#ifndef FMPZ_MAT_H
#define FMPZ_MAT_H
#ifdef FMPZ_MAT_INLINES_C
#define FMPZ_MAT_INLINE
#else
#define FMPZ_MAT_INLINE static inline
#endif
#include "fmpz_types.h"
#include "nmod_types.h"
#ifdef __cplusplus
extern "C" {
#endif
FMPZ_MAT_INLINE
fmpz * fmpz_mat_entry(const fmpz_mat_t mat, slong i, slong j)
{
return mat->entries + i * mat->stride + j;
}
FMPZ_MAT_INLINE
fmpz * fmpz_mat_row(const fmpz_mat_t mat, slong i)
{
return mat->entries + i * mat->stride;
}
FMPZ_MAT_INLINE
slong fmpz_mat_nrows(const fmpz_mat_t mat)
{
return mat->r;
}
FMPZ_MAT_INLINE
slong fmpz_mat_ncols(const fmpz_mat_t mat)
{
return mat->c;
}
void fmpz_mat_init(fmpz_mat_t mat, slong rows, slong cols);
void fmpz_mat_init_set(fmpz_mat_t mat, const fmpz_mat_t src);
void fmpz_mat_swap(fmpz_mat_t mat1, fmpz_mat_t mat2);
void fmpz_mat_swap_entrywise(fmpz_mat_t mat1, fmpz_mat_t mat2);
void fmpz_mat_swap_cols(fmpz_mat_t mat, slong * perm, slong r, slong s);
void fmpz_mat_set(fmpz_mat_t mat1, const fmpz_mat_t mat2);
void fmpz_mat_clear(fmpz_mat_t mat);
int fmpz_mat_equal(const fmpz_mat_t mat1, const fmpz_mat_t mat2);
int fmpz_mat_is_zero(const fmpz_mat_t mat);
int fmpz_mat_is_one(const fmpz_mat_t mat);
int fmpz_mat_is_zero_row(const fmpz_mat_t mat, slong i);
int fmpz_mat_equal_col(fmpz_mat_t M, slong m, slong n);
int fmpz_mat_equal_row(fmpz_mat_t M, slong m, slong n);
FMPZ_MAT_INLINE
int fmpz_mat_is_empty(const fmpz_mat_t mat)
{
return (mat->r == 0) || (mat->c == 0);
}
FMPZ_MAT_INLINE
int fmpz_mat_is_square(const fmpz_mat_t mat)
{
return (mat->r == mat->c);
}
void fmpz_mat_zero(fmpz_mat_t mat);
void fmpz_mat_one(fmpz_mat_t mat);
FMPZ_MAT_INLINE void
fmpz_mat_window_init(fmpz_mat_t window, const fmpz_mat_t mat, slong r1,
slong c1, slong r2, slong c2)
{
FLINT_ASSERT(r1 >= 0 && r1 <= r2 && r2 <= mat->r);
FLINT_ASSERT(c2 >= 0 && c1 <= c2 && c2 <= mat->c);
window->entries = fmpz_mat_entry(mat, r1, c1);
window->r = r2 - r1;
window->c = c2 - c1;
window->stride = mat->stride;
}
FMPZ_MAT_INLINE void
fmpz_mat_window_clear(fmpz_mat_t FLINT_UNUSED(window))
{
}
void _fmpz_mat_window_readonly_init_strip_initial_zero_rows(fmpz_mat_t A, const fmpz_mat_t B);
#define _fmpz_mat_window_readonly_clear(A)
void fmpz_mat_concat_horizontal(fmpz_mat_t res, const fmpz_mat_t mat1, const fmpz_mat_t mat2);
void fmpz_mat_concat_vertical(fmpz_mat_t res, const fmpz_mat_t mat1, const fmpz_mat_t mat2);
#ifdef FLINT_HAVE_FILE
int fmpz_mat_fprint(FILE * file, const fmpz_mat_t mat);
int fmpz_mat_fprint_pretty(FILE * file, const fmpz_mat_t mat);
int fmpz_mat_fread(FILE* file, fmpz_mat_t mat);
#endif
int fmpz_mat_print(const fmpz_mat_t mat);
int fmpz_mat_print_pretty(const fmpz_mat_t mat);
int fmpz_mat_read(fmpz_mat_t mat);
void fmpz_mat_randbits(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits);
void fmpz_mat_randtest(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits);
void fmpz_mat_randtest_unsigned(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits);
void fmpz_mat_randintrel(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits);
