diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/README.md b/lib/node_modules/@stdlib/stats/strided/smskmidrange/README.md new file mode 100644 index 000000000000..3d546cba540c --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/README.md @@ -0,0 +1,328 @@ + + +# smskmidrange + +> Calculate the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. + +
+ +The [**mid-range**][mid-range], or **mid-extreme**, is the arithmetic mean of the maximum and minimum values in a data set. The measure is the midpoint of the range and a measure of central tendency. + +
+ + + +
+ +## Usage + +```javascript +var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); +``` + +#### smskmidrange( N, x, strideX, mask, strideMask ) + +Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. + +```javascript +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); + +var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + +var v = smskmidrange( x.length, x, 1, mask, 1 ); +// returns 0.0 +``` + +The function has the following parameters: + +- **N**: number of indexed elements. +- **x**: input [`Float32Array`][@stdlib/array/float32]. +- **strideX**: stride length for `x`. +- **mask**: mask [`Uint8Array`][@stdlib/array/uint8]. If a `mask` array element is `0`, the corresponding element in `x` is considered valid and **included** in computation. If a `mask` array element is `1`, the corresponding element in `x` is considered invalid/missing and **excluded** from computation. +- **strideMask**: stride length for `mask`. + +The `N` and stride parameters determine which elements in the strided arrays are accessed at runtime. For example, to compute the [mid-range][mid-range] of every other element in `x`, + +```javascript +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); + +var x = new Float32Array( [ 1.0, 2.0, -7.0, -2.0, 4.0, 3.0, 5.0, 6.0 ] ); +var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); + +var v = smskmidrange( 4, x, 2, mask, 2 ); +// returns -1.5 +``` + +Note that indexing is relative to the first index. To introduce offsets, use [`typed array`][mdn-typed-array] views. + + + +```javascript +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); + +var x0 = new Float32Array( [ 2.0, 1.0, -2.0, -2.0, 3.0, 4.0, 5.0, 6.0 ] ); +var x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + +var mask0 = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); +var mask1 = new Uint8Array( mask0.buffer, mask0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + +var v = smskmidrange( 4, x1, 2, mask1, 2 ); +// returns 1.0 +``` + +#### smskmidrange.ndarray( N, x, strideX, offsetX, mask, strideMask, offsetMask ) + +Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. + +```javascript +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); + +var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + +var v = smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); +// returns 0.0 +``` + +The function has the following additional parameters: + +- **offsetX**: starting index for `x`. +- **offsetMask**: starting index for `mask`. + +While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, the offset parameters support indexing semantics based on starting indices. For example, to calculate the [mid-range][mid-range] for every other element in `x` starting from the second element + +```javascript +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); + +var x = new Float32Array( [ 2.0, 1.0, -2.0, -2.0, 3.0, 4.0, 5.0, 6.0 ] ); +var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 1, 1 ] ); + +var v = smskmidrange.ndarray( 4, x, 2, 1, mask, 2, 1 ); +// returns 1.0 +``` + +
+ + + +
+ +## Notes + +- If `N <= 0`, both functions return `NaN`. + +
+ + + +
+ +## Examples + + + +```javascript +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); + +var x = uniform( 10, -50.0, 50.0, { + 'dtype': 'float32' +}); +console.log( x ); + +var mask = bernoulli( x.length, 0.2, { + 'dtype': 'uint8' +}); +console.log( mask ); + +var v = smskmidrange( x.length, x, 1, mask, 1 ); +console.log( v ); +``` + +
+ + + + + +* * * + +
+ +## C APIs + + + +
+ +
+ + + + + +
+ +### Usage + +```c +#include "stdlib/stats/strided/smskmidrange.h" +``` + +#### stdlib_strided_smskmidrange( N, \*X, strideX, \*Mask, strideMask ) + +Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask. + +```c +#include + +const float x[] = { 1.0f, -2.0f, 2.0f }; +const uint8_t mask[] = { 0, 1, 0 }; + +float v = stdlib_strided_smskmidrange( 3, x, 1, mask, 1 ); +// returns 1.5f +``` + +The function accepts the following arguments: + +- **N**: `[in] CBLAS_INT` number of indexed elements. +- **X**: `[in] float*` input array. +- **strideX**: `[in] CBLAS_INT` stride length for `X`. +- **Mask**: `[in] uint8_t*` mask array. If a `Mask` array element is `0`, the corresponding element in `X` is considered valid and included in computation. If a `Mask` array element is `1`, the corresponding element in `X` is considered invalid/missing and excluded from computation. +- **strideMask**: `[in] CBLAS_INT` stride length for `Mask`. + +```c +float stdlib_strided_smskmidrange( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const uint8_t *Mask, const CBLAS_INT strideMask ); +``` + + + +#### stdlib_strided_smskmidrange_ndarray( N, \*X, strideX, offsetX, \*Mask, strideMask, offsetMask ) + +Computes the [mid-range][mid-range] of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. + +```c +#include + +const float x[] = { 1.0f, -2.0f, 2.0f }; +const uint8_t mask[] = { 0, 1, 0 }; + +float v = stdlib_strided_smskmidrange_ndarray( 3, x, 1, 0, mask, 1, 0 ); +// returns 1.5f +``` + +The function accepts the following arguments: + +- **N**: `[in] CBLAS_INT` number of indexed elements. +- **X**: `[in] float*` input array. +- **strideX**: `[in] CBLAS_INT` stride length for `X`. +- **offsetX**: `[in] CBLAS_INT` starting index for `X`. +- **Mask**: `[in] uint8_t*` mask array. If a `Mask` array element is `0`, the corresponding element in `X` is considered valid and included in computation. If a `Mask` array element is `1`, the corresponding element in `X` is considered invalid/missing and excluded from computation. +- **strideMask**: `[in] CBLAS_INT` stride length for `Mask`. +- **offsetMask**: `[in] CBLAS_INT` starting index for `Mask`. + +```c +float stdlib_strided_smskmidrange_ndarray( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, const uint8_t *Mask, const CBLAS_INT strideMask, const CBLAS_INT offsetMask ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/strided/smskmidrange.h" +#include +#include + +int main( void ) { + // Create a strided array: + const float x[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }; + + // Create a mask array: + const uint8_t mask[] = { 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 }; + + // Specify the number of elements: + const int N = 5; + + // Specify the stride lengths: + const int strideX = 2; + const int strideMask = 2; + + // Compute the mid-range: + float v = stdlib_strided_smskmidrange( N, x, strideX, mask, strideMask ); + + // Print the result: + printf( "mid-range: %f\n", v ); +} +``` + +
+ + + +
+ + + + + + + + + + + + + + diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.js new file mode 100644 index 000000000000..b9169a964d99 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.js @@ -0,0 +1,102 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var bench = require( '@stdlib/bench' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var pow = require( '@stdlib/math/base/special/pow' ); +var format = require( '@stdlib/string/format' ); +var pkg = require( './../package.json' ).name; +var smskmidrange = require( './../lib/smskmidrange.js' ); + + +// VARIABLES // + +var uniformOptions = { + 'dtype': 'float32' +}; +var bernoulliOptions = { + 'dtype': 'uint8' +}; + + +// FUNCTIONS // + +/** +* Creates a benchmark function. +* +* @private +* @param {PositiveInteger} len - array length +* @returns {Function} benchmark function +*/ +function createBenchmark( len ) { + var mask = bernoulli( len, 0.2, bernoulliOptions ); + var x = uniform( len, -10.0, 10.0, uniformOptions ); + return benchmark; + + function benchmark( b ) { + var v; + var i; + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + v = smskmidrange( x.length, x, 1, mask, 1 ); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + } + b.toc(); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + b.pass( 'benchmark finished' ); + b.end(); + } +} + + +// MAIN // + +/** +* Main execution sequence. +* +* @private +*/ +function main() { + var len; + var min; + var max; + var f; + var i; + + min = 1; // 10^min + max = 6; // 10^max + + for ( i = min; i <= max; i++ ) { + len = pow( 10, i ); + f = createBenchmark( len ); + bench( format( '%s:len=%d', pkg, len ), f ); + } +} + +main(); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.native.js new file mode 100644 index 000000000000..6264fb82ab43 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.native.js @@ -0,0 +1,107 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var bench = require( '@stdlib/bench' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var pow = require( '@stdlib/math/base/special/pow' ); +var tryRequire = require( '@stdlib/utils/try-require' ); +var format = require( '@stdlib/string/format' ); +var pkg = require( './../package.json' ).name; + + +// VARIABLES // + +var smskmidrange = tryRequire( resolve( __dirname, './../lib/smskmidrange.native.js' ) ); +var opts = { + 'skip': ( smskmidrange instanceof Error ) +}; +var uniformOptions = { + 'dtype': 'float32' +}; +var bernoulliOptions = { + 'dtype': 'uint8' +}; + + +// FUNCTIONS // + +/** +* Creates a benchmark function. +* +* @private +* @param {PositiveInteger} len - array length +* @returns {Function} benchmark function +*/ +function createBenchmark( len ) { + var mask = bernoulli( len, 0.2, bernoulliOptions ); + var x = uniform( len, -10.0, 10.0, uniformOptions ); + return benchmark; + + function benchmark( b ) { + var v; + var i; + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + v = smskmidrange( x.length, x, 1, mask, 1 ); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + } + b.toc(); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + b.pass( 'benchmark finished' ); + b.end(); + } +} + + +// MAIN // + +/** +* Main execution sequence. +* +* @private +*/ +function main() { + var len; + var min; + var max; + var f; + var i; + + min = 1; // 10^min + max = 6; // 10^max + + for ( i = min; i <= max; i++ ) { + len = pow( 10, i ); + f = createBenchmark( len ); + bench( format( '%s::native:len=%d', pkg, len ), opts, f ); + } +} + +main(); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.js new file mode 100644 index 000000000000..12c49f7670d1 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.js @@ -0,0 +1,102 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var bench = require( '@stdlib/bench' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var pow = require( '@stdlib/math/base/special/pow' ); +var format = require( '@stdlib/string/format' ); +var pkg = require( './../package.json' ).name; +var smskmidrange = require( './../lib/ndarray.js' ); + + +// VARIABLES // + +var uniformOptions = { + 'dtype': 'float32' +}; +var bernoulliOptions = { + 'dtype': 'uint8' +}; + + +// FUNCTIONS // + +/** +* Creates a benchmark function. +* +* @private +* @param {PositiveInteger} len - array length +* @returns {Function} benchmark function +*/ +function createBenchmark( len ) { + var mask = bernoulli( len, 0.2, bernoulliOptions ); + var x = uniform( len, -10.0, 10.0, uniformOptions ); + return benchmark; + + function benchmark( b ) { + var v; + var i; + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + } + b.toc(); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + b.pass( 'benchmark finished' ); + b.end(); + } +} + + +// MAIN // + +/** +* Main execution sequence. +* +* @private +*/ +function main() { + var len; + var min; + var max; + var f; + var i; + + min = 1; // 10^min + max = 6; // 10^max + + for ( i = min; i <= max; i++ ) { + len = pow( 10, i ); + f = createBenchmark( len ); + bench( format( '%s:ndarray:len=%d', pkg, len ), f ); + } +} + +main(); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.native.js new file mode 100644 index 000000000000..94ee0afb779c --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/benchmark.ndarray.native.js @@ -0,0 +1,107 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var bench = require( '@stdlib/bench' ); +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var pow = require( '@stdlib/math/base/special/pow' ); +var tryRequire = require( '@stdlib/utils/try-require' ); +var format = require( '@stdlib/string/format' ); +var pkg = require( './../package.json' ).name; + + +// VARIABLES // + +var smskmidrange = tryRequire( resolve( __dirname, './../lib/ndarray.native.js' ) ); +var opts = { + 'skip': ( smskmidrange instanceof Error ) +}; +var uniformOptions = { + 'dtype': 'float32' +}; +var bernoulliOptions = { + 'dtype': 'uint8' +}; + + +// FUNCTIONS // + +/** +* Creates a benchmark function. +* +* @private +* @param {PositiveInteger} len - array length +* @returns {Function} benchmark function +*/ +function createBenchmark( len ) { + var mask = bernoulli( len, 0.2, bernoulliOptions ); + var x = uniform( len, -10.0, 10.0, uniformOptions ); + return benchmark; + + function benchmark( b ) { + var v; + var i; + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + } + b.toc(); + if ( isnanf( v ) ) { + b.fail( 'should not return NaN' ); + } + b.pass( 'benchmark finished' ); + b.end(); + } +} + + +// MAIN // + +/** +* Main execution sequence. +* +* @private +*/ +function main() { + var len; + var min; + var max; + var f; + var i; + + min = 1; // 10^min + max = 6; // 10^max + + for ( i = min; i <= max; i++ ) { + len = pow( 10, i ); + f = createBenchmark( len ); + bench( format( '%s::native:ndarray:len=%d', pkg, len ), opts, f ); + } +} + +main(); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/Makefile new file mode 100644 index 000000000000..0756dc7da20a --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/Makefile @@ -0,0 +1,146 @@ +#/ +# @license Apache-2.0 +# +# Copyright (c) 2026 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. +#/ + +# VARIABLES # + +ifndef VERBOSE + QUIET := @ +else + QUIET := +endif + +# Determine the OS ([1][1], [2][2]). +# +# [1]: https://en.wikipedia.org/wiki/Uname#Examples +# [2]: http://stackoverflow.com/a/27776822/2225624 +OS ?= $(shell uname) +ifneq (, $(findstring MINGW,$(OS))) + OS := WINNT +else +ifneq (, $(findstring MSYS,$(OS))) + OS := WINNT +else +ifneq (, $(findstring CYGWIN,$(OS))) + OS := WINNT +else +ifneq (, $(findstring Windows_NT,$(OS))) + OS := WINNT +endif +endif +endif +endif + +# Define the program used for compiling C source files: +ifdef C_COMPILER + CC := $(C_COMPILER) +else + CC := gcc +endif + +# Define the command-line options when compiling C files: +CFLAGS ?= \ + -std=c99 \ + -O3 \ + -Wall \ + -pedantic + +# Determine whether to generate position independent code ([1][1], [2][2]). +# +# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options +# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option +ifeq ($(OS), WINNT) + fPIC ?= +else + fPIC ?= -fPIC +endif + +# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`): +INCLUDE ?= + +# List of source files: +SOURCE_FILES ?= + +# List of libraries (e.g., `-lopenblas -lpthread`): +LIBRARIES ?= + +# List of library paths (e.g., `-L /foo/bar -L /beep/boop`): +LIBPATH ?= + +# List of C targets: +c_targets := benchmark.length.out + + +# RULES # + +#/ +# Compiles source files. +# +# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`) +# @param {string} [CFLAGS] - C compiler options +# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`) +# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`) +# @param {string} [SOURCE_FILES] - list of source files +# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`) +# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`) +# +# @example +# make +# +# @example +# make all +#/ +all: $(c_targets) + +.PHONY: all + +#/ +# Compiles C source files. +# +# @private +# @param {string} CC - C compiler (e.g., `gcc`) +# @param {string} CFLAGS - C compiler options +# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`) +# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`) +# @param {string} SOURCE_FILES - list of source files +# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`) +# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`) +#/ +$(c_targets): %.out: %.c + $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) + +#/ +# Runs compiled benchmarks. +# +# @example +# make run +#/ +run: $(c_targets) + $(QUIET) ./$< + +.PHONY: run + +#/ +# Removes generated files. +# +# @example +# make clean +#/ +clean: + $(QUIET) -rm -f *.o *.out + +.PHONY: clean diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/benchmark.length.c b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/benchmark.length.c new file mode 100644 index 000000000000..e98e69bbe4eb --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/benchmark/c/benchmark.length.c @@ -0,0 +1,220 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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/stats/strided/smskmidrange.h" +#include +#include +#include +#include +#include +#include + +#define NAME "smskmidrange" +#define ITERATIONS 1000000 +#define REPEATS 3 +#define MIN 1 +#define MAX 6 + +/** +* Prints the TAP version. +*/ +static void print_version( void ) { + printf( "TAP version 13\n" ); +} + +/** +* Prints the TAP summary. +* +* @param total total number of tests +* @param passing total number of passing tests +*/ +static void print_summary( int total, int passing ) { + printf( "#\n" ); + printf( "1..%d\n", total ); // TAP plan + printf( "# total %d\n", total ); + printf( "# pass %d\n", passing ); + printf( "#\n" ); + printf( "# ok\n" ); +} + +/** +* Prints benchmarks results. +* +* @param iterations number of iterations +* @param elapsed elapsed time in seconds +*/ +static void print_results( int iterations, double elapsed ) { + double rate = (double)iterations / elapsed; + printf( " ---\n" ); + printf( " iterations: %d\n", iterations ); + printf( " elapsed: %0.9f\n", elapsed ); + printf( " rate: %0.9f\n", rate ); + printf( " ...\n" ); +} + +/** +* Returns a clock time. +* +* @return clock time +*/ +static double tic( void ) { + struct timeval now; + gettimeofday( &now, NULL ); + return (double)now.tv_sec + (double)now.tv_usec/1.0e6; +} + +/** +* Generates a random number on the interval [0,1). +* +* @return random number +*/ +static double rand_double( void ) { + int r = rand(); + return (double)r / ( (double)RAND_MAX + 1.0 ); +} + +/** +* Runs a benchmark. +* +* @param iterations number of iterations +* @param len array length +* @return elapsed time in seconds +*/ +static double benchmark1( int iterations, int len ) { + double elapsed; + uint8_t *mask; + float *x; + float v; + double t; + int i; + + mask = (uint8_t *)malloc( len * sizeof( uint8_t ) ); + x = (float *)malloc( len * sizeof( float ) ); + + for ( i = 0; i < len; i++ ) { + if ( rand_double() < 0.2 ) { + mask[ i ] = 1; // missing + } else { + mask[ i ] = 0; + } + x[ i ] = (float)( ( rand_double() * 20000.0 ) - 10000.0 ); + } + v = 0.0f; + t = tic(); + for ( i = 0; i < iterations; i++ ) { + // cppcheck-suppress uninitvar + v = stdlib_strided_smskmidrange( len, x, 1, mask, 1 ); + if ( v != v ) { + printf( "should not return NaN\n" ); + break; + } + } + elapsed = tic() - t; + if ( v != v ) { + printf( "should not return NaN\n" ); + } + free( mask ); + free( x ); + return elapsed; +} + +/** +* Runs a benchmark. +* +* @param iterations number of iterations +* @param len array length +* @return elapsed time in seconds +*/ +static double benchmark2( int iterations, int len ) { + double elapsed; + uint8_t *mask; + float *x; + float v; + double t; + int i; + + mask = (uint8_t *)malloc( len * sizeof( uint8_t ) ); + x = (float *)malloc( len * sizeof( float ) ); + + for ( i = 0; i < len; i++ ) { + if ( rand_double() < 0.2 ) { + mask[ i ] = 1; // missing + } else { + mask[ i ] = 0; + } + x[ i ] = (float)( ( rand_double() * 20000.0 ) - 10000.0 ); + } + v = 0.0f; + t = tic(); + for ( i = 0; i < iterations; i++ ) { + // cppcheck-suppress uninitvar + v = stdlib_strided_smskmidrange_ndarray( len, x, 1, 0, mask, 1, 0 ); + if ( v != v ) { + printf( "should not return NaN\n" ); + break; + } + } + elapsed = tic() - t; + if ( v != v ) { + printf( "should not return NaN\n" ); + } + free( mask ); + free( x ); + return elapsed; +} + +/** +* Main execution sequence. +*/ +int main( void ) { + double elapsed; + int count; + int iter; + int len; + int i; + int j; + + // Use the current time to seed the random number generator: + srand( time( NULL ) ); + + print_version(); + count = 0; + for ( i = MIN; i <= MAX; i++ ) { + len = pow( 10, i ); + iter = ITERATIONS / pow( 10, i-1 ); + for ( j = 0; j < REPEATS; j++ ) { + count += 1; + printf( "# c::%s:len=%d\n", NAME, len ); + elapsed = benchmark1( iter, len ); + print_results( iter, elapsed ); + printf( "ok %d benchmark finished\n", count ); + } + } + for ( i = MIN; i <= MAX; i++ ) { + len = pow( 10, i ); + iter = ITERATIONS / pow( 10, i-1 ); + for ( j = 0; j < REPEATS; j++ ) { + count += 1; + printf( "# c::%s:ndarray:len=%d\n", NAME, len ); + elapsed = benchmark2( iter, len ); + print_results( iter, elapsed ); + printf( "ok %d benchmark finished\n", count ); + } + } + print_summary( count, count ); +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/binding.gyp b/lib/node_modules/@stdlib/stats/strided/smskmidrange/binding.gyp new file mode 100644 index 000000000000..0d6508a12e99 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/binding.gyp @@ -0,0 +1,170 @@ +# @license Apache-2.0 +# +# Copyright (c) 2026 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. + +# A `.gyp` file for building a Node.js native add-on. +# +# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md +# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md +{ + # List of files to include in this file: + 'includes': [ + './include.gypi', + ], + + # Define variables to be used throughout the configuration for all targets: + 'variables': { + # Target name should match the add-on export name: + 'addon_target_name%': 'addon', + + # Set variables based on the host OS: + 'conditions': [ + [ + 'OS=="win"', + { + # Define the object file suffix: + 'obj': 'obj', + }, + { + # Define the object file suffix: + 'obj': 'o', + } + ], # end condition (OS=="win") + ], # end conditions + }, # end variables + + # Define compile targets: + 'targets': [ + + # Target to generate an add-on: + { + # The target name should match the add-on export name: + 'target_name': '<(addon_target_name)', + + # Define dependencies: + 'dependencies': [], + + # Define directories which contain relevant include headers: + 'include_dirs': [ + # Local include directory: + '<@(include_dirs)', + ], + + # List of source files: + 'sources': [ + '<@(src_files)', + ], + + # Settings which should be applied when a target's object files are used as linker input: + 'link_settings': { + # Define libraries: + 'libraries': [ + '<@(libraries)', + ], + + # Define library directories: + 'library_dirs': [ + '<@(library_dirs)', + ], + }, + + # C/C++ compiler flags: + 'cflags': [ + # Enable commonly used warning options: + '-Wall', + + # Aggressive optimization: + '-O3', + ], + + # C specific compiler flags: + 'cflags_c': [ + # Specify the C standard to which a program is expected to conform: + '-std=c99', + ], + + # C++ specific compiler flags: + 'cflags_cpp': [ + # Specify the C++ standard to which a program is expected to conform: + '-std=c++11', + ], + + # Linker flags: + 'ldflags': [], + + # Apply conditions based on the host OS: + 'conditions': [ + [ + 'OS=="mac"', + { + # Linker flags: + 'ldflags': [ + '-undefined dynamic_lookup', + '-Wl,-no-pie', + '-Wl,-search_paths_first', + ], + }, + ], # end condition (OS=="mac") + [ + 'OS!="win"', + { + # C/C++ flags: + 'cflags': [ + # Generate platform-independent code: + '-fPIC', + ], + }, + ], # end condition (OS!="win") + ], # end conditions + }, # end target <(addon_target_name) + + # Target to copy a generated add-on to a standard location: + { + 'target_name': 'copy_addon', + + # Declare that the output of this target is not linked: + 'type': 'none', + + # Define dependencies: + 'dependencies': [ + # Require that the add-on be generated before building this target: + '<(addon_target_name)', + ], + + # Define a list of actions: + 'actions': [ + { + 'action_name': 'copy_addon', + 'message': 'Copying addon...', + + # Explicitly list the inputs in the command-line invocation below: + 'inputs': [], + + # Declare the expected outputs: + 'outputs': [ + '<(addon_output_dir)/<(addon_target_name).node', + ], + + # Define the command-line invocation: + 'action': [ + 'cp', + '<(PRODUCT_DIR)/<(addon_target_name).node', + '<(addon_output_dir)/<(addon_target_name).node', + ], + }, + ], # end actions + }, # end target copy_addon + ], # end targets +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/repl.txt b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/repl.txt new file mode 100644 index 000000000000..701692c41937 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/repl.txt @@ -0,0 +1,117 @@ + +{{alias}}( N, x, strideX, mask, strideMask ) + Computes the mid-range of a single-precision floating-point strided array + according to a mask. + + The `N` and stride parameters determine which elements in the strided arrays + are accessed at runtime. + + Indexing is relative to the first index. To introduce offsets, use typed + array views. + + If a `mask` array element is `0`, the corresponding element in `x` is + considered valid and included in computation. + + If a `mask` array element is `1`, the corresponding element in `x` is + considered invalid/missing and excluded from computation. + + If `N <= 0`, the function returns `NaN`. + + Parameters + ---------- + N: integer + Number of indexed elements. + + x: Float32Array + Input array. + + strideX: integer + Stride length for `x`. + + mask: Uint8Array + Mask array. + + strideMask: integer + Stride length for `mask`. + + Returns + ------- + out: number + Mid-range. + + Examples + -------- + // Standard Usage: + > var x = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 4.0, 2.0 ] ); + > var mask = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 1, 0 ] ); + > {{alias}}( x.length, x, 1, mask, 1 ) + 0.0 + + // Using `N` and stride parameters: + > x = new {{alias:@stdlib/array/float32}}( [ -2.0, 1.0, 1.0, -5.0, 2.0, -1.0, 4.0 ] ); + > mask = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 0, 0, 0, 0, 1 ] ); + > {{alias}}( 3, x, 2, mask, 2 ) + 0.0 + + // Using view offsets: + > var x0 = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 3.0, 2.0, 5.0, -1.0, 4.0 ] ); + > var x1 = new {{alias:@stdlib/array/float32}}( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); + > var mask0 = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 0, 0, 0, 0, 1 ] ); + > var mask1 = new {{alias:@stdlib/array/uint8}}( mask0.buffer, mask0.BYTES_PER_ELEMENT*1 ); + > {{alias}}( 3, x1, 2, mask1, 2 ) + 0.0 + + +{{alias}}.ndarray( N, x, strideX, offsetX, mask, strideMask, offsetMask ) + Computes the mid-range of a single-precision floating-point strided array + according to a mask and using alternative indexing semantics. + + While typed array views mandate a view offset based on the underlying + buffer, offset parameters support indexing semantics based on starting + indices. + + Parameters + ---------- + N: integer + Number of indexed elements. + + x: Float32Array + Input array. + + strideX: integer + Stride length for `x`. + + offsetX: integer + Starting index for `x`. + + mask: Uint8Array + Mask array. + + strideMask: integer + Stride length for `mask`. + + offsetMask: integer + Starting index for `mask`. + + Returns + ------- + out: number + Mid-range. + + Examples + -------- + // Standard Usage: + > var x = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 2.0, 4.0 ] ); + > var mask = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 0, 1 ] ); + > {{alias}}.ndarray( x.length, x, 1, 0, mask, 1, 0 ) + 0.0 + + // Using offset parameter: + > x = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 3.0, 2.0, 5.0, -1.0, 4.0 ] ); + > mask = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 0, 0, 0, 0, 1 ] ); + > {{alias}}.ndarray( 3, x, 2, 1, mask, 2, 1 ) + 0.0 + + See Also + -------- + diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/index.d.ts new file mode 100644 index 000000000000..a839a3ae19c9 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/index.d.ts @@ -0,0 +1,107 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +// TypeScript Version: 4.1 + +/** +* Interface describing `smskmidrange`. +*/ +interface Routine { + /** + * Computes the mid-range of a single-precision floating-point strided array according to a mask. + * + * @param N - number of indexed elements + * @param x - input array + * @param strideX - `x` stride length + * @param mask - mask array + * @param strideMask - `mask` stride length + * @returns mid-range + * + * @example + * var Float32Array = require( '@stdlib/array/float32' ); + * var Uint8Array = require( '@stdlib/array/uint8' ); + * + * var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); + * var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + * + * var v = smskmidrange( x.length, x, 1, mask, 1 ); + * // returns 0.0 + */ + ( N: number, x: Float32Array, strideX: number, mask: Uint8Array, strideMask: number ): number; + + /** + * Computes the mid-range of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. + * + * @param N - number of indexed elements + * @param x - input array + * @param strideX - `x` stride length + * @param offsetX - `x` starting index + * @param mask - mask array + * @param strideMask - `mask` stride length + * @param offsetMask - `mask` starting index + * @returns mid-range + * + * @example + * var Float32Array = require( '@stdlib/array/float32' ); + * var Uint8Array = require( '@stdlib/array/uint8' ); + * + * var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); + * var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + * + * var v = smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); + * // returns 0.0 + */ + ndarray( N: number, x: Float32Array, strideX: number, offsetX: number, mask: Uint8Array, strideMask: number, offsetMask: number ): number; +} + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param N - number of indexed elements +* @param x - input array +* @param strideX - `x` stride length +* @param mask - mask array +* @param strideMask - `mask` stride length +* @returns mid-range +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); +* +* var v = smskmidrange( x.length, x, 1, mask, 1 ); +* // returns 0.0 +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); +* +* var v = smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); +* // returns 0.0 +*/ +declare var smskmidrange: Routine; + + +// EXPORTS // + +export = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/test.ts b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/test.ts new file mode 100644 index 000000000000..b57e216c0bbf --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/docs/types/test.ts @@ -0,0 +1,247 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +import smskmidrange = require( './index' ); + + +// TESTS // + +// The function returns a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange( x.length, x, 1, mask, 1 ); // $ExpectType number +} + +// The compiler throws an error if the function is provided a first argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange( '10', x, 1, mask, 1 ); // $ExpectError + smskmidrange( true, x, 1, mask, 1 ); // $ExpectError + smskmidrange( false, x, 1, mask, 1 ); // $ExpectError + smskmidrange( null, x, 1, mask, 1 ); // $ExpectError + smskmidrange( undefined, x, 1, mask, 1 ); // $ExpectError + smskmidrange( [], x, 1, mask, 1 ); // $ExpectError + smskmidrange( {}, x, 1, mask, 1 ); // $ExpectError + smskmidrange( ( x: number ): number => x, x, 1, mask, 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a second argument which is not a Float32Array... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange( x.length, 10, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, '10', 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, true, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, false, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, null, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, undefined, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, [], 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, {}, 1, mask, 1 ); // $ExpectError + smskmidrange( x.length, ( x: number ): number => x, 1, mask, 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a third argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange( x.length, x, '10', mask, 1 ); // $ExpectError + smskmidrange( x.length, x, true, mask, 1 ); // $ExpectError + smskmidrange( x.length, x, false, mask, 1 ); // $ExpectError + smskmidrange( x.length, x, null, mask, 1 ); // $ExpectError + smskmidrange( x.length, x, undefined, mask, 1 ); // $ExpectError + smskmidrange( x.length, x, [], mask, 1 ); // $ExpectError + smskmidrange( x.length, x, {}, mask, 1 ); // $ExpectError + smskmidrange( x.length, x, ( x: number ): number => x, mask, 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a fourth argument which is not a Uint8Array... +{ + const x = new Float32Array( 10 ); + + smskmidrange( x.length, x, 1, 10, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, '10', 1 ); // $ExpectError + smskmidrange( x.length, x, 1, true, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, false, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, null, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, undefined, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, [], 1 ); // $ExpectError + smskmidrange( x.length, x, 1, {}, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, ( x: number ): number => x, 1 ); // $ExpectError +} + +// The compiler throws an error if the function is provided a fifth argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange( x.length, x, 1, mask, '10' ); // $ExpectError + smskmidrange( x.length, x, 1, mask, true ); // $ExpectError + smskmidrange( x.length, x, 1, mask, false ); // $ExpectError + smskmidrange( x.length, x, 1, mask, null ); // $ExpectError + smskmidrange( x.length, x, 1, mask, undefined ); // $ExpectError + smskmidrange( x.length, x, 1, mask, [] ); // $ExpectError + smskmidrange( x.length, x, 1, mask, {} ); // $ExpectError + smskmidrange( x.length, x, 1, mask, ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the function is provided an unsupported number of arguments... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange(); // $ExpectError + smskmidrange( x.length ); // $ExpectError + smskmidrange( x.length, x, 1 ); // $ExpectError + smskmidrange( x.length, x, 1, mask ); // $ExpectError + smskmidrange( x.length, x, 1, mask, 1, 10 ); // $ExpectError +} + +// Attached to main export is an `ndarray` method which returns a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0 ); // $ExpectType number +} + +// The compiler throws an error if the `ndarray` method is provided a first argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( '10', x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( true, x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( false, x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( null, x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( undefined, x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( [], x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( {}, x, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( ( x: number ): number => x, x, 1, 0, mask, 1, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a second argument which is not a Float32Array... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, 10, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, '10', 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, true, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, false, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, null, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, undefined, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, [], 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, {}, 1, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, ( x: number ): number => x, 1, 0, mask, 1, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a third argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, x, '10', 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, true, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, false, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, null, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, undefined, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, [], 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, {}, 0, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, ( x: number ): number => x, 0, mask, 1, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a fourth argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, x, 1, '10', mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, true, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, false, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, null, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, undefined, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, [], mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, {}, mask, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, ( x: number ): number => x, mask, 1, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a fifth argument which is not a Uint8Array... +{ + const x = new Float32Array( 10 ); + + smskmidrange.ndarray( x.length, x, 1, 0, 10, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, '10', 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, true, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, false, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, null, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, undefined, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, [], 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, {}, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, ( x: number ): number => x, 1, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a sixth argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, x, 1, 0, mask, '10', 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, true, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, false, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, null, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, undefined, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, [], 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, {}, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, ( x: number ): number => x, 0 ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided a seventh argument which is not a number... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, '10' ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, true ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, false ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, null ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, undefined ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, [] ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, {} ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, ( x: number ): number => x ); // $ExpectError +} + +// The compiler throws an error if the `ndarray` method is provided an unsupported number of arguments... +{ + const x = new Float32Array( 10 ); + const mask = new Uint8Array( 10 ); + + smskmidrange.ndarray(); // $ExpectError + smskmidrange.ndarray( x.length ); // $ExpectError + smskmidrange.ndarray( x.length, x ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1 ); // $ExpectError + smskmidrange.ndarray( x.length, x, 1, 0, mask, 1, 0, 10 ); // $ExpectError +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/Makefile b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/Makefile new file mode 100644 index 000000000000..c8f8e9a1517b --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/Makefile @@ -0,0 +1,146 @@ +#/ +# @license Apache-2.0 +# +# Copyright (c) 2026 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. +#/ + +# VARIABLES # + +ifndef VERBOSE + QUIET := @ +else + QUIET := +endif + +# Determine the OS ([1][1], [2][2]). +# +# [1]: https://en.wikipedia.org/wiki/Uname#Examples +# [2]: http://stackoverflow.com/a/27776822/2225624 +OS ?= $(shell uname) +ifneq (, $(findstring MINGW,$(OS))) + OS := WINNT +else +ifneq (, $(findstring MSYS,$(OS))) + OS := WINNT +else +ifneq (, $(findstring CYGWIN,$(OS))) + OS := WINNT +else +ifneq (, $(findstring Windows_NT,$(OS))) + OS := WINNT +endif +endif +endif +endif + +# Define the program used for compiling C source files: +ifdef C_COMPILER + CC := $(C_COMPILER) +else + CC := gcc +endif + +# Define the command-line options when compiling C files: +CFLAGS ?= \ + -std=c99 \ + -O3 \ + -Wall \ + -pedantic + +# Determine whether to generate position independent code ([1][1], [2][2]). +# +# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options +# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option +ifeq ($(OS), WINNT) + fPIC ?= +else + fPIC ?= -fPIC +endif + +# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`): +INCLUDE ?= + +# List of source files: +SOURCE_FILES ?= + +# List of libraries (e.g., `-lopenblas -lpthread`): +LIBRARIES ?= + +# List of library paths (e.g., `-L /foo/bar -L /beep/boop`): +LIBPATH ?= + +# List of C targets: +c_targets := example.out + + +# RULES # + +#/ +# Compiles source files. +# +# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`) +# @param {string} [CFLAGS] - C compiler options +# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`) +# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`) +# @param {string} [SOURCE_FILES] - list of source files +# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`) +# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`) +# +# @example +# make +# +# @example +# make all +#/ +all: $(c_targets) + +.PHONY: all + +#/ +# Compiles C source files. +# +# @private +# @param {string} CC - C compiler (e.g., `gcc`) +# @param {string} CFLAGS - C compiler options +# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`) +# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`) +# @param {string} SOURCE_FILES - list of source files +# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`) +# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`) +#/ +$(c_targets): %.out: %.c + $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) + +#/ +# Runs compiled examples. +# +# @example +# make run +#/ +run: $(c_targets) + $(QUIET) ./$< + +.PHONY: run + +#/ +# Removes generated files. +# +# @example +# make clean +#/ +clean: + $(QUIET) -rm -f *.o *.out + +.PHONY: clean diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/example.c b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/example.c new file mode 100644 index 000000000000..e19f177065ab --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/c/example.c @@ -0,0 +1,42 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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/stats/strided/smskmidrange.h" +#include +#include + +int main( void ) { + // Create a strided array: + const float x[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }; + + // Create a mask array: + const uint8_t mask[] = { 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 }; + + // Specify the number of elements: + const int N = 5; + + // Specify the stride lengths: + const int strideX = 2; + const int strideMask = 2; + + // Compute the mid-range: + float v = stdlib_strided_smskmidrange( N, x, strideX, mask, strideMask ); + + // Print the result: + printf( "mid-range: %f\n", v ); +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/index.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/index.js new file mode 100644 index 000000000000..6373882ca6ff --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/examples/index.js @@ -0,0 +1,36 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +var uniform = require( '@stdlib/random/array/uniform' ); +var bernoulli = require( '@stdlib/random/array/bernoulli' ); +var smskmidrange = require( './../lib' ); + +var x = uniform( 10, -50.0, 50.0, { + 'dtype': 'float32' +}); +console.log( x ); + +var mask = bernoulli( x.length, 0.2, { + 'dtype': 'uint8' +}); +console.log( mask ); + +var v = smskmidrange( x.length, x, 1, mask, 1 ); +console.log( v ); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/include.gypi b/lib/node_modules/@stdlib/stats/strided/smskmidrange/include.gypi new file mode 100644 index 000000000000..bee8d41a2caf --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/include.gypi @@ -0,0 +1,53 @@ +# @license Apache-2.0 +# +# Copyright (c) 2026 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. + +# A GYP include file for building a Node.js native add-on. +# +# Main documentation: +# +# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md +# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md +{ + # Define variables to be used throughout the configuration for all targets: + 'variables': { + # Source directory: + 'src_dir': './src', + + # Include directories: + 'include_dirs': [ + ' + +/* +* If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler. +*/ +#ifdef __cplusplus +extern "C" { +#endif + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +*/ +float API_SUFFIX(stdlib_strided_smskmidrange)( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const uint8_t *Mask, const CBLAS_INT strideMask ); + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. +*/ +float API_SUFFIX(stdlib_strided_smskmidrange_ndarray)( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, const uint8_t *Mask, const CBLAS_INT strideMask, const CBLAS_INT offsetMask ); + +#ifdef __cplusplus +} +#endif + +#endif // !STDLIB_STATS_STRIDED_SMSKMIDRANGE_H diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/index.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/index.js new file mode 100644 index 000000000000..cb57ea411d11 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/index.js @@ -0,0 +1,72 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +/** +* Compute the mid-range of a single-precision floating-point strided array according to a mask. +* +* @module @stdlib/stats/strided/smskmidrange +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); +* +* var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); +* +* var v = smskmidrange( x.length, x, 1, mask, 1 ); +* // returns 0.0 +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* var smskmidrange = require( '@stdlib/stats/strided/smskmidrange' ); +* +* var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 ] ); +* +* var v = smskmidrange.ndarray( 5, x, 2, 1, mask, 2, 1 ); +* // returns 1.0 +*/ + +// MODULES // + +var join = require( 'path' ).join; +var tryRequire = require( '@stdlib/utils/try-require' ); +var isError = require( '@stdlib/assert/is-error' ); +var main = require( './main.js' ); + + +// MAIN // + +var smskmidrange; +var tmp = tryRequire( join( __dirname, './native.js' ) ); +if ( isError( tmp ) ) { + smskmidrange = main; +} else { + smskmidrange = tmp; +} + + +// EXPORTS // + +module.exports = smskmidrange; + +// exports: { "ndarray": "smskmidrange.ndarray" } diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/main.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/main.js new file mode 100644 index 000000000000..512b3272c78e --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/main.js @@ -0,0 +1,35 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); +var smskmidrange = require( './smskmidrange.js' ); +var ndarray = require( './ndarray.js' ); + + +// MAIN // + +setReadOnly( smskmidrange, 'ndarray', ndarray ); + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/native.js new file mode 100644 index 000000000000..165bcdf466ef --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/native.js @@ -0,0 +1,35 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); +var smskmidrange = require( './smskmidrange.native.js' ); +var ndarray = require( './ndarray.native.js' ); + + +// MAIN // + +setReadOnly( smskmidrange, 'ndarray', ndarray ); + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.js new file mode 100644 index 000000000000..1828f2f58bbf --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.js @@ -0,0 +1,104 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var isNegativeZerof = require( '@stdlib/math/base/assert/is-negative-zerof' ); +var isPositiveZerof = require( '@stdlib/math/base/assert/is-positive-zerof' ); +var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' ); + + +// MAIN // + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param {PositiveInteger} N - number of indexed elements +* @param {Float32Array} x - input array +* @param {integer} strideX - `x` stride length +* @param {NonNegativeInteger} offsetX - `x` starting index +* @param {Uint8Array} mask - mask array +* @param {integer} strideMask - `mask` stride length +* @param {NonNegativeInteger} offsetMask - `mask` starting index +* @returns {number} mid-range +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 ] ); +* +* var v = smskmidrange( 5, x, 2, 1, mask, 2, 1 ); +* // returns 1.0 +*/ +function smskmidrange( N, x, strideX, offsetX, mask, strideMask, offsetMask ) { + var max; + var min; + var ix; + var im; + var v; + var i; + + if ( N <= 0 ) { + return NaN; + } + ix = offsetX; + im = offsetMask; + for ( i = 0; i < N; i++ ) { + if ( mask[ im ] === 0 ) { + break; + } + ix += strideX; + im += strideMask; + } + if ( i === N ) { + return NaN; + } + min = x[ ix ]; + if ( isnanf( min ) ) { + return min; + } + max = min; + i += 1; + for ( i; i < N; i++ ) { + ix += strideX; + im += strideMask; + if ( mask[ im ] ) { + continue; + } + v = x[ ix ]; + if ( isnanf( v ) ) { + return v; + } + if ( v < min || ( v === min && isNegativeZerof( v ) ) ) { + min = v; + } else if ( v > max || ( v === max && isPositiveZerof( v ) ) ) { + max = v; + } + } + return float64ToFloat32( float64ToFloat32( max + min ) / 2.0 ); +} + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.native.js new file mode 100644 index 000000000000..566c55b5bf5d --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/ndarray.native.js @@ -0,0 +1,57 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var addon = require( './../src/addon.node' ); + + +// MAIN // + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param {PositiveInteger} N - number of indexed elements +* @param {Float32Array} x - input array +* @param {integer} strideX - `x` stride length +* @param {NonNegativeInteger} offsetX - `x` starting index +* @param {Uint8Array} mask - mask array +* @param {integer} strideMask - `mask` stride length +* @param {NonNegativeInteger} offsetMask - `mask` starting index +* @returns {number} mid-range +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0, 5.0, 6.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1 ] ); +* +* var v = smskmidrange( 5, x, 2, 1, mask, 2, 1 ); +* // returns 1.0 +*/ +function smskmidrange( N, x, strideX, offsetX, mask, strideMask, offsetMask ) { + return addon.ndarray( N, x, strideX, offsetX, mask, strideMask, offsetMask ); // eslint-disable-line max-len +} + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.js new file mode 100644 index 000000000000..4544478bdb90 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.js @@ -0,0 +1,58 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var stride2offset = require( '@stdlib/strided/base/stride2offset' ); +var ndarray = require( './ndarray.js' ); + + +// MAIN // + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param {PositiveInteger} N - number of indexed elements +* @param {Float32Array} x - input array +* @param {integer} strideX - `x` stride length +* @param {Uint8Array} mask - mask array +* @param {integer} strideMask - `mask` stride length +* @returns {number} mid-range +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); +* +* var v = smskmidrange( x.length, x, 1, mask, 1 ); +* // returns 0.0 +*/ +function smskmidrange( N, x, strideX, mask, strideMask ) { + var ox = stride2offset( N, strideX ); + var om = stride2offset( N, strideMask ); + return ndarray( N, x, strideX, ox, mask, strideMask, om ); +} + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.native.js new file mode 100644 index 000000000000..b8f565d6408b --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/lib/smskmidrange.native.js @@ -0,0 +1,55 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var addon = require( './../src/addon.node' ); + + +// MAIN // + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param {PositiveInteger} N - number of indexed elements +* @param {Float32Array} x - input array +* @param {integer} strideX - `x` stride length +* @param {Uint8Array} mask - mask array +* @param {integer} strideMask - `mask` stride length +* @returns {number} mid-range +* +* @example +* var Float32Array = require( '@stdlib/array/float32' ); +* var Uint8Array = require( '@stdlib/array/uint8' ); +* +* var x = new Float32Array( [ 1.0, -2.0, 4.0, 2.0 ] ); +* var mask = new Uint8Array( [ 0, 0, 1, 0 ] ); +* +* var v = smskmidrange( x.length, x, 1, mask, 1 ); +* // returns 0.0 +*/ +function smskmidrange( N, x, strideX, mask, strideMask ) { + return addon( N, x, strideX, mask, strideMask ); +} + + +// EXPORTS // + +module.exports = smskmidrange; diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/manifest.json b/lib/node_modules/@stdlib/stats/strided/smskmidrange/manifest.json new file mode 100644 index 000000000000..cf336c327648 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/manifest.json @@ -0,0 +1,112 @@ +{ + "options": { + "task": "build", + "wasm": false + }, + "fields": [ + { + "field": "src", + "resolve": true, + "relative": true + }, + { + "field": "include", + "resolve": true, + "relative": true + }, + { + "field": "libraries", + "resolve": false, + "relative": false + }, + { + "field": "libpath", + "resolve": true, + "relative": false + } + ], + "confs": [ + { + "task": "build", + "wasm": false, + "src": [ + "./src/main.c" + ], + "include": [ + "./include" + ], + "libraries": [], + "libpath": [], + "dependencies": [ + "@stdlib/blas/base/shared", + "@stdlib/strided/base/stride2offset", + "@stdlib/math/base/assert/is-positive-zerof", + "@stdlib/math/base/assert/is-negative-zerof", + "@stdlib/math/base/assert/is-nanf", + "@stdlib/napi/export", + "@stdlib/napi/argv", + "@stdlib/napi/argv-int64", + "@stdlib/napi/argv-strided-float32array", + "@stdlib/napi/argv-strided-uint8array", + "@stdlib/napi/create-double" + ] + }, + { + "task": "benchmark", + "wasm": false, + "src": [ + "./src/main.c" + ], + "include": [ + "./include" + ], + "libraries": [], + "libpath": [], + "dependencies": [ + "@stdlib/blas/base/shared", + "@stdlib/strided/base/stride2offset", + "@stdlib/math/base/assert/is-nanf", + "@stdlib/math/base/assert/is-positive-zerof", + "@stdlib/math/base/assert/is-negative-zerof" + ] + }, + { + "task": "examples", + "wasm": false, + "src": [ + "./src/main.c" + ], + "include": [ + "./include" + ], + "libraries": [], + "libpath": [], + "dependencies": [ + "@stdlib/blas/base/shared", + "@stdlib/strided/base/stride2offset", + "@stdlib/math/base/assert/is-nanf", + "@stdlib/math/base/assert/is-positive-zerof", + "@stdlib/math/base/assert/is-negative-zerof" + ] + }, + { + "task": "", + "wasm": true, + "src": [ + "./src/main.c" + ], + "include": [ + "./include" + ], + "libraries": [], + "libpath": [], + "dependencies": [ + "@stdlib/blas/base/shared", + "@stdlib/strided/base/stride2offset", + "@stdlib/math/base/assert/is-nanf", + "@stdlib/math/base/assert/is-positive-zerof", + "@stdlib/math/base/assert/is-negative-zerof" + ] + } + ] +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/package.json b/lib/node_modules/@stdlib/stats/strided/smskmidrange/package.json new file mode 100644 index 000000000000..6fb5a8198269 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/package.json @@ -0,0 +1,82 @@ +{ + "name": "@stdlib/stats/strided/smskmidrange", + "version": "0.0.0", + "description": "Calculate the mid-range of a single-precision floating-point strided array according to a mask.", + "license": "Apache-2.0", + "author": { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + }, + "contributors": [ + { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + } + ], + "main": "./lib", + "browser": "./lib/main.js", + "gypfile": true, + "directories": { + "benchmark": "./benchmark", + "doc": "./docs", + "example": "./examples", + "include": "./include", + "lib": "./lib", + "src": "./src", + "test": "./test" + }, + "types": "./docs/types", + "scripts": {}, + "homepage": "https://github.com/stdlib-js/stdlib", + "repository": { + "type": "git", + "url": "git://github.com/stdlib-js/stdlib.git" + }, + "bugs": { + "url": "https://github.com/stdlib-js/stdlib/issues" + }, + "dependencies": {}, + "devDependencies": {}, + "engines": { + "node": ">=0.10.0", + "npm": ">2.7.0" + }, + "os": [ + "aix", + "darwin", + "freebsd", + "linux", + "macos", + "openbsd", + "sunos", + "win32", + "windows" + ], + "keywords": [ + "stdlib", + "stdmath", + "statistics", + "stats", + "mathematics", + "math", + "maximum", + "max", + "minimum", + "min", + "range", + "midrange", + "extremes", + "dispersion", + "strided", + "strided array", + "masked", + "mask", + "masked array", + "typed", + "array", + "float64", + "double", + "float64array" + ], + "__stdlib__": {} +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/Makefile b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/Makefile new file mode 100644 index 000000000000..2caf905cedbe --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/Makefile @@ -0,0 +1,70 @@ +#/ +# @license Apache-2.0 +# +# Copyright (c) 2026 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. +#/ + +# VARIABLES # + +ifndef VERBOSE + QUIET := @ +else + QUIET := +endif + +# Determine the OS ([1][1], [2][2]). +# +# [1]: https://en.wikipedia.org/wiki/Uname#Examples +# [2]: http://stackoverflow.com/a/27776822/2225624 +OS ?