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Add Getting started documentation for otel-cpp sdk (#942)
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Getting started | ||
--------------- | ||
^^^^^^^^^^^^^^^ | ||
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TBD | ||
OpenTelemetry C++ SDK provides the reference implementation of OpenTelemetry C++ API, | ||
and also provides implementation for Processor, Sampler, and core Exporters as per the | ||
specification. | ||
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Exporter | ||
^^^^^^^^ | ||
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An exporter is responsible for sending the telemetry data to a particular backend. | ||
OpenTelemetry offers six tracing exporters out of the box: | ||
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- In-Memory Exporter: keeps the data in memory, useful for debugging. | ||
- Jaeger Exporter: prepares and sends the collected telemetry data to a Jaeger backend via UDP and HTTP. | ||
- Zipkin Exporter: prepares and sends the collected telemetry data to a Zipkin backend via the Zipkin APIs. | ||
- Logging Exporter: saves the telemetry data into log streams. | ||
- OpenTelemetry(otlp) Exporter: sends the data to the OpenTelemetry Collector using protobuf/gRPC or protobuf/HTTP. | ||
- ETW Exporter: sends the telemetry data to Event Tracing for Windows (ETW). | ||
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.. code:: cpp | ||
//namespace alias used in sample code here. | ||
namespace sdktrace = opentelemetry::sdk::trace; | ||
// logging exporter | ||
auto ostream_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::trace::OStreamSpanExporter); | ||
// memory exporter | ||
auto memory_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::memory::InMemorySpanExporter); | ||
// zipkin exporter | ||
opentelemetry::exporter::zipkin::ZipkinExporterOptions opts; | ||
opts.endpoint = "http://localhost:9411/api/v2/spans" ; // or export OTEL_EXPORTER_ZIPKIN_ENDPOINT="..." | ||
opts.service_name = "default_service" ; | ||
auto zipkin_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::zipkin::ZipkinExporter(opts)); | ||
// Jaeger UDP exporter | ||
opentelemetry::exporter::jaeger::JaegerExporterOptions opts; | ||
opts.endpoint = "localhost"; | ||
opts.server_port = 6831; | ||
auto jaeger_udp_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::jaeger::JaegerExporter(opts)); | ||
// Jaeger HTTP exporter | ||
opentelemetry::exporter::jaeger::JaegerExporterOptions opts; | ||
opts.transport_format = opentelemetry::exporter::jaeger::TransportFormat::kThriftHttp; | ||
opts.endpoint = "localhost"; | ||
opts.server_port = 6831; | ||
opts.headers = {{}}; // optional headers | ||
auto jaeger_udp_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::jaeger::JaegerExporter(opts)); | ||
// otlp grpc exporter | ||
opentelemetry::exporter::otlp::OtlpGrpcExporterOptions opts; | ||
opts.endpoint = "localhost::4317"; | ||
opts.use_ssl_credentials = true; | ||
opts.ssl_credentials_cacert_as_string = "ssl-certificate"; | ||
auto otlp_grpc_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::otlp::OtlpGrpcExporter(opts)); | ||
// otlp http exporter | ||
opentelemetry::exporter::otlp::OtlpHttpExporterOptions opts; | ||
opts.url = "http://localhost:4317/v1/traces"; | ||
auto otlp_http_exporter = | ||
std::unique_ptr<sdktrace::SpanExporter>(new opentelemetry::exporter::otlp::OtlpHttpExporter(opts)); | ||
Span Processor | ||
^^^^^^^^^^^^^^ | ||
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Span Processor is initialised with an Exporter. Different Span Processors are offered by OpenTelemetry C++ SDK: | ||
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- SimpleSpanProcessor: immediately forwards ended spans to the exporter. | ||
- BatchSpanProcessor: batches the ended spans and send them to exporter in bulk. | ||
- MultiSpanProcessor: Allows multiple span processors to be active and configured at the same time. | ||
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.. code:: cpp | ||
// simple processor | ||
auto simple_processor = std::unique_ptr<sdktrace::SpanProcessor>( | ||
new sdktrace::SimpleSpanProcessor(std::move(ostream_exporter))); | ||
// batch processor | ||
sdktrace::BatchSpanProcessorOptions options{}; | ||
auto batch_processor = std::unique_ptr<sdktrace::SpanProcessor>( | ||
new sdktrace::BatchSpanProcessor(std::move(memory_exporter), options)); | ||
// multi-processor | ||
std::vector<std::unique_ptr<SpanProcessor>> | ||
processors{std::move(simple_processor), std::move(batch_processor)}; | ||
auto multi_processor = std::unique_ptr<sdktrace::SpanProcessor>( | ||
new sdktrace::MultiSpanProcessor(std::move(processors)); | ||
Resource | ||
^^^^^^^^ | ||
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A Resource is an immutable representation of the entity producing telemetry as key-value pair. | ||
The OpenTelemetry C++ SDK allow for creation of Resources and for associating them with telemetry. | ||
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.. code:: cpp | ||
auto resource_attributes = opentelemetry::sdk::resource::ResourceAttributes | ||