void fmpz_mat_randsimdioph(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits, flint_bitcnt_t bits2);
void fmpz_mat_randntrulike(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits, ulong q);
void fmpz_mat_randntrulike2(fmpz_mat_t mat, flint_rand_t state, flint_bitcnt_t bits, ulong q);
void fmpz_mat_randajtai(fmpz_mat_t mat, flint_rand_t state, double alpha);
void fmpz_mat_randrank(fmpz_mat_t mat, flint_rand_t state, slong rank, flint_bitcnt_t bits);
void fmpz_mat_randdet(fmpz_mat_t mat, flint_rand_t state, const fmpz_t det);
void fmpz_mat_randops(fmpz_mat_t mat, flint_rand_t state, slong count);
int fmpz_mat_randpermdiag(fmpz_mat_t mat, flint_rand_t state, const fmpz * diag, slong n);
slong fmpz_mat_max_bits(const fmpz_mat_t mat);
void fmpz_mat_transpose(fmpz_mat_t B, const fmpz_mat_t A);
void fmpz_mat_add(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_sub(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_neg(fmpz_mat_t B, const fmpz_mat_t A);
void fmpz_mat_scalar_mul_fmpz(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t c);
void fmpz_mat_scalar_mul_si(fmpz_mat_t B, const fmpz_mat_t A, slong c);
void fmpz_mat_scalar_mul_ui(fmpz_mat_t B, const fmpz_mat_t A, ulong c);
void fmpz_mat_scalar_addmul_fmpz(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t c);
void fmpz_mat_scalar_addmul_si(fmpz_mat_t B, const fmpz_mat_t A, slong c);
void fmpz_mat_scalar_addmul_ui(fmpz_mat_t B, const fmpz_mat_t A, ulong c);
void fmpz_mat_scalar_submul_fmpz(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t c);
void fmpz_mat_scalar_submul_si(fmpz_mat_t B, const fmpz_mat_t A, slong c);
void fmpz_mat_scalar_submul_ui(fmpz_mat_t B, const fmpz_mat_t A, ulong c);
void fmpz_mat_scalar_addmul_nmod_mat_fmpz(fmpz_mat_t B, const nmod_mat_t A, const fmpz_t c);
void fmpz_mat_scalar_addmul_nmod_mat_ui(fmpz_mat_t B, const nmod_mat_t A, ulong c);
void fmpz_mat_scalar_divexact_fmpz(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t c);
void fmpz_mat_scalar_divexact_si(fmpz_mat_t B, const fmpz_mat_t A, slong c);
void fmpz_mat_scalar_divexact_ui(fmpz_mat_t B, const fmpz_mat_t A, ulong c);
void fmpz_mat_scalar_mul_2exp(fmpz_mat_t B, const fmpz_mat_t A, ulong exp);
void fmpz_mat_scalar_tdiv_q_2exp(fmpz_mat_t B, const fmpz_mat_t A, ulong exp);
void fmpz_mat_scalar_smod(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t P);
void fmpz_mat_scalar_mod_fmpz(fmpz_mat_t B, const fmpz_mat_t A, const fmpz_t m);
void fmpz_mat_mul(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_mul_classical(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_mul_waksman(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_mul_strassen(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_fft(fmpz_mat_t C, const fmpz_mat_t A, slong abits, const fmpz_mat_t B, slong bbits, int sign);
void fmpz_mat_mul_fft(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_multi_mod(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B, int sign, flint_bitcnt_t Cbits);
void fmpz_mat_mul_multi_mod(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