= $(shell uname) +ifneq (, $(findstring MINGW,$(OS))) + OS := WINNT +else +ifneq (, $(findstring MSYS,$(OS))) + OS := WINNT +else +ifneq (, $(findstring CYGWIN,$(OS))) + OS := WINNT +else +ifneq (, $(findstring Windows_NT,$(OS))) + OS := WINNT +endif +endif +endif +endif + + +# RULES # + +#/ +# Removes generated files for building an add-on. +# +# @example +# make clean-addon +#/ +clean-addon: + $(QUIET) -rm -f *.o *.node + +.PHONY: clean-addon + +#/ +# Removes generated files. +# +# @example +# make clean +#/ +clean: clean-addon + +.PHONY: clean diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/addon.c b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/addon.c new file mode 100644 index 000000000000..2e19d6f22e21 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/addon.c @@ -0,0 +1,67 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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/stats/strided/smskmidrange.h" +#include "stdlib/blas/base/shared.h" +#include "stdlib/napi/export.h" +#include "stdlib/napi/argv.h" +#include "stdlib/napi/argv_int64.h" +#include "stdlib/napi/argv_strided_float32array.h" +#include "stdlib/napi/argv_strided_uint8array.h" +#include "stdlib/napi/create_double.h" +#include + +/** +* Receives JavaScript callback invocation data. +* +* @param env environment under which the function is invoked +* @param info callback data +* @return Node-API value +*/ +static napi_value addon( napi_env env, napi_callback_info info ) { + STDLIB_NAPI_ARGV( env, info, argv, argc, 5 ); + STDLIB_NAPI_ARGV_INT64( env, N, argv, 0 ); + STDLIB_NAPI_ARGV_INT64( env, strideX, argv, 2 ); + STDLIB_NAPI_ARGV_INT64( env, strideMask, argv, 4 ); + STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 1 ); + STDLIB_NAPI_ARGV_STRIDED_UINT8ARRAY( env, Mask, N, strideMask, argv, 3 ); + STDLIB_NAPI_CREATE_DOUBLE( env, (double)API_SUFFIX(stdlib_strided_smskmidrange)( N, X, strideX, Mask, strideMask ), v ); + return v; +} + +/** +* Receives JavaScript callback invocation data. +* +* @param env environment under which the function is invoked +* @param info callback data +* @return Node-API value +*/ +static napi_value addon_method( napi_env env, napi_callback_info info ) { + STDLIB_NAPI_ARGV( env, info, argv, argc, 7 ); + STDLIB_NAPI_ARGV_INT64( env, N, argv, 0 ); + STDLIB_NAPI_ARGV_INT64( env, strideX, argv, 2 ); + STDLIB_NAPI_ARGV_INT64( env, strideMask, argv, 5 ); + STDLIB_NAPI_ARGV_INT64( env, offsetX, argv, 3 ); + STDLIB_NAPI_ARGV_INT64( env, offsetMask, argv, 6 ); + STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 1 ); + STDLIB_NAPI_ARGV_STRIDED_UINT8ARRAY( env, Mask, N, strideMask, argv, 4 ); + STDLIB_NAPI_CREATE_DOUBLE( env, (double)API_SUFFIX(stdlib_strided_smskmidrange_ndarray)( N, X, strideX, offsetX, Mask, strideMask, offsetMask ), v ); + return v; +} + +STDLIB_NAPI_MODULE_EXPORT_FCN_WITH_METHOD( addon, "ndarray", addon_method ) diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/main.c b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/main.c new file mode 100644 index 000000000000..1e5bec661a07 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/src/main.c @@ -0,0 +1,102 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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/stats/strided/smskmidrange.h" +#include "stdlib/math/base/assert/is_negative_zerof.h" +#include "stdlib/math/base/assert/is_positive_zerof.h" +#include "stdlib/math/base/assert/is_nanf.h" +#include "stdlib/blas/base/shared.h" +#include "stdlib/strided/base/stride2offset.h" +#include + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask. +* +* @param N number of indexed elements +* @param X input array +* @param strideX X stride length +* @param Mask mask array +* @param strideMask Mask stride length +* @return mid-range +*/ +float API_SUFFIX(stdlib_strided_smskmidrange)( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const uint8_t *Mask, const CBLAS_INT strideMask ) { + const CBLAS_INT ox = stdlib_strided_stride2offset( N, strideX ); + const CBLAS_INT om = stdlib_strided_stride2offset( N, strideMask ); + return API_SUFFIX(stdlib_strided_smskmidrange_ndarray)( N, X, strideX, ox, Mask, strideMask, om ); +} + +/** +* Computes the mid-range of a single-precision floating-point strided array according to a mask and using alternative indexing semantics. +* +* @param N number of indexed elements +* @param X input array +* @param strideX X stride length +* @param offsetX X starting index +* @param Mask mask array +* @param strideMask Mask stride length +* @param offsetMask Mask starting index +* @return mid-range +*/ +float API_SUFFIX(stdlib_strided_smskmidrange_ndarray)( const CBLAS_INT N, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, const uint8_t *Mask, const CBLAS_INT strideMask, const CBLAS_INT offsetMask ) { + CBLAS_INT ix; + CBLAS_INT im; + CBLAS_INT i; + float min; + float max; + float v; + + if ( N <= 0 ) { + return 0.0f / 0.0f; // NaN + } + ix = offsetX; + im = offsetMask; + for ( i = 0; i < N; i++ ) { + if ( Mask[ im ] == 0 ) { + break; + } + ix += strideX; + im += strideMask; + } + if ( i == N ) { + return 0.0f / 0.0f; // NaN + } + min = X[ ix ]; + if ( stdlib_base_is_nanf( min ) ) { + return 0.0f / 0.0f; // NaN + } + max = min; + i += 1; + for (; i < N; i++ ) { + ix += strideX; + im += strideMask; + if ( Mask[ im ] ) { + continue; + } + v = X[ ix ]; + if ( stdlib_base_is_nanf( v ) ) { + return 0.0f / 0.0f; // NaN + } + if ( v < min || ( v == min && stdlib_base_is_negative_zerof( v ) ) ) { + min = v; + } + if ( v > max || ( v == max && stdlib_base_is_positive_zerof( v ) ) ) { + max = v; + } + } + return ( max + min ) / 2.0f; +} diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.js new file mode 100644 index 000000000000..ba38e59be12e --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.js @@ -0,0 +1,82 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var proxyquire = require( 'proxyquire' ); +var IS_BROWSER = require( '@stdlib/assert/is-browser' ); +var smskmidrange = require( './../lib' ); + + +// VARIABLES // + +var opts = { + 'skip': IS_BROWSER +}; + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof smskmidrange, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'attached to the main export is a method providing an ndarray interface', function test( t ) { + t.strictEqual( typeof smskmidrange.ndarray, 'function', 'method is a function' ); + t.end(); +}); + +tape( 'if a native implementation is available, the main export is the native implementation', opts, function test( t ) { + var smskmidrange = proxyquire( './../lib', { + '@stdlib/utils/try-require': tryRequire + }); + + t.strictEqual( smskmidrange, mock, 'returns expected value' ); + t.end(); + + function tryRequire() { + return mock; + } + + function mock() { + // Mock... + } +}); + +tape( 'if a native implementation is not available, the main export is a JavaScript implementation', opts, function test( t ) { + var smskmidrange; + var main; + + main = require( './../lib/smskmidrange.js' ); + + smskmidrange = proxyquire( './../lib', { + '@stdlib/utils/try-require': tryRequire + }); + + t.strictEqual( smskmidrange, main, 'returns expected value' ); + t.end(); + + function tryRequire() { + return new Error( 'Cannot find module' ); + } +}); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.js new file mode 100644 index 000000000000..c32696631077 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.js @@ -0,0 +1,239 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var isPositiveZerof = require( '@stdlib/math/base/assert/is-positive-zerof' ); +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); +var smskmidrange = require( './../lib/ndarray.js' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof smskmidrange, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function has an arity of 7', function test( t ) { + t.strictEqual( smskmidrange.length, 7, 'has expected arity' ); + t.end(); +}); + +tape( 'the function calculates the mid-range of a strided array according to a mask', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, NaN, 5.0, 0.0, 3.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 1, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, 0.5, 'returns expected value' ); + + x = new Float32Array( [ -4.0, NaN, -5.0 ] ); + mask = new Uint8Array( [ 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, -4.5, 'returns expected value' ); + + x = new Float32Array( [ -0.0, 0.0, NaN, -0.0 ] ); + mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isPositiveZerof( v ), true, 'returns expected value' ); + + x = new Float32Array( [ -4.0, 0.0, NaN, 5.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter less than or equal to `0`, the function returns `NaN`', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 0, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + v = smskmidrange( -1, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter equal to `1`, the function returns the first indexed element', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 1, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports `stride` parameters', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 1.0, // 0 + 2.0, + 2.0, // 1 + -7.0, + -2.0, // 2 + 3.0, + 4.0, // 3 + 2.0, + 5.0, // 4 + 6.0 + ]); + mask = new Uint8Array([ + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + v = smskmidrange( 5, x, 2, 0, mask, 2, 0 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports negative `stride` parameters', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 5.0, // 4 + 6.0, + 1.0, // 3 + 2.0, + 2.0, // 2 + -7.0, + -2.0, // 1 + 3.0, + 4.0, // 0 + 2.0 + ]); + mask = new Uint8Array([ + 1, // 4 + 1, + 0, // 3 + 0, + 0, // 2 + 0, + 0, // 1 + 0, + 0, // 0 + 0 + ]); + + v = smskmidrange( 5, x, -2, 8, mask, -2, 8 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports `offset` parameters', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 2.0, + 1.0, // 0 + 2.0, + -2.0, // 1 + -2.0, + 2.0, // 2 + 3.0, + 4.0, // 3 + 5.0, + 6.0 // 4 + ]); + mask = new Uint8Array([ + 0, + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 1, + 1 // 4 + ]); + + v = smskmidrange( 5, x, 2, 1, mask, 2, 1 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.native.js new file mode 100644 index 000000000000..a43f6c1be6ab --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.ndarray.native.js @@ -0,0 +1,248 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var tape = require( 'tape' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var isPositiveZerof = require( '@stdlib/math/base/assert/is-positive-zerof' ); +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); +var tryRequire = require( '@stdlib/utils/try-require' ); + + +// VARIABLES // + +var smskmidrange = tryRequire( resolve( __dirname, './../lib/ndarray.native.js' ) ); +var opts = { + 'skip': ( smskmidrange instanceof Error ) +}; + + +// TESTS // + +tape( 'main export is a function', opts, function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof smskmidrange, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function has an arity of 7', opts, function test( t ) { + t.strictEqual( smskmidrange.length, 7, 'has expected arity' ); + t.end(); +}); + +tape( 'the function calculates the mid-range of a strided array according to a mask', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, NaN, 5.0, 0.0, 3.