public void TestInitialize()
{
// Create property
this.resource = new ResourceIdentifier(ResourceType.AzureStorage, "subscriptionId", "resourceGroupName", "storage1");
this.property = new MetricChartAlertProperty(
propertyName: "metric",
displayName: "metric display",
order: 1,
metricName: "metric1",
timeGrain: TimeSpan.FromMinutes(5),
aggregationType: AggregationType.Sum)
{
StartTimeUtc = new DateTime(2019, 4, 1, 10, 0, 0),
EndTimeUtc = new DateTime(2019, 4, 1, 12, 0, 0),
MetricNamespace = "nameSpace",
ResourceId = this.resource.ToResourceId()
};
// Create metric data
this.values = Enumerable.Range(0, (int)((this.property.EndTimeUtc - this.property.StartTimeUtc).Value.Ticks / this.property.TimeGrain.Ticks)).Select(n => (double)n).ToList();
this.timestamps = this.values.Select(n => new DateTime((long)(this.property.StartTimeUtc.Value.Ticks + (this.property.TimeGrain.Ticks * n)))).ToList();
MetricQueryResult metricQueryResult = new MetricQueryResult("name", "unit", new List <MetricTimeSeries>()
{
new MetricTimeSeries(
this.timestamps.Zip(this.values, (t, v) => new MetricValues(t, v, v, v, v, 1)).ToList(),
new List <KeyValuePair <string, string> >()
{
})
});
// Mock metric client result
this.metricClientMock = new Mock <IMetricClient>();
this.metricClientMock
.Setup(x => x.GetResourceMetricsAsync(this.resource.ToResourceId(), It.IsAny <QueryParameters>(), It.IsAny <CancellationToken>()))
.ReturnsAsync((string resourceId, QueryParameters queryParameters, CancellationToken ct) =>
{
// Verify the query parameters
Assert.AreEqual(Aggregation.Total, queryParameters.Aggregations.Single());
Assert.AreEqual(TimeSpan.FromMinutes(5), queryParameters.Interval);
Assert.AreEqual(new DateTime(2019, 4, 1, 10, 0, 0), queryParameters.StartTime);
Assert.AreEqual(new DateTime(2019, 4, 1, 12, 0, 0), queryParameters.EndTime);
Assert.AreEqual("metric1", queryParameters.MetricNames.Single());
Assert.AreEqual("nameSpace", queryParameters.MetricNamespace);
return(new[] { metricQueryResult });
});
this.analysisServicesFactoryMock = new Mock <IAnalysisServicesFactory>();
this.analysisServicesFactoryMock
.Setup(x => x.CreateMetricClientAsync(this.resource.SubscriptionId, It.IsAny <CancellationToken>()))
.ReturnsAsync(this.metricClientMock.Object);
this.tracerMock = new Mock <ITracer>();
}
/// <summary>
/// Converts a metric query response to an internal DTO and returns it
/// </summary>
/// <param name="queryResponse">The metric query response as returned by Azure Monitoring</param>
/// <returns>A list of metric query results</returns>
private IList <MetricQueryResult> ConvertResponseToQueryResult(ResponseInner queryResponse)
{
var queryResults = new List <MetricQueryResult>();
// Convert each metric (a single metric is created per metric name)
foreach (Metric metric in queryResponse.Value)
{
List <MetricTimeSeries> timeSeriesList = new List <MetricTimeSeries>();
if (metric.Timeseries != null)
{
// Convert the time series. A time series is created per filtered dimension.
// The info regarding the relevant dimension is set int he MetaData field
foreach (TimeSeriesElement timeSeries in metric.Timeseries)
{
var data = new List <MetricValues>();
var metaData = new List <KeyValuePair <string, string> >();
if (timeSeries.Data != null)
{
// Convert all metric values
data = timeSeries.Data.Select(metricValue =>
new MetricValues(metricValue.TimeStamp, metricValue.Average, metricValue.Minimum, metricValue.Maximum, metricValue.Total, metricValue.Count)).ToList();
}
if (timeSeries.Metadatavalues != null)
{
// Convert metadata
metaData = timeSeries.Metadatavalues.Select(metaDataValue =>
new KeyValuePair <string, string>(metaDataValue.Name.Value, metaDataValue.Value)).ToList();
}
timeSeriesList.Add(new MetricTimeSeries(data, metaData));
}
}
var queryResult = new MetricQueryResult(metric.Name.Value, metric.Unit.ToString(), timeSeriesList);
queryResults.Add(queryResult);
this.tracer.TraceInformation($"Metric converted successfully. Name: {queryResult.Name}, Timeseries count: {queryResult.Timeseries.Count}, Total series length: {queryResult.Timeseries.Sum(timeSeries => timeSeries.Data.Count)}");
}
return(queryResults);
}
/// <summary>
/// Converts a <see cref="ResponseInner"/> to a list of <see cref="MetricQueryResult"/> and returns it
/// </summary>
/// <param name="queryResponse">The metric query response as returned by Azure Monitoring</param>
/// <returns>A list of metric query results</returns>
public static IList <MetricQueryResult> ToMetricQueryResult(this ResponseInner queryResponse)
{
var queryResults = new List <MetricQueryResult>();
// Convert each metric (a single metric is created per metric name)
foreach (Metric metric in queryResponse.Value)
{
List <MetricTimeSeries> timeSeriesList = new List <MetricTimeSeries>();
if (metric.Timeseries != null)
{
// Convert the time series. A time series is created per filtered dimension.
// The info regarding the relevant dimension is set int he MetaData field
foreach (TimeSeriesElement timeSeries in metric.Timeseries)
{
var data = new List <MetricValues>();
var metaData = new List <KeyValuePair <string, string> >();
if (timeSeries.Data != null)
{
// Convert all metric values
data = timeSeries.Data.Select(metricValue =>
new MetricValues(metricValue.TimeStamp, metricValue.Average, metricValue.Minimum, metricValue.Maximum, metricValue.Total, metricValue.Count)).ToList();
}
if (timeSeries.Metadatavalues != null)
{
// Convert metadata
metaData = timeSeries.Metadatavalues.Select(metaDataValue =>
new KeyValuePair <string, string>(metaDataValue.Name.Value, metaDataValue.Value)).ToList();
}
timeSeriesList.Add(new MetricTimeSeries(data, metaData));
}
}
var queryResult = new MetricQueryResult(metric.Name.Value, metric.Unit.ToString(), timeSeriesList);
queryResults.Add(queryResult);
}
return(queryResults);
}
public async Task <Response <MetricQueryResult> > ListAsync(string resourceUri, string timespan = null, TimeSpan?interval = null, string metricnames = null, string aggregation = null, int?top = null, string orderby = null, string filter = null, ResultType?resultType = null, string metricnamespace = null, CancellationToken cancellationToken = default)
{
if (resourceUri == null)
{
throw new ArgumentNullException(nameof(resourceUri));
}
using var message = CreateListRequest(resourceUri, timespan, interval, metricnames, aggregation, top, orderby, filter, resultType, metricnamespace);
await _pipeline.SendAsync(message, cancellationToken).ConfigureAwait(false);
switch (message.Response.Status)
{
case 200:
{
MetricQueryResult value = default;
using var document = await JsonDocument.ParseAsync(message.Response.ContentStream, default, cancellationToken).ConfigureAwait(false);
value = MetricQueryResult.DeserializeMetricQueryResult(document.RootElement);
return(Response.FromValue(value, message.Response));
}
