main.js (6727B)
1 /** 2 * @license Apache-2.0 3 * 4 * Copyright (c) 2018 The Stdlib Authors. 5 * 6 * Licensed under the Apache License, Version 2.0 (the "License"); 7 * you may not use this file except in compliance with the License. 8 * You may obtain a copy of the License at 9 * 10 * http://www.apache.org/licenses/LICENSE-2.0 11 * 12 * Unless required by applicable law or agreed to in writing, software 13 * distributed under the License is distributed on an "AS IS" BASIS, 14 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 * See the License for the specific language governing permissions and 16 * limitations under the License. 17 */ 18 19 'use strict'; 20 21 // MODULES // 22 23 var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); 24 var setReadOnlyAccessor = require( '@stdlib/utils/define-nonenumerable-read-only-accessor' ); 25 var setReadWriteAccessor = require( '@stdlib/utils/define-nonenumerable-read-write-accessor' ); 26 var constantFunction = require( '@stdlib/utils/constant-function' ); 27 var noop = require( '@stdlib/utils/noop' ); 28 var copy = require( '@stdlib/utils/copy' ); 29 var isPositiveNumber = require( '@stdlib/assert/is-positive-number' ).isPrimitive; 30 var isObject = require( '@stdlib/assert/is-plain-object' ); 31 var isNonNegativeInteger = require( '@stdlib/assert/is-nonnegative-integer' ).isPrimitive; 32 var hasOwnProp = require( '@stdlib/assert/has-own-property' ); 33 var MAX_VALUE = require( '@stdlib/constants/float64/max' ); 34 var rgamma = require( './../../../base/gamma' ).factory; 35 var iteratorSymbol = require( '@stdlib/symbol/iterator' ); 36 37 38 // MAIN // 39 40 /** 41 * Returns an iterator for generating pseudorandom numbers drawn from a gamma distribution. 42 * 43 * @param {PositiveNumber} alpha - shape parameter 44 * @param {PositiveNumber} beta - rate parameter 45 * @param {Options} [options] - function options 46 * @param {PRNG} [options.prng] - pseudorandom number generator which generates uniformly distributed pseudorandom numbers 47 * @param {PRNGSeedMT19937} [options.seed] - pseudorandom number generator seed 48 * @param {PRNGStateMT19937} [options.state] - pseudorandom number generator state 49 * @param {boolean} [options.copy=true] - boolean indicating whether to copy a provided pseudorandom number generator state 50 * @param {NonNegativeInteger} [options.iter] - number of iterations 51 * @throws {TypeError} `alpha` must be a positive number 52 * @throws {TypeError} `beta` must be a positive number 53 * @throws {TypeError} options argument must be an object 54 * @throws {TypeError} must provide valid options 55 * @throws {Error} must provide a valid state 56 * @returns {Iterator} iterator 57 * 58 * @example 59 * var iter = iterator( 2.0, 5.0 ); 60 * 61 * var r = iter.next().value; 62 * // returns <number> 63 * 64 * r = iter.next().value; 65 * // returns <number> 66 * 67 * r = iter.next().value; 68 * // returns <number> 69 * 70 * // ... 71 */ 72 function iterator( alpha, beta, options ) { 73 var opts; 74 var iter; 75 var rand; 76 var FLG; 77 var i; 78 if ( !isPositiveNumber( alpha ) ) { 79 throw new TypeError( 'invalid argument. First argument must be a positive number. Value: `'+alpha+'`.' ); 80 } 81 if ( !isPositiveNumber( beta ) ) { 82 throw new TypeError( 'invalid argument. Second argument must be a positive number. Value: `'+beta+'`.' ); 83 } 84 if ( arguments.length > 2 ) { 85 if ( !isObject( options ) ) { 86 throw new TypeError( 'invalid argument. Options argument must be an object. Value: `'+options+'`.' ); 87 } 88 opts = copy( options, 1 ); 89 if ( hasOwnProp( opts, 'iter' ) ) { 90 if ( !isNonNegativeInteger( opts.iter ) ) { 91 throw new TypeError( 'invalid option. `iter` option must be a nonnegative integer. Option: `'+opts.iter+'`.' ); 92 } 93 } else { 94 opts.iter = MAX_VALUE; 95 } 96 rand = rgamma( alpha, beta, opts ); 97 if ( opts.prng === void 0 && opts.copy !