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Change to metrics to keep track of when the metric value was first set
This CL also adds IncrementableMetric#reset() methods to allow resetting the value and start timestamp of IncrementableMetrics. This is necessary because some backends, like Stackdriver, use non-monotonic changes in cumulative metric values to detect timeseries restarts. Tracking and re-setting the start timestamp allows users to track mostly monotonic metrics which may have non-monotonic discontinuities. See https://cloud.google.com/monitoring/api/ref_v3/rest/v3/TimeSeries#Point for more details. ------------- Created by MOE: https://github.com/google/moe MOE_MIGRATED_REVID=130795229
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b6eaba08eb
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91f8b6da38
7 changed files with 192 additions and 26 deletions
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@ -20,8 +20,12 @@ import com.google.common.annotations.VisibleForTesting;
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import com.google.common.collect.ImmutableList;
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import com.google.common.collect.ImmutableSet;
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import com.google.common.util.concurrent.AtomicLongMap;
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import com.google.common.util.concurrent.Striped;
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import google.registry.monitoring.metrics.MetricSchema.Kind;
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import java.util.Map.Entry;
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import java.util.Set;
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import java.util.concurrent.ConcurrentHashMap;
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import java.util.concurrent.locks.Lock;
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import javax.annotation.concurrent.ThreadSafe;
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import org.joda.time.Instant;
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@ -29,17 +33,53 @@ import org.joda.time.Instant;
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* A metric which stores Long values. It is stateful and can be changed in increments.
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*
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* <p>This metric is generally suitable for counters, such as requests served or errors generated.
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*
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* <p>The start of the {@link MetricPoint#interval()} of values of instances of this metric will be
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* set to the time that the metric was first set or last {@link #reset()}.
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*/
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@ThreadSafe
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public final class Counter extends AbstractMetric<Long>
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implements SettableMetric<Long>, IncrementableMetric {
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/**
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* The below constants replicate the default initial capacity, load factor, and concurrency level
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* for {@link ConcurrentHashMap} as of Java SE 7. They are hardcoded here so that the concurrency
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* level in {@code valueLocks} below can be set identically.
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*/
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private static final int HASHMAP_INITIAL_CAPACITY = 16;
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private static final float HASHMAP_LOAD_FACTOR = 0.75f;
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private static final int HASHMAP_CONCURRENCY_LEVEL = 16;
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private static final String LABEL_COUNT_ERROR =
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"The count of labelValues must be equal to the underlying "
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+ "MetricDescriptor's count of labels.";
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/**
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* A map of the {@link Counter} values, with a list of label values as the keys.
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*
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* <p>This should be modified in a critical section with {@code valueStartTimestamps} so that the
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* values are in sync.
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*/
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private final AtomicLongMap<ImmutableList<String>> values = AtomicLongMap.create();
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/**
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* A map of the {@link Instant} that each value was created, with a list of label values as the
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* keys. The start timestamp (as part of the {@link MetricPoint#interval()} can be used by
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* implementations of {@link MetricWriter} to encode resets of monotonic counters.
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*/
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private final ConcurrentHashMap<ImmutableList<String>, Instant> valueStartTimestamps =
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new ConcurrentHashMap<>(
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HASHMAP_INITIAL_CAPACITY, HASHMAP_LOAD_FACTOR, HASHMAP_CONCURRENCY_LEVEL);
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/**
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* A fine-grained lock to ensure that {@code values} and {@code valueStartTimestamps} are modified
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* and read in a critical section. The initialization parameter is the concurrency level, set to
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* match the default concurrency level of {@link ConcurrentHashMap}.