int _fmpz_mat_mul_blas(
fmpz_mat_t C,
const fmpz_mat_t A, flint_bitcnt_t Abits,
const fmpz_mat_t B, flint_bitcnt_t Bbits,
int sign, flint_bitcnt_t Cbits);
int fmpz_mat_mul_blas(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_small_1(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_small_2a(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_small_2b(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_small_internal(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B, flint_bitcnt_t Cbits);
void _fmpz_mat_mul_double_word_internal(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B, int sign, flint_bitcnt_t bits);
void _fmpz_mat_mul_small(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void _fmpz_mat_mul_double_word(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_sqr_bodrato(fmpz_mat_t B, const fmpz_mat_t A);
void fmpz_mat_sqr(fmpz_mat_t B, const fmpz_mat_t A);
void fmpz_mat_pow(fmpz_mat_t B, const fmpz_mat_t A, ulong exp);
void fmpz_mat_mul_fmpz_vec(fmpz * c, const fmpz_mat_t A, const fmpz * b, slong blen);
void fmpz_mat_mul_fmpz_vec_ptr(fmpz * const * c, const fmpz_mat_t A, const fmpz * const * b, slong blen);
void fmpz_mat_fmpz_vec_mul(fmpz * c, const fmpz * a, slong alen, const fmpz_mat_t B);
void fmpz_mat_fmpz_vec_mul_ptr(fmpz * const * c, const fmpz * const * a, slong alen, const fmpz_mat_t B);
void fmpz_mat_kronecker_product(fmpz_mat_t C, const fmpz_mat_t A, const fmpz_mat_t B);
void fmpz_mat_content(fmpz_t ret, const fmpz_mat_t A);
void fmpz_mat_swap_rows(fmpz_mat_t mat, slong * perm, slong r, slong s);
void fmpz_mat_invert_rows(fmpz_mat_t mat, slong * perm);
void fmpz_mat_invert_cols(fmpz_mat_t mat, slong * perm);
slong fmpz_mat_find_pivot_any(const fmpz_mat_t mat, slong start_row, slong end_row, slong c);
slong fmpz_mat_find_pivot_smallest(const fmpz_mat_t mat, slong start_row, slong end_row, slong c);
slong fmpz_mat_fflu(fmpz_mat_t B, fmpz_t den, slong * perm, const fmpz_mat_t A, int rank_check);
slong fmpz_mat_rank_small_inplace(fmpz_mat_t B);
slong fmpz_mat_rref(fmpz_mat_t B, fmpz_t den, const fmpz_mat_t A);
slong fmpz_mat_rref_fflu(fmpz_mat_t B, fmpz_t den, const fmpz_mat_t A);
slong fmpz_mat_rref_mul(fmpz_mat_t B, fmpz_t den, const fmpz_mat_t A);
int fmpz_mat_is_in_rref_with_rank(const fmpz_mat_t A, const fmpz_t den, slong rank);
slong fmpz_mat_howell_form_mod(fmpz_mat_t A, const fmpz_t mod);
void fmpz_mat_strong_echelon_form_mod(fmpz_mat_t A, const fmpz_t mod);
void fmpz_mat_trace(fmpz_t trace, const fmpz_mat_t mat);
void fmpz_mat_det_bareiss(fmpz_t det, const fmpz_mat_t A);
void fmpz_mat_det_cofactor(fmpz_t det, const fmpz_mat_t A);
void fmpz_mat_det_modular(fmpz_t det, const fmpz_mat_t A, int proved);
void fmpz_mat_det_modular_accelerated(fmpz_t det, const fmpz_mat_t A, int proved);
void fmpz_mat_det_modular_given_divisor(fmpz_t det, const fmpz_mat_t A, const fmpz_t d, int proved);
void fmpz_mat_det(fmpz_t det, const fmpz_mat_t A);
void fmpz_mat_det_bound(fmpz_t bound, const fmpz_mat_t A);
