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/**
* @license Apache-2.0
*
* Copyright (c) 2018 The Stdlib Authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "stdlib/ndarray/ctor.h"
#include "stdlib/ndarray/dtypes.h"
#include "stdlib/ndarray/index_modes.h"
#include "stdlib/ndarray/orders.h"
#include "stdlib/ndarray/base/bytes_per_element.h"
#include "stdlib/ndarray/base/dtype_char.h"
#include <stdlib.h>
#include <stdio.h>
#include <stdint.h>
#include <inttypes.h>
void print_ndarray_contents( const struct ndarray *x ) {
int64_t i;
double v;
int8_t s;
for ( i = 0; i < stdlib_ndarray_length( x ); i++ ) {
s = stdlib_ndarray_iget_float64( x, i, &v ); // WARNING: assumes `x->dtype` is float64
if ( s != 0 ) {
printf( "Unable to resolve data element.\n" );
exit( 1 );
}
printf( "data[%"PRId64"] = %f\n", i, v );
}
}
int main() {
// Manually create an ndarray (WARNING: this is for illustration purposes only, as the fields of an ndarray are subject to change; for ABI compatibility, use utility functions for accessing ndarray data)...
struct ndarray *x1 = malloc( sizeof( struct ndarray ) );
if ( x1 == NULL ) {
printf( "Error allocating memory.\n" );
exit( 1 );
}
// Specify the underlying data type:
enum STDLIB_NDARRAY_DTYPE dtype = STDLIB_NDARRAY_FLOAT64;
x1->dtype = dtype;
// Create an underlying byte array:
uint8_t buffer[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 };
x1->data = buffer;
// Explicitly specify the number of bytes per element:
x1->BYTES_PER_ELEMENT = STDLIB_NDARRAY_FLOAT64_BYTES_PER_ELEMENT;
// Specify the array shape:
int64_t shape[] = { 3 }; // vector consisting of 3 doubles
x1->shape = shape;
// Specify the array strides:
int64_t strides[] = { x1->BYTES_PER_ELEMENT };
x1->strides = strides;
// Specify the byte offset:
x1->offset = 0;
// Specify the array order (note: this does not matter for a 1-dimensional array):
enum STDLIB_NDARRAY_ORDER order = STDLIB_NDARRAY_ROW_MAJOR;
x1->order = order;
// Specify the index mode:
enum STDLIB_NDARRAY_INDEX_MODE imode = STDLIB_NDARRAY_INDEX_ERROR;
x1->imode = imode;
// Specify the subscript index modes:
int8_t submodes[] = { imode };
x1->submodes = submodes;
x1->nsubmodes = 1;
// Explicitly specify the number of array dimensions:
x1->ndims = 1; // vector
// Explicitly specify the number of array elements (doubles):
x1->length = x1->shape[ 0 ];
// Explicitly specify the number of bytes:
x1->byteLength = (x1->length) * (x1->BYTES_PER_ELEMENT);
// Explicitly set the array flags:
x1->flags = stdlib_ndarray_flags( x1 );
printf( "dtype = %d\n", stdlib_ndarray_dtype( x1 ) );
printf( "length = %"PRId64"\n", stdlib_ndarray_length( x1 ) );
printf( "byteLength = %"PRId64"\n", stdlib_ndarray_bytelength( x1 ) );
printf( "ltr = %u\n", stdlib_ndarray_dtype_char( stdlib_ndarray_dtype( x1 ) ) );
printf( "\n" );
// Use the function interface to create an ndarray (NOTE: for future ABI compatibility, using the following function interface should be preferred)...
struct ndarray *x2 = stdlib_ndarray_allocate( dtype, buffer, 1, shape, strides, 0, order, imode, 1, submodes );
if ( x2 == NULL ) {
printf( "Error allocating memory.\n" );
exit( 1 );
}
printf( "dtype = %d\n", stdlib_ndarray_dtype( x2 ) );
printf( "length = %"PRId64"\n", stdlib_ndarray_length( x2 ) );
printf( "byteLength = %"PRId64"\n", stdlib_ndarray_bytelength( x2 ) );
printf( "ltr = %u\n", stdlib_ndarray_dtype_char( stdlib_ndarray_dtype( x2 ) ) );
printf( "\n" );
// Set values in the underlying byte array using pointers:
int64_t sub[] = { 0 };
uint8_t *ptr = stdlib_ndarray_get_ptr( x2, sub );
if ( ptr == NULL ) {
printf( "Unable to resolve data pointer.\n" );
exit( 1 );
}
*(double *)ptr = 1.0; // cppcheck-suppress invalidPointerCast
sub[ 0 ] = 1;
ptr = stdlib_ndarray_get_ptr( x2, sub );
if ( ptr == NULL ) {
printf( "Unable to resolve data pointer.\n" );
exit( 1 );
}
*(double *)ptr = 2.0; // cppcheck-suppress invalidPointerCast
sub[ 0 ] = 2;
ptr = stdlib_ndarray_get_ptr( x2, sub );
if ( ptr == NULL ) {
printf( "Unable to resolve data pointer.\n" );
exit( 1 );
}
*(double *)ptr = 3.0; // cppcheck-suppress invalidPointerCast
// Print out the current ndarray elements:
print_ndarray_contents( x2 );
printf( "\n" );
// Set values in the underlying byte array using a "generic" function:
sub[ 0 ] = 0;
double v = 4.0;
int8_t status = stdlib_ndarray_set( x2, sub, (void *)&v );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
sub[ 0 ] = 1;
v = 5.0;
status = stdlib_ndarray_set( x2, sub, (void *)&v );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
sub[ 0 ] = 2;
v = 6.0;
status = stdlib_ndarray_set( x2, sub, (void *)&v );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
// Print out the current ndarray elements:
print_ndarray_contents( x2 );
printf( "\n" );
// Set values in the underlying byte array using a specialized function:
sub[ 0 ] = 0;
status = stdlib_ndarray_set_float64( x2, sub, 7.0 );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
sub[ 0 ] = 1;
status = stdlib_ndarray_set_float64( x2, sub, 8.0 );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
sub[ 0 ] = 2;
status = stdlib_ndarray_set_float64( x2, sub, 9.0 );
if ( status != 0 ) {
printf( "Unable to set data element.\n" );
exit( 1 );
}
// Print out the current ndarray elements:
print_ndarray_contents( x2 );
printf( "\n" );
// Free allocated memory:
stdlib_ndarray_free( x1 );
stdlib_ndarray_free( x2 );
}
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