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Original file line number Diff line number Diff line change
Expand Up @@ -78,6 +78,7 @@ public final class GeneralConfig {
"trace.tracer.metrics.ignored.resources";
public static final String TRACE_STATS_CARDINALITY_LIMITS_ENABLED =
"trace.stats.cardinality.limits.enabled";
public static final String TRACE_STATS_ADDITIONAL_TAGS = "trace.stats.additional.tags";

public static final String AZURE_APP_SERVICES = "azure.app.services";
public static final String INTERNAL_EXIT_ON_FAILURE = "trace.internal.exit.on.failure";
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Original file line number Diff line number Diff line change
@@ -0,0 +1,154 @@
package datadog.trace.common.metrics;

import static datadog.trace.bootstrap.instrumentation.api.Tags.SPAN_KIND;
import static datadog.trace.bootstrap.instrumentation.api.Tags.SPAN_KIND_CLIENT;
import static java.util.concurrent.TimeUnit.SECONDS;

import datadog.trace.api.WellKnownTags;
import datadog.trace.core.CoreSpan;
import de.thetaphi.forbiddenapis.SuppressForbidden;
import java.util.Arrays;
import java.util.Collections;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.concurrent.ThreadLocalRandom;
import org.openjdk.jmh.annotations.Benchmark;
import org.openjdk.jmh.annotations.BenchmarkMode;
import org.openjdk.jmh.annotations.Fork;
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;
import org.openjdk.jmh.infra.Blackhole;

/**
* JMH benchmark exercising the span-derived primary tags pipeline added in CSS v1.3.0. Parallel to
* {@link AdversarialMetricsBenchmark} but configures two additional-tag keys (each with a per-key
* cardinality cap of {@link MetricCardinalityLimits#ADDITIONAL_TAG_VALUE}) and generates unique
* values per op so the cap saturates fast. The benchmark measures the cost of:
*
* <ul>
* <li>producer-side capture: {@code ClientStatsAggregator.captureAdditionalTagValues} walks the
* schema and pulls each key via {@code unsafeGetTag}.
* <li>aggregator-side canonicalization: {@code AdditionalTagsSchema.register(i, value)} runs a
* {@link TagCardinalityHandler} probe + insert, returning the per-key blocked sentinel once
* the per-cycle value budget is exhausted.
* <li>cycle-reset flush: at every reporting cycle, the schema fires one {@code
* HealthMetrics.onTagCardinalityBlocked(name, count)} per affected key.
* </ul>
*
* <p>The aim is not absolute throughput numbers but a regression guard for the additional-tags hot
* path: any future refactor that adds a tag-map lookup, allocates per call, or pulls the
* sentinel-materialization onto the hot path should show up as a step change here.
*
* <p><b>Interpreting the {@code limitsEnabled} parameter.</b> The two arms are NOT a fair "cost of
* limiting" comparison and should not be read as one. With this benchmark's unbounded distinct
* values, the per-key budget saturates almost immediately and the two modes diverge into different
* downstream behavior, not just a different branch in {@code register}:
*
* <ul>
* <li>{@code limitsEnabled=true}: every over-budget span collapses to the single {@code
* "<key>:blocked_by_tracer"} sentinel entry, so {@code findOrInsert} always hits a live entry
* and {@code recordOneDuration} (a DDSketch histogram insert) runs for every drained span.
* <li>{@code limitsEnabled=false}: every over-budget value canonicalizes to a distinct entry, so
* the table saturates at {@code maxAggregates} and most subsequent spans are dropped at
* {@code findOrInsert} -- never reaching the histogram.
* </ul>
*
* <p>So {@code limitsEnabled=true} measures lower throughput here precisely because it does MORE
* useful work per span (it keeps the masked data and records it) where the disabled arm drops the
* overflow. A 2026-06-03 run (3 forks, -prof gc) measured {@code false} at ~19.8M ops/s / 820 B/op
* and {@code true} at ~12.4M ops/s / 888 B/op -- the higher per-op allocation under limits is the
* histogram recording, not the sentinel path. Throughput CIs were wide (>20%); the per-op
* allocation figures are the reliable signal. A production workload with a bounded value set never
* saturates the budget and sees neither arm's overflow behavior (cf. {@code
* HighCardinalityResourceMetricsBenchmark}, which is at parity with limits on/off).
*/
@State(Scope.Benchmark)
@Warmup(iterations = 2, time = 15, timeUnit = SECONDS)
@Measurement(iterations = 5, time = 15, timeUnit = SECONDS)
@BenchmarkMode(Mode.Throughput)
@OutputTimeUnit(SECONDS)
@Threads(8)
@Fork(value = 1)
public class AdditionalTagsMetricsBenchmark {

private ClientStatsAggregator aggregator;
private AdversarialMetricsBenchmark.CountingHealthMetrics health;