void fmpz_mat_det_bound_nonzero(fmpz_t bound, const fmpz_mat_t A);
void fmpz_mat_det_divisor(fmpz_t d, const fmpz_mat_t A);
int fmpz_mat_permanent(fmpz_t res, const fmpz_mat_t A);
void fmpz_mat_similarity(fmpz_mat_t A, slong r, fmpz_t d);
void _fmpz_mat_charpoly_berkowitz(fmpz * rop, const fmpz_mat_t op);
void fmpz_mat_charpoly_berkowitz(fmpz_poly_t cp, const fmpz_mat_t mat);
void _fmpz_mat_charpoly_modular(fmpz * rop, const fmpz_mat_t op);
void fmpz_mat_charpoly_modular(fmpz_poly_t cp, const fmpz_mat_t mat);
FMPZ_MAT_INLINE
void _fmpz_mat_charpoly(fmpz * cp, const fmpz_mat_t mat)
{
_fmpz_mat_charpoly_modular(cp, mat);
}
FMPZ_MAT_INLINE
void fmpz_mat_charpoly(fmpz_poly_t cp, const fmpz_mat_t mat)
{
if (mat->r != mat->c)
{
flint_throw(FLINT_ERROR, "Exception (nmod_mat_charpoly). Non-square matrix.\n");
}
fmpz_mat_charpoly_modular(cp, mat);
}
slong _fmpz_mat_minpoly_modular(fmpz * rop, const fmpz_mat_t op);
void fmpz_mat_minpoly_modular(fmpz_poly_t cp, const fmpz_mat_t mat);
FMPZ_MAT_INLINE
slong _fmpz_mat_minpoly(fmpz * cp, const fmpz_mat_t mat)
{
return _fmpz_mat_minpoly_modular(cp, mat);
}
FMPZ_MAT_INLINE
void fmpz_mat_minpoly(fmpz_poly_t cp, const fmpz_mat_t mat)
{
if (mat->r != mat->c)
{
flint_throw(FLINT_ERROR, "Exception (fmpz_mat_minpoly). Non-square matrix.\n");
}
fmpz_mat_minpoly_modular(cp, mat);
}
slong fmpz_mat_rank(const fmpz_mat_t A);
void fmpz_mat_solve_bound(fmpz_t N, fmpz_t D, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_solve_cramer(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_solve_fflu_precomp(fmpz_mat_t X, const slong * perm, const fmpz_mat_t FFLU, const fmpz_mat_t B);
int fmpz_mat_solve_fflu(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_solve(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
ulong
fmpz_mat_find_good_prime_and_invert(nmod_mat_t Ainv,
const fmpz_mat_t A, const fmpz_t det_bound);
ulong * fmpz_mat_dixon_get_crt_primes(slong * num_primes, const fmpz_mat_t A, ulong p);
void _fmpz_mat_solve_dixon(
fmpz_mat_t X, fmpz_t mod,
const fmpz_mat_t A, const fmpz_mat_t B, const nmod_mat_t Ainv,
ulong p, const fmpz_t N, const fmpz_t D);
void _fmpz_mat_solve_dixon_den(
fmpz_mat_t X, fmpz_t den,
const fmpz_mat_t A, const fmpz_mat_t B, const nmod_mat_t Ainv,
ulong p, const fmpz_t N, const fmpz_t D);
int fmpz_mat_solve_dixon(fmpz_mat_t X, fmpz_t mod, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_solve_dixon_den(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_solve_multi_mod_den(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_can_solve_multi_mod_den(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_can_solve_fflu(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
int fmpz_mat_can_solve(fmpz_mat_t X, fmpz_t den, const fmpz_mat_t A, const fmpz_mat_t B);
slong fmpz_mat_nullspace(fmpz_mat_t res, const fmpz_mat_t mat);
int fmpz_mat_inv(fmpz_mat_t B, fmpz_t den, const fmpz_mat_t A);
void fmpz_mat_set_nmod_mat(fmpz_mat_t A, const nmod_mat_t Amod);
void fmpz_mat_set_nmod_mat_unsigned(fmpz_mat_t A, const nmod_mat_t Amod);
