/*
* call-seq:
* narray.view => narray
*
* Return view of NArray
*/
VALUE
na_make_view(VALUE self)
{
int i, nd;
size_t j;
size_t *idx1, *idx2;
ssize_t stride;
narray_t *na;
narray_view_t *na1, *na2;
volatile VALUE view;
GetNArray(self,na);
nd = na->ndim;
view = na_s_allocate_view(CLASS_OF(self));
na_copy_flags(self, view);
GetNArrayView(view, na2);
na_setup_shape((narray_t*)na2, nd, na->shape);
na2->stridx = ALLOC_N(stridx_t,nd);
switch(na->type) {
case NARRAY_DATA_T:
case NARRAY_FILEMAP_T:
stride = na_get_elmsz(self);
for (i=nd; i--;) {
SDX_SET_STRIDE(na2->stridx[i],stride);
stride *= na->shape[i];
}
na2->offset = 0;
na2->data = self;
break;
case NARRAY_VIEW_T:
GetNArrayView(self, na1);
for (i=0; i<nd; i++) {
if (SDX_IS_INDEX(na1->stridx[i])) {
idx1 = SDX_GET_INDEX(na1->stridx[i]);
idx2 = ALLOC_N(size_t,na1->base.shape[i]);
for (j=0; j<na1->base.shape[i]; j++) {
idx2[j] = idx1[j];
}
SDX_SET_INDEX(na2->stridx[i],idx2);
} else {
na2->stridx[i] = na1->stridx[i];
}
}
na2->offset = na1->offset;
na2->data = na1->data;
break;
}
return view;
}
static void
na_index_aref_nadata(narray_data_t *na1, narray_view_t *na2,
na_index_arg_t *q, ssize_t elmsz, int ndim, int keep_dim)
{
int i, j;
ssize_t size, k, total=1;
ssize_t stride1;
ssize_t *strides_na1;
size_t *index;
ssize_t beg, step;
VALUE m;
strides_na1 = ALLOCA_N(ssize_t, na1->base.ndim);
na_get_strides_nadata(na1, strides_na1, elmsz);
for (i=j=0; i<ndim; i++) {
stride1 = strides_na1[q[i].orig_dim];
// numeric index -- trim dimension
if (!keep_dim && q[i].n==1 && q[i].step==0) {
beg = q[i].beg;
na2->offset += stride1 * beg;
continue;
}
na2->base.shape[j] = size = q[i].n;
if (q[i].reduce != 0) {
m = rb_funcall(INT2FIX(1),id_shift_left,1,INT2FIX(j));
na2->base.reduce = rb_funcall(m,'|',1,na2->base.reduce);
}
// array index
if (q[i].idx != NULL) {
index = q[i].idx;
SDX_SET_INDEX(na2->stridx[j],index);
q[i].idx = NULL;
for (k=0; k<size; k++) {
index[k] = index[k] * stride1;
}
} else {
beg = q[i].beg;
step = q[i].step;
na2->offset += stride1*beg;
SDX_SET_STRIDE(na2->stridx[j], stride1*step);
}
j++;
total *= size;
}
na2->base.size = total;
}
/*
* call-seq:
* narray.expand_dims(dim) => narray view
*
* Expand the shape of an array. Insert a new axis with size=1
* at a given dimension.
* @param [Integer] dim dimension at which new axis is inserted.
* @return [Numo::NArray] result narray view.
*/
VALUE
na_expand_dims(VALUE self, VALUE vdim)
{
int i, j, nd, dim;
size_t *shape, *na_shape;
stridx_t *stridx, *na_stridx;
narray_t *na;
narray_view_t *na2;
VALUE view;
GetNArray(self,na);
nd = na->ndim;
dim = NUM2INT(vdim);
if (dim < -nd-1 || dim > nd) {
rb_raise(nary_eDimensionError,"invalid axis (%d for %dD NArray)",
dim,nd);
}
if (dim < 0) {
dim += nd+1;
}
view = na_make_view(self);
GetNArrayView(view, na2);
shape = ALLOC_N(size_t,nd+1);
stridx = ALLOC_N(stridx_t,nd+1);
na_shape = na2->base.shape;
na_stridx = na2->stridx;
for (i=j=0; i<=nd; i++) {
if (i==dim) {
shape[i] = 1;
SDX_SET_STRIDE(stridx[i],0);
} else {
shape[i] = na_shape[j];
stridx[i] = na_stridx[j];
j++;
}
}
na2->stridx = stridx;
xfree(na_stridx);
na2->base.shape = shape;
xfree(na_shape);
na2->base.ndim++;
return view;
}
VALUE
na_make_view_struct(VALUE self, VALUE dtype, VALUE offset)
{
size_t i, n;
int j, k, ndim;
size_t *shape;
size_t *idx1, *idx2;
ssize_t stride;
stridx_t *stridx;
narray_t *na, *nt;
narray_view_t *na1, *na2;
