public void Statistics(int startYear, int startMonth, int startDay, int endYear, int endMonth, int endDay)
{
DateTime startDate = new DateTime(startYear, startMonth, startDay);
DateTime endDate = new DateTime(endYear, endMonth, endDay);
int days = Convert.ToInt32((endDate - startDate).TotalDays + 1);
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 6, 6, "", true);
//创建每小时两条条数据
EventDbSimulator.CreateData(TestInit.ServiceProvider, devices, startDate, endDate, DataCreateMode.Fixed, true);
TestInit.RefreshDensityCache(devices);
EventsController service = new EventsController(TestInit.ServiceProvider.GetRequiredService <DensityContext>(),
TestInit.ServiceProvider.GetRequiredService <IMemoryCache>());
foreach (DensityDevice device in devices)
{
foreach (var relation in device.DensityDevice_DensityChannels)
{
var roadList = service.StatisticsByRoad(relation.Channel.CrossingId.Value, startDate, endDate.AddDays(1));
//验证按路口按小时分组统计次数
Assert.AreEqual(days * 24, roadList.Count);
//验证按区域按小时分组统计次数
foreach (TrafficRegion region in relation.Channel.Regions)
{
var regionList = service.StatisticsByRegion(region.DataId, startDate, endDate.AddDays(1));
Assert.AreEqual(days * 24, regionList.Count);
}
}
}
}
public void Last10()
{
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 1, 10, "", true);
TestInit.RefreshDensityCache(devices);
EventDbSimulator.CreateData(TestInit.ServiceProvider, devices, DateTime.Today, true);
EventsController service = new EventsController(TestInit.ServiceProvider.GetRequiredService <DensityContext>(),
TestInit.ServiceProvider.GetRequiredService <IMemoryCache>());
var v = service.QueryLast10();
int itemCount = devices[0].DensityDevice_DensityChannels[0].Channel.Regions.Count;
for (int i = 0; i < 10; ++i)
{
Assert.AreEqual(v[i].DataId, devices[0].DensityDevice_DensityChannels[0].Channel.Regions[itemCount - 1 - i].DataId);
}
}
public void QueryList()
{
DateTime startDate = new DateTime(2019, 5, 10);
DateTime endDate = new DateTime(2019, 5, 11);
int days = Convert.ToInt32((endDate - startDate).TotalDays + 1);
int months = startDate.Month == endDate.Month ? 1 : 2;
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 1, 2, "127.0.0.1", true);
DensityDbSimulator.CreateData(TestInit.ServiceProvider, devices, DataCreateMode.Sequence, startDate, endDate, true);
DensitiesManager manager = TestInit.ServiceProvider.GetRequiredService <DensitiesManager>();
int average = 720;
foreach (DensityDevice device in devices)
{
foreach (var relation in device.DensityDevice_DensityChannels)
{
foreach (TrafficRegion region in relation.Channel.Regions)
{
var oneMinuteList = manager.QueryList(region.DataId, DateTimeLevel.Minute, startDate, endDate.AddDays(1).AddMinutes(-1));
//验证查询数量
Assert.AreEqual(24 * 60 * days, oneMinuteList.Count);
//验证平均密度
Assert.AreEqual(average, Convert.ToInt32(oneMinuteList.Average(d => d.Value)));
var fiveMinuteList = manager.QueryList(region.DataId, DateTimeLevel.FiveMinutes, startDate, endDate.AddDays(1).AddMinutes(-5));
Assert.AreEqual(24 * 60 / 5 * days, fiveMinuteList.Count);
Assert.AreEqual(average, Convert.ToInt32(fiveMinuteList.Average(d => d.Value)));
var fifteenMinuteList = manager.QueryList(region.DataId, DateTimeLevel.FifteenMinutes, startDate, endDate.AddDays(1).AddMinutes(-15));
Assert.AreEqual(24 * 60 / 15 * days, fifteenMinuteList.Count);
Assert.AreEqual(average, Convert.ToInt32(fifteenMinuteList.Average(d => d.Value)));
var sixtyMinuteList = manager.QueryList(region.DataId, DateTimeLevel.Hour, startDate, endDate.AddDays(1).AddHours(-1));
