// Copyright © 2024 Mikhail Hogrefe
//
// This file is part of Malachite.
//
// Malachite is free software: you can redistribute it and/or modify it under the terms of the GNU
// Lesser General Public License (LGPL) as published by the Free Software Foundation; either version
// 3 of the License, or (at your option) any later version. See .
use malachite_base::num::basic::unsigneds::PrimitiveUnsigned;
use malachite_base::num::float::NiceFloat;
use malachite_base::num::random::random_positive_unsigneds;
use malachite_base::random::EXAMPLE_SEED;
use malachite_base::test_util::stats::moments::{
uniform_primitive_int_assertions, CheckedToF64, MomentStats,
};
fn random_positive_unsigneds_helper(
expected_values: &[T],
expected_common_values: &[(T, usize)],
expected_pop_median: (T, Option),
expected_sample_median: (T, Option),
expected_pop_moment_stats: MomentStats,
expected_sample_moment_stats: MomentStats,
) {
uniform_primitive_int_assertions(
random_positive_unsigneds::(EXAMPLE_SEED),
T::ONE,
T::MAX,
expected_values,
expected_common_values,
expected_pop_median,
expected_sample_median,
expected_pop_moment_stats,
expected_sample_moment_stats,
);
}
#[test]
fn test_random_positive_unsigneds() {
// u8
let values = &[
113, 239, 69, 108, 228, 210, 168, 161, 87, 32, 110, 83, 188, 34, 89, 238, 93, 200, 149, 115,
];
let common_values = &[
(214, 4112),
(86, 4092),
(166, 4063),
(22, 4061),
(126, 4061),
(93, 4054),
(55, 4053),
(191, 4052),
(36, 4049),
(42, 4047),
];
let pop_median = (128, None);
let sample_median = (128, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(128.0),
standard_deviation: NiceFloat(73.6115932898254),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2000369094488188),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(127.95426100000232),
standard_deviation: NiceFloat(73.62056563848995),
skewness: NiceFloat(0.0005293443118466251),
excess_kurtosis: NiceFloat(-1.2003369218920343),
};
random_positive_unsigneds_helper::(
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u16
let values = &[
61297, 27717, 53988, 41384, 8279, 21358, 8892, 61017, 51293, 29589, 38333, 51673, 37493,
18463, 43415, 8622, 9735, 36945, 32584, 32881,
];
let common_values = &[
(27447, 34),
(5606, 33),
(5836, 33),
(50513, 33),
(64638, 33),
(3582, 32),
(19279, 32),
(20588, 32),
(27377, 32),
(40163, 32),
];
let pop_median = (32768, None);
let sample_median = (32764, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(32768.0),
standard_deviation: NiceFloat(18918.32494346861),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2000000005588105),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(32769.087121000004),
standard_deviation: NiceFloat(18919.668065423208),
skewness: NiceFloat(0.00005282326597264531),
excess_kurtosis: NiceFloat(-1.2002448370280603),
};
random_positive_unsigneds_helper::(
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u32
let values = &[
1816522609, 2712195812, 1399726167, 3998819004, 1939195997, 3386480061, 1210028661,
565094807, 2421237255, 2154921800, 1999530985, 4087616012, 4147883634, 3097538087,
4234421608, 1164671716, 2394159346, 3174951407, 130045419, 2998491848,
];
let common_values = &[
(20095656, 2),
(29107328, 2),
(83328146, 2),
(96543416, 2),
(109257003, 2),
(132308363, 2),
(140940582, 2),
(168698132, 2),
(182460287, 2),
(184573980, 2),
];
let pop_median = (2147483648, None);
let sample_median = (2150296456, Some(2150302375));
let pop_moment_stats = MomentStats {
mean: NiceFloat(2147483648.0),
standard_deviation: NiceFloat(1239850261.9644444),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(2148696150.6876254),
standard_deviation: NiceFloat(1239453907.667566),
skewness: NiceFloat(-0.0016842295222180032),
excess_kurtosis: NiceFloat(-1.2007050556559806),
};
random_positive_unsigneds_helper::(
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u64
let values = &[
11648792314704686961,
17174796846203019351,
14544821112490281053,
2427063716414460533,
9255318658858690055,
17556177092145474537,
13303824785927286386,
5002226935030621544,
13636312461848344818,
12878424424612648427,
13573831502926905428,
1513424385005459611,
2484972586252155822,
13072300245601619293,
4344958725064805398,
3252798961345668310,
10520651756201345771,
12379844438588545665,
6654913321726770291,
10505868200830584967,
];
let common_values = &[
(26914038281329, 1),
(32553719576594, 1),
(53892651831494, 1),
(66354421349686, 1),
(86226284907602, 1),
(89837182726049, 1),
(95691351770484, 1),
(166741761063383, 1),
(171574734234584, 1),
(212518263578065, 1),
];
let pop_median = (9223372036854775808, None);
let sample_median = (9228795451400314170, Some(9228799993322832549));
let pop_moment_stats = MomentStats {
mean: NiceFloat(9.223372036854776e18),
standard_deviation: NiceFloat(5.325116328314171e18),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(9.223151767642118e18),
standard_deviation: NiceFloat(5.323459825978695e18),
skewness: NiceFloat(-0.0007960342667556958),
excess_kurtosis: NiceFloat(-1.2005689675667335),
};
random_positive_unsigneds_helper::(
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u128
let values = &[
316819081939861044636107404782286008177,
44771423227283929645271838218448652381,
323854305731529921104946490224673891847,
92274800069126412258941638023956901490,
237564999433439714567249110498266052850,
27917752305106984883503397141734686804,
241141377085303586778938998836817083310,
60003549963171791765607325839025294358,
228367822030979405869278360636891890411,
193799061972845222683167418018286926963,
186696208941218647968078823625188059421,
33018320828004690757952445968579104952,
24887066387352849554815992782110776358,
79085537771456044427857440036467563654,
19637669411666889498466854442215856999,
237587532320755783035907621678835821469,
254983837845695498020527357238650572551,
272337383097469374367899988789175779695,
105189689748742230503365861545668092951,
258427395460299182237257690021561141080,
];
let common_values = &[
(68570815139656170990830410045915, 1),
(381682482227926990846204728028719, 1),
(565207126752383841908924745713103, 1),
(717866653939818807939025508430762, 1),
(775173738585689418081884794376186, 1),
(818497230601034032775791540657915, 1),
(1224023028796761386468452212527255, 1),
(1379103576141836593923341631562888, 1),
(1765193876177447622538546939111747, 1),
(2049979073093489039458791025727172, 1),
];
let pop_median = (170141183460469231731687303715884105728, None);
let sample_median = (
170151864710150847082485192587168481404,
Some(170151925651660504506169909296979843840),
);
let pop_moment_stats = MomentStats {
mean: NiceFloat(1.7014118346046923e38),
standard_deviation: NiceFloat(9.82310580711434e37),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(1.702375633317502e38),
standard_deviation: NiceFloat(9.815169783582294e37),
skewness: NiceFloat(-0.0005571163134867303),
excess_kurtosis: NiceFloat(-1.1992896928276262),
};
random_positive_unsigneds_helper::(
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
}