Track the peak indexing load for each shard

This tracks the highest value seen for the recent write load metric
any time the stats for a shard was computed, exposes this value
alongside the recent value, and persists it in index metadata
alongside it too.

The new test in `IndexShardTests` is designed to more thoroughly test
the recent write load metric previously added, as well as to test the
peak metric being added here.

ES-10037

Author: PeteGillinElastic

modules/data-streams/src/internalClusterTest/java/org/elasticsearch/datastreams/DataStreamAutoshardingIT.java

@@ -527,7 +527,7 @@ private static ShardStats getShardStats(IndexMetadata indexMeta, int shardIndex,
         CommonStats stats = new CommonStats();
         stats.docs = new DocsStats(100, 0, randomByteSizeValue().getBytes());
         stats.store = new StoreStats();
-        stats.indexing = new IndexingStats(new IndexingStats.Stats(1, 1, 1, 1, 1, 1, 1, 1, 1, false, 1, targetWriteLoad, 1, 0.123));
+        stats.indexing = new IndexingStats(new IndexingStats.Stats(1, 1, 1, 1, 1, 1, 1, 1, 1, false, 1, targetWriteLoad, 1, 0.123, 0.234));
         return new ShardStats(shardRouting, new ShardPath(false, path, path, shardId), stats, null, null, null, false, 0);
     }
 

server/src/main/java/org/elasticsearch/TransportVersions.java

@@ -199,6 +199,7 @@ static TransportVersion def(int id) {
     public static final TransportVersion INDEXING_STATS_INCLUDES_RECENT_WRITE_LOAD = def(9_034_0_00);
     public static final TransportVersion ESQL_AGGREGATE_METRIC_DOUBLE_LITERAL = def(9_035_0_00);
     public static final TransportVersion INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD = def(9_036_0_00);
+    public static final TransportVersion INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD = def(9_037_0_00);
 
     /*
      * STOP! READ THIS FIRST! No, really,

server/src/main/java/org/elasticsearch/cluster/metadata/IndexMetadataStats.java

@@ -109,6 +109,7 @@ public static IndexMetadataStats fromStatsResponse(IndexMetadata indexMetadata,
                 shardStats.getShardRouting().id(),
                 indexingShardStats.getWriteLoad(),
                 indexingShardStats.getRecentWriteLoad(),
+                indexingShardStats.getPeakWriteLoad(),
                 indexingShardStats.getTotalActiveTimeInMillis()
             );
             totalSizeInBytes += commonStats.getDocs().getTotalSizeInBytes();

server/src/main/java/org/elasticsearch/cluster/metadata/IndexWriteLoad.java

@@ -9,7 +9,6 @@
 
 package org.elasticsearch.cluster.metadata;
 
-import org.elasticsearch.TransportVersions;
 import org.elasticsearch.common.io.stream.StreamInput;
 import org.elasticsearch.common.io.stream.StreamOutput;
 import org.elasticsearch.common.io.stream.Writeable;
@@ -26,31 +25,42 @@
 import java.util.OptionalDouble;
 import java.util.OptionalLong;
 
+import static org.elasticsearch.TransportVersions.INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD;
+import static org.elasticsearch.TransportVersions.INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD;
+
 public class IndexWriteLoad implements Writeable, ToXContentFragment {
     public static final ParseField SHARDS_WRITE_LOAD_FIELD = new ParseField("loads");
     public static final ParseField SHARDS_UPTIME_IN_MILLIS = new ParseField("uptimes");
     public static final ParseField SHARDS_RECENT_WRITE_LOAD_FIELD = new ParseField("recent_loads");
+    public static final ParseField SHARDS_PEAK_WRITE_LOAD_FIELD = new ParseField("peak_loads");
     private static final Double UNKNOWN_LOAD = -1.0;
     private static final long UNKNOWN_UPTIME = -1;
 