Assert.AreEqual(24 * days, sixtyMinuteList.Count);
Assert.AreEqual(average, Convert.ToInt32(sixtyMinuteList.Average(d => d.Value)));
var dayList = manager.QueryList(region.DataId, DateTimeLevel.Day, startDate, endDate);
Assert.AreEqual(days, dayList.Count);
Assert.AreEqual(average, Convert.ToInt32(dayList.Average(d => d.Value)));
var monthList = manager.QueryList(region.DataId, DateTimeLevel.Month, TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate), TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, endDate));
Assert.AreEqual(months, monthList.Count);
Assert.AreEqual(average, Convert.ToInt32(monthList.Average(d => d.Value)));
}
}
}
}
public void Rank(int startYear, int startMonth, int startDay, int endYear, int endMonth, int endDay)
{
DateTime startDate = new DateTime(startYear, startMonth, startDay);
DateTime endDate = new DateTime(endYear, endMonth, endDay);
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 6, 6, "", true);
//随机出的值表示次数，每次1分钟
Dictionary <TrafficEvent, int> trafficEvents = EventDbSimulator.CreateData(TestInit.ServiceProvider, devices, startDate, endDate, DataCreateMode.Random, true);
TestInit.RefreshDensityCache(devices);
EventsController service = new EventsController(TestInit.ServiceProvider.GetRequiredService <DensityContext>(),
TestInit.ServiceProvider.GetRequiredService <IMemoryCache>());
IMemoryCache memoryCache = TestInit.ServiceProvider.GetRequiredService <IMemoryCache>();
//要验证的值
var regions = trafficEvents
.Select(p => new KeyValuePair <string, int>(p.Key.DataId, p.Value))
.OrderByDescending(p => p.Value)
.ToList();
var roads = trafficEvents
.GroupBy(p => memoryCache.GetRegion(p.Key.DataId).Channel.CrossingId)
.Select(g => new KeyValuePair <int, int>(g.Key.Value, g.Sum(p => p.Value)))
.OrderByDescending(p => p.Value)
.ToList();
//区域次数
var countRegionTop = service.CountRankByRegion(startDate, endDate.AddDays(1));
for (int i = 0; i < countRegionTop.Count; ++i)
{
//验证次数和区域编号
Assert.AreEqual(countRegionTop[i].Value, regions[i].Value);
Assert.AreEqual(countRegionTop[i].Axis, regions[i].Key);
}
//路口次数
var countRoadTop = service.CountRankByRoad(startDate, endDate.AddDays(1));
for (int i = 0; i < countRoadTop.Count; ++i)
{
//验证次数和路口编号
Assert.AreEqual(countRoadTop[i].Value, roads[i].Value);
Assert.AreEqual(countRoadTop[i].Axis, roads[i].Key);
}
//区域时长
var spanRegionTop = service.SpanRankByRegion(startDate, endDate.AddDays(1));
for (int i = 0; i < spanRegionTop.Count; ++i)
{
//验证时长(秒)和区域编号
Assert.AreEqual(spanRegionTop[i].Value, regions[i].Value);
Assert.AreEqual(spanRegionTop[i].Axis, regions[i].Key);
}
//路口时长
var spanRoadTop = service.SpanRankByRoad(startDate, endDate.AddDays(1));
for (int i = 0; i < countRoadTop.Count; ++i)
{
//验证时长(秒)和路口编号
Assert.AreEqual(spanRoadTop[i].Value, roads[i].Value);
Assert.AreEqual(spanRoadTop[i].Axis, roads[i].Key);
}
}
public void Incidence(int startYear, int startMonth, int startDay)
{
DateTime startDate = new DateTime(startYear, startMonth, startDay);
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 1, 1, "", true);
TestInit.RefreshDensityCache(devices);
EventsController service = new EventsController(TestInit.ServiceProvider.GetRequiredService <DensityContext>(),
TestInit.ServiceProvider.GetRequiredService <IMemoryCache>());
EventDbSimulator.ResetDatabase(TestInit.ServiceProvider);
using (DensityContext context = TestInit.ServiceProvider.GetRequiredService <DensityContext>())
{
foreach (DensityDevice device in devices)
{
foreach (var relation in device.DensityDevice_DensityChannels)
{
foreach (TrafficRegion region in relation.Channel.Regions)
