using System;
using System.Collections.Generic;
using System.IO;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using NewLife.Algorithms;
using NewLife.Data;
using NewLife.IO;
using NewLife.Log;
using Xunit;
namespace XUnitTest.Algorithms
{
public class LTOBDownSamplingTests
{
[Fact]
public void Normal500()
{
var data = ReadPoints();
var ltob = new LTOBSampling();
var sampled = ltob.Down(data, 500);
Assert.NotNull(sampled);
Assert.Equal(500, sampled.Length);
//var k = 0;
//using var csv2 = new CsvFile("Algorithms/sampled.csv");
//while (true)
//{
// var line = csv2.ReadLine();
// if (line == null) break;
// Assert.Equal(line[0].ToInt(), sampled[k].Time);
// Assert.True(Math.Abs(line[1].ToDouble() - sampled[k].Value) < 0.0001);
// k++;
//}
WritePoints(sampled, ltob.AlignMode);
}
private TimePoint[] ReadPoints()
{
using var csv = new CsvFile("Algorithms/source.csv");
var data = new List<TimePoint>();
while (true)
{
var line = csv.ReadLine();
if (line == null) break;
data.Add(new TimePoint { Time = line[0].ToLong(), Value = line[1].ToDouble() });
}
return data.ToArray();
}
private void WritePoints(TimePoint[] data, AlignModes mode)
{
var f = $"Algorithms/ltob_{mode}_sampled.csv".GetFullPath();
if (File.Exists(f)) File.Delete(f);
using var csv = new CsvFile(f, true);
for (var i = 0; i < data.Length; i++)
{
csv.WriteLine(data[i].Time, data[i].Value);
}
csv.Dispose();
//XTrace.WriteLine(f);
}
[Fact]
public void AlignLeftTest()
{
var data = ReadPoints();
var ltob = new LTOBSampling { AlignMode = AlignModes.Left };
var sampled = ltob.Down(data, 100);
Assert.NotNull(sampled);
Assert.Equal(100, sampled.Length);
WritePoints(sampled, ltob.AlignMode);
}
[Fact]
public void AlignRightTest()
{
var data = ReadPoints();
var ltob = new LTOBSampling { AlignMode = AlignModes.Right };
var sampled = ltob.Down(data, 500);
Assert.NotNull(sampled);
Assert.Equal(500, sampled.Length);
WritePoints(sampled, ltob.AlignMode);
}
[Fact]
public void AlignCenterTest()
{
var data = ReadPoints();
var ltob = new LTOBSampling { AlignMode = AlignModes.Center };
var sampled = ltob.Down(data, 500);
Assert.NotNull(sampled);
Assert.Equal(500, sampled.Length);
WritePoints(sampled, ltob.AlignMode);
}
}
}
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