// 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_unsigneds_less_than;
use malachite_base::random::EXAMPLE_SEED;
use malachite_base::test_util::stats::moments::{
uniform_primitive_int_assertions, CheckedToF64, MomentStats,
};
use std::panic::catch_unwind;
fn random_unsigneds_less_than_helper(
limit: T,
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_unsigneds_less_than(EXAMPLE_SEED, limit),
T::ZERO,
limit.wrapping_sub(T::ONE),
expected_values,
expected_common_values,
expected_pop_median,
expected_sample_median,
expected_pop_moment_stats,
expected_sample_moment_stats,
);
}
#[test]
fn test_random_unsigneds_less_than() {
// u8, limit = 1
let values = &[0; 20];
let common_values = &[(0, 1000000)];
let pop_median = (0, None);
let sample_median = (0, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(0.0),
standard_deviation: NiceFloat(0.0),
skewness: NiceFloat(f64::NAN),
excess_kurtosis: NiceFloat(f64::NAN),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(0.0),
standard_deviation: NiceFloat(0.0),
skewness: NiceFloat(f64::NAN),
excess_kurtosis: NiceFloat(f64::NAN),
};
random_unsigneds_less_than_helper::(
1,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u16, limit = 2
let values = &[1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 0];
let common_values = &[(1, 500473), (0, 499527)];
let pop_median = (0, Some(1));
let sample_median = (1, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(0.5),
standard_deviation: NiceFloat(0.5),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.9999999999999998),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(0.5004730000000077),
standard_deviation: NiceFloat(0.5000000262710417),
skewness: NiceFloat(-0.0018920008465908307),
excess_kurtosis: NiceFloat(-1.999996420332894),
};
random_unsigneds_less_than_helper::(
2,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u32, limit = 3
let values = &[1, 0, 1, 2, 1, 1, 0, 1, 0, 2, 1, 0, 1, 2, 2, 0, 1, 0, 2, 2];
let common_values = &[(1, 333784), (2, 333516), (0, 332700)];
let pop_median = (1, None);
let sample_median = (1, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(1.0),
standard_deviation: NiceFloat(0.816496580927726),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.5),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(1.0008159999999369),
standard_deviation: NiceFloat(0.8162205586482172),
skewness: NiceFloat(-0.0014985805078073927),
excess_kurtosis: NiceFloat(-1.498982317720307),
};
random_unsigneds_less_than_helper::(
3,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u64, limit = 4
let values = &[1, 0, 3, 1, 3, 3, 2, 3, 1, 1, 0, 1, 0, 3, 2, 1, 0, 1, 2, 3];
let common_values = &[(1, 250314), (3, 250015), (2, 249955), (0, 249716)];
let pop_median = (1, Some(2));
let sample_median = (1, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(1.5),
standard_deviation: NiceFloat(1.118033988749895),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.3599999999999999),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(1.5002690000000294),
standard_deviation: NiceFloat(1.117793888470597),
skewness: NiceFloat(-0.00003155128630032229),
excess_kurtosis: NiceFloat(-1.3594490446207492),
};
random_unsigneds_less_than_helper::(
4,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
// u128, limit = 10
let values = &[1, 7, 5, 4, 6, 4, 2, 8, 1, 7, 5, 0, 2, 6, 3, 5, 2, 2, 9, 5];
let common_values = &[
(5, 100442),
(2, 100144),
(6, 100118),
(8, 100047),
(1, 100023),
(4, 100011),
(0, 99996),
(9, 99936),
(7, 99715),
(3, 99568),
];
let pop_median = (4, Some(5));
let sample_median = (5, None);
let pop_moment_stats = MomentStats {
mean: NiceFloat(4.5),
standard_deviation: NiceFloat(2.8722813232690143),
skewness: NiceFloat(0.0),
excess_kurtosis: NiceFloat(-1.2242424242424241),
};
let sample_moment_stats = MomentStats {
mean: NiceFloat(4.499781999999947),
standard_deviation: NiceFloat(2.8719356191409156),
skewness: NiceFloat(-0.00016199543215745585),
excess_kurtosis: NiceFloat(-1.2237431734377897),
};
random_unsigneds_less_than_helper::(
10,
values,
common_values,
pop_median,
sample_median,
pop_moment_stats,
sample_moment_stats,
);
}
fn random_unsigneds_less_than_fail_helper() {
assert_panic!(random_unsigneds_less_than::(EXAMPLE_SEED, T::ZERO));
}
#[test]
fn random_unsigneds_less_than_fail() {
apply_fn_to_unsigneds!(random_unsigneds_less_than_fail_helper);
}