FastRng/FastRngTests/MultiThreadedRngTests.cs

using System;
using System.Diagnostics.CodeAnalysis;
using System.Threading;
using System.Threading.Tasks;
using FastRng;
using FastRng.Distributions;
using NUnit.Framework;

namespace FastRngTests
{
    [ExcludeFromCodeCoverage]
    public class MultiThreadedRngTests
    {
        private readonly IRandom rng = new MultiThreadedRng();
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange01Uint()
        {
            var dist = new Uniform(this.rng);
            for (uint n = 0; n < 1_000_000; n++)
                Assert.That(await dist.NextNumber(n, 100_000 + n), Is.InRange(n, 100_000 + n));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange01Ulong()
        {
            var dist = new Uniform(this.rng);
            for (ulong n = 0; n < 1_000_000; n++)
                Assert.That(await dist.NextNumber(n, 100_000 + n), Is.InRange(n, 100_000 + n));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange01Float()
        {
            var dist = new Uniform(this.rng);
            for (var n = 0.0f; n < 1e6f; n++)
                Assert.That(await dist.NextNumber(n, 100_000 + n), Is.InRange(n, 100_000 + n));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange02Uint()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5, 5), Is.EqualTo(5));
            Assert.That(await dist.NextNumber(0, 0), Is.EqualTo(0));
            Assert.That(await dist.NextNumber(3_000_000_000, 3_000_000_000), Is.EqualTo(3_000_000_000));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange02Ulong()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5UL, 5), Is.EqualTo(5));
            Assert.That(await dist.NextNumber(0UL, 0), Is.EqualTo(0));
            Assert.That(await dist.NextNumber(3_000_000_000UL, 3_000_000_000), Is.EqualTo(3_000_000_000));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange02Float()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5f, 5f), Is.EqualTo(5));
            Assert.That(await dist.NextNumber(0f, 0f), Is.EqualTo(0));
            Assert.That(await dist.NextNumber(3e9f, 3e9f), Is.EqualTo(3e9f));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange03Uint()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5, 6), Is.InRange(5, 6));
            Assert.That(await dist.NextNumber(0, 1), Is.InRange(0, 1));
            Assert.That(await dist.NextNumber(3_000_000_000, 3_000_000_002), Is.InRange(3_000_000_000, 3_000_000_002));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange03Ulong()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5UL, 6), Is.InRange(5, 6));
            Assert.That(await dist.NextNumber(0UL, 1), Is.InRange(0, 1));
            Assert.That(await dist.NextNumber(3_000_000_000UL, 3_000_000_002), Is.InRange(3_000_000_000, 3_000_000_002));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange03Float()
        {
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(5f, 6f), Is.InRange(5f, 6f));
            Assert.That(await dist.NextNumber(0f, 1f), Is.InRange(0f, 1f));
            Assert.That(await dist.NextNumber(3e9f, 3e9f+2f), Is.InRange(3e9f, 3e9f+2f));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange04Uint()
        {
            var distUniform = new Uniform(this.rng);
            var distNormal = new NormalS02M05(this.rng);
            
            Assert.That(await distUniform.NextNumber(10, 1), Is.InRange(1, 10));
            Assert.That(await distNormal.NextNumber(10, 1), Is.InRange(1, 10));
            
            Assert.That(await distUniform.NextNumber(20, 1), Is.InRange(1, 20));
            Assert.That(await distNormal.NextNumber(20, 1), Is.InRange(1, 20));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange04Ulong()
        {
            var distUniform = new Uniform(this.rng);
            var distNormal = new NormalS02M05(this.rng);
            
            Assert.That(await distUniform.NextNumber(10UL, 1), Is.InRange(1, 10));
            Assert.That(await distNormal.NextNumber(10UL, 1), Is.InRange(1, 10));
            
