Instrumenter
APIThe Instrumenter
encapsulates the entire logic for gathering telemetry, from collecting the data,
to starting and ending spans, to recording values using metrics instruments. The Instrumenter
public API contains only three methods: shouldStart()
, start()
and end()
. The class is
designed to decorate the actual invocation of the instrumented library code; shouldStart()
and start()
methods are to be called at the start of the request processing, while end()
must be
called when processing ends and a response arrives, or when it fails with an error.
The Instrumenter
is a generic class parameterized with REQUEST
and RESPONSE
types. They
represent the input and output of the instrumented operation. Instrumenter
can be configured with
various extractors that can enhance or modify the telemetry data.
shouldStart()
The first method, which needs to be called before any other Instrumenter
method,
is shouldStart()
. It determines whether the operation should be instrumented for telemetry or not.
The Instrumenter
framework implements several suppression rules that prevent generating duplicate
telemetry; for example the same HTTP server request always produces a single HTTP SERVER
span.
The shouldStart()
method accepts the current OpenTelemetry Context
and the instrumented
library REQUEST
type. Consider the following example:
Response decoratedMethod(Request request) {
Context parentContext = Context.current();
if (!instrumenter.shouldStart(parentContext, request)) {
return actualMethod(request);
}
// ...
}
If the shouldStart()
method returns false
, none of the remaining Instrumenter
methods should
be called.
start()
When shouldStart()
returns true
, you can use start()
to initiate the instrumented operation.
The start()
method begins gathering telemetry about the instrumented library function that's being
invoked. It starts the Span
and begins recording the metrics (if any are registered in the
used Instrumenter
instance).
The start()
method accepts the current OpenTelemetry Context
and the instrumented
library REQUEST
type, and returns the new OpenTelemetry Context
that should be made current
until the instrumented operation ends. Consider the following example:
Response decoratedMethod(Request request) {
// ...
Context context = instrumenter.start(parentContext, request);
try (Scope scope = context.makeCurrent()) {
// ...
}
}
The newly started context
is made current, and inside its scope
the actual library method is
called.
end()
The end()
method is called when the instrumented operation finished. It is of extreme importance
for this method to be always called after start()
. Calling start()
without later end()
will result in inaccurate or wrong telemetry and context leaks. The end()
method ends the current
span and finishes recording the metrics (if any are registered in the Instrumenter
instance).
The end()
method accepts several arguments:
Context
that was returned by the start()
method.REQUEST
instance that started the processing.RESPONSE
instance that ends the processing - it may be null
in case it was not
received or an error has occurred.Throwable
error that was thrown by the operation.Consider the following example:
Response decoratedMethod(Request request) {
Context parentContext = Context.current();
if (!instrumenter.shouldStart(parentContext, request)) {
return actualMethod(request);
}
Context context = instrumenter.start(parentContext, request);
try (Scope scope = context.makeCurrent()) {
Response response = actualMethod(request);
instrumenter.end(context, request, response, null);
return response;
} catch (Throwable error) {
instrumenter.end(context, request, null, error);
throw error;
}
}
In the code sample the context
returned by the start()
method is passed along to the end()
method. The end()
method is always called, regardless of the outcome of the
decorated actualMethod()
, be it a valid response or an error.
Instrumenter
using an InstrumenterBuilder
An Instrumenter
can be obtained by calling its static builder()
method and using the
returned InstrumenterBuilder
to configure captured telemetry and apply customizations.
The builder()
method accepts three arguments:
OpenTelemetry
instance, which is used to obtain the Tracer
and Meter
objects.SpanNameExtractor
that determines the span name.An Instrumenter
can be built from several smaller components. The following subsections describe
all interfaces that can be used to customize an Instrumenter
.
