jsancio commented on a change in pull request #10324:
URL: https://github.com/apache/kafka/pull/10324#discussion_r595483066



##########
File path: 
jmh-benchmarks/src/main/java/org/apache/kafka/jmh/timeline/TimelineHashMapBenchmark.java
##########
@@ -44,33 +49,126 @@
 public class TimelineHashMapBenchmark {
     private final static int NUM_ENTRIES = 1_000_000;
 
+    @State(Scope.Thread)
+    public static class HashMapInput {
+        public HashMap<Integer, String> map;
+        public final List<Integer> keys = createKeys(NUM_ENTRIES);
+
+        @Setup(Level.Invocation)
+        public void setup() {
+            map = new HashMap<>(keys.size());
+            for (Integer key : keys) {
+                map.put(key, String.valueOf(key));
+            }
+
+            Collections.shuffle(keys);
+        }
+    }
+
+    @State(Scope.Thread)
+    public static class ImmutableMapInput {
+        scala.collection.immutable.HashMap<Integer, String> map;
+        public final List<Integer> keys = createKeys(NUM_ENTRIES);
+
+        @Setup(Level.Invocation)
+        public void setup() {
+            map = new scala.collection.immutable.HashMap<>();
+            for (Integer key : keys) {
+                map = map.updated(key, String.valueOf(key));
+            }
+
+            Collections.shuffle(keys);
+        }
+    }
+
+    @State(Scope.Thread)
+    public static class TimelineMapInput {
+        public SnapshotRegistry snapshotRegistry;
+        public TimelineHashMap<Integer, String> map;
+        public final List<Integer> keys = createKeys(NUM_ENTRIES);
+
+        @Setup(Level.Invocation)
+        public void setup() {
+            snapshotRegistry = new SnapshotRegistry(new LogContext());
+            map = new TimelineHashMap<>(snapshotRegistry, keys.size());
+
+            for (Integer key : keys) {
+                map.put(key, String.valueOf(key));
+            }
+
+            Collections.shuffle(keys);
+        }
+    }
+
+    @State(Scope.Thread)
+    public static class TimelineMapSnapshotInput {
+        public SnapshotRegistry snapshotRegistry;
+        public TimelineHashMap<Integer, String> map;
+        public final List<Integer> keys = createKeys(NUM_ENTRIES);
+
+        @Setup(Level.Invocation)
+        public void setup() {
+            snapshotRegistry = new SnapshotRegistry(new LogContext());
+            map = new TimelineHashMap<>(snapshotRegistry, keys.size());
+
+            for (Integer key : keys) {
+                map.put(key, String.valueOf(key));
+            }
+
+            int count = 0;
+            for (Integer key : keys) {
+                if (count % 1_000 == 0) {
+                    snapshotRegistry.deleteSnapshotsUpTo(count - 10_000);
+                    snapshotRegistry.createSnapshot(count);
+                }
+                map.put(key, String.valueOf(key));
+                count++;
+            }
+
+            Collections.shuffle(keys);
+        }
+    }
+
+
     @Benchmark
     public Map<Integer, String> testAddEntriesInHashMap() {
-        HashMap<Integer, String> map = new HashMap<>(NUM_ENTRIES);
+        HashMap<Integer, String> map = new HashMap<>();
         for (int i = 0; i < NUM_ENTRIES; i++) {
             int key = (int) (0xffffffff & ((i * 2862933555777941757L) + 
3037000493L));
             map.put(key, String.valueOf(key));
         }
+
+        return map;
+    }
+
+    @Benchmark
+    public scala.collection.immutable.HashMap<Integer, String> 
testAddEntriesInImmutableMap() {
+        scala.collection.immutable.HashMap<Integer, String> map = new 
scala.collection.immutable.HashMap<>();
+        for (int i = 0; i < NUM_ENTRIES; i++) {
+            int key = (int) (0xffffffff & ((i * 2862933555777941757L) + 
3037000493L));
+            map = map.updated(key, String.valueOf(key));

Review comment:
       Good catch. I looks like we were mostly measuring converting an int to a 
String!




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