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adds optional per table metrics #5030

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Original file line number Diff line number Diff line change
Expand Up @@ -330,6 +330,10 @@ public enum Property {
PropertyType.TIMEDURATION,
"The maximum amount of time that a Scanner should wait before retrying a failed RPC.",
"1.7.3"),
GENERAL_MICROMETER_TABLE_METRICS_ENABLED("general.micrometer.table.metrics.enabled", "false",
PropertyType.BOOLEAN,
"Enables per table metrics for a subset of meters. Turning this on will add tableId tags to some meters which will increase the cardinality of metrics.",
"4.0.0"),
GENERAL_MICROMETER_CACHE_METRICS_ENABLED("general.micrometer.cache.metrics.enabled", "false",
PropertyType.BOOLEAN, "Enables Caffeine Cache metrics functionality using Micrometer.",
"4.0.0"),
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2 changes: 1 addition & 1 deletion pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -169,7 +169,7 @@
<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-bom</artifactId>
<version>1.12.2</version>
<version>1.13.6</version>
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FYI that some things will have to change down in the accumulo-testing Terraform contrib code when this is merged due to the version change.

<type>pom</type>
<scope>import</scope>
</dependency>
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Original file line number Diff line number Diff line change
@@ -0,0 +1,297 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.accumulo.server.metrics;

import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
import java.util.Set;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicReference;
import java.util.function.Consumer;
import java.util.function.Supplier;

import org.apache.accumulo.core.conf.Property;
import org.apache.accumulo.core.data.TableId;
import org.apache.accumulo.core.dataImpl.KeyExtent;
import org.apache.accumulo.core.manager.state.tables.TableState;
import org.apache.accumulo.core.metrics.MetricsProducer;
import org.apache.accumulo.core.util.Timer;
import org.apache.accumulo.core.util.threads.ThreadPools;
import org.apache.accumulo.server.ServerContext;
import org.slf4j.Logger;

import com.google.common.base.Preconditions;

import io.micrometer.core.instrument.Meter;
import io.micrometer.core.instrument.MeterRegistry;
import io.micrometer.core.instrument.Tag;

/**
* Common code for dealing with per table metrics. This code handles automatically creating and
* deleting per table metrics as needed. To use this class extend and implement
* {@link #newAllTablesMetrics(MeterRegistry, Consumer, List)} and
* {@link #newPerTableMetrics(MeterRegistry, TableId, Consumer, List)} to create per table metrics
* object and then use {@link #getTableMetrics(TableId)} to get those cached objects.
*/
public abstract class PerTableMetrics<T> implements MetricsProducer {

public static final String TABLE_ID_TAG_NAME = "tableId";

private final ServerContext context;

private static class TableMetricsInfo<T2> {
final T2 tableMetrics;
volatile Timer inactiveTime;
final List<Meter> meters;

public TableMetricsInfo(T2 tableMetrics, List<Meter> meters) {
this.tableMetrics = Objects.requireNonNull(tableMetrics);
this.meters = meters;
}
}

private final ActiveTableIdTracker activeTableIdTracker;
private final ConcurrentHashMap<TableId,TableMetricsInfo<T>> perTableMetrics =
new ConcurrentHashMap<>();
private T allTableMetrics;
private volatile MeterRegistry registry;

/**
* Tracks the active set of table ids in a scan server or tablet server for the purpose of per
* table metrics.
*
* <p>
* Each tablet or scan server should create a single instance of this object and pass it to all
* {@link PerTableMetrics} objects.
* </p>
*
* <p>
* This class does not offer a tabletUnloaded method because there is no efficient way to compute
* this. For more detail see {@link #tabletLoaded(KeyExtent)}
* </p>
*
*/
public static class ActiveTableIdTracker {

private final List<PerTableMetrics<?>> listeners = new ArrayList<>();
private final Supplier<Set<TableId>> activeTableSupplier;
private final AtomicReference<Set<TableId>> currentTableIds;
private final boolean perTableActive;

/**
* @param activeTableSupplier this supplier should always return the latest set of table ids
* that exist on the server. This class will take care of caching that set.
*/
public ActiveTableIdTracker(ServerContext context, Supplier<Set<TableId>> activeTableSupplier) {
this.activeTableSupplier = activeTableSupplier;
this.perTableActive =
context.getConfiguration().getBoolean(Property.GENERAL_MICROMETER_TABLE_METRICS_ENABLED);
if (perTableActive) {
// The scan server and tablets servers will make a best effort attempt to call tabletLoaded,
// but may not always because of exceptions. This periodic task will ensure changes in the
// active set of tableIds are seen. It also handles cleanup of tablet unload for which there
// is no explicit notification.
var future = context.getScheduledExecutor()
.scheduleAtFixedRate(this::checkIfTableIdsChanged, 30, 30, TimeUnit.SECONDS);
ThreadPools.watchCriticalScheduledTask(future);
}
this.currentTableIds = new AtomicReference<>(Set.of());
}

private synchronized void addChangeListener(PerTableMetrics<?> listener) {
if (perTableActive) {
listeners.add(listener);
}
}

private synchronized void checkIfTableIdsChanged() {
if (!perTableActive) {
return;
}

var latest = activeTableSupplier.get();
if (!latest.equals(currentTableIds.get())) {
currentTableIds.set(Set.copyOf(latest));
listeners.forEach(listener -> listener.refresh(latest));
}
}

