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[DOCS] - Minor updates to OStream Metrics exporter documentation (ope…
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# Simple Metrics Example | ||
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This example initializes the metrics pipeline with 2 different instrument types. | ||
Here are more detailed explanations of each part. | ||
This example initializes the metrics pipeline with 3 different instrument types: | ||
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1: Initialize an exporter and a reader. In this case, we initialize an OStream | ||
Exporter which will print to stdout by default. | ||
The reader periodically collects metrics from the collector and exports them. | ||
- [Counter](https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/api.md#counter) | ||
- [Histogram](https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/api.md#histogram) | ||
- [Asynchronous/Observable Counter](https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/api.md#asynchronous-counter) | ||
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```cpp | ||
std::unique_ptr<metric_sdk::MetricExporter> exporter{new exportermetrics::OStreamMetricExporter}; | ||
std::unique_ptr<metric_sdk::MetricReader> reader{ | ||
new metric_sdk::PeriodicExportingMetricReader(std::move(exporter), options)}; | ||
``` | ||
Here are more detailed steps with explanation. Note that the steps 4, 6, and 8 | ||
are done in Instrumentation library for creating and recording Instruments, | ||
and rest of the steps are done in application to configure SDK. | ||
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2: Initialize a MeterProvider and add the reader. | ||
We will use this to obtain Meter objects in the future. | ||
Namespace alias used in below steps | ||
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```cpp | ||
auto provider = std::shared_ptr<metrics_api::MeterProvider>(new opentelemetry::metrics::MeterProvider()); | ||
auto p = std::static_pointer_cast<metric_sdk::MeterProvider>(provider); | ||
p->AddMetricReader(std::move(reader)); | ||
``` | ||
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3: Create and add a view to the provider. | ||
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```cpp | ||
std::unique_ptr<metric_sdk::InstrumentSelector> instrument_selector{ | ||
new metric_sdk::InstrumentSelector(metric_sdk::InstrumentType::kCounter, "name_counter")}; | ||
std::unique_ptr<metric_sdk::MeterSelector> meter_selector{ | ||
new metric_sdk::MeterSelector(name, version, schema)}; | ||
std::unique_ptr<metric_sdk::View> sum_view{ | ||
new metric_sdk::View{name, "description", metric_sdk::AggregationType::kSum}}; | ||
p->AddView(std::move(instrument_selector), std::move(meter_selector), std::move(sum_view)); | ||
``` | ||
4: Then create a | ||
[Counter](https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/api.md#counter) | ||
instrument from it. Every Meter pointer returned by the | ||
MeterProvider points to the same Meter. This means that the Meter will be able | ||
to combine metrics captured from different functions without having to | ||
constantly pass the Meter around the library. | ||
```cpp | ||
nostd::shared_ptr<metrics_api::Meter> meter = provider->GetMeter(name, "1.2.0"); | ||
auto double_counter = meter->CreateDoubleCounter(counter_name); | ||
// Create a label set which annotates metric values | ||
std::map<std::string, std::string> labels = {{"key", "value"}}; | ||
auto labelkv = common::KeyValueIterableView<decltype(labels)>{labels}; | ||
double_counter->Add(val, labelkv); | ||
``` | ||
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5: To use histogram instrument, a view with proper `InstrumentType` and `AggregationType` | ||
has to be added to the provider. | ||
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```cpp | ||
std::unique_ptr<metric_sdk::InstrumentSelector> histogram_instrument_selector{ | ||
new metric_sdk::InstrumentSelector(metric_sdk::InstrumentType::kHistogram, "histogram_name")}; | ||
std::unique_ptr<metric_sdk::MeterSelector> histogram_meter_selector{ | ||
new metric_sdk::MeterSelector(name, version, schema)}; | ||
std::unique_ptr<metric_sdk::View> histogram_view{ | ||
new metric_sdk::View{name, "description", metric_sdk::AggregationType::kHistogram}}; | ||
p->AddView(std::move(histogram_instrument_selector), std::move(histogram_meter_selector), | ||
std::move(histogram_view)); | ||
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auto histogram_counter = meter->CreateDoubleHistogram("histogram_name"); | ||
auto context = opentelemetry::context::Context{}; | ||
histogram_counter->Record(val, labelkv, context); | ||
``` | ||
See [CONTRIBUTING.md](../../CONTRIBUTING.md) for instructions on building and | ||
running the example. | ||
```cpp | ||
using namespace metrics_api = opentelemetry::metrics; | ||
using namespace metric_sdk = opentelemetry::sdk::metrics; | ||
using namespace exportermetrics = opentelemetry::exporters; | ||
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## Additional Documentation | ||
``` | ||
