yifan-c commented on code in PR #249:
URL: https://github.com/apache/cassandra-sidecar/pull/249#discussion_r2289464242


##########
client-common/src/main/java/org/apache/cassandra/sidecar/common/response/CompactionStatsResponse.java:
##########
@@ -0,0 +1,194 @@
+/*
+ * 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.cassandra.sidecar.common.response;
+
+import java.util.List;
+import java.util.Map;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import org.apache.cassandra.sidecar.common.response.data.ActiveCompactionEntry;
+
+/**
+ * Response class for the CompactionStats API
+ */
+@JsonInclude(JsonInclude.Include.NON_NULL)
+public class CompactionStatsResponse
+{
+    private final long concurrentCompactors;
+    private final Map<String, Map<String, Integer>> pendingTasks;
+    private final long totalPendingTasks;
+    private final long completedCompactions;
+    private final long dataCompacted;
+    private final long abortedCompactions;
+    private final long reducedCompactions;
+    private final long sstablesDroppedFromCompaction;
+    private final CompletedCompactionsRate completedCompactionsRate;
+    private final List<ActiveCompactionEntry> activeCompactions;
+    private final long activeCompactionsCount;
+    private final String activeCompactionsRemainingTime;
+
+    /**
+     * Represents the completed compactions rate
+     */
+    @JsonInclude(JsonInclude.Include.NON_NULL)
+    public static class CompletedCompactionsRate
+    {
+        private final String meanRate;
+        private final String fifteenMinuteRate;
+
+        @JsonCreator
+        public CompletedCompactionsRate(@JsonProperty("meanRate") final String 
meanRate,
+                                        @JsonProperty("fifteenMinuteRate") 
final String fifteenMinuteRate)
+        {
+            this.meanRate = meanRate;
+            this.fifteenMinuteRate = fifteenMinuteRate;
+        }
+
+        @JsonProperty("meanRate")
+        public String meanRate()
+        {
+            return meanRate;
+        }
+
+        @JsonProperty("fifteenMinuteRate")
+        public String fifteenMinuteRate()
+        {
+            return fifteenMinuteRate;
+        }
+    }
+
+    /**
+     * Constructs a new {@link CompactionStatsResponse}.
+     *
+     * @param concurrentCompactors              number of concurrent compactors
+     * @param pendingTasks                      pending compaction tasks by 
keyspace and table
+     * @param totalPendingTasks                 total number of pending tasks
+     * @param completedCompactions              total compactions completed
+     * @param dataCompacted                     total data compacted in bytes
+     * @param abortedCompactions                total compactions aborted
+     * @param reducedCompactions                total compactions reduced
+     * @param sstablesDroppedFromCompaction     total SSTables dropped from 
compaction
+     * @param completedCompactionsRate          completed compactions rate 
statistics
+     * @param activeCompactions                 list of active compactions
+     * @param activeCompactionsCount            number of active compactions
+     * @param activeCompactionsRemainingTime    estimated remaining time for 
active compactions formatted as "XhYYmZZs"
+     */
+    @JsonCreator
+    public CompactionStatsResponse(@JsonProperty("concurrentCompactors") long 
concurrentCompactors,
+                                   @JsonProperty("pendingTasks") Map<String, 
Map<String, Integer>> pendingTasks,
+                                   @JsonProperty("totalPendingTasks") long 
totalPendingTasks,
+                                   @JsonProperty("completedCompactions") long 
completedCompactions,
+                                   @JsonProperty("dataCompacted") long 
dataCompacted,
+                                   @JsonProperty("abortedCompactions") long 
abortedCompactions,
+                                   @JsonProperty("reducedCompactions") long 
reducedCompactions,
+                                   
@JsonProperty("sstablesDroppedFromCompaction") long 
sstablesDroppedFromCompaction,
+                                   @JsonProperty("completedCompactionsRate") 
CompletedCompactionsRate completedCompactionsRate,
+                                   @JsonProperty("activeCompactions") 
List<ActiveCompactionEntry> activeCompactions,
+                                   @JsonProperty("activeCompactionsCount") 
long activeCompactionsCount,
+                                   
@JsonProperty("activeCompactionsRemainingTime") String 
activeCompactionsRemainingTime)

Review Comment:
   nit: create constants for the strings, since each of them is referenced in 
multiple places. 