/**
* If the table id for this tablet is not being tracked will notify all per table metrics
* implementations of the new table.
*
* <p>
* There is no corresponding tableUnloaded method because implementing it would be inefficient.
* When a scan server computes the set of table ids it iterates over all tablets. When a tablet
* is unloaded a scan server it could still have other tablets for the same table. On each
* tablet unload do not want to iterator over all other tablets to see if the table id is still
* active, which is what the implementation of tableUnloaded would do.
*/
public void tabletLoaded(KeyExtent extent) {
if (perTableActive && !currentTableIds.get().contains(extent.tableId())) {
checkIfTableIdsChanged();
}
}

// This method avoids locking unless a table id is unknown. This is important because every scan
// on a scan server will call it and locking would introduce thread contention.
public void tabletsLoaded(Set<KeyExtent> extents) {
if (perTableActive) {
var currentSnapshot = currentTableIds.get();
for (var extent : extents) {
if (!currentSnapshot.contains(extent.tableId())) {
checkIfTableIdsChanged();
break;
}
}
}
}

public boolean isPerTableMetricsEnabled() {
return perTableActive;
}

}

public PerTableMetrics(ServerContext context, ActiveTableIdTracker activeTableIdTracker) {
this.context = context;
this.activeTableIdTracker = activeTableIdTracker;
this.activeTableIdTracker.addChangeListener(this);
}

/**
* This method exist so this class can log using the logger of the subclass.
*/
protected abstract Logger getLog();

/**
* Subclasses should implement this method to create a TableMetrics object that will be used in
* the case when per table metrics are disabled. The object returned by this method will alway be
* returned by {@link #getTableMetrics(TableId)} no matter what the table id is.
*
* @param registry register an meters for the table metrics in this registry
* @param meters a consumer that accepts meters to be removed from the registry when the table
* metrics object is discarded. Currently this consumer does nothing with the meters, its
* passed for consistency with
* {@link #newPerTableMetrics(MeterRegistry, TableId, Consumer, List)}
* @param tags currently an empty collection of tags, this is passed for consistency with
* {@link #newPerTableMetrics(MeterRegistry, TableId, Consumer, List)}
* @return a new object that will be cached and later returned by
* {@link #getTableMetrics(TableId)}
*/
protected abstract T newAllTablesMetrics(MeterRegistry registry, Consumer<Meter> meters,
List<Tag> tags);

/**
*
* Subclasses should implement this method to create per table table metrics objects. This method
* is called in the case where per table metrics are enabled. These objects will be cached and
* returned by {@link #getTableMetrics(TableId)}. Table metrics object in the cache that are no
* longer needed will be automatically removed when the table is deleted or this server has not
* hosted the table for a bit.
*
* @param registry register an meters for the table metrics in this registry
* @param meters a consumer that accepts meters to be removed from the registry when the per table
* metrics object is discarded.
* @param tags returns a list with a single tag in it which is the tableId. These tags should be
* used when registering meters
* @return a new object that will be cached and later returned by
* {@link #getTableMetrics(TableId)}
*/
protected abstract T newPerTableMetrics(MeterRegistry registry, TableId tableId,
Consumer<Meter> meters, List<Tag> tags);

private TableMetricsInfo<T> getOrCreateTableMetrics(TableId tableId) {
Preconditions.checkState(activeTableIdTracker.isPerTableMetricsEnabled());
return perTableMetrics.computeIfAbsent(tableId, tid -> {
List<Meter> meters = new ArrayList<>();
T tableMetrics = newPerTableMetrics(registry, tableId, meters::add,
List.of(Tag.of(TABLE_ID_TAG_NAME, tid.canonical())));
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I'm thinking it might be more useful that have a tableName tag and use the table name instead of the tableId.

getLog().debug("Created {} meters for table id {} in metrics registry.", meters.size(),
tableId);
return new TableMetricsInfo<>(tableMetrics, meters);
});
}

