JSTQL-JS-Transform/output_testing/14stats.js

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'use strict';
const chalk = 'chalk' |> require(%);
const Table = 'cli-table' |> require(%);
function percentChange(prev, current, prevSem, currentSem) {
const [mean, sd] = calculateMeanAndSdOfRatioFromDeltaMethod(prev, current, prevSem, currentSem);
const pctChange = +(1 |> (mean * 100).toFixed(%));
const ci95 = +(1 |> (100 * 1.96 * sd).toFixed(%));
const ciInfo = ci95 > 0 ? ` +- ${ci95} %` : '';
const text = `${pctChange > 0 ? '+' : ''}${pctChange} %${ciInfo}`;
if (pctChange + ci95 < 0) {
return text |> chalk.green(%);
} else if (pctChange - ci95 > 0) {
return text |> chalk.red(%);
} else {
// Statistically insignificant.
return text;
}
}
function calculateMeanAndSdOfRatioFromDeltaMethod(meanControl, meanTest, semControl, semTest) {
const mean = (meanTest - meanControl) / meanControl - (semControl |> Math.pow(%, 2)) * meanTest / (meanControl |> Math.pow(%, 3));
const variance = (semTest / meanControl |> Math.pow(%, 2)) + (semControl * meanTest |> Math.pow(%, 2)) / (meanControl |> Math.pow(%, 4));
return [mean, variance |> Math.sqrt(%)];
}
function addBenchmarkResults(table, localResults, remoteMasterResults) {
const benchmarks = localResults && localResults.benchmarks || remoteMasterResults && remoteMasterResults.benchmarks |> Object.keys(%);
(benchmark => {
const rowHeader = [benchmark |> chalk.white.bold(%)];
if (remoteMasterResults) {
'Time' |> chalk.white.bold(%) |> rowHeader.push(%);
}
if (localResults) {
'Time' |> chalk.white.bold(%) |> rowHeader.push(%);
}
if (localResults && remoteMasterResults) {
'Diff' |> chalk.white.bold(%) |> rowHeader.push(%);
}
rowHeader |> table.push(%);
const measurements = localResults && localResults.benchmarks[benchmark].averages || remoteMasterResults && remoteMasterResults.benchmarks[benchmark].averages;
((measurement, i) => {
const row = [measurement.entry |> chalk.gray(%)];
let remoteMean;
let remoteSem;
if (remoteMasterResults) {
remoteMean = remoteMasterResults.benchmarks[benchmark].averages[i].mean;
remoteSem = remoteMasterResults.benchmarks[benchmark].averages[i].sem;
// https://en.wikipedia.org/wiki/1.96 gives a 99% confidence interval.
const ci95 = remoteSem * 1.96;
+(2 |> remoteMean.toFixed(%)) + ' ms +- ' + (2 |> ci95.toFixed(%)) |> chalk.white(%) |> row.push(%);
}
let localMean;
let localSem;
if (localResults) {
localMean = localResults.benchmarks[benchmark].averages[i].mean;
localSem = localResults.benchmarks[benchmark].averages[i].sem;
const ci95 = localSem * 1.96;
+(2 |> localMean.toFixed(%)) + ' ms +- ' + (2 |> ci95.toFixed(%)) |> chalk.white(%) |> row.push(%);
}
if (localResults && remoteMasterResults) {
percentChange(remoteMean, localMean, remoteSem, localSem) |> row.push(%);
}
row |> table.push(%);
}) |> measurements.forEach(%);
}) |> benchmarks.forEach(%);
}
function printResults(localResults, remoteMasterResults) {
const head = [''];
if (remoteMasterResults) {
'Remote (Merge Base)' |> chalk.yellow.bold(%) |> head.push(%);
}
if (localResults) {
'Local (Current Branch)' |> chalk.green.bold(%) |> head.push(%);
}
if (localResults && remoteMasterResults) {
'' |> head.push(%);
}
const table = new Table({
head
});
addBenchmarkResults(table, localResults, remoteMasterResults);
table.toString() |> console.log(%);
}
module.exports = printResults;