     @SuppressWarnings("unchecked")
     private static final ConstructingObjectParser<IndexWriteLoad, Void> PARSER = new ConstructingObjectParser<>(
         "index_write_load_parser",
         false,
-        (args, unused) -> IndexWriteLoad.create((List<Double>) args[0], (List<Long>) args[1], (List<Double>) args[2])
+        (args, unused) -> IndexWriteLoad.create(
+            (List<Double>) args[0],
+            (List<Long>) args[1],
+            (List<Double>) args[2],
+            (List<Double>) args[3]
+        )
     );
 
     static {
         PARSER.declareDoubleArray(ConstructingObjectParser.constructorArg(), SHARDS_WRITE_LOAD_FIELD);
         PARSER.declareLongArray(ConstructingObjectParser.constructorArg(), SHARDS_UPTIME_IN_MILLIS);
-        // The recent write load field is optional so that we can parse XContent built by older versions which did not include it:
+        // The recent and peak write load fields are optional so that we can parse XContent built by older versions which did not have them:
         PARSER.declareDoubleArray(ConstructingObjectParser.optionalConstructorArg(), SHARDS_RECENT_WRITE_LOAD_FIELD);
+        PARSER.declareDoubleArray(ConstructingObjectParser.optionalConstructorArg(), SHARDS_PEAK_WRITE_LOAD_FIELD);
     }
 
     private static IndexWriteLoad create(
         List<Double> shardsWriteLoad,
         List<Long> shardsUptimeInMillis,
-        @Nullable List<Double> shardsRecentWriteLoad
+        @Nullable List<Double> shardsRecentWriteLoad,
+        @Nullable List<Double> shardsPeakWriteLoad
     ) {
         if (shardsWriteLoad.size() != shardsUptimeInMillis.size()) {
             assert false : "IndexWriteLoad.create() was called with non-matched lengths for shardWriteLoad and shardUptimeInMillis";
@@ -73,7 +83,18 @@ private static IndexWriteLoad create(
             assert false : "IndexWriteLoad.create() was called with non-matched lengths for shardsRecentWriteLoad and shardUptimeInMillis";
             throw new IllegalArgumentException(
                 "The same number of shard write loads and shard uptimes should be provided, but "
-                    + shardsWriteLoad
+                    + shardsRecentWriteLoad
+                    + " "
+                    + shardsUptimeInMillis
+                    + " were provided"
+            );
+        }
+
+        if (shardsPeakWriteLoad != null && shardsPeakWriteLoad.size() != shardsUptimeInMillis.size()) {
+            assert false : "IndexWriteLoad.create() was called with non-matched lengths for shardsPeakWriteLoad and shardUptimeInMillis";
+            throw new IllegalArgumentException(
+                "The same number of shard write loads and shard uptimes should be provided, but "
+                    + shardsPeakWriteLoad
                     + " "
                     + shardsUptimeInMillis
                     + " were provided"
@@ -83,15 +104,22 @@ private static IndexWriteLoad create(
         return new IndexWriteLoad(
             shardsWriteLoad.stream().mapToDouble(shardLoad -> shardLoad).toArray(),
             shardsUptimeInMillis.stream().mapToLong(shardUptime -> shardUptime).toArray(),
-            shardsRecentWriteLoad != null ? shardsRecentWriteLoad.stream().mapToDouble(shardLoad -> shardLoad).toArray() : null
+            shardsRecentWriteLoad != null ? shardsRecentWriteLoad.stream().mapToDouble(shardLoad -> shardLoad).toArray() : null,
+            shardsPeakWriteLoad != null ? shardsPeakWriteLoad.stream().mapToDouble(shardLoad -> shardLoad).toArray() : null
         );
     }
 
     private final double[] shardWriteLoad;
     private final long[] shardUptimeInMillis;
     private final double[] shardRecentWriteLoad;
+    private final double[] shardPeakWriteLoad;
 