{
DateTime time = startDate;
//添加一个持续长度满足10分钟
AddDuration(context, region, time, 10);
//添加连续3次 总长
time = startDate.AddHours(1);
AddInterval(context, region, time, 5, 3, 3);
//10分钟关联前后5分钟
time = startDate.AddHours(2);
time = AddDuration(context, region, time, 5);
time = time.AddMinutes(3);
time = AddDuration(context, region, time, 10);
time = time.AddMinutes(3);
AddDuration(context, region, time, 5);
//交集 5分钟持续三次+10分钟
time = startDate.AddHours(3);
time = AddInterval(context, region, time, 5, 3, 3);
time = time.AddMinutes(3);
AddDuration(context, region, time, 10);
}
}
}
context.BulkSaveChanges(options => options.BatchSize = 1000);
foreach (DensityDevice device in devices)
{
foreach (var relation in device.DensityDevice_DensityChannels)
{
foreach (TrafficRegion region in relation.Channel.Regions)
{
var list = service.AnalysisIncidence(region.DataId, startDate, startDate);
Assert.AreEqual(startDate, list[0][0].DateTime);
Assert.AreEqual(startDate.AddMinutes(10), list[0][0].EndTime);
Assert.AreEqual(startDate.AddHours(1), list[0][1].DateTime);
Assert.AreEqual(startDate.AddHours(1).AddMinutes(5 * 3 + 3 * 2), list[0][1].EndTime);
Assert.AreEqual(startDate.AddHours(2), list[0][2].DateTime);
Assert.AreEqual(startDate.AddHours(2).AddMinutes(5 + 3 + 10 + 3 + 5), list[0][2].EndTime);
Assert.AreEqual(startDate.AddHours(3), list[0][3].DateTime);
Assert.AreEqual(startDate.AddHours(3).AddMinutes(5 * 3 + 3 * 2 + 3 + 10), list[0][3].EndTime);
}
}
}
}
}
public void QueryComparison()
{
//创建某天的模拟数据
DateTime startDate = new DateTime(2019, 7, 1);
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 1, 2, "", true);
List <DateTime> dates = new List <DateTime>
{
startDate.AddYears(-1),
startDate.AddMonths(-1),
startDate.AddDays(-1),
startDate
};
DensityDbSimulator.CreateData(TestInit.ServiceProvider, devices, DataCreateMode.Sequence, dates, true);
DensitiesManager manager = TestInit.ServiceProvider.GetRequiredService <DensitiesManager>();
foreach (DensityDevice device in devices)
{
foreach (var relation in device.DensityDevice_DensityChannels)
{
foreach (TrafficRegion region in relation.Channel.Regions)
{
//验证5分钟
var fiveCharts = manager.QueryComparison(region.DataId, DateTimeLevel.FiveMinutes, startDate, startDate.AddDays(1).AddMinutes(-5));
for (int i = 0; i < fiveCharts.Count; ++i)
{
fiveCharts[i] = fiveCharts[i].OrderBy(c => c.Axis).ToList();
}
//验证同比环比的图表时间对其到第一个时间段
Assert.AreEqual(startDate, fiveCharts[0][0].Axis);
Assert.AreEqual(startDate, fiveCharts[1][0].Axis);
Assert.AreEqual(startDate, fiveCharts[2][0].Axis);
//验证同比环比的remark是真实的时间
Assert.AreEqual(startDate.ToString("yyyy-MM-dd HH:mm"), fiveCharts[0][0].Remark);
Assert.AreEqual(startDate.AddDays(-1).ToString("yyyy-MM-dd HH:mm"), fiveCharts[1][0].Remark);
Assert.AreEqual(startDate.AddMinutes(-5).ToString("yyyy-MM-dd HH:mm"), fiveCharts[2][0].Remark);
//验证图表中的数据数量
foreach (List <TrafficChart <DateTime, int> > charts in fiveCharts)
{
Assert.AreEqual(24 * 60 / 5, charts.Count);
}
var fifteenCharts = manager.QueryComparison(region.DataId, DateTimeLevel.FifteenMinutes, startDate, startDate.AddDays(1).AddMinutes(-15));
for (int i = 0; i < fifteenCharts.Count; ++i)
{
fifteenCharts[i] = fifteenCharts[i].OrderBy(c => c.Axis).ToList();
}
Assert.AreEqual(startDate, fifteenCharts[0][0].Axis);
Assert.AreEqual(startDate, fifteenCharts[1][0].Axis);
Assert.AreEqual(startDate, fifteenCharts[2][0].Axis);
Assert.AreEqual(startDate.ToString("yyyy-MM-dd HH:mm"), fifteenCharts[0][0].Remark);
Assert.AreEqual(startDate.AddDays(-1).ToString("yyyy-MM-dd HH:mm"), fifteenCharts[1][0].Remark);
