From 686f9a9cb2ea884ec76e346711701580e577e14d Mon Sep 17 00:00:00 2001 From: Ujjwal Verma Date: Mon, 31 Aug 2026 15:44:33 +0530 Subject: [PATCH] feat(stats/base/ndarray/dnanmskmax): implement native C addon for computing masked max ignoring NaN --- .../stats/base/ndarray/dnanmskmax/README.md | 167 ++++++++++++ .../ndarray/dnanmskmax/benchmark/benchmark.js | 2 +- .../dnanmskmax/benchmark/benchmark.native.js | 116 +++++++++ .../ndarray/dnanmskmax/benchmark/c/Makefile | 146 +++++++++++ .../dnanmskmax/benchmark/c/benchmark.length.c | 197 ++++++++++++++ .../stats/base/ndarray/dnanmskmax/binding.gyp | 170 ++++++++++++ .../ndarray/dnanmskmax/examples/c/Makefile | 146 +++++++++++ .../ndarray/dnanmskmax/examples/c/example.c | 84 ++++++ .../base/ndarray/dnanmskmax/include.gypi | 53 ++++ .../stdlib/stats/base/ndarray/dnanmskmax.h | 40 +++ .../base/ndarray/dnanmskmax/lib/index.js | 16 +- .../base/ndarray/dnanmskmax/lib/native.js | 63 +++++ .../base/ndarray/dnanmskmax/manifest.json | 110 ++++++++ .../base/ndarray/dnanmskmax/package.json | 4 + .../base/ndarray/dnanmskmax/src/Makefile | 70 +++++ .../stats/base/ndarray/dnanmskmax/src/addon.c | 65 +++++ .../stats/base/ndarray/dnanmskmax/src/main.c | 41 +++ .../base/ndarray/dnanmskmax/test/test.js | 211 ++------------- .../base/ndarray/dnanmskmax/test/test.main.js | 232 +++++++++++++++++ .../ndarray/dnanmskmax/test/test.native.js | 241 ++++++++++++++++++ 20 files changed, 1989 insertions(+), 185 deletions(-) create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/benchmark/benchmark.native.js create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/benchmark/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/benchmark/c/benchmark.length.c create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/binding.gyp create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/examples/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/examples/c/example.c create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/include.gypi create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/include/stdlib/stats/base/ndarray/dnanmskmax.h create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/lib/native.js create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/manifest.json create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/src/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/src/addon.c create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/src/main.c create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/test/test.main.js create mode 100644 lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/test/test.native.js diff --git a/lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/README.md b/lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/README.md index 4649a23b9951..6b535b65ed82 100644 --- a/lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/README.md +++ b/lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/README.md @@ -118,6 +118,173 @@ console.log( v ); + + +* * * + +
+ +## C APIs + + + +
+ +
+ + + + + +
+ +### Usage + +```c +#include "stdlib/stats/base/ndarray/dnanmskmax.h" +``` + +#### stdlib_stats_dnanmskmax( arrays ) + +Computes the maximum value of a one-dimensional double-precision floating-point ndarray according to a mask, ignoring `NaN` values. + +```c +#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 + +// Create an ndarray: +const double data[] = { 1.0, -2.0, 0.0/0.0, 2.0 }; +int64_t shape[] = { 4 }; +int64_t strides[] = { STDLIB_NDARRAY_FLOAT64_BYTES_PER_ELEMENT }; +int8_t submodes[] = { STDLIB_NDARRAY_INDEX_ERROR }; + +struct ndarray *x = stdlib_ndarray_allocate( STDLIB_NDARRAY_FLOAT64, (uint8_t *)data, 1, shape, strides, 0, STDLIB_NDARRAY_ROW_MAJOR, STDLIB_NDARRAY_INDEX_ERROR, 1, submodes ); + +// Create a mask ndarray: +const uint8_t mdata[] = { 0, 0, 0, 0 }; +int64_t mstrides[] = { STDLIB_NDARRAY_UINT8_BYTES_PER_ELEMENT }; + +struct ndarray *mask = stdlib_ndarray_allocate( STDLIB_NDARRAY_UINT8, mdata, 1, shape, mstrides, 0, STDLIB_NDARRAY_ROW_MAJOR, STDLIB_NDARRAY_INDEX_ERROR, 1, submodes ); + +// Compute the maximum value: +const struct ndarray *arrays[] = { x, mask }; +double v = stdlib_stats_dnanmskmax( arrays ); +// returns 2.0 + +// Free allocated memory: +stdlib_ndarray_free( x ); +stdlib_ndarray_free( mask ); +``` + +The function accepts the following arguments: + +- **arrays**: `[in] struct ndarray**` list containing the following ndarrays: + + - `[in] struct ndarray*` a one-dimensional input ndarray. + - `[in] struct ndarray*` a one-dimensional mask ndarray. + +```c +double stdlib_stats_dnanmskmax( const struct ndarray *arrays[] ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/base/ndarray/dnanmskmax.h" +#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 +#include +#include + +int main( void ) { + // Create a data buffer: + const double data[] = { 1.0, -2.0, 3.0, -4.0, 5.0, 0.0/0.0, 7.0, -8.0 }; + + // Specify the number of array dimensions: + const int64_t ndims = 1; + + // Specify the array shape: + int64_t shape[] = { 4 }; + + // Specify the array strides: + int64_t strides[] = { 2*STDLIB_NDARRAY_FLOAT64_BYTES_PER_ELEMENT }; + + // Specify the byte offset: + const int64_t offset = 0; + + // Specify the array order: + const enum STDLIB_NDARRAY_ORDER order = STDLIB_NDARRAY_ROW_MAJOR; + + // Specify the index mode: + const enum STDLIB_NDARRAY_INDEX_MODE imode = STDLIB_NDARRAY_INDEX_ERROR; + + // Specify the subscript index modes: + int8_t submodes[] = { STDLIB_NDARRAY_INDEX_ERROR }; + const int64_t nsubmodes = 1; + + // Create an ndarray: + struct ndarray *x = stdlib_ndarray_allocate( STDLIB_NDARRAY_FLOAT64, (uint8_t *)data, ndims, shape, strides, offset, order, imode, nsubmodes, submodes ); + if ( x == NULL ) { + fprintf( stderr, "Error allocating memory.\n" ); + exit( 1 ); + } + + // Create a mask ndarray: + const uint8_t mdata[] = { 0, 0, 1, 0 }; + int64_t mstrides[] = { STDLIB_NDARRAY_UINT8_BYTES_PER_ELEMENT }; + struct ndarray *mask = stdlib_ndarray_allocate( STDLIB_NDARRAY_UINT8, mdata, ndims, shape, mstrides, offset, order, imode, nsubmodes, submodes ); + if ( mask == NULL ) { + fprintf( stderr, "Error allocating memory.\n" ); + exit( 1 ); + } + + // Define a list of ndarrays: + const struct ndarray *arrays[] = { x, mask }; + + // Compute the maximum value: + double v = stdlib_stats_dnanmskmax( arrays ); + + // Print the result: + printf( "max: %lf\n", v ); + + // Free allocated memory: + stdlib_ndarray_free( x ); + stdlib_ndarray_free( mask ); +} +``` + +
+ + + +
+ + +