private static void ValidateNumericAggregateValues(MetricAggregate aggregate, string name, int count, double sum, double max, double min, double stdDev, DateTimeOffset timestamp, long periodMs)
{
TestUtil.Util.ValidateNumericAggregateValues(aggregate, name, count, sum, max, min, stdDev, timestamp, periodMs, "Microsoft.Azure.SimpleStatistics");
}
public void TrackValueObject()
{
var endTS = new DateTimeOffset(2017, 9, 25, 17, 1, 0, TimeSpan.FromHours(-8));
long periodMillis = (long)(endTS - default(DateTimeOffset)).TotalMilliseconds;
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(null);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Boolean)true));
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(SByte)(0 - 1));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: -1, max: -1, min: -1, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(Byte)2);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: 1, max: 2, min: -1, stdDev: 1.5, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(Int16)(0 - 3));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: -2, max: 2, min: -3, stdDev: 2.05480466765633, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(UInt16)4);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 4, sum: 2, max: 4, min: -3, stdDev: 2.69258240356725, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(Int32)(0 - 5));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 5, sum: -3, max: 4, min: -5, stdDev: 3.26190128606002, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(UInt32)6);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 6, sum: 3, max: 6, min: -5, stdDev: 3.86221007541882, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(Int64)(0 - 7));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: -4, max: 6, min: -7, stdDev: 4.43547848464572, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(UInt64)8);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 8, sum: 4, max: 8, min: -7, stdDev: 5.02493781056044, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(IntPtr)0xFF));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(UIntPtr)0xFF));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Char)'x'));
aggregator.TrackValue((object)(Single)(0f - 9.0f));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 9, sum: -5, max: 8, min: -9, stdDev: 5.59982363037962000, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue((object)(Double)10.0);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 10, sum: 5, max: 10, min: -9, stdDev: 6.18465843842649000, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue("-11");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 11, sum: -6, max: 10, min: -11, stdDev: 6.76036088821026, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue("12.00");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 12, sum: 6, max: 12, min: -11, stdDev: 7.34279692397023, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue("-1.300E+01");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 13, sum: -7, max: 12, min: -13, stdDev: 7.91896831484996, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(" +14. ");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 14, sum: 7, max: 14, min: -13, stdDev: 8.5, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("fifteen"));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(""));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("foo-bar"));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 14, sum: 7, max: 14, min: -13, stdDev: 8.5, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
public void TrackValueDouble()
{
var endTS = new DateTimeOffset(2017, 9, 25, 17, 1, 0, TimeSpan.FromHours(-8));
long periodMillis = (long)(endTS - default(DateTimeOffset)).TotalMilliseconds;
{
// Empty aggregator:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Zero value:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(0);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Non zero value:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(-42);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: -42.0, max: -42.0, min: -42.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Two values:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(-42);
aggregator.TrackValue(18);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: -24.0, max: 18.0, min: -42.0, stdDev: 30.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// 3 values:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(1800000);
aggregator.TrackValue(0);
aggregator.TrackValue(-4200000);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: -2400000.0, max: 1800000.0, min: -4200000.0, stdDev: 2513961.018, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// NaNs:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(Double.NaN);
aggregator.TrackValue(1);
aggregator.TrackValue(Double.NaN);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 1, max: 1, min: 1, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Infinity:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0, max: 0, min: 0, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(1);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 1, max: 1, min: 1, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(0.5);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: 1.5, max: 1, min: 0.5, stdDev: 0.25, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Double.PositiveInfinity);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: Double.MaxValue, max: Double.MaxValue, min: 0.5, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Int32.MinValue);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 4, sum: Double.MaxValue, max: Double.MaxValue, min: Int32.MinValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Double.PositiveInfinity);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 5, sum: Double.MaxValue, max: Double.MaxValue, min: Int32.MinValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Double.NegativeInfinity);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 6, sum: 0.0, max: Double.MaxValue, min: -Double.MaxValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(11);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: 0.0, max: Double.MaxValue, min: -Double.MaxValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Very large numbers:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0, max: 0, min: 0, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Math.Exp(300));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: Math.Exp(300), max: Math.Exp(300), min: Math.Exp(300), stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(-2 * Math.Exp(300));