By setting the instrumentation library version, you let users identify which version of your
instrumentation produced the telemetry. Make sure you always provide the version to
the Instrumenter
. You can do this in two ways:
setInstrumentationVersion()
method on the InstrumenterBuilder
.By making sure that the JAR file with your instrumentation library contains a properties file in
the META-INF/io/opentelemetry/instrumentation/
directory. You must name the file
${instrumentationName}.properties
, where ${instrumentationName}
is the name of the
instrumentation library passed to the Instrumenter#builder()
method. The file must contain a
single property, version
. For example:
# META-INF/io/opentelemetry/instrumentation/my-instrumentation.properties
version=1.2.3
The Instrumenter
automatically detects the properties file and determines the instrumentation
version based on its name.
If the Instrumenter
adheres to a specific OpenTelemetry schema, you can set the schema URL using
the setSchemaUrl()
method on the InstrumenterBuilder
. To learn more about the OpenTelemetry
schemas see the Overview.
SpanNameExtractor
A SpanNameExtractor
is a simple functional interface that accepts the REQUEST
type and returns
the span name. For more detailed guidelines on span naming please take a look at
the Span
specification
and the
tracing semantic conventions.
Consider the following example:
class MySpanNameExtractor implements SpanNameExtractor<Request> {
@Override
public String extract(Request request) {
return request.getOperationName();
}
}
The example SpanNameExtractor
implementation takes a fitting value provided by the request type
and uses it as a span name. Notice that SpanNameExtractor
is a @FunctionalInterface
: instead of
implementing it as a separate class you can just pass Request::getOperationName
to the builder()
method.
AttributesExtractor
An AttributesExtractor
is responsible for extracting span and metric attributes when the
processing starts and ends. It contains two methods:
onStart()
method is called when the instrumented operation starts. It accepts two
parameters: an AttributesBuilder
instance and the incoming REQUEST
instance.onEnd()
method is called when the instrumented operation ends. It accepts the same two
parameters as onStart()
and also an optional RESPONSE
and an optional Throwable
error.The aim of both methods is to extract interesting attributes from the received request (and response
or error) and set them into the builder. In general, it is better to populate attributes
onStart()
, as these attributes will be available to the Sampler
.
Consider the following example:
class MyAttributesExtractor implements AttributesExtractor<Request, Response> {
private static final AttributeKey<String> NAME = stringKey("mylib.name");
private static final AttributeKey<Long> COUNT = longKey("mylib.count");
@Override
public void onStart(AttributesBuilder attributes, Request request) {
set(attributes, NAME, request.getName());
}
@Override
public void onEnd(
AttributesBuilder attributes,
Request request,
@Nullable Response response,
@Nullable Throwable error) {
if (response != null) {
set(attributes, COUNT, response.getCount());
}
}
}
The sample AttributesExtractor
implementation above sets two attributes: one extracted from the
request, one from the response. It is recommended to keep AttributeKey
instances as static final
constants and reuse them. Creating a new key each time an attribute is set risks introducing
unnecessary overhead.
You can add an AttributesExtractor
to the InstrumenterBuilder
by using
the addAttributesExtractor()
or addAttributesExtractors()
methods.
SpanStatusExtractor
By default, the span status is set to StatusCode.ERROR
when a Throwable
error occurs, and
to StatusCode.UNSET
in all other cases. Setting a custom SpanStatusExtractor
allows to customize
this behavior.
The SpanStatusExtractor
interface has only one method extract()
that accepts the REQUEST
, an
optional RESPONSE
and an optional Throwable
error. It is supposed to return a StatusCode
that
will be set when the span wrapping the instrumented operation ends. Consider the following example:
class MySpanStatusExtractor implements SpanStatusExtractor<Request, Response> {
@Override
public StatusCode extract(
Request request,
@Nullable Response response,
@Nullable Throwable error) {
if (response != null) {
return response.isSuccessful() ? StatusCode.OK : StatusCode.ERROR;
}
return SpanStatusExtractor.getDefault().extract(request, response, error);
}
}
The sample SpanStatusExtractor
implementation above returns a custom StatusCode
depending on the
operation result, encoded in the response class. If the response was not present (for example,
because of an error) it falls back to the default behavior, represented by
the SpanStatusExtractor.getDefault()
method.