/**
* Whether the {@link TagCardinalityHandler}s inside {@link AdditionalTagsSchema} substitute the
* {@code blocked_by_tracer} sentinel once the per-key budget is exhausted. JMH runs both values
* within the same fork so the two modes see equivalent thermal conditions.
*/
@Param({"false", "true"})
public boolean limitsEnabled;

@State(Scope.Thread)
public static class ThreadState {
int cursor;
}

@Setup
public void setup() {
this.health = new AdversarialMetricsBenchmark.CountingHealthMetrics();
// Two configured additional tags. Each key gets a TagCardinalityHandler capped at
// MetricCardinalityLimits.ADDITIONAL_TAG_VALUE (512) distinct values per cycle. The benchmark
// generates 65k distinct values per key so the cap saturates quickly and most ops return the
// blocked sentinel -- that's the contention we want to measure.
AdditionalTagsSchema additionalTagsSchema =
AdditionalTagsSchema.from(
new LinkedHashSet<>(Arrays.asList("region", "tenant_id")), this.health, limitsEnabled);
this.aggregator =
new ClientStatsAggregator(
new WellKnownTags("", "", "", "", "", ""),
Collections.emptySet(),
additionalTagsSchema,
new ClientStatsAggregatorBenchmark.FixedAgentFeaturesDiscovery(
Collections.singleton("peer.hostname"), Collections.emptySet()),
this.health,
new ClientStatsAggregatorBenchmark.NullSink(),
2048,
2048,
false);
this.aggregator.start();
}

@TearDown
@SuppressForbidden
public void tearDown() {
aggregator.close();
System.err.println("[ADDITIONAL-TAGS] counters (across all threads, single fork):");
System.err.println(" onStatsInboxFull = " + health.inboxFull.sum());
System.err.println(" onStatsAggregateDropped = " + health.aggregateDropped.sum());
}

@Benchmark
public void publish(ThreadState ts, Blackhole blackhole) {
int idx = ts.cursor++;
ThreadLocalRandom rng = ThreadLocalRandom.current();

// Distinct values per op -- 65k regions × 65k tenants × random durations. With the per-key cap
// (ADDITIONAL_TAG_VALUE = 512), the first 512 distinct values per key admit; the rest collapse
// to the blocked sentinel and increment the per-tag block counter via the schema's flush path.
int scrambled = idx * 0x9E3779B1;
String region = "region-" + ((scrambled >>> 4) & 0xFFFF);
String tenant = "tenant-" + ((scrambled >>> 16) & 0xFFFF);
long durationNanos = 1L + (rng.nextLong() & 0x3FFFFFFFL);

SimpleSpan span =
new SimpleSpan("svc", "op", "res", "web", true, true, false, 0, durationNanos, 200);
span.setTag(SPAN_KIND, SPAN_KIND_CLIENT);
span.setTag("region", region);
span.setTag("tenant_id", tenant);

List<CoreSpan<?>> trace = Collections.singletonList(span);
blackhole.consume(aggregator.publish(trace));
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,165 @@
package datadog.trace.common.metrics;

import datadog.trace.bootstrap.instrumentation.api.UTF8BytesString;
import datadog.trace.core.monitor.HealthMetrics;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Set;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
* Immutable schema describing the configured span-derived primary tag keys. Built once from {@code
* Config.getTraceStatsAdditionalTags()} at aggregator construction; not replaced at runtime.
*
* <p>Parallels {@link PeerTagSchema} for shape: a sorted, deduped, validated, capped {@code
* String[]} of names plus per-name {@link TagCardinalityHandler}s for UTF8 caching and value-level
* cardinality limiting. The handlers are reset each reporting cycle via {@link #resetHandlers()}.
*
* <p>What's pre-built:
*
* <ul>
* <li>{@link #names} -- the alphabetically sorted, deduped, validated, capped list of tag keys.
* <li>{@link #blockedSentinels} -- one shared {@code UTF8BytesString("<key>:blocked_by_tracer")}
* per configured key, returned when the per-tag cardinality budget is exhausted.
* <li>{@link #handlers} -- one {@link TagCardinalityHandler} per key providing UTF8 reuse and
* per-cycle cardinality limiting. Aggregator-thread-only; reset each cycle.
* </ul>
*/
final class AdditionalTagsSchema {

private static final Logger log = LoggerFactory.getLogger(AdditionalTagsSchema.class);

/**
* Backend stats pipeline supports a small number of primary tag dimensions (4 by default, up to
* ~10 for elevated quotas). Configuring more than this is misuse; we drop the overflow at
* startup.
*/
static final int MAX_ADDITIONAL_TAG_KEYS = 10;

static final String BLOCKED_VALUE = "blocked_by_tracer";