Assert.AreEqual(startDate.AddMinutes(-15).ToString("yyyy-MM-dd HH:mm"), fifteenCharts[2][0].Remark);
foreach (List <TrafficChart <DateTime, int> > charts in fifteenCharts)
{
Assert.AreEqual(24 * 60 / 15, charts.Count);
}
var hourCharts = manager.QueryComparison(region.DataId, DateTimeLevel.Hour, startDate, startDate.AddDays(1).AddHours(-1));
for (int i = 0; i < hourCharts.Count; ++i)
{
hourCharts[i] = hourCharts[i].OrderBy(c => c.Axis).ToList();
}
Assert.AreEqual(startDate, hourCharts[0][0].Axis);
Assert.AreEqual(startDate, hourCharts[1][0].Axis);
Assert.AreEqual(startDate, hourCharts[2][0].Axis);
Assert.AreEqual(startDate.ToString("yyyy-MM-dd HH"), hourCharts[0][0].Remark);
Assert.AreEqual(startDate.AddDays(-1).ToString("yyyy-MM-dd HH"), hourCharts[1][0].Remark);
Assert.AreEqual(startDate.AddHours(-1).ToString("yyyy-MM-dd HH"), hourCharts[2][0].Remark);
foreach (List <TrafficChart <DateTime, int> > charts in hourCharts)
{
Assert.AreEqual(24, charts.Count);
}
var dayCharts = manager.QueryComparison(region.DataId, DateTimeLevel.Day, startDate, startDate);
for (int i = 0; i < dayCharts.Count; ++i)
{
dayCharts[i] = dayCharts[i].OrderBy(c => c.Axis).ToList();
}
Assert.AreEqual(startDate, dayCharts[0][0].Axis);
Assert.AreEqual(startDate, dayCharts[1][0].Axis);
Assert.AreEqual(startDate, dayCharts[2][0].Axis);
Assert.AreEqual(startDate.ToString("yyyy-MM-dd"), dayCharts[0][0].Remark);
Assert.AreEqual(startDate.AddMonths(-1).ToString("yyyy-MM-dd"), dayCharts[1][0].Remark);
Assert.AreEqual(startDate.AddDays(-1).ToString("yyyy-MM-dd"), dayCharts[2][0].Remark);
foreach (List <TrafficChart <DateTime, int> > charts in dayCharts)
{
Assert.AreEqual(1, charts.Count);
}
var monthCharts = manager.QueryComparison(region.DataId, DateTimeLevel.Month, TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate), TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate));
for (int i = 0; i < monthCharts.Count; ++i)
{
monthCharts[i] = monthCharts[i].OrderBy(c => c.Axis).ToList();
}
Assert.AreEqual(TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate), monthCharts[0][0].Axis);
Assert.AreEqual(TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate), monthCharts[1][0].Axis);
Assert.AreEqual(TimePointConvert.CurrentTimePoint(DateTimeLevel.Month, startDate), monthCharts[2][0].Axis);
Assert.AreEqual(startDate.ToString("yyyy-MM"), monthCharts[0][0].Remark);
Assert.AreEqual(startDate.AddYears(-1).ToString("yyyy-MM"), monthCharts[1][0].Remark);
Assert.AreEqual(startDate.AddMonths(-1).ToString("yyyy-MM"), monthCharts[2][0].Remark);
foreach (List <TrafficChart <DateTime, int> > charts in monthCharts)
{
Assert.AreEqual(1, charts.Count);
}
}
}
}
}
public void QueryVipRegions()
{
List <DensityDevice> devices = new List <DensityDevice>();
int deviceCount = 1;
int channelCount = 1;
int regionCount = 12;
HashSet <string> vips = new HashSet <string>();
//随机创建重点区域
Random random = new Random();
using (IServiceScope serviceScope = TestInit.ServiceProvider.CreateScope())
{
using (DensityContext context = serviceScope.ServiceProvider.GetRequiredService <DensityContext>())
{
context.Database.EnsureDeleted();
context.Database.EnsureCreated();
int deviceId = 1;
int crossingId = 1;
int regionId = 1;
int channelId = 1;
for (int i = 0; i < deviceCount; ++i)
{
DensityDevice densityDevice = new DensityDevice
{
DeviceId = deviceId++,
Ip = "192.168.200.204",
Port = 18000 + i
};
densityDevice.DeviceName = "设备" + densityDevice.Port;
densityDevice.DensityDevice_DensityChannels = new List <DensityDevice_DensityChannel>();