            Assert.That(await distUniform.NextNumber(20UL, 1), Is.InRange(1, 20));
            Assert.That(await distNormal.NextNumber(20UL, 1), Is.InRange(1, 20));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestRange04Float()
        {
            var distUniform = new Uniform(this.rng);
            var distNormal = new NormalS02M05(this.rng);
            
            Assert.That(await distUniform.NextNumber(10.0f, 1), Is.InRange(1, 10));
            Assert.That(await distNormal.NextNumber(10.0f, 1), Is.InRange(1, 10));
            
            Assert.That(await distUniform.NextNumber(20.0f, 1), Is.InRange(1, 20));
            Assert.That(await distNormal.NextNumber(20.0f, 1), Is.InRange(1, 20));
        }
        
        [Test]
        [Category(TestCategories.LONG_RUNNING)]
        public async Task TestRange05()
        {
            var distUniform = new Uniform(this.rng);
            var distLorentz = new CauchyLorentzX1(this.rng);

            var rngContains0 = false;
            var rngContains1 = false;
            
            var uniformContains0 = false;
            var uniformContains1 = false;
            
            var lorentzContains0 = false;
            var lorentzContains1 = false;

            for (int i = 0; i < 100_000_000; i++)
            {
                var rngValue = await this.rng.GetUniform();
                var uniform = await distUniform.NextNumber();
                var lorentz = await distLorentz.NextNumber();

                switch (rngValue)
                {
                    case 0.0f:
                        rngContains0 = true;
                        break;
                    case 1.0f:
                        rngContains1 = true;
                        break;
                }
                
                switch (uniform)
                {
                    case 0.0f:
                        uniformContains0 = true;
                        break;
                    case 1.0f:
                        uniformContains1 = true;
                        break;
                }
                
                switch (lorentz)
                {
                    case 0.0f:
                        lorentzContains0 = true;
                        break;
                    case 1.0f:
                        lorentzContains1 = true;
                        break;
                }
            }
            
            TestContext.WriteLine($"Uniform generator contained 0? {rngContains0} (expected=false)");
            TestContext.WriteLine($"Uniform generator contained 1? {rngContains1} (expected=true)");
            TestContext.WriteLine($"Uniform distribution contained 0? {uniformContains0} (expected=false)");
            TestContext.WriteLine($"Uniform distribution contained 1? {uniformContains1} (expected=true)");
            TestContext.WriteLine($"Lorentz distribution contained 0? {lorentzContains0} (expected=false)");
            TestContext.WriteLine($"Lorentz distribution contained 1? {lorentzContains1} (expected=true)");
            
            Assert.That(rngContains0, Is.False, "Uniform generator contained 0");
            Assert.That(rngContains1, Is.True, "Uniform generator does not contained 1");
            
            Assert.That(uniformContains0, Is.False, "Uniform distribution contained 0");
            Assert.That(uniformContains1, Is.True, "Uniform distribution does not contained 1");
            
            Assert.That(lorentzContains0, Is.False, "Lorentz distribution contained 0");
            Assert.That(lorentzContains1, Is.True, "Lorentz distribution does not contained 1");
        }

        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestStoppingProducers01()
        {
            var rng2 = new MultiThreadedRng();
            rng2.Dispose();

            var masterToken = new CancellationTokenSource(TimeSpan.FromSeconds(16)).Token;
            var wasCanceled = false;
            
            while(true)
            {
                var tokenSource = new CancellationTokenSource(TimeSpan.FromSeconds(3));
                await rng2.GetUniform(tokenSource.Token);
                if (tokenSource.IsCancellationRequested)
                {
                    wasCanceled = true;
                    break;
                }

                if (masterToken.IsCancellationRequested)
                {
                    break;
                }
            }
            