/** Singleton empty schema returned when no additional tags are configured. */
static final AdditionalTagsSchema EMPTY =
new AdditionalTagsSchema(
new String[0], new UTF8BytesString[0], new TagCardinalityHandler[0], HealthMetrics.NO_OP);

final String[] names;
final UTF8BytesString[] blockedSentinels;

/** Per-key handlers providing UTF8 caching and per-cycle cardinality limiting. */
private final TagCardinalityHandler[] handlers;

private final HealthMetrics healthMetrics;

private AdditionalTagsSchema(
String[] names,
UTF8BytesString[] blockedSentinels,
TagCardinalityHandler[] handlers,
HealthMetrics healthMetrics) {
this.names = names;
this.blockedSentinels = blockedSentinels;
this.handlers = handlers;
this.healthMetrics = healthMetrics;
}

/**
* Builds a schema from the configured tag keys. Validates each key (non-empty, no {@code :}),
* sorts alphabetically, dedupes, and caps at {@link #MAX_ADDITIONAL_TAG_KEYS}. Returns the shared
* empty schema when {@code configured} is null or empty.
*/
/** Test convenience: uses {@link HealthMetrics#NO_OP}. */
Comment on lines +67 to +72
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The javadoc looks orphaned/misplaced here

static AdditionalTagsSchema from(Set<String> configured) {
return from(configured, HealthMetrics.NO_OP, AggregateEntry.LIMITS_ENABLED);
}

static AdditionalTagsSchema from(Set<String> configured, HealthMetrics healthMetrics) {
return from(configured, healthMetrics, AggregateEntry.LIMITS_ENABLED);
}

static AdditionalTagsSchema from(
Set<String> configured, HealthMetrics healthMetrics, boolean useBlockedSentinel) {
if (configured == null || configured.isEmpty()) {
return EMPTY;
}
List<String> valid = new ArrayList<>();
for (String key : configured) {
if (key == null || key.isEmpty()) {
log.warn("Ignoring empty additional metric tag key");
continue;
}
if (key.contains(":")) {
log.warn("Ignoring additional metric tag key '{}': keys must not contain ':'", key);
continue;
}
valid.add(key);
}
if (valid.isEmpty()) {
return EMPTY;
}
Collections.sort(valid);
// Dedup (sort brings duplicates adjacent)
List<String> deduped = new ArrayList<>(valid.size());
String prev = null;
for (String key : valid) {
if (!key.equals(prev)) {
deduped.add(key);
prev = key;
}
}
if (deduped.size() > MAX_ADDITIONAL_TAG_KEYS) {
log.warn(
"Configured additional metric tag keys ({}) exceeds the supported limit of {}; "
+ "dropping extra keys: {}",
deduped.size(),
MAX_ADDITIONAL_TAG_KEYS,
deduped.subList(MAX_ADDITIONAL_TAG_KEYS, deduped.size()));
deduped = deduped.subList(0, MAX_ADDITIONAL_TAG_KEYS);
}
String[] namesArr = deduped.toArray(new String[0]);
UTF8BytesString[] sentinels = new UTF8BytesString[namesArr.length];
TagCardinalityHandler[] handlersArr = new TagCardinalityHandler[namesArr.length];
for (int i = 0; i < namesArr.length; i++) {
sentinels[i] = UTF8BytesString.create(namesArr[i] + ":" + BLOCKED_VALUE);
handlersArr[i] =
new TagCardinalityHandler(
namesArr[i], MetricCardinalityLimits.ADDITIONAL_TAG_VALUE, useBlockedSentinel);
}
return new AdditionalTagsSchema(namesArr, sentinels, handlersArr, healthMetrics);
}

int size() {
return names.length;
}

String name(int i) {
return names[i];
}

UTF8BytesString blockedSentinel(int i) {
return blockedSentinels[i];
}

/**
* Canonicalizes {@code value} for the additional tag at slot {@code i} through the per-key {@link
* TagCardinalityHandler}: provides UTF8 caching and returns the per-tag blocked sentinel when the
* per-cycle budget is exhausted. Returns {@link UTF8BytesString#EMPTY} for null inputs.
*/
UTF8BytesString register(int i, String value) {
return handlers[i].register(value);
}

/**
* Resets every handler's working set and flushes accumulated block counts to {@link
* HealthMetrics}. Must be called on the aggregator thread each cycle.
*/
void resetHandlers() {
for (int i = 0; i < handlers.length; i++) {
long blocked = handlers[i].reset();
if (blocked > 0) {
healthMetrics.onTagCardinalityBlocked(names[i], blocked);
}
}
}
}
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