public void ComparedStatsWithKeyTest()
{
var autostat = new AutoStat <TestRecord>(keyName: "id");
int count = 1_000;
for (int i = 0; i < count; i++)
{
TestRecord record = new TestRecord()
{
Name = "John" + i.ToString().PadLeft(6, '0'),
Weight = count - (i / (count - i)),
ID = i,
TransactionID = Guid.NewGuid(),
NetWorth = 5000,
SeenDate = DateTime.Now,
OtherDate = DateTimeOffset.Now,
PocketChange = new decimal(0.01) * new decimal(i),
TimeSpent = TimeSpan.FromMinutes(60),
CarColor = Color.Red,
SomeObject = new object(),
SometimesNullObject = i % 2 == 0 ? null : new object()
};
autostat.Collect(record);
}
var autostat2 = new AutoStat <TestRecord>(keyName: "id");
for (int i = 0; i < count; i++)
{
TestRecord record = new TestRecord()
{
Name = "John" + i.ToString().PadLeft(6, '0'),
Weight = count - (i / (count - i)),
ID = i,
TransactionID = Guid.NewGuid(),
NetWorth = 5000,
SeenDate = DateTime.Now,
OtherDate = DateTimeOffset.Now,
PocketChange = new decimal(0.01) * new decimal(i),
TimeSpent = TimeSpan.FromMinutes(60),
CarColor = Color.Red,
SomeObject = new object(),
SometimesNullObject = i % 2 == 0 ? null : new object()
};
autostat2.Collect(record);
}
var comparedStats = autostat2.GetStatsComparedTo(autostat);
Assert.True(comparedStats.Where(stat => stat.Name.Contains("Sample") && stat.IsDifferent && stat.MemberName == "TransactionID").Any());
//...
}
public void ResetTest()
{
var autostat = new AutoStat <TestRecord>();
int count = 100;
void CollectSomeRecords()
{
for (int i = 0; i < count; i++)
{
TestRecord record = new TestRecord()
{
Name = "John" + i.ToString().PadLeft(6, '0'),
Weight = count - (i / (count - i)),
ID = i,
TransactionID = Guid.NewGuid(),
NetWorth = 5000,
SeenDate = DateTime.Now,
OtherDate = DateTimeOffset.Now,
PocketChange = new decimal(0.01) * new decimal(i),
TimeSpent = TimeSpan.FromMinutes(60),
CarColor = Color.Red,
SomeObject = new object(),
SometimesNullObject = i % 2 == 0 ? null : new object()
};
autostat.Collect(record);
}
}
CollectSomeRecords();
Assert.True(autostat.Count == 100);
autostat.Reset();
CollectSomeRecords();
var stats2 = autostat.GetStats();
Assert.True(autostat.Count == 100);
Assert.True((stats2.Where(stat => stat.MemberName == "Name" && stat.Name == "Count").First() as CountStat).Count == count);
}
public void StatsTest()
{
var autostat = new AutoStat <TestRecord>();
int count = 1_000;
for (int i = 0; i < count; i++)
{
TestRecord record = new TestRecord()
{
Name = "John" + i.ToString().PadLeft(6, '0'),
Weight = count - (i / (count - i)),
ID = i,
TransactionID = Guid.NewGuid(),
NetWorth = 5000,
SeenDate = DateTime.Now,
OtherDate = DateTimeOffset.Now,
PocketChange = new decimal(0.01) * new decimal(i),
TimeSpent = TimeSpan.FromMinutes(60),
CarColor = Color.Red,
SomeObject = new object(),
SometimesNullObject = i % 2 == 0 ? null : new object()
};
autostat.Collect(record);
}
var recordStats = autostat.GetStats();
Assert.True((recordStats.Where(stat => stat.MemberName == "Name" && stat.Name == "Count").First() as CountStat).Count == 1_000);
Assert.True((recordStats.Where(stat => stat.MemberName == "SometimesNullObject" && stat.Name == "Non-Default Count").First() as NonDefaultCountStat).CountNonDefault == 500);
Assert.True(Math.Abs((recordStats.Where(stat => stat.MemberName == "Name" && stat.Name.Contains("Distinct")).First() as DistinctStat).Count - 1_000) < 100);
Assert.True((recordStats.Where(stat => stat.MemberName == "Weight" && stat.Name == "Max").First() as MaxStat <int>).Max == 1_000);
Assert.True((recordStats.Where(stat => stat.MemberName == "Weight" && stat.Name == "Min").First() as MinStat <int>).Min == 0);
Assert.True(Math.Abs((recordStats.Where(stat => stat.MemberName == "ID" && stat.Name == "Mean").First() as MeanStat <long>).Mean - 500) <= 1);
Assert.True(Math.Abs((recordStats.Where(stat => stat.MemberName == "ID" && stat.Name == "Standard Deviation").First() as StandardDeviationStat <long>).Value - 288) <= 1);
//Assert.True((recordStats.Where(stat => stat.MemberName == "ID" && stat.Name == "Sum").First() as SumStat<long>).Sum == 499500);
Assert.True((recordStats.Where(stat => stat.MemberName == "Weight" && stat.Name == "~ 1th Percentile").First() as PercentileStat <int>).Value == 901);
Assert.True((recordStats.Where(stat => stat.MemberName == "Weight" && stat.Name.Contains("1st Most Frequent")).First() as MostFrequentStat <int>).Value == 1000);
}
public void NUllTest()
{
var autostat1 = new AutoStat <TestRecord>(keyName: "id");
int count = 1_000;
for (int i = 0; i < count; i++)
{
TestRecord record = new TestRecord()
{
Name = "John" + i.ToString().PadLeft(6, '0'),
Weight = count - (i / (count - i)),
ID = i,
TransactionID = Guid.NewGuid(),
NetWorth = 5000,
SeenDate = DateTime.Now,
OtherDate = DateTimeOffset.Now,
PocketChange = new decimal(0.01) * new decimal(i),
TimeSpent = TimeSpan.FromMinutes(60),
CarColor = Color.Red,
SomeObject = new object(),
SometimesNullObject = i % 2 == 0 ? null : new object()
};
autostat1.Collect(record);
}
var autostat2 = new AutoStat <TestRecord>(keyName: "id");
var temp = autostat2.GetStats();
var autostat3 = new AutoStat <TestRecord>(keyName: "id");
var stats1 = autostat1.GetStatsComparedTo(autostat2);
var stats2 = autostat2.GetStatsComparedTo(autostat1);
var stats3 = autostat2.GetStatsComparedTo(autostat3);
var stats4 = autostat1.GetStatsComparedTo(autostat1);
}