== false ) { 98 opts.state = rand.state; // cache a copy of the PRNG state 99 } 100 } else { 101 rand = rgamma( alpha, beta ); 102 opts = { 103 'iter': MAX_VALUE, 104 'state': rand.state // cache a copy of the PRNG state 105 }; 106 } 107 i = 0; 108 109 // Create an iterator protocol-compliant object: 110 iter = {}; 111 setReadOnly( iter, 'next', next ); 112 setReadOnly( iter, 'return', end ); 113 114 if ( opts && opts.prng ) { 115 setReadOnly( iter, 'seed', null ); 116 setReadOnly( iter, 'seedLength', null ); 117 setReadWriteAccessor( iter, 'state', constantFunction( null ), noop ); 118 setReadOnly( iter, 'stateLength', null ); 119 setReadOnly( iter, 'byteLength', null ); 120 } else { 121 setReadOnlyAccessor( iter, 'seed', getSeed ); 122 setReadOnlyAccessor( iter, 'seedLength', getSeedLength ); 123 setReadWriteAccessor( iter, 'state', getState, setState ); 124 setReadOnlyAccessor( iter, 'stateLength', getStateLength ); 125 setReadOnlyAccessor( iter, 'byteLength', getStateSize ); 126 } 127 setReadOnly( iter, 'PRNG', rand.PRNG ); 128 129 // If an environment supports `Symbol.iterator`, make the iterator iterable: 130 if ( iteratorSymbol ) { 131 setReadOnly( iter, iteratorSymbol, factory ); 132 } 133 return iter; 134 135 /** 136 * Returns an iterator protocol-compliant object containing the next iterated value. 137 * 138 * @private 139 * @returns {Object} iterator protocol-compliant object 140 */ 141 function next() { 142 i += 1; 143 if ( FLG || i > opts.iter ) { 144 return { 145 'done': true 146 }; 147 } 148 return { 149 'value': rand(), 150 'done': false 151 }; 152 } 153 154 /** 155 * Finishes an iterator. 156 * 157 * @private 158 * @param {*} [value] - value to return 159 * @returns {Object} iterator protocol-compliant object 160 */ 161 function end( value ) { 162 FLG = true; 163 if ( arguments.length ) { 164 return { 165 'value': value, 166 'done': true 167 }; 168 } 169 return { 170 'done': true 171 }; 172 } 173 174 /** 175 * Returns a new iterator. 176 * 177 * @private 178 * @returns {Iterator} iterator 179 */ 180 function factory() { 181 return iterator( alpha, beta, opts ); 182 } 183 184 /** 185 * Returns the PRNG seed. 186 * 187 * @private 188 * @returns {PRNGSeedMT19937} seed 189 */ 190 function getSeed() { 191 return rand.PRNG.seed; 192 } 193 194 /** 195 * Returns the PRNG seed length. 196 * 197 * @private 198 * @returns {PositiveInteger} seed length 199 */ 200 function getSeedLength() { 201 return rand.PRNG.seedLength; 202 } 203 204 /** 205 * Returns the PRNG state length. 206 * 207 * @private 208 * @returns {PositiveInteger} state length 209 */ 210 function getStateLength() { 211 return rand.PRNG.stateLength; 212 } 213 214 /** 215 * Returns the PRNG state size (in bytes). 216 * 217 * @private 218 * @returns {PositiveInteger} state size (in bytes) 219 */ 220 function getStateSize() { 221 return rand.PRNG.byteLength; 222 } 223 224 /** 225 * Returns the current pseudorandom number generator state. 226 * 227 * @private 228 * @returns {PRNGStateMT19937} current state 229 */ 230 function getState() { 231 return rand.PRNG.state; 232 } 233 234 /** 235 * Sets the pseudorandom number generator state. 236 * 237 * @private 238 * @param {PRNGStateMT19937} s - generator state 239 * @throws {Error} must provide a valid state 240 */ 241 function setState( s ) { 242 rand.PRNG.state = s; 243 } 244 } 245 246 247 // EXPORTS // 248 249 module.exports = iterator;