[API | ||
Design](https://github.com/open-o11y/docs/blob/master/cpp-metrics/api-design.md) | ||
1. Initialize an exporter and a reader. In this case, we initialize an OStream | ||
Exporter which will print to stdout by default. | ||
The reader periodically collects metrics from the Aggregation Store and exports them. | ||
[SDK | ||
Design](https://github.com/open-o11y/docs/blob/master/cpp-metrics/sdk-design.md) | ||
```cpp | ||
std::unique_ptr<metric_sdk::MetricExporter> exporter{new exportermetrics::OStreamMetricExporter}; | ||
std::unique_ptr<metric_sdk::MetricReader> reader{ | ||
new metric_sdk::PeriodicExportingMetricReader(std::move(exporter), options)}; | ||
``` | ||
[OStreamExporters | ||
Design](https://github.com/open-o11y/docs/blob/master/cpp-ostream/ostream-exporter-design.md) | ||
2. Initialize a MeterProvider and add the reader. | ||
We will use this to obtain Meter objects in the future. | ||
[OpenTelemetry C++ Metrics | ||
Overview](https://github.com/open-o11y/docs/blob/master/cpp-metrics/README.md) | ||
```cpp | ||
auto provider = std::shared_ptr<metrics_api::MeterProvider>(new metric_sdk::MeterProvider()); | ||
auto p = std::static_pointer_cast<metric_sdk::MeterProvider>(provider); | ||
p->AddMetricReader(std::move(reader)); | ||
``` | ||
3. Optional: Create a view to map the Counter Instrument to Sum Aggregation. | ||
Add this view to provider. View creation is optional unless we want to add | ||
custom aggregation config, and attribute processor. Metrics SDK will implicitly | ||
create a missing view with default mapping between Instrument and Aggregation. | ||
```cpp | ||
std::unique_ptr<metric_sdk::InstrumentSelector> instrument_selector{ | ||
new metric_sdk::InstrumentSelector(metric_sdk::InstrumentType::kCounter, "counter_name")}; | ||
std::unique_ptr<metric_sdk::MeterSelector> meter_selector{ | ||
new metric_sdk::MeterSelector(name, version, schema)}; | ||
std::unique_ptr<metric_sdk::View> sum_view{ | ||
new metric_sdk::View{name, "description", metric_sdk::AggregationType::kSum}}; | ||
p->AddView(std::move(instrument_selector), std::move(meter_selector), std::move(sum_view)); | ||
``` | ||
4. Create a Counter instrument from the Meter, and record the measurement. | ||
Every Meter pointer returned by the MeterProvider points to the same Meter. | ||
This means that the Meter will be able to combine metrics captured from | ||
different functions without having to constantly pass the Meter around the library. | ||
```cpp | ||
auto meter = provider->GetMeter(name, "1.2.0"); | ||
auto double_counter = meter->CreateDoubleCounter(counter_name); | ||
// Create a label set which annotates metric values | ||
std::map<std::string, std::string> labels = {{"key", "value"}}; | ||
auto labelkv = common::KeyValueIterableView<decltype(labels)>{labels}; | ||
double_counter->Add(val, labelkv); | ||
``` | ||
5. Optional: Create a view to map the Histogram Instrument to Histogram Aggregation. | ||
```cpp | ||
std::unique_ptr<metric_sdk::InstrumentSelector> histogram_instrument_selector{ | ||
new metric_sdk::InstrumentSelector(metric_sdk::InstrumentType::kHistogram, "histogram_name")}; | ||
std::unique_ptr<metric_sdk::MeterSelector> histogram_meter_selector{ | ||
new metric_sdk::MeterSelector(name, version, schema)}; | ||
std::unique_ptr<metric_sdk::View> histogram_view{ | ||
new metric_sdk::View{name, "description", metric_sdk::AggregationType::kHistogram}}; | ||
p->AddView(std::move(histogram_instrument_selector), std::move(histogram_meter_selector), | ||
std::move(histogram_view)); | ||
``` | ||
6. Create a Histogram instrument from the Meter, and record the measurement. | ||
```cpp | ||
auto meter = provider->GetMeter(name, "1.2.0"); | ||
auto histogram_counter = meter->CreateDoubleHistogram("histogram_name"); | ||
histogram_counter->Record(val, labelkv); | ||
``` | ||
7. Optional: Create a view to map the Observable Counter Instrument to Sum Aggregation | ||
```cpp | ||
std::unique_ptr<metric_sdk::InstrumentSelector> observable_instrument_selector{ | ||
new metric_sdk::InstrumentSelector(metric_sdk::InstrumentType::kObservableCounter, | ||
"observable_counter_name")}; | ||
std::unique_ptr<metric_sdk::MeterSelector> observable_meter_selector{ | ||
new metric_sdk::MeterSelector(name, version, schema)}; | ||
std::unique_ptr<metric_sdk::View> observable_sum_view{ | ||
new metric_sdk::View{name, "description", metric_sdk::AggregationType::kSum}}; | ||
p->AddView(std::move(observable_instrument_selector), std::move(observable_meter_selector), | ||
std::move(observable_sum_view)); | ||
``` | ||
8. Create a Observable Counter Instrument from the Meter, and add a callback. | ||
The callbackwould be used to record the measurement during metrics collection. | ||
Ensure to keep the Instrument object active for the lifetime of collection. | ||
```cpp | ||
auto meter = provider->GetMeter(name, "1.2.0"); | ||
auto counter = meter->CreateDoubleObservableCounter(counter_name); | ||
counter->AddCallback(MeasurementFetcher::Fetcher, nullptr); | ||
``` | ||
See [INSTALL.md](../../INSTALL.md) for instructions on building and | ||
running the example. |