public void AdaptiveSampler_CheckingMovingAverageBounds()
{
AdaptiveSampler sampler = new AdaptiveSampler(20, 0.5);
Assert.Equal(1.0, sampler.CheckMovingAverageBounds(1.43));
Assert.Equal(0.0, sampler.CheckMovingAverageBounds(-0.3));
}
public void AdaptiveSampler_CheckNumItemsSampled()
{
SamplingParameters parameters = new SamplingParameters(this.parent, this.traceId, "test", this.activityKindServer, null, null);
AdaptiveSampler sampler = new AdaptiveSampler(5, 0.5);
int numSampled = 0;
// run for 200 seconds to let adaptive sampling adjust
for (int i = 0; i < 200; i++)
{
// sends 10 events in 1 second
int events = 10;
for (int j = 0; j < events; j++)
{
SamplingResult result = sampler.ShouldSample(parameters);
if (result.IsSampled)
{
numSampled += 1;
}
Thread.Sleep(1000 / events);
}
}
int expectedSampled = 10;
Assert.Equal(expectedSampled, numSampled / 200);
}
public void AdaptiveSampler_CheckMaxTelemetry_OutOfBound()
{
AdaptiveSampler sampler = new AdaptiveSampler(-5, 0.5);
sampler.CheckMaxTelemetryItemsPerSecond(-5);
Assert.Equal(0, sampler.GetMaxTelemetryItemsPerSecond());
}
public void AdaptiveSampler_CheckNewProbability_IncreaseMaxAllowed()
{
double oldProbability = 0.5;
int maxSamplesAllowed = 40;
SamplingParameters parameters = new SamplingParameters(this.parent, this.traceId, "test", this.activityKindServer, null, null);
AdaptiveSampler sampler = new AdaptiveSampler(maxSamplesAllowed, oldProbability);
// run for 200 seconds to let adaptive sampling adjust
for (int i = 0; i < 200; i++)
{
// send 20 events each second
int events = 20;
for (int j = 0; j < events; j++)
{
sampler.ShouldSample(parameters);
Thread.Sleep(1000 / events);
}
}
// since events < maxSamplesAllowed, we expect to see all sampled (probability around 1)
double expectedProbability = 1.0;
// Assert.True(sampler.ProbSampler.GetProbability() - 0.1< expectedProbability && expectedProbability < sampler.ProbSampler.GetProbability() + 0.2);
// Assert.Equal(1.0, sampler.ProbSampler.GetProbability());
Assert.True(expectedProbability - 0.1 <= sampler.ProbSampler.GetProbability() && sampler.ProbSampler.GetProbability() <= expectedProbability + 0.1);
}
public void AdaptiveSampler_Initialization()
{
AdaptiveSampler sampler = new AdaptiveSampler(5, 0.5);
Assert.NotNull(sampler);
Assert.Equal(5, sampler.GetMaxTelemetryItemsPerSecond());
Assert.Equal(0.5, sampler.ProbSampler.GetProbability());
sampler.ProbSampler.SetProbability(0.2);
Assert.Equal(0.2, sampler.ProbSampler.GetProbability());
}
public void BeforeEachTest()
{
_compositeTestAgent = new CompositeTestAgent();
_adaptiveSampler = new AdaptiveSampler(AdaptiveSampler.DefaultTargetSamplesPerInterval, DefaultSamplingTargetIntervalInSecondsForTesting, DefaultSeedForTesting);
//This will simulate that the agent has connected and force a sampling interval to start
_compositeTestAgent.ServerConfiguration.SamplingTarget = AdaptiveSampler.DefaultTargetSamplesPerInterval;
_compositeTestAgent.ServerConfiguration.SamplingTargetPeriodInSeconds = DefaultSamplingTargetIntervalInSecondsForTesting;
_compositeTestAgent.PushConfiguration();
}
public void AdaptiveSampler_CheckNewProbability_Adjusted()
{
double oldProbability = 0.5;
int maxSamplesAllowed = 10; // should stay at 0.5
SamplingParameters parameters = new SamplingParameters(this.parent, this.traceId, "test", this.activityKindServer, null, null);
AdaptiveSampler sampler = new AdaptiveSampler(maxSamplesAllowed, oldProbability);
// run for 200 seconds to let adaptive sampling adjust
for (int i = 0; i < 200; i++)
{
// send 20 events each second
int events = 20;
for (int j = 0; j < events; j++)
{
sampler.ShouldSample(parameters);
Thread.Sleep(1000 / events);
}
}
// probability should be around (10/20) 0.5
double expectedProbability = 0.5;
Assert.True(expectedProbability - 0.1 <= sampler.ProbSampler.GetProbability() && sampler.ProbSampler.GetProbability() <= expectedProbability + 0.2);
// max increases, so probability should increase to around 1
sampler.CheckMaxTelemetryItemsPerSecond(40);
// run for 200 seconds to let adaptive sampling adjust
for (int i = 0; i < 200; i++)
{
// send 20 events each second
int events = 20;
for (int j = 0; j < events; j++)
{
sampler.ShouldSample(parameters);
Thread.Sleep(1000 / events);
}
}
expectedProbability = 1;
Assert.Equal(expectedProbability, sampler.ProbSampler.GetProbability());
Assert.True(expectedProbability - 0.1 <= sampler.ProbSampler.GetProbability() && sampler.ProbSampler.GetProbability() <= expectedProbability + 0.2);
}
public void AdaptiveSampler_CheckNewProbability_StaySame()
{
double oldProbability = 0.5;
int maxSamplesAllowed = 10; // should stay at 0.5
SamplingParameters parameters = new SamplingParameters(this.parent, this.traceId, "test", this.activityKindServer, null, null);
AdaptiveSampler sampler = new AdaptiveSampler(maxSamplesAllowed, oldProbability);
// run for 200 seconds to let adaptive sampling adjust
for (int i = 0; i < 200; i++)
{
// send 20 events each second
int events = 20;
for (int j = 0; j < events; j++)
{
sampler.ShouldSample(parameters);
Thread.Sleep(1000 / events);
}
}
// since events > maxSamplesAllowed, we expect to less sampled (20/10 = 0.5)
double expectedProbability = 0.5;
Assert.True(expectedProbability - 0.2 <= sampler.ProbSampler.GetProbability() && sampler.ProbSampler.GetProbability() <= expectedProbability + 0.2);
}
public void AfterEachTest()
{
_compositeTestAgent.Dispose();
_adaptiveSampler = null;
}
public void Setup()
{
_adaptiveSampler = new AdaptiveSampler(Target, Interval, new Random(DefaultSeedForTesting));
}
