// 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::arithmetic::traits::UnsignedAbs; use malachite_base::num::basic::signeds::PrimitiveSigned; use malachite_base::num::basic::unsigneds::PrimitiveUnsigned; use malachite_base::num::conversion::traits::WrappingFrom; use malachite_base::num::float::NiceFloat; use malachite_base::num::random::geometric::geometric_random_signed_inclusive_range; use malachite_base::random::EXAMPLE_SEED; use malachite_base::test_util::stats::moments::{ double_truncated_geometric_dist_assertions, negative_truncated_geometric_dist_assertions, truncated_geometric_dist_assertions, CheckedToF64, MomentStats, }; use std::panic::catch_unwind; fn geometric_random_signed_inclusive_range_helper< U: CheckedToF64 + PrimitiveUnsigned, S: CheckedToF64 + PrimitiveSigned + UnsignedAbs + WrappingFrom<::Output>, >( a: S, b: S, abs_um_numerator: u64, abs_um_denominator: u64, expected_values: &[S], expected_common_values: &[(S, usize)], expected_natural_mean: Option>, expected_pop_median: (S, Option), expected_sample_median: (S, Option), expected_pop_moment_stats: MomentStats, expected_sample_moment_stats: MomentStats, ) { let xs = geometric_random_signed_inclusive_range::( EXAMPLE_SEED, a, b, abs_um_numerator, abs_um_denominator, ); if a >= S::ZERO { assert!(expected_natural_mean.is_none()); truncated_geometric_dist_assertions( xs, a, b, abs_um_numerator, abs_um_denominator, expected_values, expected_common_values, expected_pop_median, expected_sample_median, expected_pop_moment_stats, expected_sample_moment_stats, ); } else if b <= S::ONE { assert!(expected_natural_mean.is_none()); negative_truncated_geometric_dist_assertions( xs, b, a, abs_um_numerator, abs_um_denominator, expected_values, expected_common_values, expected_pop_median, expected_sample_median, expected_pop_moment_stats, expected_sample_moment_stats, ); } else { double_truncated_geometric_dist_assertions( xs, a, b, abs_um_numerator, abs_um_denominator, expected_values, expected_common_values, expected_natural_mean.unwrap(), expected_pop_median, expected_sample_median, expected_pop_moment_stats, expected_sample_moment_stats, ); } } #[test] fn test_geometric_random_signed_inclusive_range() { // i8, 5, 5, um = 10 (um is irrelevant here) let values = &[5; 20]; let common_values = &[(5, 1000000)]; let pop_median = (5, None); let sample_median = (5, None); let pop_moment_stats = MomentStats { mean: NiceFloat(5.0), standard_deviation: NiceFloat(0.0), skewness: NiceFloat(f64::NAN), excess_kurtosis: NiceFloat(f64::NAN), }; let sample_moment_stats = MomentStats { mean: NiceFloat(5.0), standard_deviation: NiceFloat(0.0), skewness: NiceFloat(f64::NAN), excess_kurtosis: NiceFloat(f64::NAN), }; geometric_random_signed_inclusive_range_helper::<_, i8>( 5, 5, 10, 1, values, common_values, None, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // i16, 1, 6, um = 3 let values = &[2, 5, 2, 3, 4, 2, 5, 6, 1, 2, 4, 3, 3, 2, 4, 2, 5, 1, 5, 4]; let common_values = &[(1, 365286), (2, 243368), (3, 162008), (4, 108422), (5, 72522), (6, 48394)]; let pop_median = (2, None); let sample_median = (2, None); let pop_moment_stats = MomentStats { mean: NiceFloat(2.4225563909774435), standard_deviation: NiceFloat(1.4838791137635392), skewness: NiceFloat(0.8646161570662343), excess_kurtosis: NiceFloat(-0.2650814667635877), }; let sample_moment_stats = MomentStats { mean: NiceFloat(2.4247080000000336), standard_deviation: NiceFloat(1.4858025852532333), skewness: NiceFloat(0.8627980859656847), excess_kurtosis: NiceFloat(-0.27185507049284263), }; geometric_random_signed_inclusive_range_helper::<_, i16>( 1, 6, 3, 1, values, common_values, None, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // i32, 10, 19, um = 30 let values = &[18, 13, 12, 14, 11, 14, 16, 12, 12, 12, 11, 11, 12, 16, 10, 12, 13, 17, 19, 18]; let common_values = &[ (10, 123089), (11, 117792), (12, 111339), (13, 106927), (14, 102009), (15, 96319), (16, 92170), (17, 86830), (18, 83895), (19, 79630), ]; let pop_median = (14, None); let sample_median = (14, None); let pop_moment_stats = MomentStats { mean: NiceFloat(14.099085006908673), standard_deviation: NiceFloat(2.8551273967321666), skewness: