THN Interview Prep

372. Super Pow

At a Glance

  • Topic: math-geometry
  • Pattern: Modular exponentiation (Divide & Conquer)
  • Difficulty: Medium
  • Companies: Amazon, Google, Facebook, ByteDance, Airbnb
  • Frequency: Low
  • LeetCode: 372

Problem (one-liner)

Compute base ** exponent mod 1337 where exponent is given as an array of decimal digits (most significant first), representing a large positive integer.

Recognition Cues

  • Huge exponent — cannot materialize as integer
  • "Super pow" / digit array exponent
  • Fixed modulus 1337

Diagram

At-a-glance flow (replace with problem-specific Mermaid as you refine this note). camelCase node IDs; no spaces in IDs.

Loading diagram…

Approaches

  • Brute force — impossible exponent range.
  • Optimal — recursive relation: pow(a, [b0..bk]) = pow(a, [b0..b_{k-1}])**10 * pow(a, bk) (mod m)O(len * log base) modular multiplies.

Optimal Solution

Go

package main

const modulus = 1337

func superPow(base int, exponent []int) int {
	if len(exponent) == 0 {
		return 1
	}
	lastDigit := exponent[len(exponent)-1]
	prefix := exponent[:len(exponent)-1]
	part := superPow(base, prefix)
	part = modPow(part, 10, modulus)
	part = part * modPow(base, lastDigit, modulus) % modulus
	return part
}

func modPow(base int, exponent int, mod int) int {
	result := 1
	base = base % mod
	for exponent > 0 {
		if exponent%2 == 1 {
			result = result * base % mod
		}
		base = base * base % mod
		exponent /= 2
	}
	return result
}

JavaScript

const MODULUS = 1337;

function superPow(base, exponent) {
	if (exponent.length === 0) {
		return 1;
	}
	const lastDigit = exponent[exponent.length - 1];
	const prefix = exponent.slice(0, -1);
	let part = superPow(base, prefix);
	part = modPow(part, 10, MODULUS);
	part = (part * modPow(base, lastDigit, MODULUS)) % MODULUS;
	return part;
}

function modPow(base, exponent, mod) {
	let result = 1;
	base = base % mod;
	while (exponent > 0) {
		if (exponent % 2 === 1) {
			result = (result * base) % mod;
		}
		base = (base * base) % mod;
		exponent = Math.floor(exponent / 2);
	}
	return result;
}

Walkthrough

Exponent digits [1, 2] means decimal 12. Decompose: a**12 = (a**1)**10 * a**2 (mod m) after processing prefix [1].

Invariant: each recursive call reduces digit-array length by one while preserving modular value.

Edge Cases

  • Exponent array [0] → returns 1 mod 1337
  • base larger than modulus — reduce inside modPow

Pitfalls

  • Forgetting to % mod after intermediate multiplications
  • Wrong order combining **10 and last-digit power

Similar Problems

Variants

  • Change modulus to prime and use Euler theorem (when coprime).
  • Exponent given in another base.

Mind-Map Tags

#modular-exponentiation #super-pow #digit-array #recurrence #math

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