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index.ts
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const delay = 0; //ms -> higher the delay, the more the difference between memoized and non-memoized
const tries = 1000; // -> higher the tries, higher the memoization odds;
const randomizer = 10; // -> higher the randomizer, lesser the memoization odds;
const displayFirstAndLastResults = 10; // -> (tries / 2) to display every result;
if (
delay < 0 ||
tries <= 0 ||
randomizer <= 0 ||
displayFirstAndLastResults < 0
) {
throw new Error("All values must be positive");
}
const processFn = (a: number, b: number): number => {
return a * b * Math.pow(1234, 10);
};
// Simulates an Http request
const delayedFn = (ms: number, a: number, b: number): Promise<number> => {
return new Promise((resolve) => {
setTimeout(() => {
resolve(processFn(a, b));
}, ms);
});
};
const memo = (
fn: (ms: number, a: number, b: number) => Promise<number>
): ((ms: number, a: number, b: number) => Promise<number>) => {
const cache = new Map<string, number>();
return async (ms: number, a: number, b: number): Promise<number> => {
const key = `${a}-${b}`;
if (cache.has(key)) {
return cache.get(key) as number;
}
const result = await fn(ms, a, b);
cache.set(key, result);
return result;
};
};
async function noMemoBenchmark() {
let time = 0;
for (let i = 0; i < tries; i++) {
const t1 = performance.now();
await delayedFn(
delay,
Math.round(Math.random() * randomizer),
Math.round(Math.random() * randomizer)
);
const t2 = performance.now();
time += t2 - t1;
if (
i < displayFirstAndLastResults ||
i >= tries - displayFirstAndLastResults
) {
console.log(`[NO-MEMO] Time for call ${i + 1}: ${t2 - t1} milliseconds.`);
}
}
console.log(
`\n--------------------------------------------------------\n [NO-MEMO] SUMMARY: \n--------------------------------------------------------\n`
);
console.table({
"Average time": time / tries,
"Total time": time,
});
console.log(`\n--------------------------------------------------------\n`);
}
async function memoBenchmark() {
let time = 0;
const memoizedFn = memo(delayedFn);
for (let i = 0; i < tries; i++) {
const t1 = performance.now();
await memoizedFn(
delay,
Math.round(Math.random() * randomizer),
Math.round(Math.random() * randomizer)
);
const t2 = performance.now();
time += t2 - t1;
if (
i < displayFirstAndLastResults ||
i >= tries - displayFirstAndLastResults
) {
console.log(`[MEMO] Time for call ${i + 1}: ${t2 - t1} milliseconds.`);
}
}
console.log(
`\n--------------------------------------------------------\n [MEMO] SUMMARY: \n--------------------------------------------------------\n`
);
console.table({
"Average time": time / tries,
"Total time": time,
});
console.log(`\n--------------------------------------------------------\n`);
}
const benchmark = async () => {
await noMemoBenchmark();
await memoBenchmark();
};
benchmark();