# OpenTelemetry .NET Metrics ## Best Practices - Instruments SHOULD only be created once and reused throughout the application lifetime. This [example](../../docs/metrics/getting-started-console/Program.cs) shows how an instrument is created a `static` field and then used in the application. You could also look at this ASP .NET Core [example](../../examples/AspNetCore/Program.cs) which shows a more Dependency Injection friendly way of doing this by extracting the `Meter` and an instrument into a dedicated class called [Instrumentation](../../examples/AspNetCore/Instrumentation.cs) which is then added as a `Singleton` service. - When emitting metrics with tags, DO NOT change the order in which you provide tags. Changing the order of tag keys would increase the time taken by the SDK to record the measurement. ```csharp // If you emit the tag keys in this order: name -> color -> taste, stick to this order of tag keys for subsequent measurements. MyFruitCounter.Add(5, new("name", "apple"),new("color", "red"), new("taste", "sweet")); ... ... ... // Same measurement with the order of tags changed: color -> name -> taste. This order of tags is different from the one that was first encountered by the SDK. MyFruitCounter.Add(7, new("color", "red"), new("name", "apple"), new("taste", "sweet")); // <--- DON'T DO THIS ``` - When emitting metrics with more than three tags, use `TagList` for better performance. Using [`TagList`](https://learn.microsoft.com/dotnet/api/system.diagnostics.taglist?view=net-7.0#remarks) avoids allocating any memory for up to eight tags, thereby, reducing the pressure on GC to free up memory. ```csharp var tags = new TagList { { "DimName1", "DimValue1" }, { "DimName2", "DimValue2" }, { "DimName3", "DimValue3" }, { "DimName4", "DimValue4" }, }; // Uses a TagList as there are more than three tags counter.Add(100, tags); // <--- DO THIS // Avoid the below mentioned approaches when there are more than three tags var tag1 = new KeyValuePair("DimName1", "DimValue1"); var tag2 = new KeyValuePair("DimName2", "DimValue2"); var tag3 = new KeyValuePair("DimName3", "DimValue3"); var tag4 = new KeyValuePair("DimName4", "DimValue4"); counter.Add(100, tag1, tag2, tag3, tag4); // <--- DON'T DO THIS var readOnlySpanOfTags = new KeyValuePair[4] { tag1, tag2, tag3, tag4}; counter.Add(100, readOnlySpanOfTags); // <--- DON'T DO THIS ``` - When emitting metrics with more than eight tags, the SDK allocates memory on the hot-path. You SHOULD try to keep the number of tags less than or equal to eight. Check if you can extract any shared tags such as `MachineName`, `Environment` etc. into `Resource` attributes. Refer to this [doc](../../docs/metrics/customizing-the-sdk/README.md#resource) for more information. ## Common issues that lead to missing metrics - The `Meter` used to create the instruments is not added to the `MeterProvider`. Use `AddMeter` method to enable the processing for the required metrics. - Instrument name is invalid. When naming instruments, ensure that the name you choose meets the criteria defined in the [spec](https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/api.md#instrument-name-syntax). A few notable characters that are not allowed in the instrument name: `/` (forward slash), `\` (backward slash), any space character in the name. - MetricPoint limit is reached. By default, the SDK limits the number of maximum MetricPoints (unique combination of keys and values for a given Metric stream) to `2000`. This limit can be configured using `SetMaxMetricPointsPerMetricStream` method. Refer to this [doc](../../docs/metrics/customizing-the-sdk/README.md#changing-maximum-metricpoints-per-metricstream) for more information. The SDK would not process any newer unique key-value combination that it encounters, once this limit is reached. - MeterProvider is disposed. You need to ensure that the `MeterProvider` instance is kept active for metrics to be collected. In a typical application, a single MeterProvider is built at application startup, and is disposed of at application shutdown. For an ASP.NET Core application, use `AddOpenTelemetry` and `WithMetrics` methods from the `OpenTelemetry.Extensions.Hosting` package to correctly setup `MeterProvider`. Here's a [sample ASP .NET Core app](../../examples/AspNetCore/Program.cs) for reference. For simpler applications such as Console apps, refer to this [example](../../docs/metrics/getting-started-console/Program.cs).