/* Cauchy Mersenne 2^31-1 Prime Field Erasure Coding Copyright 2026 Ahmet Inan */ #pragma once #include "mersenne_31.hh" namespace CODE { struct CauchyMersenneErasureCoding { typedef Mersenne31 M31; M31 row_num, row_den; // $a_{ij} = \frac{1}{x_i + y_j}$ M31 cauchy_matrix(int i, int j) { M31 row(i), col(j); return rcp(row + col); } // $b_{ij} = \frac{\prod_{k=1}^{n}{(x_j + y_k)(x_k + y_i)}}{(x_j + y_i)\prod_{k \ne j}^{n}{(x_j - x_k)}\prod_{k \ne i}^{n}{(y_i - y_k)}}$ M31 inverse_cauchy_matrix(const int *rows, int i, int j, int n) { #if 0 M31 row_j(rows[j]), col_i(i); M31 prod_xy(1), prod_x(1), prod_y(1); for (int k = 0; k < n; k++) { M31 row_k(rows[k]), col_k(k); prod_xy *= (row_j + col_k) * (row_k + col_i); if (k != j) prod_x *= (row_j - row_k); if (k != i) prod_y *= (col_i - col_k); } return prod_xy / ((row_j + col_i) * prod_x * prod_y); #else M31 row_j(rows[j]), col_i(i); if (j == 0) { M31 num(1), den(1); for (int k = 0; k < n; k++) { M31 row_k(rows[k]), col_k(k); num *= row_k + col_i; if (k != i) den *= col_i - col_k; } row_num = num; row_den = den; } M31 num(row_num), den(row_den); for (int k = 0; k < n; k++) { M31 row_k(rows[k]), col_k(k); num *= row_j + col_k; if (k != j) den *= row_j - row_k; } return num / ((row_j + col_i) * den); #endif } void mac(M31 *c, const M31 *a, M31 b, int len, bool init) { if (init) { for (int i = 0; i < len; i++) c[i] = b * a[i]; } else { for (int i = 0; i < len; i++) c[i] += b * a[i]; } } void encode(const M31 *data, M31 *block, int block_id, int block_len, int block_cnt) { assert(block_id >= block_cnt && block_id < int(M31::P) / 2); for (int k = 0; k < block_cnt; k++) { M31 a_ik = cauchy_matrix(block_id, k); mac(block, data + block_len * k, a_ik, block_len, !k); } } void decode(M31 *data, const M31 *blocks, const int *block_ids, int block_idx, int block_len, int block_cnt) { for (int k = 0; k < block_cnt; k++) { M31 b_ik = inverse_cauchy_matrix(block_ids, block_idx, k, block_cnt); mac(data, blocks + block_len * k, b_ik, block_len, !k); } } }; }