-    private IndexWriteLoad(double[] shardWriteLoad, long[] shardUptimeInMillis, @Nullable double[] shardRecentWriteLoad) {
+    private IndexWriteLoad(
+        double[] shardWriteLoad,
+        long[] shardUptimeInMillis,
+        @Nullable double[] shardRecentWriteLoad,
+        @Nullable double[] shardPeakWriteLoad
+    ) {
         assert shardWriteLoad.length == shardUptimeInMillis.length
             : "IndexWriteLoad constructor was called with non-matched lengths for shardWriteLoad and shardUptimeInMillis";
         this.shardWriteLoad = shardWriteLoad;
@@ -104,30 +132,43 @@ private IndexWriteLoad(double[] shardWriteLoad, long[] shardUptimeInMillis, @Nul
             this.shardRecentWriteLoad = new double[shardUptimeInMillis.length];
             Arrays.fill(this.shardRecentWriteLoad, UNKNOWN_LOAD);
         }
+        if (shardPeakWriteLoad != null) {
+            assert shardPeakWriteLoad.length == shardUptimeInMillis.length
+                : "IndexWriteLoad constructor was called with non-matched lengths for shardPeakWriteLoad and shardUptimeInMillis";
+            this.shardPeakWriteLoad = shardPeakWriteLoad;
+        } else {
+            this.shardPeakWriteLoad = new double[shardUptimeInMillis.length];
+            Arrays.fill(this.shardPeakWriteLoad, UNKNOWN_LOAD);
+        }
     }
 
     public IndexWriteLoad(StreamInput in) throws IOException {
         this(
             in.readDoubleArray(),
             in.readLongArray(),
-            in.getTransportVersion().onOrAfter(TransportVersions.INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD) ? in.readDoubleArray() : null
+            in.getTransportVersion().onOrAfter(INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD) ? in.readDoubleArray() : null,
+            in.getTransportVersion().onOrAfter(INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD) ? in.readDoubleArray() : null
         );
     }
 
     @Override
     public void writeTo(StreamOutput out) throws IOException {
         out.writeDoubleArray(shardWriteLoad);
         out.writeLongArray(shardUptimeInMillis);
-        if (out.getTransportVersion().onOrAfter(TransportVersions.INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD)) {
+        if (out.getTransportVersion().onOrAfter(INDEX_METADATA_INCLUDES_RECENT_WRITE_LOAD)) {
             out.writeDoubleArray(shardRecentWriteLoad);
         }
+        if (out.getTransportVersion().onOrAfter(INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD)) {
+            out.writeDoubleArray(shardPeakWriteLoad);
+        }
     }
 
     @Override
     public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
         builder.field(SHARDS_WRITE_LOAD_FIELD.getPreferredName(), shardWriteLoad);
         builder.field(SHARDS_UPTIME_IN_MILLIS.getPreferredName(), shardUptimeInMillis);
         builder.field(SHARDS_RECENT_WRITE_LOAD_FIELD.getPreferredName(), shardRecentWriteLoad);
+        builder.field(SHARDS_PEAK_WRITE_LOAD_FIELD.getPreferredName(), shardPeakWriteLoad);
         return builder;
     }
 
@@ -149,6 +190,13 @@ public OptionalDouble getRecentWriteLoadForShard(int shardId) {
         return load != UNKNOWN_LOAD ? OptionalDouble.of(load) : OptionalDouble.empty();
     }
 
+    public OptionalDouble getPeakWriteLoadForShard(int shardId) {
+        assertShardInBounds(shardId);
+
+        double load = shardPeakWriteLoad[shardId];
+        return load != UNKNOWN_LOAD ? OptionalDouble.of(load) : OptionalDouble.empty();
+    }
+
     public OptionalLong getUptimeInMillisForShard(int shardId) {
         assertShardInBounds(shardId);
 
@@ -172,14 +220,16 @@ public boolean equals(Object o) {
         IndexWriteLoad that = (IndexWriteLoad) o;
         return Arrays.equals(shardWriteLoad, that.shardWriteLoad)
             && Arrays.equals(shardUptimeInMillis, that.shardUptimeInMillis)
-            && Arrays.equals(shardRecentWriteLoad, that.shardRecentWriteLoad);
+            && Arrays.equals(shardRecentWriteLoad, that.shardRecentWriteLoad)
+            && Arrays.equals(shardPeakWriteLoad, that.shardPeakWriteLoad);
     }
 