double minus2exp200 = -2 * Math.Exp(300);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: -Math.Exp(300), max: Math.Exp(300), min: minus2exp200, stdDev: 2.91363959286188000E+130, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Math.Exp(300));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: 0, max: Math.Exp(300), min: minus2exp200, stdDev: 2.74700575206167000E+130, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Math.Exp(700));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 4, sum: Math.Exp(700), max: Math.Exp(700), min: minus2exp200, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Double.MaxValue);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 5, sum: Double.MaxValue, max: Double.MaxValue, min: minus2exp200, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(Double.MaxValue);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 6, sum: Double.MaxValue, max: Double.MaxValue, min: minus2exp200, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(11);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: Double.MaxValue, max: Double.MaxValue, min: minus2exp200, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(-Double.MaxValue);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 8, sum: Double.MaxValue, max: Double.MaxValue, min: -Double.MaxValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(-Double.PositiveInfinity);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 9, sum: 0, max: Double.MaxValue, min: -Double.MaxValue, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Large number of small values:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
for (int i = 0; i < 100000; i++)
{
for (double v = 0; v <= 1.0 || Math.Abs(1.0 - v) < TestUtil.Util.MaxAllowedPrecisionError; v += 0.01)
{
aggregator.TrackValue(v);
}
}
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 10100000, sum: 5050000, max: 1, min: 0, stdDev: 0.29154759474226500, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Large number of large values:
var aggregator = new MeasurementAggregator(
new SimpleMetricSeriesConfiguration(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
for (int i = 0; i < 100000; i++)
{
for (double v = 0; v <= 300000.0 || Math.Abs(300000.0 - v) < TestUtil.Util.MaxAllowedPrecisionError; v += 3000)
{
aggregator.TrackValue(v);
}
}
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 10100000, sum: 1515000000000, max: 300000, min: 0, stdDev: 87464.2784226795, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
}
public void TrackValueObject()
{
var endTS = new DateTimeOffset(2017, 9, 25, 17, 1, 0, TimeSpan.FromHours(-8));
long periodMillis = (long)(endTS - default(DateTimeOffset)).TotalMilliseconds;
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(null);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Boolean)true));
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(SByte)(0 - 1)));
aggregator.TrackValue((object)(Byte)2);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 2, max: 2, min: 2, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Int16)(0 - 3)));
aggregator.TrackValue((object)(UInt16)4);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: 6, max: 4, min: 2, stdDev: 1, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Int32)(0 - 5)));
aggregator.TrackValue((object)(UInt32)6);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: 12, max: 6, min: 2, stdDev: 1.63299316185545, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Int64)(0 - 7)));
aggregator.TrackValue((object)(UInt64)8);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 4, sum: 20, max: 8, min: 2, stdDev: 2.23606797749979, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(IntPtr)0xFF));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(UIntPtr)0xFF));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Char)'x'));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((object)(Single)(0f - 9.0f)));
aggregator.TrackValue((object)(Double)10.0);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 5, sum: 30, max: 10, min: 2, stdDev: 2.82842712474619, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("-11"));
aggregator.TrackValue("12");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 6, sum: 42, max: 12, min: 2, stdDev: 3.41565025531987, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("-1.300E+01"));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("13.5"));
aggregator.TrackValue(" +14 ");
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: 56, max: 14, min: 2, stdDev: 4, timestamp: default(DateTimeOffset), periodMs: periodMillis);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("fifteen"));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(""));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue("foo-bar"));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: 56, max: 14, min: 2, stdDev: 4, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
public void TrackValueDouble()
{
var endTS = new DateTimeOffset(2017, 9, 25, 17, 1, 0, TimeSpan.FromHours(-8));
long periodMillis = (long)(endTS - default(DateTimeOffset)).TotalMilliseconds;
{