VALUE klass;
volatile VALUE view;
GetNArray(self,na);
// build from Numo::Struct
if (rb_obj_is_kind_of(dtype,cNArray)) {
GetNArray(dtype,nt);
ndim = na->ndim + nt->ndim;
shape = ALLOCA_N(size_t,ndim);
// struct dimensions
for (j=0; j<na->ndim; j++) {
shape[j] = na->shape[j];
}
// member dimension
for (j=na->ndim,k=0; j<ndim; j++,k++) {
shape[j] = nt->shape[k];
}
klass = CLASS_OF(dtype);
stridx = ALLOC_N(stridx_t, ndim);
stride = na_dtype_elmsz(klass);
for (j=ndim,k=nt->ndim; k; ) {
SDX_SET_STRIDE(stridx[--j],stride);
stride *= nt->shape[--k];
}
} else {
ndim = na->ndim;
shape = ALLOCA_N(size_t,ndim);
for (j=0; j<ndim; j++) {
shape[j] = na->shape[j];
}
klass = CLASS_OF(self);
if (TYPE(dtype)==T_CLASS) {
if (RTEST(rb_class_inherited_p(dtype,cNArray))) {
klass = dtype;
}
}
stridx = ALLOC_N(stridx_t, ndim);
}
view = na_s_allocate_view(klass);
na_copy_flags(self, view);
GetNArrayView(view, na2);
na_setup_shape((narray_t*)na2, ndim, shape);
na2->stridx = stridx;
switch(na->type) {
case NARRAY_DATA_T:
case NARRAY_FILEMAP_T:
stride = na_get_elmsz(self);
for (j=na->ndim; j--;) {
SDX_SET_STRIDE(na2->stridx[j], stride);
stride *= na->shape[j];
}
na2->offset = 0;
na2->data = self;
break;
case NARRAY_VIEW_T:
GetNArrayView(self, na1);
for (j=na1->base.ndim; j--; ) {
if (SDX_IS_INDEX(na1->stridx[j])) {
n = na1->base.shape[j];
idx1 = SDX_GET_INDEX(na1->stridx[j]);
idx2 = ALLOC_N(size_t, na1->base.shape[j]);
for (i=0; i<n; i++) {
idx2[i] = idx1[i];
}
SDX_SET_INDEX(na2->stridx[j],idx2);
} else {
na2->stridx[j] = na1->stridx[j];
}
}
na2->offset = na1->offset;
na2->data = na1->data;
break;
}
if (RTEST(offset)) {
na2->offset += NUM2SIZET(offset);
}
return view;
}
static VALUE
nstruct_add_type(VALUE type, int argc, VALUE *argv, VALUE nst)
{
VALUE ofs, size;
ID id;
int i;
VALUE name=Qnil;
size_t *shape=NULL;
int ndim=0;
ssize_t stride;
narray_view_t *nt;
int j;
for (i=0; i<argc; i++) {
switch(TYPE(argv[i])) {
case T_STRING:
case T_SYMBOL:
if (NIL_P(name)) {
name = argv[i];
break;
}
rb_raise(rb_eArgError,"multiple name in struct definition");
case T_ARRAY:
if (shape) {
rb_raise(rb_eArgError,"multiple shape in struct definition");
}
ndim = RARRAY_LEN(argv[i]);
if (ndim > NA_MAX_DIMENSION) {
rb_raise(rb_eArgError,"too large number of dimensions");
}
if (ndim == 0) {
rb_raise(rb_eArgError,"array is empty");
}
shape = ALLOCA_N(size_t, ndim);
na_array_to_internal_shape(Qnil, argv[i], shape);
break;
}
}
id = rb_to_id(name);
name = ID2SYM(id);
if (rb_obj_is_kind_of(type,cNArray)) {
narray_t *na;
GetNArray(type,na);
type = CLASS_OF(type);
ndim = na->ndim;
shape = na->shape;
}
type = rb_narray_view_new(type,ndim,shape);
GetNArrayView(type,nt);
nt->stridx = ALLOC_N(stridx_t,ndim);
stride = na_dtype_elmsz(CLASS_OF(type));
for (j=ndim; j--; ) {
SDX_SET_STRIDE(nt->stridx[j], stride);
stride *= shape[j];
}
ofs = rb_iv_get(nst, "__offset__");
nt->offset = NUM2SIZET(ofs);
size = rb_funcall(type, rb_intern("byte_size"), 0);
rb_iv_set(nst, "__offset__", rb_funcall(ofs,'+',1,size));
rb_ary_push(rb_iv_get(nst,"__members__"),
rb_ary_new3(4,name,type,ofs,size)); // <- field definition
return Qnil;
}
/*
* call-seq:
* narray.reverse([dim0,dim1,..]) => narray
*
* Return reversed view along specified dimeinsion
*/
VALUE
nary_reverse(int argc, VALUE *argv, VALUE self)
{
int i, nd;
size_t j, n;
size_t offset;
size_t *idx1, *idx2;
ssize_t stride;
ssize_t sign;
narray_t *na;