            Assert.That(masterToken.IsCancellationRequested, Is.False, "Master token was used to stop test");
            Assert.That(wasCanceled, Is.True, "The consumer was not canceled");
            
            var tokenSource2 = new CancellationTokenSource(TimeSpan.FromSeconds(3));
            await new NormalS02M05(rng2).NextNumber(tokenSource2.Token);
            Assert.That(tokenSource2.IsCancellationRequested, Is.True);
            
            tokenSource2 = new CancellationTokenSource(TimeSpan.FromSeconds(3));
            await new NormalS02M05(rng2).NextNumber(-1f, 1f, tokenSource2.Token);
            Assert.That(tokenSource2.IsCancellationRequested, Is.True);
            
            tokenSource2 = new CancellationTokenSource(TimeSpan.FromSeconds(3));
            await new NormalS02M05(rng2).NextNumber(0u, 6u, tokenSource2.Token);
            Assert.That(tokenSource2.IsCancellationRequested, Is.True);
            
            tokenSource2 = new CancellationTokenSource(TimeSpan.FromSeconds(3));
            await new NormalS02M05(rng2).NextNumber(0ul, 6ul, tokenSource2.Token);
            Assert.That(tokenSource2.IsCancellationRequested, Is.True);
        }

        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task OneSeed01()
        {
            using var rng1 = new MultiThreadedRng(6);
            using var rng2 = new MultiThreadedRng(6);
            using var rng3 = new MultiThreadedRng(7);

            var rng1Sample = new float[10];
            for (var n = 0; n < rng1Sample.Length; n++)
                rng1Sample[n] = await rng1.GetUniform();
            
            var rng2Sample = new float[10];
            for (var n = 0; n < rng2Sample.Length; n++)
                rng2Sample[n] = await rng2.GetUniform();
            
            var rng3Sample = new float[10];
            for (var n = 0; n < rng3Sample.Length; n++)
                rng3Sample[n] = await rng3.GetUniform();

            Assert.That(rng1Sample, Is.EquivalentTo(rng2Sample));
            Assert.That(rng1Sample, Is.Not.EquivalentTo(rng3Sample));
            Assert.That(rng2Sample, Is.Not.EquivalentTo(rng3Sample));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TwoSeeds01()
        {
            using var rng1 = new MultiThreadedRng(3, 6);
            using var rng2 = new MultiThreadedRng(3, 6);
            using var rng3 = new MultiThreadedRng(3, 7);
            using var rng4 = new MultiThreadedRng(6, 3);

            var rng1Sample = new float[10];
            for (var n = 0; n < rng1Sample.Length; n++)
                rng1Sample[n] = await rng1.GetUniform();

            var rng2Sample = new float[10];
            for (var n = 0; n < rng2Sample.Length; n++)
                rng2Sample[n] = await rng2.GetUniform();
            
            var rng3Sample = new float[10];
            for (var n = 0; n < rng3Sample.Length; n++)
                rng3Sample[n] = await rng3.GetUniform();
            
            var rng4Sample = new float[10];
            for (var n = 0; n < rng4Sample.Length; n++)
                rng4Sample[n] = await rng4.GetUniform();

            Assert.That(rng1Sample, Is.EquivalentTo(rng2Sample));
            Assert.That(rng1Sample, Is.Not.EquivalentTo(rng3Sample));
            Assert.That(rng1Sample, Is.Not.EquivalentTo(rng4Sample));
            Assert.That(rng2Sample, Is.Not.EquivalentTo(rng3Sample));
            Assert.That(rng2Sample, Is.Not.EquivalentTo(rng4Sample));
            Assert.That(rng3Sample, Is.Not.EquivalentTo(rng4Sample));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task NoSeed01()
        {
            using var rng1 = new MultiThreadedRng();
            using var rng2 = new MultiThreadedRng();
            using var rng3 = new MultiThreadedRng();

            var rng1Sample = new float[10];
            for (var n = 0; n < rng1Sample.Length; n++)
                rng1Sample[n] = await rng1.GetUniform();
            
            var rng2Sample = new float[10];
            for (var n = 0; n < rng2Sample.Length; n++)
                rng2Sample[n] = await rng2.GetUniform();
            
            var rng3Sample = new float[10];
            for (var n = 0; n < rng3Sample.Length; n++)
                rng3Sample[n] = await rng3.GetUniform();