// Empty aggregator:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Zero value:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(0);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 0.0, max: 0.0, min: 0.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Values out of range:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(-1));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(Int32.MinValue));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(Int64.MinValue));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(0.1));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(0.9));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue((float)50.01));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(50.99));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(((long)UInt32.MaxValue) + (long)1));
aggregator.TrackValue(Double.NaN);
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(Double.PositiveInfinity));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(Double.NegativeInfinity));
Assert.ThrowsException <ArgumentException>(() => aggregator.TrackValue(Double.MaxValue));
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0, max: 0, min: 0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// A single value:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: false),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(42);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 42.0, max: 42.0, min: 42.0, stdDev: 0.0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Two values:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(42);
aggregator.TrackValue(19);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 2, sum: 61.0, max: 42.0, min: 19.0, stdDev: 11.5, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// 3 values:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(1800000);
aggregator.TrackValue(0);
aggregator.TrackValue(4200000);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: 6000000, max: 4200000.0, min: 0, stdDev: 1720465.05340853, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Rounded values:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
aggregator.TrackValue(1);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 1, sum: 1, max: 1, min: 1, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(-0.0000001);
aggregator.TrackValue(0.00000001);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 3, sum: 1, max: 1, min: 0, stdDev: 0.471404520791032, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(100.0000001);
aggregator.TrackValue(99.9999999);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 5, sum: 201, max: 100, min: 0, stdDev: 48.8278608992858, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(((double)Int32.MaxValue) - 0.0000001);
aggregator.TrackValue(((double)Int32.MaxValue) + 0.0000001);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 7, sum: 4294967495, max: 2147483647, min: 0, stdDev: 970134205.051638, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(((double)UInt32.MaxValue) - 0.0000001);
aggregator.TrackValue(((double)UInt32.MaxValue) + 0.0000001);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 9, sum: 12884902085, max: 4294967295, min: 0, stdDev: 1753413037.5015, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Very large numbers:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 0, sum: 0, max: 0, min: 0, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodMillis);
aggregator.TrackValue(UInt32.MaxValue - 10000);
aggregator.TrackValue(UInt32.MaxValue - 1000);
aggregator.TrackValue(UInt32.MaxValue - 100);
aggregator.TrackValue(UInt32.MaxValue);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
// ToDo!!
// We need a more numerically stable value for the calculation of StdDev / variance.
// For example, in this case, the expected value is 4189.49579305195, but we get 4189.4343293576, which is close, but still quite a bit off.
// Since StdDev is utilized rarely, we leave this for later and put the actual outcome into the test expectation to catch breaks in the future.
ValidateNumericAggregateValues(aggregate, name: "null", count: 4, sum: 17179858080, max: 4294967295, min: 4294957295, stdDev: 4189.4343293576, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Large number of small values:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
for (int i = 0; i < 100000; i++)
{
for (int v = 0; v <= 100; v++)
{
aggregator.TrackValue(v);
}
}
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 10100000, sum: 505000000, max: 100, min: 0, stdDev: 29.1547594742265, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
{
// Large number of large values:
var aggregator = new MeasurementAggregator(
new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: true),
dataSeries: null,
aggregationCycleKind: CycleKind.Custom);
for (int i = 0; i < 100000; i++)
{
for (int v = 0; v <= 300000; v += 3000)
{
aggregator.TrackValue(v);
}
}
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
ValidateNumericAggregateValues(aggregate, name: "null", count: 10100000, sum: 1515000000000, max: 300000, min: 0, stdDev: 87464.2784226795, timestamp: default(DateTimeOffset), periodMs: periodMillis);
}
}
private static void ValidateNumericAggregateValues(MetricAggregate aggregate, int count, double sum, double max, double min, double stdDev, DateTimeOffset timestamp, long periodMs)
{
TestUtil.ValidateNumericAggregateValues(aggregate, "", "null", count, sum, max, min, stdDev, timestamp, periodMs, "Microsoft.Azure.Measurement");
}
public void GetCurrentAggregateUnsafe_MetricAggregationCycleKind_DateTimeOffset_Accumulator()
{
IMetricSeriesConfiguration seriesConfig = new MetricSeriesConfigurationForAccumulator(restrictToUInt32Values: false);
const string aggregationKindMoniker = "Microsoft.Azure.Accumulator";
// Do not start this test in the last 10 secs or first 2 secs of a minute, to make sure the timings below are likely to work out.
