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Optimize advice with FilteredAttributes (#6633)
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sdk/metrics/src/jmh/java/io/opentelemetry/sdk/metrics/MetricAdviceBenchmark.java
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/* | ||
* Copyright The OpenTelemetry Authors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package io.opentelemetry.sdk.metrics; | ||
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import io.opentelemetry.api.common.AttributeKey; | ||
import io.opentelemetry.api.common.Attributes; | ||
import io.opentelemetry.api.incubator.metrics.ExtendedLongCounterBuilder; | ||
import io.opentelemetry.api.metrics.LongCounter; | ||
import io.opentelemetry.api.metrics.Meter; | ||
import io.opentelemetry.sdk.testing.exporter.InMemoryMetricReader; | ||
import java.util.Arrays; | ||
import java.util.List; | ||
import java.util.concurrent.TimeUnit; | ||
import org.openjdk.jmh.annotations.Benchmark; | ||
import org.openjdk.jmh.annotations.BenchmarkMode; | ||
import org.openjdk.jmh.annotations.Fork; | ||
import org.openjdk.jmh.annotations.Level; | ||
import org.openjdk.jmh.annotations.Measurement; | ||
import org.openjdk.jmh.annotations.Mode; | ||
import org.openjdk.jmh.annotations.OutputTimeUnit; | ||
import org.openjdk.jmh.annotations.Param; | ||
import org.openjdk.jmh.annotations.Scope; | ||
import org.openjdk.jmh.annotations.Setup; | ||
import org.openjdk.jmh.annotations.State; | ||
import org.openjdk.jmh.annotations.TearDown; | ||
import org.openjdk.jmh.annotations.Threads; | ||
import org.openjdk.jmh.annotations.Warmup; | ||
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@BenchmarkMode({Mode.AverageTime}) | ||
@OutputTimeUnit(TimeUnit.NANOSECONDS) | ||
@Warmup(iterations = 5, time = 1) | ||
@Measurement(iterations = 10, time = 1) | ||
@Fork(1) | ||
public class MetricAdviceBenchmark { | ||
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static final AttributeKey<String> HTTP_REQUEST_METHOD = | ||
AttributeKey.stringKey("http.request.method"); | ||
static final AttributeKey<String> URL_PATH = AttributeKey.stringKey("url.path"); | ||
static final AttributeKey<String> URL_SCHEME = AttributeKey.stringKey("url.scheme"); | ||
static final AttributeKey<Long> HTTP_RESPONSE_STATUS_CODE = | ||
AttributeKey.longKey("http.response.status_code"); | ||
static final AttributeKey<String> HTTP_ROUTE = AttributeKey.stringKey("http.route"); | ||
static final AttributeKey<String> NETWORK_PROTOCOL_NAME = | ||
AttributeKey.stringKey("network.protocol.name"); | ||
static final AttributeKey<Long> SERVER_PORT = AttributeKey.longKey("server.port"); | ||
static final AttributeKey<String> URL_QUERY = AttributeKey.stringKey("url.query"); | ||
static final AttributeKey<String> CLIENT_ADDRESS = AttributeKey.stringKey("client.address"); | ||
static final AttributeKey<String> NETWORK_PEER_ADDRESS = | ||
AttributeKey.stringKey("network.peer.address"); | ||
static final AttributeKey<Long> NETWORK_PEER_PORT = AttributeKey.longKey("network.peer.port"); | ||
static final AttributeKey<String> NETWORK_PROTOCOL_VERSION = | ||
AttributeKey.stringKey("network.protocol.version"); | ||
static final AttributeKey<String> SERVER_ADDRESS = AttributeKey.stringKey("server.address"); | ||
static final AttributeKey<String> USER_AGENT_ORIGINAL = | ||
AttributeKey.stringKey("user_agent.original"); | ||
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static final List<AttributeKey<?>> httpServerMetricAttributeKeys = | ||
Arrays.asList( | ||
HTTP_REQUEST_METHOD, | ||
URL_SCHEME, | ||
HTTP_RESPONSE_STATUS_CODE, | ||
HTTP_ROUTE, | ||
NETWORK_PROTOCOL_NAME, | ||
SERVER_PORT, | ||
NETWORK_PROTOCOL_VERSION, | ||
SERVER_ADDRESS); | ||
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static Attributes httpServerMetricAttributes() { | ||
return Attributes.builder() | ||
.put(HTTP_REQUEST_METHOD, "GET") | ||
.put(URL_SCHEME, "http") | ||
.put(HTTP_RESPONSE_STATUS_CODE, 200) | ||
.put(HTTP_ROUTE, "/v1/users/{id}") | ||
.put(NETWORK_PROTOCOL_NAME, "http") | ||
.put(SERVER_PORT, 8080) | ||
.put(NETWORK_PROTOCOL_VERSION, "1.1") | ||
.put(SERVER_ADDRESS, "localhost") | ||
.build(); | ||
} | ||
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static Attributes httpServerSpanAttributes() { | ||
return Attributes.builder() | ||
.put(HTTP_REQUEST_METHOD, "GET") | ||
.put(URL_PATH, "/v1/users/123") | ||
.put(URL_SCHEME, "http") | ||
.put(HTTP_RESPONSE_STATUS_CODE, 200) | ||
.put(HTTP_ROUTE, "/v1/users/{id}") | ||
.put(NETWORK_PROTOCOL_NAME, "http") | ||
.put(SERVER_PORT, 8080) | ||
.put(URL_QUERY, "with=email") | ||
.put(CLIENT_ADDRESS, "192.168.0.17") | ||
.put(NETWORK_PEER_ADDRESS, "192.168.0.17") | ||
.put(NETWORK_PEER_PORT, 11265) | ||
.put(NETWORK_PROTOCOL_VERSION, "1.1") | ||
.put(SERVER_ADDRESS, "localhost") | ||
.put(USER_AGENT_ORIGINAL, "okhttp/1.27.2") | ||
.build(); | ||
} | ||
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static final Attributes CACHED_HTTP_SERVER_SPAN_ATTRIBUTES = httpServerSpanAttributes(); | ||
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@State(Scope.Benchmark) | ||
