public void CheckTimeSlots()
{
//Act
var timeSolt = CSVPRocessingMethods.GetSlots();
//Assert
Assert.IsNotNull(timeSolt);
Assert.AreEqual(24, timeSolt.Count);
}
public void CSVProcessingDataTest()
{
//Arrange
List <TaxiData> taxiDataSet = new List <TaxiData>
{
new TaxiData {
lpep_pickup_datetime = "1/1/2021 0:15", passenger_count = 23
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 0:50", passenger_count = 15
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 5:20", passenger_count = 12
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 0:02", passenger_count = 6
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 5:45", passenger_count = 25
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 2:05", passenger_count = 9
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 3:45", passenger_count = 11
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 3:15", passenger_count = 16
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 4:35", passenger_count = 22
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 11:05", passenger_count = 10
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 11:55", passenger_count = 20
},
new TaxiData {
lpep_pickup_datetime = "1/1/2021 2:34", passenger_count = 28
},
};
//Act
var csvProcessedDatas = CSVPRocessingMethods.CreateProcessedCSVFile(taxiDataSet, null);
//Assert
Assert.IsNotNull(csvProcessedDatas);
Assert.AreEqual(6, csvProcessedDatas.Count);
}
public void CheckSegmentsOfTime()
{
//Arrange
string time = "01:18";
//Act
var timeSolt = CSVPRocessingMethods.GetSlot(time);
//Assert
Assert.IsNotNull(timeSolt.Segment);
Assert.AreEqual("01", timeSolt.Segment);
Assert.AreEqual(new TimeSpan(1, 0, 0), timeSolt.StartTime);
Assert.AreEqual(new TimeSpan(1, 59, 59), timeSolt.EndTime);
}
public void SegmentEncoderTest(string input)
{
ScalarEncoder segmentEncoder = DateTimeEncoders.FetchSegmentEncoder();
DateTime dateTime = DateTime.Parse(input);
var time = dateTime.ToString("HH:mm");
Slot slot = CSVPRocessingMethods.GetSlot(time);
var result = segmentEncoder.Encode(slot.Segment);
int[,] twoDimenArray = ArrayUtils.Make2DArray <int>(result, 100, 100);
var twoDimArray = ArrayUtils.Transpose(twoDimenArray);
NeoCortexUtils.DrawBitmap(twoDimArray, 1024, 1024, $"{dateTime.Day}.png", null);
}
public void TimeSlotTest(string time)
{
//Arrange
var solts = CSVPRocessingMethods.GetSlots();
var testTime = TimeSpan.Parse(time);
Slot slots = solts.FirstOrDefault(x => x.EndTime >= testTime && x.StartTime <= testTime);
//Act
var timeSolt = CSVPRocessingMethods.GetSlot(time);
//Assert
Assert.AreEqual(slots.Segment, timeSolt.Segment);
Assert.AreEqual(slots.StartTime, timeSolt.StartTime);
Assert.AreEqual(slots.EndTime, timeSolt.EndTime);
}
public TimeSeriesUnitTests()
{
_csvPRocessingMethod = new CSVPRocessingMethods();
}