time-to-botec

Benchmark sampling in different programming languages
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README.md (5207B)


      1 <!--
      2 
      3 @license Apache-2.0
      4 
      5 Copyright (c) 2021 The Stdlib Authors.
      6 
      7 Licensed under the Apache License, Version 2.0 (the "License");
      8 you may not use this file except in compliance with the License.
      9 You may obtain a copy of the License at
     10 
     11    http://www.apache.org/licenses/LICENSE-2.0
     12 
     13 Unless required by applicable law or agreed to in writing, software
     14 distributed under the License is distributed on an "AS IS" BASIS,
     15 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     16 See the License for the specific language governing permissions and
     17 limitations under the License.
     18 
     19 -->
     20 
     21 # Serialize Meta Data
     22 
     23 > Serialize [ndarray][@stdlib/ndarray/ctor] meta data.
     24 
     25 <!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
     26 
     27 <section class="intro">
     28 
     29 </section>
     30 
     31 <!-- /.intro -->
     32 
     33 <!-- Package usage documentation. -->
     34 
     35 <section class="usage">
     36 
     37 ## Usage
     38 
     39 ```javascript
     40 var serialize = require( '@stdlib/ndarray/base/serialize-meta-data' );
     41 ```
     42 
     43 #### serialize( x )
     44 
     45 Serializes [ndarray][@stdlib/ndarray/ctor] meta data.
     46 
     47 ```javascript
     48 var array = require( '@stdlib/ndarray/array' );
     49 
     50 var arr = array( [ [ 1, 2 ], [ 3, 4 ] ] );
     51 var dv = serialize( arr );
     52 // returns <DataView>
     53 ```
     54 
     55 </section>
     56 
     57 <!-- /.usage -->
     58 
     59 <!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
     60 
     61 <section class="notes">
     62 
     63 ## Notes
     64 
     65 -   Serialization is performed according to host byte order (endianness).
     66 
     67 -   Meta data format:
     68 
     69     ```text
     70     | endianness (1 byte) | <dtype> (2 bytes) | <ndims> (8 bytes) | <shape> (ndims*8 bytes) | <strides> (ndims*8 bytes) | <offset> (8 bytes) | <order> (1 byte) | <mode> (1 byte) | <nsubmodes> (8 bytes) | <submodes> (nsubmodes*1 bytes) |
     71     ```
     72 
     73     which translates to the following `ArrayBuffer` layout:
     74 
     75     ```text
     76     ArrayBuffer[
     77         <endianness>[int8],
     78         <dtype>[int16],
     79         <ndims>[int64],
     80         <shape>[ndims*int64],
     81         <strides>[ndims*int64],
     82         <offset>[int64],
     83         <order>[int8],
     84         <mode>[int8],
     85         <nsubmodes>[int64],
     86         <submodes>[nsubmodes*int8]
     87     ]
     88     ```
     89 
     90     where `strides` and `offset` are in units of bytes.
     91 
     92 -   If the endianness is `1`, the byte order is little endian. If the endianness is `0`, the byte order is big endian.
     93 
     94 -   Buffer length:
     95 
     96     ```text
     97     1 + 2 + 8 + (ndims*8) + (ndims*8) + 8 + 1 + 1 + 8 + (nsubmodes*1) = 29 + (ndims*16) + nsubmodes
     98     ```
     99 
    100     For example, consider a three-dimensional [ndarray][@stdlib/ndarray/ctor] with one subscript index mode (submode):
    101 
    102     ```text
    103     29 + (3*16) + 1 = 78 bytes
    104     ```
    105 
    106 </section>
    107 
    108 <!-- /.notes -->
    109 
    110 <!-- Package usage examples. -->
    111 
    112 <section class="examples">
    113 
    114 ## Examples
    115 
    116 <!-- eslint no-undef: "error" -->
    117 
    118 ```javascript
    119 var IS_LITTLE_ENDIAN = require( '@stdlib/assert/is-little-endian' );
    120 var array = require( '@stdlib/ndarray/array' );
    121 var Uint8Array = require( '@stdlib/array/uint8' );
    122 var fromInt64Bytes = require( '@stdlib/number/float64/base/from-int64-bytes' );
    123 var serialize = require( '@stdlib/ndarray/base/serialize-meta-data' );
    124 
    125 // Create an ndarray:
    126 var x = array( [ [ 1, 2 ], [ 3, 4 ] ] );
    127 
    128 // Print various properties:
    129 console.log( 'dtype: %s', x.dtype );
    130 console.log( 'ndims: %d', x.ndims );
    131 console.log( 'shape: [ %s ]', x.shape.join( ', ' ) );
    132 console.log( 'strides: [ %s ]', x.strides.join( ', ' ) );
    133 console.log( 'offset: %d', x.offset );
    134 console.log( 'order: %s', x.order );
    135 
    136 // Serialize ndarray meta data to a DataView:
    137 var dv = serialize( x );
    138 // returns <DataView>
    139 
    140 // Create a Uint8Array view:
    141 var bytes = new Uint8Array( dv.buffer );
    142 
    143 // Extract the data type (enum):
    144 var dtype = dv.getInt16( 1, IS_LITTLE_ENDIAN );
    145 console.log( 'dtype (enum): %d', dtype );
    146 
    147 // Extract the number of dimensions:
    148 var ndims = fromInt64Bytes( bytes, 1, 3 );
    149 console.log( 'ndims: %d', ndims );
    150 
    151 // Extract the shape:
    152 var shape = [];
    153 var i;
    154 for ( i = 0; i < ndims; i++ ) {
    155     shape.push( fromInt64Bytes( bytes, 1, 11+(i*8) ) );
    156 }
    157 console.log( 'shape: [ %s ]', shape.join( ', ' ) );
    158 
    159 // Extract the strides (in units of bytes):
    160 var strides = [];
    161 for ( i = 0; i < ndims; i++ ) {
    162     strides.push( fromInt64Bytes( bytes, 1, 11+(ndims*8)+(i*8) ) );
    163 }
    164 console.log( 'strides (bytes): [ %s ]', strides.join( ', ' ) );
    165 
    166 // Extract the index offset (in bytes):
    167 var offset = fromInt64Bytes( bytes, 1, 11+(ndims*16) );
    168 console.log( 'offset (bytes): %d', offset );
    169 
    170 // Extract the order (enum):
    171 var order = dv.getInt8( 19+(ndims*16) );
    172 console.log( 'order (enum): %d', order );
    173 ```
    174 
    175 </section>
    176 
    177 <!-- /.examples -->
    178 
    179 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
    180 
    181 <section class="references">
    182 
    183 </section>
    184 
    185 <!-- /.references -->
    186 
    187 <!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
    188 
    189 <section class="links">
    190 
    191 [@stdlib/ndarray/ctor]: https://www.npmjs.com/package/@stdlib/ndarray/tree/main/ctor
    192 
    193 </section>
    194 
    195 <!-- /.links -->