void fmpz_mat_get_nmod_mat(nmod_mat_t Amod, const fmpz_mat_t A);
void fmpz_mat_CRT_ui(fmpz_mat_t res, const fmpz_mat_t mat1, const fmpz_t m1, const nmod_mat_t mat2, int sign);
#ifdef FMPZ_H
void fmpz_mat_multi_mod_ui_precomp(nmod_mat_t * residues, slong nres, const fmpz_mat_t mat, const fmpz_comb_t comb, fmpz_comb_temp_t temp);
void fmpz_mat_multi_CRT_ui_precomp(fmpz_mat_t mat, nmod_mat_t * const residues, slong nres, const fmpz_comb_t comb, fmpz_comb_temp_t temp, int sign);
#endif
void fmpz_mat_multi_mod_ui(nmod_mat_t * residues, slong nres, const fmpz_mat_t mat);
void fmpz_mat_multi_CRT_ui(fmpz_mat_t mat, nmod_mat_t * const residues, slong nres, int sign);
void fmpz_mat_hnf(fmpz_mat_t H, const fmpz_mat_t A);
void fmpz_mat_hnf_transform(fmpz_mat_t H, fmpz_mat_t U, const fmpz_mat_t A);
void fmpz_mat_hnf_classical(fmpz_mat_t H, const fmpz_mat_t A);
void fmpz_mat_hnf_xgcd(fmpz_mat_t H, const fmpz_mat_t A);
void fmpz_mat_hnf_minors(fmpz_mat_t H, const fmpz_mat_t A);
void fmpz_mat_hnf_minors_transform(fmpz_mat_t H, fmpz_mat_t U, const fmpz_mat_t A);
void fmpz_mat_hnf_modular(fmpz_mat_t H, const fmpz_mat_t A, const fmpz_t D);
void fmpz_mat_hnf_modular_eldiv(fmpz_mat_t A, const fmpz_t D);
void fmpz_mat_hnf_pernet_stein(fmpz_mat_t H, const fmpz_mat_t A, flint_rand_t state);
int fmpz_mat_is_in_hnf(const fmpz_mat_t A);
void fmpz_mat_snf(fmpz_mat_t S, const fmpz_mat_t A);
void fmpz_mat_snf_diagonal(fmpz_mat_t S, const fmpz_mat_t A);
void fmpz_mat_snf_kannan_bachem(fmpz_mat_t S, const fmpz_mat_t A);
void fmpz_mat_snf_iliopoulos(fmpz_mat_t S, const fmpz_mat_t A, const fmpz_t mod);
int fmpz_mat_is_in_snf(const fmpz_mat_t A);
int fmpz_mat_is_diagonal(const fmpz_mat_t A);
slong _fmpz_mat_snf_iter_bound(const fmpz_mat_t A);
void fmpz_mat_snf_transform(fmpz_mat_t S, fmpz_mat_t U, fmpz_mat_t V, const fmpz_mat_t A);
slong fmpz_mat_elementary_divisors(fmpz * ed, const fmpz_mat_t A);
int fmpz_mat_is_hadamard(const fmpz_mat_t A);
int fmpz_mat_hadamard(fmpz_mat_t A);
void fmpz_mat_gram(fmpz_mat_t B, const fmpz_mat_t A);
int fmpz_mat_is_spd(const fmpz_mat_t A);
#if defined(D_MAT_H)
int fmpz_mat_get_d_mat(d_mat_t B, const fmpz_mat_t A);
int fmpz_mat_get_d_mat_transpose(d_mat_t B, const fmpz_mat_t A);
#endif
#if defined(D_MAT_H)
void fmpz_mat_chol_d(d_mat_t R, const fmpz_mat_t A);
#endif
int fmpz_mat_is_reduced(const fmpz_mat_t A, double delta, double eta);
int fmpz_mat_is_reduced_gram(const fmpz_mat_t A, double delta, double eta);
int fmpz_mat_is_reduced_with_removal(const fmpz_mat_t A,
double delta, double eta, const fmpz_t gs_B, int newd);
int fmpz_mat_is_reduced_gram_with_removal(const fmpz_mat_t A,
double delta, double eta, const fmpz_t gs_B, int newd);
void fmpz_mat_lll_original(fmpz_mat_t A, const fmpq_t delta, const fmpq_t eta);
void fmpz_mat_lll_storjohann(fmpz_mat_t A, const fmpq_t delta, const fmpq_t eta);
int fmpz_mat_col_partition(slong * part, fmpz_mat_t M, int short_circuit);
int fmpz_mat_next_col_van_hoeij(fmpz_mat_t M, fmpz_t P, fmpz_mat_t col, slong exp, slong U_exp);
#ifdef __cplusplus
}
#endif
#endif