while (DateTimeOffset.Now.Second >= 49 || DateTimeOffset.Now.Second < 3)
{
Thread.Sleep(TimeSpan.FromMilliseconds(500));
}
DateTimeOffset startTS = DateTimeOffset.Now;
var aggregateCollector = new MemoryMetricTelemetryPipeline();
var manager = new MetricManager(aggregateCollector);
MetricSeries series = manager.CreateNewSeries("Foo Bar", seriesConfig);
DateTimeOffset stepTS = startTS.AddMinutes(2);
DateTimeOffset stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Assert.IsNull(aggregate);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
Assert.IsNull(aggregate);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
Assert.IsNull(aggregate);
}
series.TrackValue(0.4);
series.TrackValue(2);
series.TrackValue(-2);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 0.4, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 0.4, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 0.4, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
}
DateTimeOffset customCycleStartTS = stepTS.AddMinutes(1);
manager.StartOrCycleAggregators(MetricAggregationCycleKind.Custom, customCycleStartTS, futureFilter: null);
series.TrackValue(0.17);
series.TrackValue(0.32);
series.TrackValue(-0.15);
series.TrackValue(1.07);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
}
Thread.Sleep(1500);
DateTimeOffset flushTS = DateTimeOffset.Now;
manager.Flush();
DateTimeOffset quickPulseCycleStartTS = stepTS.AddMinutes(1);
manager.StartOrCycleAggregators(MetricAggregationCycleKind.QuickPulse, quickPulseCycleStartTS, futureFilter: null);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
}
series.TrackValue(0);
series.TrackValue(-10);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
manager.StopAggregators(MetricAggregationCycleKind.Custom, stepTS);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: -8.19, max: 2.4, min: -8.19, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
if (seriesConfig.RequiresPersistentAggregation)
{
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: -8.19, max: 2.4, min: -8.19, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
else
{
Assert.IsNull(aggregate);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: -8.19, max: 2.4, min: -8.19, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
}
Util.CompleteDefaultAggregationCycle(manager);
}
public void GetCurrentAggregateUnsafe_MetricAggregationCycleKind_DateTimeOffset_Measurement()
{
IMetricSeriesConfiguration seriesConfig = new MetricSeriesConfigurationForMeasurement(restrictToUInt32Values: false);
const string aggregationKindMoniker = "Microsoft.Azure.Measurement";
// Do not start this test in the last 10 secs or first 2 secs of a minute, to make sure the timings below are likely to work out.
while (DateTimeOffset.Now.Second >= 49 || DateTimeOffset.Now.Second < 3)
{
Thread.Sleep(TimeSpan.FromMilliseconds(500));
}
DateTimeOffset startTS = DateTimeOffset.Now;
var aggregateCollector = new MemoryMetricTelemetryPipeline();
var manager = new MetricManager(aggregateCollector);
MetricSeries series = manager.CreateNewSeries("Foo Bar", seriesConfig);
DateTimeOffset stepTS = startTS.AddMinutes(2);
DateTimeOffset stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Assert.IsNull(aggregate);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
Assert.IsNull(aggregate);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
Assert.IsNull(aggregate);
}
series.TrackValue(0.4);
series.TrackValue(2);
series.TrackValue(-2);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 3, sum: 0.4, max: 2, min: -2, stdDev: 1.64384373412506, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
Assert.IsNull(aggregate);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
Assert.IsNull(aggregate);
}
}
DateTimeOffset customCycleStartTS = stepTS.AddMinutes(1);
manager.StartOrCycleAggregators(MetricAggregationCycleKind.Custom, customCycleStartTS, futureFilter: null);
series.TrackValue(0.17);
series.TrackValue(0.32);
series.TrackValue(-0.15);
series.TrackValue(1.07);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 7, sum: 1.81, max: 2, min: -2, stdDev: 1.13330652229191, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 4, sum: 1.41, max: 1.07, min: -0.15, stdDev: 0.447681527427702, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(customCycleStartTS.Year, customCycleStartTS.Month, customCycleStartTS.Day, customCycleStartTS.Hour, customCycleStartTS.Minute, customCycleStartTS.Second, 0, customCycleStartTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Assert.IsNull(aggregate);
}
}
Thread.Sleep(1500);
DateTimeOffset flushTS = DateTimeOffset.Now;
manager.Flush();
DateTimeOffset quickPulseCycleStartTS = stepTS.AddMinutes(1);
manager.StartOrCycleAggregators(MetricAggregationCycleKind.QuickPulse, quickPulseCycleStartTS, futureFilter: null);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Assert.IsNull(aggregate);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
// Custom was not cycled by Flush.