     @Override
     public int hashCode() {
         int result = Arrays.hashCode(shardWriteLoad);
         result = 31 * result + Arrays.hashCode(shardUptimeInMillis);
         result = 31 * result + Arrays.hashCode(shardRecentWriteLoad);
+        result = 31 * result + Arrays.hashCode(shardPeakWriteLoad);
         return result;
     }
 
@@ -192,30 +242,34 @@ public static class Builder {
         private final double[] shardWriteLoad;
         private final long[] uptimeInMillis;
         private final double[] shardRecentWriteLoad;
+        private final double[] shardPeakWriteLoad;
 
         private Builder(int numShards) {
             this.shardWriteLoad = new double[numShards];
             this.uptimeInMillis = new long[numShards];
             this.shardRecentWriteLoad = new double[numShards];
+            this.shardPeakWriteLoad = new double[numShards];
             Arrays.fill(shardWriteLoad, UNKNOWN_LOAD);
             Arrays.fill(uptimeInMillis, UNKNOWN_UPTIME);
             Arrays.fill(shardRecentWriteLoad, UNKNOWN_LOAD);
+            Arrays.fill(shardPeakWriteLoad, UNKNOWN_LOAD);
         }
 
-        public Builder withShardWriteLoad(int shardId, double load, double recentLoad, long uptimeInMillis) {
+        public Builder withShardWriteLoad(int shardId, double load, double recentLoad, double peakLoad, long uptimeInMillis) {
             if (shardId >= this.shardWriteLoad.length) {
                 throw new IllegalArgumentException();
             }
 
             this.shardWriteLoad[shardId] = load;
             this.uptimeInMillis[shardId] = uptimeInMillis;
             this.shardRecentWriteLoad[shardId] = recentLoad;
+            this.shardPeakWriteLoad[shardId] = peakLoad;
 
             return this;
         }
 
         public IndexWriteLoad build() {
-            return new IndexWriteLoad(shardWriteLoad, uptimeInMillis, shardRecentWriteLoad);
+            return new IndexWriteLoad(shardWriteLoad, uptimeInMillis, shardRecentWriteLoad, shardPeakWriteLoad);
         }
     }
 }

server/src/main/java/org/elasticsearch/index/shard/IndexingStats.java

@@ -26,6 +26,7 @@
 import java.util.concurrent.TimeUnit;
 
 import static org.elasticsearch.TransportVersions.INDEXING_STATS_INCLUDES_RECENT_WRITE_LOAD;
+import static org.elasticsearch.TransportVersions.INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD;
 
 public class IndexingStats implements Writeable, ToXContentFragment {
 
@@ -46,6 +47,7 @@ public static class Stats implements Writeable, ToXContentFragment {
         private long totalIndexingTimeSinceShardStartedInNanos;
         private long totalActiveTimeInNanos;
         private double recentIndexingLoad;
+        private double peakIndexingLoad;
 
         Stats() {}
 
@@ -76,6 +78,15 @@ public Stats(StreamInput in) throws IOException {
                     ? (double) totalIndexingTimeSinceShardStartedInNanos / totalActiveTimeInNanos
                     : 0;
             }
+            if (in.getTransportVersion().onOrAfter(INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD)) {
+                peakIndexingLoad = in.readDouble();
+            } else {
+                // When getting stats from an older version which doesn't have the recent indexing load, better to fall back to the
+                // unweighted write load, rather that assuming zero load:
+                peakIndexingLoad = totalActiveTimeInNanos > 0
+                    ? (double) totalIndexingTimeSinceShardStartedInNanos / totalActiveTimeInNanos
+                    : 0;
+            }
         }
 
         public Stats(
@@ -92,7 +103,8 @@ public Stats(
             long throttleTimeInMillis,
             long totalIndexingTimeSinceShardStartedInNanos,
             long totalActiveTimeInNanos,
-            double recentIndexingLoad
+            double recentIndexingLoad,
+            double peakIndexingLoad
         ) {
             this.indexCount = indexCount;
             this.indexTimeInMillis = indexTimeInMillis;
@@ -110,6 +122,7 @@ public Stats(
             this.totalActiveTimeInNanos = totalActiveTimeInNanos;
             // We store the weighted write load as a double because the calculation is inherently floating point
             this.recentIndexingLoad = recentIndexingLoad;
+            this.peakIndexingLoad = peakIndexingLoad;
         }
 