{ | ||
{"service.name": "shoppingcart"}, | ||
{"service.instance.id": "instance-12"} | ||
}; | ||
auto resource = opentelemetry::sdk::resource::Resource::Create(resource_attributes); | ||
auto received_attributes = resource.GetAttributes(); | ||
// received_attributes contains | ||
// - service.name = shoppingcart | ||
// - service.instance.id = instance-12 | ||
// - telemetry.sdk.name = opentelemetry | ||
// - telemetry.sdk.language = cpp | ||
// - telemetry.sdk.version = <current sdk version> | ||
It is possible to define the custom resource detectors by inhering from | ||
`opentelemetry::sdk::Resource::ResourceDetector` class. | ||
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Sampler | ||
^^^^^^^ | ||
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Sampling is mechanism to control/reducing the number of samples of traces collected and sent to the backend. | ||
OpenTelemetry C++ SDK offers four samplers out of the box: | ||
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- AlwaysOnSampler which samples every trace regardless of upstream sampling decisions. | ||
- AlwaysOffSampler which doesn’t sample any trace, regardless of upstream sampling decisions. | ||
- ParentBased which uses the parent span to make sampling decisions, if present. | ||
- TraceIdRatioBased which samples a configurable percentage of traces. | ||
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.. code:: cpp | ||
//AlwaysOnSampler | ||
opentelemetry::sdk::trace::AlwaysOnSampler always_on_sampler; | ||
//AlwaysOffSampler | ||
opentelemetry::sdk::trace::AlwaysOffSampler always_off_sampler; | ||
//ParentBasedSampler | ||
opentelemetry::sdk::trace::ParentBasedSampler sampler_off(std::make_shared<AlwaysOffSampler>()); | ||
//TraceIdRatioBasedSampler - Sample 50% generated spans | ||
double ratio = 0.5; | ||
opentelemetry::sdk::trace::TraceIdRatioBasedSampler s(ratio); | ||
TracerContext | ||
^^^^^^^^^^^^^ | ||
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SDK configuration are shared between `TracerProvider` and all it's `Tracer` instances through `TracerContext`. | ||
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.. code:: cpp | ||
auto tracer_context = std::make_shared<sdktrace::TracerContext> | ||
(std::move(multi_processor), resource, std::move(always_on_sampler)); | ||
TracerProvider | ||
^^^^^^^^^^^^^^ | ||
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`TracerProvider` instance holds the SDK configurations ( Span Processors, Samplers, Resource). There is single | ||
global TracerProvider instance for an application, and it is created at the start of application. | ||
There are two different mechanisms to create TraceProvider instance | ||
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- Using constructor which takes already created TracerContext shared object as parameter. | ||
- Using consructor which takes SDK configurations as parameter. | ||
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.. code:: cpp | ||
// Created using `TracerContext` instance | ||
auto tracer_provider = sdktrace::TracerProvider(tracer_context); | ||
// Create using SDK configurations as parameter | ||
auto tracer_provider = | ||
sdktrace::TracerProvider(std::move(simple_processor), resource, std::move(always_on_sampler)); | ||
// set the global tracer TraceProvider | ||
opentelemetry::trace::Provider::SetTracerProvider(provider); | ||
Logging and Error Handling | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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OpenTelemetry C++ SDK provides mechanism for application owner to add customer log and error handler. | ||
The default log handler is redirected to standard output ( using std::cout ). | ||
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The logging macro supports logging using C++ stream format, and key-value pair. | ||
The log handler is meant to capture errors and warnings arising from SDK, not supposed to be used for the application errors. | ||
The different log levels are supported - Error, Warn, Info and Debug. The default log level is Warn ( to dump both Error and Warn) | ||
and it can be changed at compile time. | ||
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.. code:: cpp | ||
OTEL_INTERNAL_LOG_ERROR | ||
(" Connection failed. Error string " << error_str << " Error Num: " << errorno); | ||
OTEL_INTERNAL_LOG_ERROR | ||
(" Connection failed." , {{"error message: " : error_str},{"error number": errorno}}); | ||
OTEL_INTERNAL_LOG_DEBUG | ||
(" Connection Established Successfully. Headers:", {{"url", url},{"content-length", len}, {"content-type", type}}); | ||
The custom log handler can be defined by inheriting from `sdk::common::internal_log::LogHandler` class. | ||
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.. code:: cpp | ||
class CustomLogHandler : public sdk::common::internal_log::LogHandler | ||
{ | ||
void Handle(Loglevel level, | ||
const char \*file, | ||
int line, | ||
const char \*msg, | ||
const sdk::common::AttributeMap &attributes) | ||
{ | ||
// add implementation here | ||
} | ||
}; | ||
sdk::common::internal_log::GlobalLogHandler::SetLogHandler(CustomLogHandler()); |