From fbab07334667d136bded40569cc2839eb1a1623f Mon Sep 17 00:00:00 2001 From: gururaj1512 Date: Mon, 7 Apr 2025 19:51:32 +0000 Subject: [PATCH 1/8] feat: add C ndarray interface and refactor implementation for `stats/base/dmean` --- .../@stdlib/stats/base/dmean/README.md | 148 +++++++++++++++--- .../stats/base/dmean/benchmark/benchmark.js | 18 +-- .../base/dmean/benchmark/benchmark.native.js | 14 +- .../base/dmean/benchmark/benchmark.ndarray.js | 18 +-- .../benchmark/benchmark.ndarray.native.js | 14 +- .../@stdlib/stats/base/dmean/docs/repl.txt | 32 ++-- .../stats/base/dmean/docs/types/index.d.ts | 12 +- .../stats/base/dmean/examples/c/example.c | 9 +- .../dmean/include/stdlib/stats/base/dmean.h | 9 +- .../@stdlib/stats/base/dmean/lib/dmean.js | 9 +- .../stats/base/dmean/lib/dmean.native.js | 9 +- .../@stdlib/stats/base/dmean/lib/index.js | 6 +- .../@stdlib/stats/base/dmean/lib/ndarray.js | 12 +- .../stats/base/dmean/lib/ndarray.native.js | 20 +-- .../@stdlib/stats/base/dmean/manifest.json | 41 +++-- .../@stdlib/stats/base/dmean/src/addon.c | 25 ++- .../@stdlib/stats/base/dmean/src/dmean.c | 33 ---- .../@stdlib/stats/base/dmean/src/main.c | 46 ++++++ .../stats/base/dmean/test/test.dmean.js | 13 +- .../base/dmean/test/test.dmean.native.js | 13 +- .../stats/base/dmean/test/test.ndarray.js | 13 +- .../base/dmean/test/test.ndarray.native.js | 13 +- 22 files changed, 316 insertions(+), 211 deletions(-) delete mode 100644 lib/node_modules/@stdlib/stats/base/dmean/src/dmean.c create mode 100644 lib/node_modules/@stdlib/stats/base/dmean/src/main.c diff --git a/lib/node_modules/@stdlib/stats/base/dmean/README.md b/lib/node_modules/@stdlib/stats/base/dmean/README.md index 6e5fb8530608..c01b67f93c89 100644 --- a/lib/node_modules/@stdlib/stats/base/dmean/README.md +++ b/lib/node_modules/@stdlib/stats/base/dmean/README.md @@ -51,7 +51,7 @@ The [arithmetic mean][arithmetic-mean] is defined as var dmean = require( '@stdlib/stats/base/dmean' ); ``` -#### dmean( N, x, stride ) +#### dmean( N, x, strideX ) Computes the [arithmetic mean][arithmetic-mean] of a double-precision floating-point strided array `x`. @@ -59,9 +59,8 @@ Computes the [arithmetic mean][arithmetic-mean] of a double-precision floating-p var Float64Array = require( '@stdlib/array/float64' ); var x = new Float64Array( [ 1.0, -2.0, 2.0 ] ); -var N = x.length; -var v = dmean( N, x, 1 ); +var v = dmean( x.length, x, 1 ); // returns ~0.3333 ``` @@ -69,18 +68,16 @@ The function has the following parameters: - **N**: number of indexed elements. - **x**: input [`Float64Array`][@stdlib/array/float64]. -- **stride**: index increment for `x`. +- **strideX**: stride length for `x`. -The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to compute the [arithmetic mean][arithmetic-mean] of every other element in `x`, +The `N` and stride parameters determine which elements in the strided array are accessed at runtime. For example, to compute the [arithmetic mean][arithmetic-mean] of every other element in `x`, ```javascript var Float64Array = require( '@stdlib/array/float64' ); -var floor = require( '@stdlib/math/base/special/floor' ); var x = new Float64Array( [ 1.0, 2.0, 2.0, -7.0, -2.0, 3.0, 4.0, 2.0 ] ); -var N = floor( x.length / 2 ); -var v = dmean( N, x, 2 ); +var v = dmean( 4, x, 2 ); // returns 1.25 ``` @@ -90,18 +87,15 @@ Note that indexing is relative to the first index. To introduce an offset, use [ ```javascript var Float64Array = require( '@stdlib/array/float64' ); -var floor = require( '@stdlib/math/base/special/floor' ); var x0 = new Float64Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] ); var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element -var N = floor( x0.length / 2 ); - -var v = dmean( N, x1, 2 ); +var v = dmean( 4, x1, 2 ); // returns 1.25 ``` -#### dmean.ndarray( N, x, stride, offset ) +#### dmean.ndarray( N, x, strideX, offsetX ) Computes the [arithmetic mean][arithmetic-mean] of a double-precision floating-point strided array using alternative indexing semantics. @@ -109,26 +103,23 @@ Computes the [arithmetic mean][arithmetic-mean] of a double-precision floating-p var Float64Array = require( '@stdlib/array/float64' ); var x = new Float64Array( [ 1.0, -2.0, 2.0 ] ); -var N = x.length; -var v = dmean.ndarray( N, x, 1, 0 ); +var v = dmean.ndarray( x.length, x, 1, 0 ); // returns ~0.33333 ``` The function has the following additional parameters: -- **offset**: starting index for `x`. +- **offsetX**: starting index for `x`. -While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offset` parameter supports indexing semantics based on a starting index. For example, to calculate the [arithmetic mean][arithmetic-mean] for every other value in `x` starting from the second value +While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offset` parameter supports indexing semantics based on a starting index. For example, to calculate the [arithmetic mean][arithmetic-mean] for every other element in `x` starting from the second element ```javascript var Float64Array = require( '@stdlib/array/float64' ); -var floor = require( '@stdlib/math/base/special/floor' ); var x = new Float64Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] ); -var N = floor( x.length / 2 ); -var v = dmean.ndarray( N, x, 2, 1 ); +var v = dmean.ndarray( 4, x, 2, 1 ); // returns 1.25 ``` @@ -175,6 +166,123 @@ console.log( v ); + + +* * * + +
+ +## C APIs + + + +
+ +
+ + + + + +
+ +### Usage + +```c +#include "stdlib/stats/base/dmean.h" +``` + +#### stdlib_strided_dmean( N, \*X, strideX ) + +Calculate the [arithmetic mean][arithmetic-mean] of a double-precision floating-point strided array. + +```c +const double x[] = { 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 }; + +double v = stdlib_strided_dmean( 4, x, 2 ); +// returns 4.0 +``` + +The function accepts the following arguments: + +- **N**: `[in] CBLAS_INT` number of indexed elements. +- **X**: `[in] double*` input array. +- **strideX**: `[in] CBLAS_INT` stride length for `X`. + +```c +double stdlib_strided_dmean( const CBLAS_INT N, const double *X, const CBLAS_INT strideX ); +``` + +#### stdlib_strided_dmean_ndarray( N, \*X, strideX, offsetX ) + +Computes the [arithmetic mean][arithmetic-mean] of a double-precision floating-point strided array using alternative indexing semantics. + +```c +const double x[] = { 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 }; + +double v = stdlib_strided_dmean_ndarray( 4, x, 2, 0 ); +// returns 4.0 +``` + +The function accepts the following arguments: + +- **N**: `[in] CBLAS_INT` number of indexed elements. +- **X**: `[in] double*` input array. +- **strideX**: `[in] CBLAS_INT` stride length for `X`. +- **offsetX**: `[in] CBLAS_INT` starting index for `X`. + +```c +double stdlib_strided_dmean_ndarray( const CBLAS_INT N, const double *X, const CBLAS_INT strideX, const CBLAS_INT offsetX ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/base/dmean.h" +#include + +int main( void ) { + // Create a strided array: + const double x[] = { 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 }; + + // Specify the number of elements: + const int N = 4; + + // Specify the stride length: + const int strideX = 2; + + // Compute the arithmetic mean: + double v = stdlib_strided_dmean( N, x, strideX ); + + // Print the result: + printf( "mean: %lf\n", v ); +} +``` + +
+ + + +
+ + +