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 4, sum: 1.41, max: 1.07, min: -0.15, stdDev: 0.447681527427702, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(customCycleStartTS.Year, customCycleStartTS.Month, customCycleStartTS.Day, customCycleStartTS.Hour, customCycleStartTS.Minute, customCycleStartTS.Second, 0, customCycleStartTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
manager.StartOrCycleAggregators(MetricAggregationCycleKind.Custom, flushTS, null);
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
Assert.IsNull(aggregate);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
// We started QP cycle now, but we did not write values since then.
Assert.IsNull(aggregate);
}
}
series.TrackValue(0);
stepTS = stepTS.AddMinutes(2);
stepTSRounded = new DateTimeOffset(stepTS.Year, stepTS.Month, stepTS.Day, stepTS.Hour, stepTS.Minute, stepTS.Second, 0, stepTS.Offset);
manager.StopAggregators(MetricAggregationCycleKind.Custom, stepTS);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Default, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 1, sum: 0, max: 0, min: 0, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(flushTS.Year, flushTS.Month, flushTS.Day, flushTS.Hour, flushTS.Minute, flushTS.Second, 0, flushTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.Custom, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Assert.IsNull(aggregate);
}
aggregate = series.GetCurrentAggregateUnsafe(MetricAggregationCycleKind.QuickPulse, stepTS);
{
Assert.IsFalse(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 1, sum: 0, max: 0, min: 0, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// This might break: Second boundary might be crossed between snapping test and the aggregation timestamps. Try re-running.
Assert.AreEqual(
new DateTimeOffset(quickPulseCycleStartTS.Year, quickPulseCycleStartTS.Month, quickPulseCycleStartTS.Day, quickPulseCycleStartTS.Hour, quickPulseCycleStartTS.Minute, quickPulseCycleStartTS.Second, 0, quickPulseCycleStartTS.Offset),
aggregate.AggregationPeriodStart);
Assert.AreEqual(
(stepTSRounded - aggregate.AggregationPeriodStart).TotalMilliseconds,
aggregate.AggregationPeriodDuration.TotalMilliseconds);
}
}
Util.CompleteDefaultAggregationCycle(manager);
}
public void GetCurrentAggregateUnsafe_Accumulator()
{
IMetricSeriesConfiguration seriesConfig = new MetricSeriesConfigurationForAccumulator(restrictToUInt32Values: false);
const string aggregationKindMoniker = "Microsoft.Azure.Accumulator";
// Do not start this test in the last 10 secs or first 2 secs of a minute, to make sure the timings below are likely to work out.
while (DateTimeOffset.Now.Second >= 49 || DateTimeOffset.Now.Second < 3)
{
Thread.Sleep(TimeSpan.FromMilliseconds(500));
}
DateTimeOffset startTS = DateTimeOffset.Now;
var aggregateCollector = new MemoryMetricTelemetryPipeline();
var manager = new MetricManager(aggregateCollector);
MetricSeries series = manager.CreateNewSeries("Foo Bar", seriesConfig);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe();
Assert.IsNull(aggregate);
}
series.TrackValue(0.4);
series.TrackValue(2);
series.TrackValue(-2);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe();
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 0.4, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// The following might break sometimes!
// There is a little chance that second boundary is crossed between test TS and the aggregation timestamps are snapped.
// rerun the test if it happens.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
}
series.TrackValue(0.17);
series.TrackValue(0.32);
series.TrackValue(-0.15);
series.TrackValue(1.07);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe();
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// The following might break sometimes!
