {fmpResult});
}

/**
* @param {LH.Gatherer.Simulation.Result['nodeTimings']} nodeTimings
* @param {number} fmpTimeInMs
*/
static getEventsAfterFMP(nodeTimings, fmpTimeInMs) {
/** @type {Array<{start: number, end: number, duration: number}>} */
const events = [];
for (const [node, timing] of nodeTimings.entries()) {
if (node.type !== Node.TYPES.CPU) continue;
if (!timing.endTime || !timing.startTime) continue;
if (timing.endTime < fmpTimeInMs) continue;

events.push({
start: timing.startTime,
end: timing.endTime,
duration: timing.endTime - timing.startTime,
});
}

return events;
}
}

module.exports = LanternEstimatedInputLatency;
72 changes: 4 additions & 68 deletions lighthouse-core/test/audits/estimated-input-latency-test.js
Original file line number Diff line number Diff line change
Expand Up @@ -10,91 +10,27 @@ const Runner = require('../../runner');
const assert = require('assert');
const options = Audit.defaultOptions;

const TracingProcessor = require('../../lib/traces/tracing-processor');
const pwaTrace = require('../fixtures/traces/progressive-app-m60.json');

const computedArtifacts = Runner.instantiateComputedArtifacts();

function generateArtifactsWithTrace(trace) {
return Object.assign({
traces: {
[Audit.DEFAULT_PASS]: trace,
},
traces: {[Audit.DEFAULT_PASS]: trace},
devtoolsLogs: {[Audit.DEFAULT_PASS]: []},
}, computedArtifacts);
}
/* eslint-env mocha */

describe('Performance: estimated-input-latency audit', () => {
it('evaluates valid input correctly', () => {
const artifacts = generateArtifactsWithTrace(pwaTrace);
return Audit.audit(artifacts, {options}).then(output => {
const settings = {throttlingMethod: 'provided'};
return Audit.audit(artifacts, {options, settings}).then(output => {
assert.equal(output.debugString, undefined);
assert.equal(Math.round(output.rawValue * 10) / 10, 17.1);
assert.equal(output.displayValue, '17\xa0ms');
assert.equal(output.score, 1);
});
});

describe('#audit', () => {
let firstMeaningfulPaint;
let traceEnd;
let artifacts;
let origGetMainThreadEventsFn;
let mainThreadEvtsMock;

beforeEach(() => {
firstMeaningfulPaint = 0.00001;
traceEnd = 1e20;
artifacts = {
traces: {},
requestTraceOfTab() {
const timings = {firstMeaningfulPaint, traceEnd};
return Promise.resolve({timings});
},
};

origGetMainThreadEventsFn = TracingProcessor.getMainThreadTopLevelEvents;
TracingProcessor.getMainThreadTopLevelEvents = () => mainThreadEvtsMock(arguments);
});

afterEach(() => {
TracingProcessor.getMainThreadTopLevelEvents = origGetMainThreadEventsFn;
});

it('uses a 5s rolling window, not traceEnd', async () => {
mainThreadEvtsMock = () => [
{start: 7500, end: 10000, duration: 2500},
{start: 10000, end: 15000, duration: 5000},
];

const result = await Audit.audit(artifacts, {options});
assert.equal(result.rawValue, 4516);
assert.equal(result.score, 0);
});

it('handles continuous tasks', async () => {
const events = [];
const longTaskDuration = 100;
const longTaskNumber = 1000;
const shortTaskDuration = 1.1;
const shortTaskNumber = 10000;

for (let i = 0; i < longTaskNumber; i++) {
const start = i * longTaskDuration;
events.push({start: start, end: start + longTaskDuration, duration: longTaskDuration});
}

const baseline = events[events.length - 1].end;
for (let i = 0; i < shortTaskNumber; i++) {
const start = i * shortTaskDuration + baseline;
events.push({start: start, end: start + shortTaskDuration, duration: shortTaskDuration});
}

mainThreadEvtsMock = () => events;

const result = await Audit.audit(artifacts, {options});
assert.equal(result.rawValue, 106);
assert.equal(result.score, 0.44);
});
});
});
1 change: 1 addition & 0 deletions lighthouse-core/test/audits/metrics-test.js
Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ describe('Performance: metrics', () => {
firstCPUIdle: 5308,
timeToInteractive: 5308,
speedIndex: 2063,
estimatedInputLatency: 104,

observedNavigationStart: 0,
observedFirstPaint: 499,
Expand Down
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