         public void add(Stats stats) {
@@ -131,11 +144,12 @@ public void add(Stats stats) {
             // N.B. getWriteLoad() returns the ratio of these sums, which is the average of the ratios weighted by active time:
             totalIndexingTimeSinceShardStartedInNanos += stats.totalIndexingTimeSinceShardStartedInNanos;
             totalActiveTimeInNanos += stats.totalActiveTimeInNanos;
-            // We want getRecentWriteLoad() for the aggregated stats to also be the average weighted by active time, so we use the updating
-            // formula for a weighted mean:
+            // We want getRecentWriteLoad() and getPeakWriteLoad() for the aggregated stats to also be the average weighted by active time,
+            // so we use the updating formula for a weighted mean:
             if (totalActiveTimeInNanos > 0) {
                 recentIndexingLoad += (stats.recentIndexingLoad - recentIndexingLoad) * stats.totalActiveTimeInNanos
                     / totalActiveTimeInNanos;
+                peakIndexingLoad += (stats.peakIndexingLoad - peakIndexingLoad) * stats.totalActiveTimeInNanos / totalActiveTimeInNanos;
             }
         }
 
@@ -239,6 +253,20 @@ public double getRecentWriteLoad() {
             return recentIndexingLoad;
         }
 
+        /**
+         * Returns a measurement of the peak write load.
+         *
+         * <p>If this {@link Stats} instance represents a single shard, this is the highest value that {@link #getRecentWriteLoad()} would
+         * return for any of the instances created for this shard since it started (i.e. the highest value seen by any call to
+         * {@link InternalIndexingStats#stats}).
+         *
+         * <p>If this {@link Stats} instance represents multiple shards, this is the average of that value for each shard, weighted by
+         * the elapsed time for each shard. (N.B. This is the average of the peak values, <i>not</i> the peak of the average value.)
+         */
+        public double getPeakWriteLoad() {
+            return peakIndexingLoad;
+        }
+
         public long getTotalActiveTimeInMillis() {
             return TimeUnit.NANOSECONDS.toMillis(totalActiveTimeInNanos);
         }
@@ -265,6 +293,9 @@ public void writeTo(StreamOutput out) throws IOException {
             if (out.getTransportVersion().onOrAfter(INDEXING_STATS_INCLUDES_RECENT_WRITE_LOAD)) {
                 out.writeDouble(recentIndexingLoad);
             }
+            if (out.getTransportVersion().onOrAfter(INDEX_STATS_AND_METADATA_INCLUDE_PEAK_WRITE_LOAD)) {
+                out.writeDouble(peakIndexingLoad);
+            }
         }
 
         @Override
@@ -286,6 +317,7 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
 
             builder.field(Fields.WRITE_LOAD, getWriteLoad());
             builder.field(Fields.RECENT_WRITE_LOAD, getRecentWriteLoad());
+            builder.field(Fields.PEAK_WRITE_LOAD, getPeakWriteLoad());
             return builder;
         }
 
@@ -307,7 +339,8 @@ public boolean equals(Object o) {
                 && throttleTimeInMillis == that.throttleTimeInMillis
                 && totalIndexingTimeSinceShardStartedInNanos == that.totalIndexingTimeSinceShardStartedInNanos
                 && totalActiveTimeInNanos == that.totalActiveTimeInNanos
-                && recentIndexingLoad == that.recentIndexingLoad;
+                && recentIndexingLoad == that.recentIndexingLoad
+                && peakIndexingLoad == that.peakIndexingLoad;
         }
 
         @Override
@@ -408,6 +441,7 @@ static final class Fields {
         static final String THROTTLED_TIME = "throttle_time";
         static final String WRITE_LOAD = "write_load";
         static final String RECENT_WRITE_LOAD = "recent_write_load";
+        static final String PEAK_WRITE_LOAD = "peak_write_load";
     }
 
     @Override