denis-chudov commented on code in PR #957:
URL: https://github.com/apache/ignite-3/pull/957#discussion_r943485342


##########
modules/metrics/src/main/java/org/apache/ignite/internal/metrics/DistributionMetric.java:
##########
@@ -0,0 +1,169 @@
+/*
+ * 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
+ *
+ *      http://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.ignite.internal.metrics;
+
+import static java.util.Collections.unmodifiableList;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicLongArray;
+import java.util.concurrent.atomic.AtomicReferenceFieldUpdater;
+import org.jetbrains.annotations.NotNull;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Distribution metric calculates counts of measurements that gets into each 
bounds interval.
+ * Note, that {@link #value()} will return array length of {@code 
bounds.length + 1}.
+ * Last element contains count of measurements bigger than most right value of 
bounds.
+ */
+public class DistributionMetric extends AbstractMetric implements 
CompositeMetric {
+    /** Count of measurement for each bound. */
+    private final AtomicLongArray measurements;
+
+    /** Bounds of measurements. */
+    private final long[] bounds;
+
+    /** List of scalar metrics. */
+    private volatile List<Metric> scalarMetrics = null;
+
+    /**
+     * The constructor.
+     *
+     * @param name Name.
+     * @param desc Description.
+     * @param bounds Bounds of the buckets.
+     */
+    public DistributionMetric(String name, @Nullable String desc, @NotNull 
long[] bounds) {
+        super(name, desc);
+
+        assert bounds != null && bounds.length > 0;
+        assert isSorted(bounds);
+
+        this.bounds = bounds;
+        this.measurements = new AtomicLongArray(bounds.length + 1);
+    }
+
+    /**
+     * Check whether given array is sorted.
+     *
+     * @param arr Array to check.
+     * @return {@code True} if array sorted, {@code false} otherwise.
+     */
+    private static boolean isSorted(@NotNull long[] arr) {
+        if (arr.length < 2) {
+            return true;
+        }
+
+        for (int i = 1; i < arr.length; i++) {
+            if (arr[i - 1] > arr[i]) {
+                return false;
+            }
+        }
+
+        return true;
+    }
+
+    /**
+     * Adds a value to the interval which the value belongs to.
+     *
+     * @param x Value.
+     */
+    public void add(long x) {
+        assert x >= 0;
+
+        //Expect arrays of few elements.
+        for (int i = 0; i < bounds.length; i++) {
+            if (x <= bounds[i]) {
+                measurements.incrementAndGet(i);
+
+                return;
+            }
+        }
+
+        measurements.incrementAndGet(bounds.length);
+    }
+
+    /** {@inheritDoc} */
+    public long[] value() {
+        long[] res = new long[measurements.length()];
+
+        for (int i = 0; i < measurements.length(); i++) {
+            res[i] = measurements.get(i);
+        }
+
+        return res;
+    }
+
+    /** {@inheritDoc} */
+    @Override public @Nullable String getValueAsString() {
+        StringBuilder sb = new StringBuilder("[");
+
+        List<Metric> scalarMetrics = asScalarMetrics();
+
+        for (int i = 0; i < scalarMetrics.size(); i++) {
+            LongMetric m = (LongMetric) scalarMetrics.get(i);
+
+            sb.append(m.name())
+                    .append(':')
+                    .append(m.value());
+
+            if (i < scalarMetrics.size() - 1) {
+                sb.append(", ");
+            }
+        }
+
+        sb.append(']');
+
+        return sb.toString();
+    }
+
+    /**
+     * Bounds of the buckets of distribution.
+     *
+     * @return Bounds of the buckets of distribution.
+     */
+    public long[] bounds() {
+        return bounds;
+    }
+
+    /** {@inheritDoc} */
+    @Override public List<Metric> asScalarMetrics() {
+        if (scalarMetrics == null) {
+            List<Metric> metrics = new ArrayList<>();
+
+            for (int i = 0; i < measurements.length(); i++) {
+                String from = i == 0 ? "0" : String.valueOf(bounds[i - 1]);
+                String to = i == measurements.length() - 1 ? "" : 
String.valueOf(bounds[i]);
+
+                String name = new 
StringBuilder(from).append('_').append(to).toString();
+
+                final int index = i;
+                LongGauge gauge = new LongGauge(name, "Single distribution 
bucket", () -> measurements.get(index));
+
+                metrics.add(gauge);
+            }
+
+            AtomicReferenceFieldUpdater<DistributionMetric, List> updater =

Review Comment:
   actually this updater will be created only once on first call of 
`asScalarMetrics`



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