// There is a little chance that second boundary is crossed between test TS and the aggregation timestamps are snapped.
// rerun the test if it happens.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
}
Thread.Sleep(1500);
DateTimeOffset flushTS = DateTimeOffset.Now;
manager.Flush();
{
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe();
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// The following might break sometimes!
// There is a little chance that second boundary is crossed between test TS and the aggregation timestamps are snapped.
// rerun the test if it happens.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
}
series.TrackValue(0);
{
MetricAggregate aggregate = series.GetCurrentAggregateUnsafe();
Assert.IsTrue(seriesConfig.RequiresPersistentAggregation);
Util.ValidateNumericAggregateValues(aggregate, name: "Foo Bar", count: 0, sum: 1.81, max: 2.4, min: 0.4, stdDev: 0, aggKindMoniker: aggregationKindMoniker);
// The following might break sometimes!
// There is a little chance that second boundary is crossed between test TS and the aggregation timestamps are snapped.
// rerun the test if it happens.
Assert.AreEqual(
new DateTimeOffset(startTS.Year, startTS.Month, startTS.Day, startTS.Hour, startTS.Minute, startTS.Second, 0, startTS.Offset),
aggregate.AggregationPeriodStart);
}
Util.CompleteDefaultAggregationCycle(manager);
}
public static void Reset_PersistentAggregator(IMetricSeriesAggregator aggregator, string aggregateKindMoniker)
{
Assert.AreEqual(MetricSeriesConfigurationForTestingAccumulatorBehavior.Constants.AggregateKindMoniker, aggregateKindMoniker);
var startTS = new DateTimeOffset(2017, 9, 25, 17, 0, 0, TimeSpan.FromHours(-8));
var endTS = new DateTimeOffset(2017, 9, 25, 17, 1, 0, TimeSpan.FromHours(-8));
long periodStringDef = (long)(endTS - default(DateTimeOffset)).TotalMilliseconds;
long periodStringStart = (long)(endTS - startTS).TotalMilliseconds;
int filterInvocationsCount = 0;
MetricAggregate aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
aggregator.Reset(startTS, valueFilter: null);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
aggregator.TrackValue(10);
aggregator.TrackValue(20);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
TestUtil.ValidateNumericAggregateValues(aggregate, ns: "", name: "null", count: 0, sum: 30.0, max: 30, min: 10.0, stdDev: 5.0, timestamp: startTS, periodMs: periodStringStart, aggKindMoniker: aggregateKindMoniker);
Assert.AreEqual(0, filterInvocationsCount);
aggregator.Reset(default(DateTimeOffset), valueFilter: new CustomDoubleValueFilter((s, v) => { filterInvocationsCount++; return(true); }));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
aggregator.TrackValue(100);
aggregator.TrackValue(200);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
TestUtil.ValidateNumericAggregateValues(aggregate, ns: "", name: "null", count: 0, sum: 300, max: 300, min: 100, stdDev: 0, timestamp: default(DateTimeOffset), periodMs: periodStringDef, aggKindMoniker: aggregateKindMoniker);
Assert.AreEqual(2, filterInvocationsCount);
aggregator.Reset(startTS, valueFilter: new CustomDoubleValueFilter((s, v) => { filterInvocationsCount++; return(false); }));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
aggregator.TrackValue(100);
aggregator.TrackValue(200);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
Assert.AreEqual(4, filterInvocationsCount);
aggregator.Reset(startTS, valueFilter: new CustomDoubleValueFilter((s, v) => { filterInvocationsCount++; return(true); }));
aggregate = aggregator.CreateAggregateUnsafe(endTS);
Assert.IsNull(aggregate);
aggregator.TrackValue(100);
aggregator.TrackValue(-200);
aggregate = aggregator.CreateAggregateUnsafe(endTS);
TestUtil.ValidateNumericAggregateValues(aggregate, ns: "", name: "null", count: 0, sum: -100, max: 100, min: -100, stdDev: 0, timestamp: startTS, periodMs: periodStringStart, aggKindMoniker: aggregateKindMoniker);
Assert.AreEqual(6, filterInvocationsCount);
}