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 1, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, 0.5, 'returns expected value' ); + + x = new Float32Array( [ -4.0, NaN, -5.0 ] ); + mask = new Uint8Array( [ 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, -4.5, 'returns expected value' ); + + x = new Float32Array( [ -0.0, 0.0, NaN, -0.0 ] ); + mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isPositiveZerof( v ), true, 'returns expected value' ); + + x = new Float32Array( [ -4.0, 0.0, NaN, 5.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 1 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 0 ] ); + v = smskmidrange( x.length, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter less than or equal to `0`, the function returns `NaN`', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 0, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + v = smskmidrange( -1, x, 1, 0, mask, 1, 0 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter equal to `1`, the function returns the first indexed element', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 1, x, 1, 0, mask, 1, 0 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports `stride` parameters', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 1.0, // 0 + 2.0, + 2.0, // 1 + -7.0, + -2.0, // 2 + 3.0, + 4.0, // 3 + 2.0, + 5.0, // 4 + 6.0 + ]); + mask = new Uint8Array([ + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + v = smskmidrange( 5, x, 2, 0, mask, 2, 0 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports negative `stride` parameters', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 5.0, // 4 + 6.0, + 1.0, // 3 + 2.0, + 2.0, // 2 + -7.0, + -2.0, // 1 + 3.0, + 4.0, // 0 + 2.0 + ]); + mask = new Uint8Array([ + 1, // 4 + 1, + 0, // 3 + 0, + 0, // 2 + 0, + 0, // 1 + 0, + 0, // 0 + 0 + ]); + + v = smskmidrange( 5, x, -2, 8, mask, -2, 8 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports `offset` parameters', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 2.0, + 1.0, // 0 + 2.0, + -2.0, // 1 + -2.0, + 2.0, // 2 + 3.0, + 4.0, // 3 + 5.0, + 6.0 // 4 + ]); + mask = new Uint8Array([ + 0, + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 1, + 1 // 4 + ]); + + v = smskmidrange( 5, x, 2, 1, mask, 2, 1 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.js new file mode 100644 index 000000000000..a0e065657717 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.js @@ -0,0 +1,246 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var isPositiveZerof = require( '@stdlib/math/base/assert/is-positive-zerof' ); +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); +var smskmidrange = require( './../lib/smskmidrange.js' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof smskmidrange, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function has an arity of 5', function test( t ) { + t.strictEqual( smskmidrange.length, 5, 'has expected arity' ); + t.end(); +}); + +tape( 'the function calculates the mid-range of a strided array according to a mask', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, NaN, 5.0, 0.0, 3.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 1, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( v, 0.5, 'returns expected value' ); + + x = new Float32Array( [ -4.0, NaN, -5.0 ] ); + mask = new Uint8Array( [ 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( v, -4.5, 'returns expected value' ); + + x = new Float32Array( [ -0.0, 0.0, NaN, -0.0 ] ); + mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isPositiveZerof( v ), true, 'returns expected value' ); + + x = new Float32Array( [ -4.0, 0.0, NaN, 5.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter less than or equal to `0`, the function returns `NaN`', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 0, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + v = smskmidrange( -1, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter equal to `1`, the function returns the first indexed element', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 1, x, 1, mask, 1 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports `stride` parameters', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 1.0, // 0 + 2.0, + 2.0, // 1 + -7.0, + -2.0, // 2 + 3.0, + 4.0, // 3 + 2.0, + 5.0, // 4 + 6.0 + ]); + mask = new Uint8Array([ + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + v = smskmidrange( 5, x, 2, mask, 2 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports negative `stride` parameters', function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 5.0, // 4 + 6.0, + 1.0, // 3 + 2.0, + 2.0, // 2 + -7.0, + -2.0, // 1 + 3.0, + 4.0, // 0 + 2.0 + ]); + mask = new Uint8Array([ + 1, // 4 + 1, + 0, // 3 + 0, + 0, // 2 + 0, + 0, // 1 + 0, + 0, // 0 + 0 + ]); + + v = smskmidrange( 5, x, -2, mask, -2 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports view offsets', function test( t ) { + var mask0; + var mask1; + var x0; + var x1; + var v; + + x0 = new Float32Array([ + 2.0, + 1.0, // 0 + 2.0, + -2.0, // 1 + -2.0, + 2.0, // 2 + 3.0, + 4.0, // 3 + 6.0, + 5.0, // 4 + 6.0 + ]); + mask0 = new Uint8Array([ + 0, + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + mask1 = new Uint8Array( mask0.buffer, mask0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + + v = smskmidrange( 5, x1, 2, mask1, 2 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.native.js b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.native.js new file mode 100644 index 000000000000..b90dd4a7fcb6 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/strided/smskmidrange/test/test.smskmidrange.native.js @@ -0,0 +1,255 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2026 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. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var tape = require( 'tape' ); +var isnanf = require( '@stdlib/math/base/assert/is-nanf' ); +var isPositiveZerof = require( '@stdlib/math/base/assert/is-positive-zerof' ); +var Float32Array = require( '@stdlib/array/float32' ); +var Uint8Array = require( '@stdlib/array/uint8' ); +var tryRequire = require( '@stdlib/utils/try-require' ); + + +// VARIABLES // + +var smskmidrange = tryRequire( resolve( __dirname, './../lib/smskmidrange.native.js' ) ); +var opts = { + 'skip': ( smskmidrange instanceof Error ) +}; + + +// TESTS // + +tape( 'main export is a function', opts, function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof smskmidrange, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function has an arity of 5', opts, function test( t ) { + t.strictEqual( smskmidrange.length, 5, 'has expected arity' ); + t.end(); +}); + +tape( 'the function calculates the mid-range of a strided array according to a mask', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, NaN, 5.0, 0.0, 3.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 1, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( v, 0.5, 'returns expected value' ); + + x = new Float32Array( [ -4.0, NaN, -5.0 ] ); + mask = new Uint8Array( [ 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( v, -4.5, 'returns expected value' ); + + x = new Float32Array( [ -0.0, 0.0, NaN, -0.0 ] ); + mask = new Uint8Array( [ 0, 0, 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isPositiveZerof( v ), true, 'returns expected value' ); + + x = new Float32Array( [ -4.0, 0.0, NaN, 5.0 ] ); + mask = new Uint8Array( [ 0, 0, 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN ] ); + mask = new Uint8Array( [ 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 1, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 1 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + x = new Float32Array( [ NaN, NaN ] ); + mask = new Uint8Array( [ 0, 0 ] ); + v = smskmidrange( x.length, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter less than or equal to `0`, the function returns `NaN`', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 0, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + v = smskmidrange( -1, x, 1, mask, 1 ); + t.strictEqual( isnanf( v ), true, 'returns expected value' ); + + t.end(); +}); + +tape( 'if provided an `N` parameter equal to `1`, the function returns the first indexed element', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array( [ 1.0, -2.0, -4.0, 5.0, 3.0 ] ); + mask = new Uint8Array( x.length ); + + v = smskmidrange( 1, x, 1, mask, 1 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +}); + +tape( 'the function supports `stride` parameters', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 1.0, // 0 + 2.0, + 2.0, // 1 + -7.0, + -2.0, // 2 + 3.0, + 4.0, // 3 + 2.0, + 5.0, // 4 + 6.0 + ]); + mask = new Uint8Array([ + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + v = smskmidrange( 5, x, 2, mask, 2 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports negative `stride` parameters', opts, function test( t ) { + var mask; + var x; + var v; + + x = new Float32Array([ + 5.0, // 4 + 6.0, + 1.0, // 3 + 2.0, + 2.0, // 2 + -7.0, + -2.0, // 1 + 3.0, + 4.0, // 0 + 2.0 + ]); + mask = new Uint8Array([ + 1, // 4 + 1, + 0, // 3 + 0, + 0, // 2 + 0, + 0, // 1 + 0, + 0, // 0 + 0 + ]); + + v = smskmidrange( 5, x, -2, mask, -2 ); + + t.strictEqual( v, 1.0, 'returns expected value' ); + t.end(); +}); + +tape( 'the function supports view offsets', opts, function test( t ) { + var mask0; + var mask1; + var x0; + var x1; + var v; + + x0 = new Float32Array([ + 2.0, + 1.0, // 0 + 2.0, + -2.0, // 1 + -2.0, + 2.0, // 2 + 3.0, + 4.0, // 3 + 6.0, + 5.0, // 4 + 6.0 + ]); + mask0 = new Uint8Array([ + 0, + 0, // 0 + 0, + 0, // 1 + 0, + 0, // 2 + 0, + 0, // 3 + 0, + 1, // 4 + 1 + ]); + + x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + mask1 = new Uint8Array( mask0.buffer, mask0.BYTES_PER_ELEMENT*1 ); // start at 2nd element + + v = smskmidrange( 5, x1, 2, mask1, 2 ); + t.strictEqual( v, 1.0, 'returns expected value' ); + + t.end(); +});