public static class ThreadState { | ||
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@Param InstrumentParam instrumentParam; | ||
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SdkMeterProvider meterProvider; | ||
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@Setup(Level.Iteration) | ||
public void setup() { | ||
meterProvider = | ||
SdkMeterProvider.builder() | ||
.registerMetricReader(InMemoryMetricReader.createDelta()) | ||
.build(); | ||
Meter meter = meterProvider.get("meter"); | ||
instrumentParam.instrument().setup(meter); | ||
} | ||
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@TearDown | ||
public void tearDown() { | ||
meterProvider.shutdown().join(10, TimeUnit.SECONDS); | ||
} | ||
} | ||
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@Benchmark | ||
@Threads(1) | ||
public void record(ThreadState threadState) { | ||
threadState.instrumentParam.instrument().record(1); | ||
} | ||
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@SuppressWarnings("ImmutableEnumChecker") | ||
public enum InstrumentParam { | ||
/** | ||
* Record HTTP span attributes without advice. This baseline shows the CPU and memory allocation | ||
* independent of advice. | ||
*/ | ||
NO_ADVICE_ALL_ATTRIBUTES( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = ((ExtendedLongCounterBuilder) meter.counterBuilder("counter")).build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, httpServerSpanAttributes()); | ||
} | ||
}), | ||
/** | ||
* Record HTTP metric attributes without advice. This baseline shows the lower bound if | ||
* attribute filtering was done in instrumentation instead of the metrics SDK with advice. It's | ||
* not quite fair though because instrumentation would have to separately allocate attributes | ||
* for spans and metrics, whereas with advice, we can manage to only allocate span attributes | ||
* and a lightweight metrics attributes view derived from span attributes. | ||
*/ | ||
NO_ADVICE_FILTERED_ATTRIBUTES( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = ((ExtendedLongCounterBuilder) meter.counterBuilder("counter")).build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, httpServerMetricAttributes()); | ||
} | ||
}), | ||
/** | ||
* Record cached HTTP span attributes without advice. This baseline helps isolate the CPU and | ||
* memory allocation for recording vs. creating attributes. | ||
*/ | ||
NO_ADVICE_ALL_ATTRIBUTES_CACHED( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = ((ExtendedLongCounterBuilder) meter.counterBuilder("counter")).build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, CACHED_HTTP_SERVER_SPAN_ATTRIBUTES); | ||
} | ||
}), | ||
/** | ||
* Record HTTP span attributes with advice filtering to HTTP metric attributes. This is meant to | ||
* realistically demonstrate a typical HTTP server instrumentation scenario. | ||
*/ | ||
ADVICE_ALL_ATTRIBUTES( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = | ||
((ExtendedLongCounterBuilder) meter.counterBuilder("counter")) | ||
.setAttributesAdvice(httpServerMetricAttributeKeys) | ||
.build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, httpServerSpanAttributes()); | ||
} | ||
}), | ||
/** | ||
* Record HTTP metric attributes with advice filtering to HTTP metric attributes. This | ||
* demonstrates the overhead of advice when no attributes are filtered. | ||
*/ | ||
ADVICE_FILTERED_ATTRIBUTES( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = | ||
((ExtendedLongCounterBuilder) meter.counterBuilder("counter")) | ||
.setAttributesAdvice(httpServerMetricAttributeKeys) | ||
.build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, httpServerMetricAttributes()); | ||
} | ||
}), | ||
/** | ||
* Record cached HTTP span attributes with advice filtering to HTTP metric attributes. This | ||
* isolates the CPU and memory allocation for applying advice vs. creating attributes. | ||
*/ | ||
ADVICE_ALL_ATTRIBUTES_CACHED( | ||
new Instrument() { | ||
private LongCounter counter; | ||
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@Override | ||
void setup(Meter meter) { | ||
counter = | ||
((ExtendedLongCounterBuilder) meter.counterBuilder("counter")) | ||
.setAttributesAdvice(httpServerMetricAttributeKeys) | ||
.build(); | ||
} | ||
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@Override | ||
void record(long value) { | ||
counter.add(value, CACHED_HTTP_SERVER_SPAN_ATTRIBUTES); | ||
} | ||
}); | ||
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private final Instrument instrument; | ||
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InstrumentParam(Instrument instrument) { | ||
this.instrument = instrument; | ||
} | ||
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Instrument instrument() { | ||
return instrument; | ||
} | ||
} | ||
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private abstract static class Instrument { | ||
abstract void setup(Meter meter); | ||
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abstract void record(long value); | ||
} | ||
} |
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