Created
October 26, 2023 16:30
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better performance test
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export const handler = async (event) => { | |
// TODO implement | |
//#Source https://bit.ly/2neWfJ2 | |
const hz = (fn, iterations = 100) => { | |
const before = performance.now(); | |
for (let i = 0; i < iterations; i++) fn(); | |
return (1000 * iterations) / (performance.now() - before); | |
}; | |
// 10,000 element array | |
const numbers = Array(10000) | |
.fill() | |
.map((_, i) => i); | |
// Test functions with the same goal: sum up the elements in the array | |
const sumReduce = () => numbers.reduce((acc, n) => acc + n, 0); | |
const sumForLoop = () => { | |
let sum = 0; | |
for (let i = 0; i < numbers.length; i++) sum += numbers[i]; | |
return sum; | |
}; | |
function getStandardDeviation (array) { | |
const n = array.length | |
const mean = array.reduce((a, b) => a + b) / n | |
return Math.sqrt(array.map(x => Math.pow(x - mean, 2)).reduce((a, b) => a + b) / n) | |
} | |
const getStats = (fn, iterations = 100) => { | |
const data = []; | |
for (let i = 0; i < iterations; i++) { | |
data.push(Math.round(hz(fn))) | |
}; | |
return { | |
min: Math.min(...data), | |
max: Math.max(...data), | |
average: data.reduce((partialSum, a) => partialSum + a, 0)/data.length, | |
stDev: getStandardDeviation(data), | |
} | |
} | |
// sumForLoop` is nearly 10 times faster | |
const statsReduce = getStats(sumReduce); | |
const statsForLoop = getStats(sumForLoop); | |
const response = { | |
statusCode: 200, | |
body: JSON.stringify({ | |
memory: process.env.AWS_LAMBDA_FUNCTION_MEMORY_SIZE, | |
statsReduce, | |
statsForLoop | |
}), | |
}; | |
return response; | |
}; |
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