You can set the SpanStatusExtractor
in the InstrumenterBuilder
by using
the setSpanStatusExtractor()
method.
SpanLinksExtractor
The SpanLinksExtractor
interface can be used to add links to other spans when the instrumented
operation starts. It has a single extract()
method that receives the following arguments:
SpanLinkBuilder
that can be used to add the links.Context
that was passed in to Instrumenter#start()
.REQUEST
instance that was passed in to Instrumenter#start()
.You can read more about span links and their use cases here.
Consider the following example:
class MySpanLinksExtractor implements SpanLinksExtractor<Request> {
@Override
public void extract(SpanLinksBuilder spanLinks, Context parentContext, Request request) {
for (RelatedOperation op : request.getRelatedOperations()) {
spanLinks.addLink(op.getSpanContext());
}
}
}
In the SpanLinksExtractor
sample implementation, the request object uses a
convenient getRelatedOperations()
method to find all spans that should be linked to the newly
created one. When such a function doesn't exist, you need to construct SpanContext
by extracting
information from a data structure representing request headers or metadata.
You can add a SpanLinksExtractor
to the InstrumenterBuilder
by using
the addSpanLinksExtractor()
method.
ErrorCauseExtractor
When an error occurs, the root cause might be hidden behind several "wrapper" exception types, like
an ExecutionException
or a CompletionException
from the Java standard library. By default, the
known wrapper exception types from the JDK are removed from the captured error. To remove other
wrapper exceptions, like the ones provided by the instrumented library, you can implement
the ErrorCauseExtractor
, which has the following features:
extractCause()
that is responsible for stripping the unnecessary
exception layers and extracting the actual error that caused the operation to fail.Throwable
and returns a Throwable
.Consider the following example:
class MyErrorCauseExtractor implements ErrorCauseExtractor {
@Override
public Throwable extract(Throwable error) {
if (error instanceof MyLibWrapperException && error.getCause() != null) {
error = error.getCause();
}
return ErrorCauseExtractor.jdk().extractCause(error);
}
}
The example ErrorCauseExtractor
implementation checks whether the error is an instance
of MyLibWrapperException
and has a cause, in which case it unwraps it.
The error.getCause() != null
check is very relevant: if the extractor did not verify both
conditions, it could accidentally remove the whole exception, making the instrumentation miss an
error and thus radically changing the captured telemetry. Next, the extractor falls back to the
default jdk()
implementation that removes the known JDK wrapper exception types.
You can set the ErrorCauseExtractor
in the InstrumenterBuilder
using
the setErrorCauseExtractor()
method.
OperationMetrics
and OperationListener
If you need to add metrics to the Instrumenter
you can implement the OperationMetrics
and OperationListener
interfaces. OperationMetrics
is simply a factory interface for
the OperationListener
- it receives an OpenTelemetry Meter
and returns a new listener.
The OperationListener
contains two methods:
onStart()
that gets executed when the instrumented operation starts. It returns a Context
- it
can be used to store internal metrics state that should be propagated to the onEnd()
call, if
needed.onEnd()
that gets executed when the instrumented operation ends.Both methods accept a Context
, an instance of Attributes
that contains either attributes
computed on instrumented operation start or end, and the start and end nanoseconds timestamp that
can be used to accurately compute the duration.
Consider the following example:
class MyOperationMetrics implements OperationListener {
static OperationMetrics get() {
return MyOperationMetrics::new;
}
private final LongUpDownCounter activeRequests;
MyOperationMetrics(Meter meter) {
activeRequests = meter
.upDownCounterBuilder("mylib.active_requests")
.setUnit("{requests}")
.build();
}
@Override
public Context onStart(Context context, Attributes startAttributes, long startNanos) {
activeRequests.add(1, startAttributes);
return context.with(new MyMetricsState(startAttributes));
}
@Override
public void onEnd(Context context, Attributes endAttributes, long endNanos) {
MyMetricsState state = MyMetricsState.get(context);
activeRequests.add(1, state.startAttributes());
}
}
The sample class listed above implements the OperationMetrics
factory interface in the
static get()
method. The listener implementation uses a counter to measure the number of requests
that are currently in flight. Notice that the state between onStart()
and onEnd()
method is
shared using the MyMetricsState
class (a mostly trivial data class, not listed in the example
above), passed between the methods using the Context
.