@Override
public void registerMetrics(MeterRegistry registry) {
Preconditions.checkState(this.registry == null);
this.registry = registry;
if (!activeTableIdTracker.isPerTableMetricsEnabled()) {
this.allTableMetrics = newAllTablesMetrics(registry, m -> {}, List.of());
}
}

public T getTableMetrics(TableId tableId) {
Preconditions.checkState(registry != null);

if (!activeTableIdTracker.isPerTableMetricsEnabled()) {
return allTableMetrics;
}

return getOrCreateTableMetrics(tableId).tableMetrics;
}

/**
* This method will create per table metrics for any tables that are active on this server and
* currently have no table metrics object in the cache. It will also remove an per table metrics
* object from the cache that have been inactive for a while or where the table was deleted.
*/
private void refresh(Set<TableId> currentActive) {
if (!activeTableIdTracker.isPerTableMetricsEnabled() || registry == null) {
return;
}

currentActive.forEach(tid -> {
// This registers metrics for the table if none are currently registered and resets the
// inactiveTime if one exists
getOrCreateTableMetrics(tid).inactiveTime = null;
});

// clean up any tables that have been inactive for a bit
var iter = perTableMetrics.entrySet().iterator();
while (iter.hasNext()) {
var entry = iter.next();
var tableId = entry.getKey();
if (!currentActive.contains(tableId)) {
var tableMetricsInfo = entry.getValue();
var tableState = context.getTableManager().getTableState(tableId);
if (tableState == null || tableState == TableState.DELETING) {
// immediately remove deleted tables
iter.remove();
tableMetricsInfo.meters.forEach(registry::remove);
getLog().debug(
"Removed {} meters for table id {} from metrics registry because table was deleted.",
tableMetricsInfo.meters.size(), tableId);
} else if (tableMetricsInfo.inactiveTime == null) {
// the first time this table was seen as inactive so start a timer for removal
tableMetricsInfo.inactiveTime = Timer.startNew();
} else if (tableMetricsInfo.inactiveTime.hasElapsed(10, TimeUnit.MINUTES)) {
iter.remove();
tableMetricsInfo.meters.forEach(registry::remove);
getLog().debug(
"Removed {} meters for table id {} from metrics registry because table was inactive.",
tableMetricsInfo.meters.size(), tableId);
}
}
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -170,6 +170,9 @@ public void run() {
}
}

// this must be called after server.onlineTablets is updated
server.getActiveTableIdTracker().tabletLoaded(extent);

tablet = null; // release this reference
successful = true;
} catch (Exception e) {
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Original file line number Diff line number Diff line change
Expand Up @@ -19,9 +19,14 @@
package org.apache.accumulo.tserver;

import java.util.Collections;
import java.util.HashMap;
import java.util.Map;
import java.util.SortedMap;
import java.util.TreeMap;
import java.util.concurrent.atomic.AtomicReference;
import java.util.stream.Collectors;

import org.apache.accumulo.core.data.TableId;
import org.apache.accumulo.core.dataImpl.KeyExtent;
import org.apache.accumulo.tserver.tablet.Tablet;

Expand All @@ -34,19 +39,45 @@
*/
public class OnlineTablets {
private volatile SortedMap<KeyExtent,Tablet> snapshot = Collections.emptySortedMap();
private final AtomicReference<Map<TableId,SortedMap<KeyExtent,Tablet>>> perTableSnapshot =
new AtomicReference<>(null);
private final SortedMap<KeyExtent,Tablet> onlineTablets = new TreeMap<>();

public synchronized void put(KeyExtent ke, Tablet t) {
onlineTablets.put(ke, t);
snapshot = ImmutableSortedMap.copyOf(onlineTablets);
perTableSnapshot.set(null);
}

public synchronized void remove(KeyExtent ke) {
onlineTablets.remove(ke);
snapshot = ImmutableSortedMap.copyOf(onlineTablets);
perTableSnapshot.set(null);
}

SortedMap<KeyExtent,Tablet> snapshot() {
return snapshot;
}

private static Map<TableId,SortedMap<KeyExtent,Tablet>>
createPerTableSnapshot(SortedMap<KeyExtent,Tablet> snapshot) {
var tables = new HashMap<TableId,Map<KeyExtent,Tablet>>();
snapshot.forEach(((keyExtent, tablet) -> {
tables.computeIfAbsent(keyExtent.tableId(), tableId -> new HashMap<>()).put(keyExtent,
tablet);
}));
return tables.entrySet().stream().collect(Collectors.toUnmodifiableMap(Map.Entry::getKey,
entry -> ImmutableSortedMap.copyOf(entry.getValue())));
}

Map<TableId,SortedMap<KeyExtent,Tablet>> perTableSnapshot() {
var snap = perTableSnapshot.get();
if (snap != null) {
return snap;
} else {
snap = createPerTableSnapshot(snapshot);
perTableSnapshot.compareAndSet(null, snap);
return snap;
}
}
}
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