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3179. Find the N-th Value After K Seconds 👍

  • Time: $O(n + k)$
  • Space: $O(n + k)$
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class Solution {
 public:
  int valueAfterKSeconds(int n, int k) {
    const auto [fact, invFact] = getFactAndInvFact(n + k - 1);
    return nCk(n + k - 1, n - 1, fact, invFact);
  }

 private:
  static constexpr int kMod = 1'000'000'007;

  pair<vector<long>, vector<long>> getFactAndInvFact(int n) {
    vector<long> fact(n + 1);
    vector<long> invFact(n + 1);
    vector<long> inv(n + 1);
    fact[0] = invFact[0] = 1;
    inv[0] = inv[1] = 1;
    for (int i = 1; i <= n; ++i) {
      if (i >= 2)
        inv[i] = kMod - kMod / i * inv[kMod % i] % kMod;
      fact[i] = fact[i - 1] * i % kMod;
      invFact[i] = invFact[i - 1] * inv[i] % kMod;
    }
    return {fact, invFact};
  }

  int nCk(int n, int k, const vector<long>& fact, const vector<long>& invFact) {
    return fact[n] * invFact[k] % kMod * invFact[n - k] % kMod;
  }
};

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class Solution {
  public int valueAfterKSeconds(int n, int k) {
    final long[][] factAndInvFact = getFactAndInvFact(n + k - 1);
    final long[] fact = factAndInvFact[0];
    final long[] invFact = factAndInvFact[1];
    return nCk(n + k - 1, n - 1, fact, invFact);
  }

  private static final int kMod = 1_000_000_007;

  private long[][] getFactAndInvFact(int n) {
    long[] fact = new long[n + 1];
    long[] invFact = new long[n + 1];
    long[] inv = new long[n + 1];
    fact[0] = invFact[0] = 1;
    inv[0] = inv[1] = 1;
    for (int i = 1; i <= n; ++i) {
      if (i >= 2)
        inv[i] = kMod - kMod / i * inv[kMod % i] % kMod;
      fact[i] = fact[i - 1] * i % kMod;
      invFact[i] = invFact[i - 1] * inv[i] % kMod;
    }
    return new long[][] {fact, invFact};
  }

  private int nCk(int n, int k, long[] fact, long[] invFact) {
    return (int) (fact[n] * invFact[k] % kMod * invFact[n - k] % kMod);
  }
}

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class Solution:
  def valueAfterKSeconds(self, n: int, k: int) -> int:
    return math.comb(n + k - 1, n - 1) % 1_000_000_007