You can add OperationMetrics
to the InstrumenterBuilder
using the addOperationMetrics()
method.
Context
with the ContextCustomizer
In some rare cases, there is a need to enrich the Context
before it is returned from
the Instrumenter#start()
method. The ContextCustomizer
interface can be used to achieve that. It
exposes a single onStart()
method that accepts a Context
, a REQUEST
and Attributes
extracted
on the operation start, and returns a modified Context
.
Consider the following example:
class MyContextCustomizer implements ContextCustomizer<Request> {
@Override
public Context onStart(Context context, Request request, Attributes startAttributes) {
return context.with(new InProcessingAttributesHolder());
}
}
The sample ContextCustomizer
listed above inserts an additional InProcessingAttributesHolder
to
the Context
before it is returned from the Instrumenter#start()
method.
The InProcessingAttributesHolder
class, as its name implies, may be used to keep track of
attributes that are not available on request start or end - for example, if the instrumented library
exposes important information only during the processing. The holder class can be looked up from the
current Context
and filled in with that information between the instrumented operation start and
end. It can be later passed as RESPONSE
type (or a part of it) to the Instrumenter#end()
method
so that the configured AttributesExtractor
can process the collected information and turn it into
telemetry attributes.
You can add a ContextCustomizer
to the InstrumenterBuilder
using the addContextCustomizer()
method.
In some rare cases it may be useful to completely disable the constructed Instrumenter
, for
example, based on a configuration property. The InstrumenterBuilder
exposes a setEnabled()
method for that: passing false
will turn the newly created Instrumenter
into a no-op instance.
SpanKindExtractor
and get a new Instrumenter
The Instrumenter
creation process ends with calling one of the following InstrumenterBuilder
methods:
buildInstrumenter()
: the returned Instrumenter
will always start spans with kind INTERNAL
.buildInstrumenter(SpanKindExtractor)
: the returned Instrumenter
will always start spans with
kind determined by the passed SpanKindExtractor
.buildClientInstrumenter(TextMapSetter)
: the returned Instrumenter
will always start CLIENT
spans and will propagate operation context into the outgoing request.buildServerInstrumenter(TextMapGetter)
: the returned Instrumenter
will always start SERVER
spans and will extract the parent span context from the incoming request.buildProducerInstrumenter(TextMapSetter)
: the returned Instrumenter
will always start PRODUCER
spans and will propagate operation context into the outgoing request.buildConsumerInstrumenter(TextMapGetter)
: the returned Instrumenter
will always start CONSUMER
spans and will extract the parent span context from the incoming request.The last four variants that create non-INTERNAL
spans accept either TextMapSetter
or TextMapGetter
implementations as parameters. These are needed to correctly implement the
context propagation between services. If you want to learn how to use and implement these
interfaces, read
the OpenTelemetry Java docs.
The SpanKindExtractor
interface, accepted by the second variant from the list above, is a simple
interface that accepts a REQUEST
and returns a SpanKind
that should be used when starting the
span for this operation. Consider the following example:
class MySpanKindExtractor implements SpanKindExtractor<Request> {
@Override
public SpanKind extract(Request request) {
return request.shouldSynchronouslyWaitForResponse() ? SpanKind.CLIENT : SpanKind.PRODUCER;
}
}
The example SpanKindExtractor
above decides whether to use PRODUCER
or CLIENT
based on how the
request is going to be processed. This example reflects a real-life scenario: you might find
similar code in a messaging library instrumentation, since according to
the OpenTelemetry messaging semantic conventions
the span kind should be set to CLIENT
if sending the message is completely synchronous and waits
for the response.