NiceFloat(0.17141556508548922), excess_kurtosis: NiceFloat(-1.1843121480092598), }; let sample_moment_stats = MomentStats { mean: NiceFloat(14.099542000000508), standard_deviation: NiceFloat(2.8550785526337443), skewness: NiceFloat(0.17230969046968866), excess_kurtosis: NiceFloat(-1.183362703825652), }; geometric_random_signed_inclusive_range_helper::<_, i32>( 10, 19, 30, 1, values, common_values, None, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // i64, -20, -11, um = 30 let values = &[ -17, -14, -12, -14, -12, -15, -16, -13, -12, -13, -19, -11, -11, -17, -11, -19, -13, -16, -20, -19, ]; let common_values = &[ (-11, 124528), (-12, 118758), (-13, 112479), (-14, 107215), (-15, 101400), (-16, 96120), (-17, 91622), (-18, 86347), (-19, 82852), (-20, 78679), ]; let pop_median = (-15, None); let sample_median = (-15, None); let pop_moment_stats = MomentStats { mean: NiceFloat(-15.078692813090253), standard_deviation: NiceFloat(2.853334884793182), skewness: NiceFloat(-0.18019334055480088), excess_kurtosis: NiceFloat(-1.1801134249293568), }; let sample_moment_stats = MomentStats { mean: NiceFloat(-15.076649000000186), standard_deviation: NiceFloat(2.8539222266332365), skewness: NiceFloat(-0.18245914264956217), excess_kurtosis: NiceFloat(-1.1796684829530097), }; geometric_random_signed_inclusive_range_helper::<_, i64>( -20, -11, 30, 1, values, common_values, None, pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // i8, -100, 99, um = 30 let values = &[-32, -31, -88, 52, -40, 64, -36, -1, -7, 46, 14, 48, -61, -60, 21, -55, -69, -26, -44, 6]; let common_values = &[ (0, 16949), (-1, 16668), (1, 16340), (-2, 15893), (2, 15885), (-3, 15421), (3, 15350), (4, 14937), (-4, 14913), (5, 14576), ]; let pop_median = (0, None); let sample_median = (0, None); let pop_moment_stats = MomentStats { mean: NiceFloat(-0.06416536680865222), standard_deviation: NiceFloat(35.06981580711165), skewness: NiceFloat(-0.009387535787624381), excess_kurtosis: NiceFloat(0.331207115680745), }; let sample_moment_stats = MomentStats { mean: NiceFloat(-0.031523999999998706), standard_deviation: NiceFloat(34.99870187802065), skewness: NiceFloat(-0.009330685977635587), excess_kurtosis: NiceFloat(0.33242667080464994), }; geometric_random_signed_inclusive_range_helper::<_, i8>( -100, 99, 30, 1, values, common_values, Some(NiceFloat(26.065423999999997)), pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); // i8, i8::MIN, i8::MAX, um = 30 let values = &[-32, -31, -88, 52, -40, 64, -36, -1, -7, 46, 14, 48, -61, -60, 21, -55, -69, -26, -44, 6]; let common_values = &[ (0, 16612), (1, 16170), (-1, 16142), (2, 15527), (-2, 15450), (-3, 15004), (3, 14998), (4, 14694), (-4, 14522), (5, 14226), ]; let pop_median = (0, None); let sample_median = (0, None); let pop_moment_stats = MomentStats { mean: NiceFloat(-0.03203944371479178), standard_deviation: NiceFloat(38.608914337623204), skewness: NiceFloat(-0.006631455473213565), excess_kurtosis: NiceFloat(0.885187645693085), }; let sample_moment_stats = MomentStats { mean: NiceFloat(0.006649000000000714), standard_deviation: NiceFloat(38.52435386760686), skewness: NiceFloat(-0.002824821494549616), excess_kurtosis: NiceFloat(0.8938770112620578), }; geometric_random_signed_inclusive_range_helper::<_, i8>( i8::MIN, i8::MAX, 30, 1, values, common_values, Some(NiceFloat(28.03693899999907)), pop_median, sample_median, pop_moment_stats, sample_moment_stats, ); } fn geometric_random_signed_inclusive_range_fail_helper() { assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::TWO, T::ONE, 1, 1 )); assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::ONE, T::ZERO, 1, 1 )); assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::ZERO, T::exact_from(10), 1, 0 )); assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::ONE, T::exact_from(10), 9, 10 )); assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::exact_from(-10), T::NEGATIVE_ONE, 9, 10 )); assert_panic!(geometric_random_signed_inclusive_range::( EXAMPLE_SEED, T::ZERO, T::exact_from(10), u64::MAX, u64::MAX - 1 )); } #[test] fn geometric_random_signed_inclusive_range_fail() { apply_fn_to_signeds!(geometric_random_signed_inclusive_range_fail_helper); }