/**
 * Key derivation and PRNG for watermark embedding
 *
 * Uses a simple but effective approach: derive deterministic
 * pseudo-random sequences from a secret key using a seeded PRNG.
 * For browser compatibility, we use a pure-JS implementation.
 */

/**
 * Simple hash function (djb2 variant) for string to 32-bit seed
 */
function hashString(str: string): number {
  let hash = 5381;
  for (let i = 0; i < str.length; i++) {
    hash = ((hash << 5) + hash + str.charCodeAt(i)) | 0;
  }
  return hash >>> 0;
}

/**
 * Mix two 32-bit values (MurmurHash3 finalizer)
 */
function mix(h: number): number {
  h = ((h >>> 16) ^ h) * 0x45d9f3b | 0;
  h = ((h >>> 16) ^ h) * 0x45d9f3b | 0;
  h = (h >>> 16) ^ h;
  return h >>> 0;
}

/**
 * Seeded PRNG (xorshift128)
 * Produces deterministic sequences from a seed
 */
export class SeededPRNG {
  private s0: number;
  private s1: number;
  private s2: number;
  private s3: number;

  constructor(seed: number) {
    // Initialize state from seed using splitmix32
    this.s0 = seed | 0;
    this.s1 = mix(seed + 1);
    this.s2 = mix(seed + 2);
    this.s3 = mix(seed + 3);

    // Warm up
    for (let i = 0; i < 20; i++) this.next();
  }

  /** Get next random 32-bit unsigned integer */
  next(): number {
    let t = this.s3;
    const s = this.s0;
    this.s3 = this.s2;
    this.s2 = this.s1;
    this.s1 = s;
    t ^= t << 11;
    t ^= t >>> 8;
    this.s0 = t ^ s ^ (s >>> 19);
    return this.s0 >>> 0;
  }

  /** Get random float in [0, 1) */
  nextFloat(): number {
    return this.next() / 0x100000000;
  }

  /** Get random float in [min, max) */
  nextRange(min: number, max: number): number {
    return min + this.nextFloat() * (max - min);
  }

  /** Get random integer in [0, max) */
  nextInt(max: number): number {
    return (this.next() % max) >>> 0;
  }
}

/**
 * Derive a seed from key + purpose string
 */
export function deriveSeed(key: string, purpose: string): number {
  const combined = key + ':' + purpose;
  return mix(hashString(combined));
}

/**
 * Generate dither values for DM-QIM embedding
 * Returns array of dither values in [-delta/2, +delta/2]
 */
export function generateDithers(key: string, count: number, delta: number): Float64Array {
  const prng = new SeededPRNG(deriveSeed(key, 'dither'));
  const dithers = new Float64Array(count);
  for (let i = 0; i < count; i++) {
    dithers[i] = prng.nextRange(-delta / 2, delta / 2);
  }
  return dithers;
}

/**
 * Generate a permutation (Fisher-Yates) for bit interleaving
 */
export function generatePermutation(key: string, length: number): Uint32Array {
  const prng = new SeededPRNG(deriveSeed(key, 'permutation'));
  const perm = new Uint32Array(length);
  for (let i = 0; i < length; i++) perm[i] = i;

  for (let i = length - 1; i > 0; i--) {
    const j = prng.nextInt(i + 1);
    const tmp = perm[i];
    perm[i] = perm[j];
    perm[j] = tmp;
  }

  return perm;
}

/**
 * Generate inverse permutation
 */
export function generateInversePermutation(key: string, length: number): Uint32Array {
  const perm = generatePermutation(key, length);
  const inv = new Uint32Array(length);
  for (let i = 0; i < length; i++) {
    inv[perm[i]] = i;
  }
  return inv;
}