narray_view_t *na1, *na2;
VALUE view;
VALUE reduce;
reduce = na_reduce_dimension(argc, argv, 1, &self);
GetNArray(self,na);
nd = na->ndim;
view = na_s_allocate_view(CLASS_OF(self));
na_copy_flags(self, view);
GetNArrayView(view, na2);
na_setup_shape((narray_t*)na2, nd, na->shape);
na2->stridx = ALLOC_N(stridx_t,nd);
switch(na->type) {
case NARRAY_DATA_T:
case NARRAY_FILEMAP_T:
stride = na_get_elmsz(self);
offset = 0;
for (i=nd; i--;) {
if (na_test_reduce(reduce,i)) {
offset += (na->shape[i]-1)*stride;
sign = -1;
} else {
sign = 1;
}
SDX_SET_STRIDE(na2->stridx[i],stride*sign);
stride *= na->shape[i];
}
na2->offset = offset;
na2->data = self;
break;
case NARRAY_VIEW_T:
GetNArrayView(self, na1);
offset = na1->offset;
for (i=0; i<nd; i++) {
n = na1->base.shape[i];
if (SDX_IS_INDEX(na1->stridx[i])) {
idx1 = SDX_GET_INDEX(na1->stridx[i]);
idx2 = ALLOC_N(size_t,n);
if (na_test_reduce(reduce,i)) {
for (j=0; j<n; j++) {
idx2[n-1-j] = idx1[j];
}
} else {
for (j=0; j<n; j++) {
idx2[j] = idx1[j];
}
}
SDX_SET_INDEX(na2->stridx[i],idx2);
} else {
stride = SDX_GET_STRIDE(na1->stridx[i]);
if (na_test_reduce(reduce,i)) {
offset += (n-1)*stride;
SDX_SET_STRIDE(na2->stridx[i],-stride);
} else {
na2->stridx[i] = na1->stridx[i];
}
}
}
na2->offset = offset;
na2->data = na1->data;
break;
}
return view;
}
static void
na_index_aref_naview(narray_view_t *na1, narray_view_t *na2,
na_index_arg_t *q, ssize_t elmsz, int ndim, int keep_dim)
{
int i, j;
ssize_t total=1;
for (i=j=0; i<ndim; i++) {
stridx_t sdx1 = na1->stridx[q[i].orig_dim];
ssize_t size;
// numeric index -- trim dimension
if (!keep_dim && q[i].n==1 && q[i].step==0) {
if (SDX_IS_INDEX(sdx1)) {
na2->offset += SDX_GET_INDEX(sdx1)[q[i].beg];
} else {
na2->offset += SDX_GET_STRIDE(sdx1)*q[i].beg;
}
continue;
}
na2->base.shape[j] = size = q[i].n;
if (q[i].reduce != 0) {
VALUE m = rb_funcall(INT2FIX(1),id_shift_left,1,INT2FIX(j));
na2->base.reduce = rb_funcall(m,'|',1,na2->base.reduce);
}
if (q[i].orig_dim >= na1->base.ndim) {
// new dimension
SDX_SET_STRIDE(na2->stridx[j], elmsz);
}
else if (q[i].idx != NULL && SDX_IS_INDEX(sdx1)) {
// index <- index
int k;
size_t *index = q[i].idx;
SDX_SET_INDEX(na2->stridx[j], index);
q[i].idx = NULL;
for (k=0; k<size; k++) {
index[k] = SDX_GET_INDEX(sdx1)[index[k]];
}
}
else if (q[i].idx != NULL && SDX_IS_STRIDE(sdx1)) {
// index <- step
ssize_t stride1 = SDX_GET_STRIDE(sdx1);
size_t *index = q[i].idx;
SDX_SET_INDEX(na2->stridx[j],index);
q[i].idx = NULL;
if (stride1<0) {
size_t last;
int k;
stride1 = -stride1;
last = na1->base.shape[q[i].orig_dim] - 1;
if (na2->offset < last * stride1) {
rb_raise(rb_eStandardError,"bug: negative offset");
}
na2->offset -= last * stride1;
for (k=0; k<size; k++) {
index[k] = (last - index[k]) * stride1;
}
} else {
int k;
for (k=0; k<size; k++) {
index[k] = index[k] * stride1;
}
}
}
else if (q[i].idx == NULL && SDX_IS_INDEX(sdx1)) {
// step <- index
int k;
size_t beg = q[i].beg;
ssize_t step = q[i].step;
size_t *index = ALLOC_N(size_t, size);
SDX_SET_INDEX(na2->stridx[j],index);
for (k=0; k<size; k++) {
index[k] = SDX_GET_INDEX(sdx1)[beg+step*k];
}
}
else if (q[i].idx == NULL && SDX_IS_STRIDE(sdx1)) {
// step <- step
size_t beg = q[i].beg;
ssize_t step = q[i].step;
ssize_t stride1 = SDX_GET_STRIDE(sdx1);
na2->offset += stride1*beg;
SDX_SET_STRIDE(na2->stridx[j], stride1*step);
}
j++;
total *= size;
}
na2->base.size = total;
}