for (int j = 0; j < channelCount; ++j)
{
RoadCrossing roadCrossing = new RoadCrossing
{
CrossingId = crossingId,
CrossingName = "路口" + crossingId
};
DensityChannel channel = new DensityChannel()
{
ChannelId = channelId.ToString(),
ChannelName = $"通道 {densityDevice.DeviceId} {j+1}",
ChannelIndex = j + 1,
CrossingId = crossingId,
Regions = new List <TrafficRegion>(),
RoadCrossing = roadCrossing
};
DensityDevice_DensityChannel relation = new DensityDevice_DensityChannel
{
ChannelId = channel.ChannelId,
DeviceId = densityDevice.DeviceId,
Channel = channel
};
channelId++;
crossingId++;
densityDevice.DensityDevice_DensityChannels.Add(relation);
for (int k = 0; k < regionCount; ++k)
{
int value = random.Next(1, 2);
TrafficRegion region = new TrafficRegion
{
ChannelId = channel.ChannelId,
Channel = channel,
Region = "1",
RegionIndex = k + 1,
RegionName = "区域" + regionId++,
IsVip = value == 1
};
if (value == 1)
{
vips.Add(region.DataId);
}
channel.Regions.Add(region);
}
}
context.Devices.Add(densityDevice);
devices.Add(densityDevice);
}
context.SaveChanges();
}
DensityDbSimulator.CreateData(TestInit.ServiceProvider, devices, DataCreateMode.Fixed, DateTime.Today, DateTime.Today);
TestInit.RefreshDensityCache(devices);
DensitiesManager manager = TestInit.ServiceProvider.GetRequiredService <DensitiesManager>();
var v = manager.QueryVipRegions();
foreach (TrafficDensity density in v)
{
Assert.IsTrue(vips.Contains(density.DataId));
}
}
}
public void QueryDayTop10()
{
DateTime now = DateTime.Now;
DateTime today = now.Date;
List <DensityDevice> devices = DensityDbSimulator.CreateDensityDevice(TestInit.ServiceProvider, 1, 1, 12, "", true);
DensityDbSimulator.ResetDatabase(TestInit.ServiceProvider);
TestInit.RefreshDensityCache(devices);
DensitiesManager manager = TestInit.ServiceProvider.GetRequiredService <DensitiesManager>();
var regions = DensityDbSimulator.CreateData(TestInit.ServiceProvider, devices
, new List <DataCreateMode> {
DataCreateMode.Fixed, DataCreateMode.Fixed, DataCreateMode.Random
}
, new List <DateTime> {
today.AddDays(-1), now.AddHours(-2).AddMinutes(30), now.AddHours(-1).AddMinutes(30)
}
, new List <DateTime> {
today.AddDays(-1).AddMinutes(1), now.AddHours(-2).AddMinutes(31), now.AddHours(-1).AddMinutes(31)
}
, true);
var densities = regions.OrderByDescending(p => p.Value).ToList();
var dayTop10 = manager.QueryTop10(today);
for (int i = 0; i < dayTop10.Count; ++i)
{
Assert.AreEqual(densities[i].Key.DataId, dayTop10[i].DataId);
//今天
Assert.AreEqual(Math.Ceiling((densities[i].Value + 1) / 2.0), dayTop10[i].Value);
}
DateTime time = DateTime.Now.AddHours(-1);
var hourTop10 = manager.QueryTop10(time);
for (int i = 0; i < hourTop10.Count; ++i)
{
Assert.AreEqual(densities[i].Key.DataId, hourTop10[i].DataId);
//本小时
Assert.AreEqual(densities[i].Value, hourTop10[i].Value);
}
var dayChangeTop10 = manager.QueryChangeTop10(today, today.AddDays(-1), today.AddDays(-1).Add(now.TimeOfDay));
for (int i = 0; i < dayChangeTop10.Count; ++i)
{
Assert.AreEqual(densities[i].Key.DataId, dayChangeTop10[i].DataId);
//今天
Assert.AreEqual(Math.Ceiling((densities[i].Value + 1) / 2.0), dayChangeTop10[i].Value);
//昨天
Assert.AreEqual(1, dayChangeTop10[i].LastValue);
}
var hourChangeTop10 = manager.QueryChangeTop10(now.AddHours(-1), now.AddHours(-2), now.AddHours(-1));
for (int i = 0; i < hourChangeTop10.Count; ++i)
{
Assert.AreEqual(densities[i].Key.DataId, hourChangeTop10[i].DataId);
//本小时
Assert.AreEqual(hourTop10[i].Value, hourChangeTop10[i].Value);
//上小时
Assert.AreEqual(1, hourChangeTop10[i].LastValue);
}
}