##########
integration-tests/src/integrationTest/org/apache/cassandra/sidecar/routes/CompactionStatsIntegrationTest.java:
##########
@@ -0,0 +1,372 @@
+/*
+ * 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.cassandra.sidecar.routes;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.junit.jupiter.api.Test;
+
+import io.vertx.core.buffer.Buffer;
+import io.vertx.core.http.HttpResponseExpectation;
+import io.vertx.ext.web.client.HttpResponse;
+import org.apache.cassandra.sidecar.common.response.CompactionStatsResponse;
+import org.apache.cassandra.sidecar.common.response.data.ActiveCompactionEntry;
+import org.apache.cassandra.sidecar.testing.QualifiedName;
+import 
org.apache.cassandra.sidecar.testing.SharedClusterSidecarIntegrationTestBase;
+
+import static org.apache.cassandra.testing.TestUtils.DC1_RF1;
+import static org.apache.cassandra.testing.TestUtils.TEST_KEYSPACE;
+import static org.apache.cassandra.testing.TestUtils.TEST_TABLE_PREFIX;
+import static org.apache.cassandra.testing.utils.AssertionUtils.getBlocking;
+import static org.assertj.core.api.Assertions.assertThat;
+
+/**
+ * Integration tests for the Compaction Statistics API endpoint.
+ * 
+ * <p>Tests the compaction statistics functionality by generating large-scale 
SSTable data across
+ * multiple tables, triggering concurrent compactions, and validating API 
responses in both active
+ * and completed compaction scenarios.</p>
+ * 
+ * <h2>Testing Mechanism</h2>
+ * <ul>
+ *   <li><strong>Data Setup:</strong> Creates 5 tables with 100 SSTables each 
(500 total, 1000 records per SSTable)</li>
+ *   <li><strong>Concurrency:</strong> Triggers compactions simultaneously 
using separate threads</li>
+ *   <li><strong>Active Detection:</strong> Polls API immediately with retry 
logic to catch in-progress compactions</li>
+ *   <li><strong>Comprehensive Validation:</strong> Validates all response 
fields including statistics, rates, 
+ *       pending tasks, and detailed active compaction data when available</li>
+ *   <li><strong>Dual Success:</strong> Test passes whether active compactions 
are captured or completed</li>
+ * </ul>
+ */
+class CompactionStatsIntegrationTest extends 
SharedClusterSidecarIntegrationTestBase
+{
+    private static final String COMPACTION_STATS_ROUTE = 
"/api/v1/cassandra/stats/compaction";
+    private static final int MAX_POLL_ATTEMPTS = 10;
+    private static final List<QualifiedName> TEST_TABLES = new ArrayList<>();
+    private static final int TABLE_COUNT = 5;
+
+    @Override
+    protected void initializeSchemaForTest()
+    {
+        createTestKeyspace(TEST_KEYSPACE, DC1_RF1);
+
+        for (int i = 1; i <= TABLE_COUNT; i++)
+        {
+            TEST_TABLES.add(new QualifiedName(TEST_KEYSPACE, TEST_TABLE_PREFIX 
+ "_compaction_" + i));
+        }
+        
+        // Create test tables for compaction activity
+        for (QualifiedName tableName : TEST_TABLES)
+        {
+            createTestTable(tableName,
+                            "CREATE TABLE %s ( \n" +
+                            "  id int PRIMARY KEY, \n" +
+                            "  data text \n" +
+                            ");");
+        }
+    }
+
+    @Test
+    void testCompactionStatsRetrieval()
+    {
+        logger.info("Starting compaction stats test with {} tables", 
TEST_TABLES.size());
+        
+        // Generate SSTables for all test tables
+        for (QualifiedName tableName : TEST_TABLES)
+        {
+            generateSSTables(tableName, 100);
+        }
+        
+        // Create threads to trigger compaction on all tables
+        List<Thread> compactionThreads = new ArrayList<>();
+        for (QualifiedName tableName : TEST_TABLES)
+        {
+            Thread thread = new Thread(() -> 
triggerCompactionForTable(tableName));
+            compactionThreads.add(thread);
+        }
+        
+        // Start all compaction threads
+        for (Thread thread : compactionThreads)
+        {
+            thread.start();
+        }
+        
+        // Poll immediately and repeatedly to catch active compactions
+        CompactionStatsResponse stats = null;
+        HttpResponse<Buffer> response;
+        boolean foundActiveCompactions;
+        
+        for (int attempt = 0; attempt < MAX_POLL_ATTEMPTS; attempt++)

Review Comment:
   Please check out 
`org.apache.cassandra.testing.utils.AssertionUtils#loopAssert(int, int, 
java.lang.Runnable)`



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