            Assert.That(rng1Sample, Is.Not.EquivalentTo(rng2Sample));
            Assert.That(rng1Sample, Is.Not.EquivalentTo(rng3Sample));
            Assert.That(rng2Sample, Is.Not.EquivalentTo(rng3Sample));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestCancellation01()
        {
            var tokenSource = new CancellationTokenSource();
            var token = tokenSource.Token;
            tokenSource.Cancel();
            
            using var rng2 = new MultiThreadedRng();
            var dist = new Uniform(this.rng);
            Assert.That(await dist.NextNumber(1, 100_000, token), Is.EqualTo(0));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestCancellation02()
        {
            var tokenSource = new CancellationTokenSource();
            var token = tokenSource.Token;
            tokenSource.Cancel();
            
            using var rng2 = new MultiThreadedRng();
            Assert.That(await rng2.GetUniform(token), Is.NaN);
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic01()
        {
            using var rng2 = new MultiThreadedRng(16);
            
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.12712699).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.5764246).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.06033641).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.6822646).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.61201024).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.17746393).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.33456334).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.96167856).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.12944269).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.64489424).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.109665975).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.18188846).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.36097932).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.48192585).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.1617974).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.24791045).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.43913218).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.3343723).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.9428737).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.55195147).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.027495692).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.9621458).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.55794334).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.69002056).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.86020225).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.88220626).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.68816894).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.8583311).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.003915685).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.83575225).Within(1e-7f));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic02()
        {
            using var rng2 = new MultiThreadedRng(16);
            var dist = new Uniform(rng2);
            
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(13));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(58));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(6));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(68));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(61));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(18));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(34));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(96));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(13));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(64));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(19));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(36));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(48));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(17));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(25));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(44));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(34));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(94));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(55));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(96));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(56));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(69));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(86));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(88));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(69));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(85));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(83));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic03()
        {
            using var rng2 = new MultiThreadedRng(16);
            var dist = new CauchyLorentzX0(rng2);

            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(17));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(18));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(14));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(65));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(22));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(37));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(9));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(12));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(10));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(8));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(22));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(20));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(84));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(9));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(19));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(10));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(56));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic01b()
        {
            using var rng2 = new MultiThreadedRng(16, 362_436_069);
            
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.12712699).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.5764246).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.06033641).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.6822646).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.61201024).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.17746393).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.33456334).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.96167856).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.12944269).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.64489424).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.109665975).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.18188846).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.36097932).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.48192585).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.1617974).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.24791045).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.43913218).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.3343723).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.9428737).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.55195147).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.027495692).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.9621458).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.55794334).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.69002056).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.86020225).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.88220626).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.68816894).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.8583311).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.003915685).Within(1e-7f));
            Assert.That(await rng2.GetUniform(), Is.EqualTo(0.83575225).Within(1e-7f));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic02b()
        {
            using var rng2 = new MultiThreadedRng(16, 362_436_069);
            var dist = new Uniform(rng2);
            
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(13));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(58));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(6));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(68));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(61));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(18));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(34));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(96));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(13));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(64));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(19));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(36));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(48));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(17));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(25));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(44));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(34));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(94));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(55));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(96));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(56));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(69));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(86));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(88));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(69));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(85));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(83));
        }
        
        [Test]
        [Category(TestCategories.COVER)]
        [Category(TestCategories.NORMAL)]
        public async Task TestDeterministic03b()
        {
            using var rng2 = new MultiThreadedRng(16, 362_436_069);
            var dist = new CauchyLorentzX0(rng2);

            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(17));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(18));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(14));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(65));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(11));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(22));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(37));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(9));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(12));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(10));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(8));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(22));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(3));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(20));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(84));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(9));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(19));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(2));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(1));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(10));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(4));
            Assert.That(await dist.NextNumber(1, 100), Is.EqualTo(56));
        }
    }
}