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*
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* @see Striped
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*/
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private final Striped<Lock> valueLocks = Striped.lock(HASHMAP_CONCURRENCY_LEVEL);
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Counter(
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String name,
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String description,
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@ -49,8 +89,16 @@ public final class Counter extends AbstractMetric<Long>
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}
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@VisibleForTesting
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void incrementBy(long offset, ImmutableList<String> labelValues) {
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values.addAndGet(labelValues, offset);
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void incrementBy(long offset, Instant startTime, ImmutableList<String> labelValues) {
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Lock lock = valueLocks.get(labelValues);
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lock.lock();
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try {
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values.addAndGet(labelValues, offset);
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valueStartTimestamps.putIfAbsent(labelValues, startTime);
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} finally {
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lock.unlock();
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}
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}
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@Override
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@ -58,14 +106,14 @@ public final class Counter extends AbstractMetric<Long>
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checkArgument(labelValues.length == this.getMetricSchema().labels().size(), LABEL_COUNT_ERROR);
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checkArgument(offset >= 0, "The offset provided must be non-negative");
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incrementBy(offset, ImmutableList.copyOf(labelValues));
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incrementBy(offset, Instant.now(), ImmutableList.copyOf(labelValues));
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}
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@Override
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public final void increment(String... labelValues) {
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checkArgument(labelValues.length == this.getMetricSchema().labels().size(), LABEL_COUNT_ERROR);
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incrementBy(1L, ImmutableList.copyOf(labelValues));
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incrementBy(1L, Instant.now(), ImmutableList.copyOf(labelValues));
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}
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/**
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@ -83,23 +131,87 @@ public final class Counter extends AbstractMetric<Long>
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}
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@VisibleForTesting
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final ImmutableList<MetricPoint<Long>> getTimestampedValues(Instant timestamp) {
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final ImmutableList<MetricPoint<Long>> getTimestampedValues(Instant endTimestamp) {
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ImmutableList.Builder<MetricPoint<Long>> timestampedValues = new ImmutableList.Builder<>();
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for (Entry<ImmutableList<String>, Long> entry : values.asMap().entrySet()) {
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timestampedValues.add(MetricPoint.create(this, entry.getKey(), timestamp, entry.getValue()));
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ImmutableList<String> labelValues = entry.getKey();
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valueLocks.get(labelValues).lock();
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Instant startTimestamp;
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try {
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startTimestamp = valueStartTimestamps.get(labelValues);
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} finally {
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valueLocks.get(labelValues).unlock();
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}
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timestampedValues.add(
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MetricPoint.create(this, labelValues, startTimestamp, endTimestamp, entry.getValue()));
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}
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return timestampedValues.build();
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}
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@VisibleForTesting
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final void set(Long value, ImmutableList<String> labelValues) {
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this.values.put(labelValues, value);
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final void set(Long value, Instant startTime, ImmutableList<String> labelValues) {
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Lock lock = valueLocks.get(labelValues);
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lock.lock();
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try {
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this.values.put(labelValues, value);
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valueStartTimestamps.putIfAbsent(labelValues, startTime);
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} finally {
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lock.unlock();
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}
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}
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@Override
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public final void set(Long value, String... labelValues) {
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checkArgument(labelValues.length == this.getMetricSchema().labels().size(), LABEL_COUNT_ERROR);
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set(value, ImmutableList.copyOf(labelValues));
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set(value, Instant.now(), ImmutableList.copyOf(labelValues));
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}
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@VisibleForTesting
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final void reset(Instant startTime) {
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// Lock the entire set of values so that all existing values will have a consistent timestamp
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// after this call, without the possibility of interleaving with another reset() call.
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Set<ImmutableList<String>> keys = values.asMap().keySet();
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for (int i = 0; i < valueLocks.size(); i++) {
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valueLocks.getAt(i).lock();
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}
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for (ImmutableList<String> labelValues : keys) {
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this.values.put(labelValues, 0);
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this.valueStartTimestamps.put(labelValues, startTime);
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}
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for (int i = 0; i < valueLocks.size(); i++) {
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valueLocks.getAt(i).unlock();
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}
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}
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@Override
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public final void reset() {
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reset(Instant.now());
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}
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@VisibleForTesting
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final void reset(Instant startTime, ImmutableList<String> labelValues) {
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Lock lock = valueLocks.get(labelValues);
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lock.lock();
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try {
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this.values.put(labelValues, 0);
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this.valueStartTimestamps.put(labelValues, startTime);
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} finally {
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lock.unlock();
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}
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}
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@Override
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public final void reset(String... labelValues) {
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checkArgument(labelValues.length == this.getMetricSchema().labels().size(), LABEL_COUNT_ERROR);
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reset(Instant.now(), ImmutableList.copyOf(labelValues));
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}
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}
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