architjainjain commented on code in PR #6501:
URL: https://github.com/apache/hive/pull/6501#discussion_r3674399624


##########
service/src/java/org/apache/hive/service/server/HiveServer2.java:
##########
@@ -966,6 +970,20 @@ private void initAndStartWorkloadManager(final 
WMFullResourcePlan resourcePlan)
     }
   }
 
+  /**
+   * Initializes the queue metrics refresh pool and HTTP exporter.
+   * Failures are non-fatal — logged as warnings so the server can start 
without queue metrics.
+   */
+  private void initializeQueueMetricsPool(HiveConf hiveConf) {

Review Comment:
   done



##########
ql/src/java/org/apache/hadoop/hive/ql/exec/tez/monitoring/yarnqueue/QueueMetricsRefreshPool.java:
##########
@@ -0,0 +1,146 @@
+/*
+ * 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.hadoop.hive.ql.exec.tez.monitoring.yarnqueue;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.util.concurrent.ThreadFactoryBuilder;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicReference;
+
+/**
+ * Singleton manager for the JVM-wide refresh executor pool used by queue 
metrics collection.
+ * Provides a shared {@link ScheduledExecutorService} that fires periodic YARN 
RM refresh tasks
+ * across all queries in the HiveServer2 process.
+ * <p>
+ * Initialized during HiveServer2 startup via {@link #init(int)} when Tez 
session pool is set up.
+ * Pool size is configured via {@code 
hive.server2.tez.queue.metrics.refresh.threads} (default: 4).
+ * <p>
+ * All {@link YarnQueueMetricsCollector} instances share this single pool, 
ensuring efficient
+ * resource usage and preventing thread explosion when many queries run 
concurrently.
+ * <p>
+ * Thread-safe singleton implementation using double-check locking pattern.
+ */
+public final class QueueMetricsRefreshPool {
+  private static final Logger LOG = 
LoggerFactory.getLogger(QueueMetricsRefreshPool.class);
+
+  private static final int DEFAULT_THREAD_COUNT = 4;
+  public static final int JITTER_PERCENT = 10;
+
+  private static final AtomicReference<QueueMetricsRefreshPool> INSTANCE = new 
AtomicReference<>(null);
+  private static final Object INIT_LOCK = new Object();
+
+  private final ScheduledExecutorService refreshPool;
+
+
+  /**
+   * Initializes the singleton pool with the specified thread count.
+   * Must be called during HiveServer2 startup. Subsequent calls are ignored.
+   *
+   * @param threadCount number of threads for the refresh pool
+   */
+  public static void init(int threadCount) {
+    if (INSTANCE.get() != null) {
+      LOG.debug("QueueMetricsRefreshPool already initialized, ignoring init 
call");
+      return;
+    }
+    synchronized (INIT_LOCK) {
+      if (INSTANCE.get() == null) {
+        INSTANCE.set(new QueueMetricsRefreshPool(threadCount));
+      }
+    }
+  }
+
+  /**
+   * Returns the singleton instance. Must be called after {@link #init(int)}.
+   * For tests or non-HS2 environments, lazily initializes with default thread 
count.
+   *
+   * @return the singleton pool instance
+   */
+  public static QueueMetricsRefreshPool getInstance() {
+    QueueMetricsRefreshPool local = INSTANCE.get();
+    if (local != null) {
+      return local;
+    }
+    // Lazy init for tests/non-HS2 with default thread count
+    synchronized (INIT_LOCK) {
+      local = INSTANCE.get();
+      if (local == null) {
+        LOG.warn("QueueMetricsRefreshPool not initialized via init(), using 
default thread count: {}",
+            DEFAULT_THREAD_COUNT);
+        local = new QueueMetricsRefreshPool(DEFAULT_THREAD_COUNT);
+        INSTANCE.set(local);
+      }
+      return local;
+    }
+  }
+
+
+  private QueueMetricsRefreshPool(int threadCount) {
+    this.refreshPool = Executors.newScheduledThreadPool(threadCount,
+        new ThreadFactoryBuilder()
+            .setNameFormat("queue-metrics-refresh-%d")
+            .setDaemon(true)
+            .build());
+    LOG.info("QueueMetricsRefreshPool initialized with {} threads", 
threadCount);
+  }
+
+
+  /**
+   * Schedules a periodic refresh task. initialDelay=0 so the first fetch runs 
immediately.
+   */
+  public ScheduledFuture<Void> scheduleRefreshTask(Runnable task, long 
intervalMs) {
+    return (ScheduledFuture<Void>) refreshPool.scheduleWithFixedDelay(task, 0, 
intervalMs, TimeUnit.MILLISECONDS);
+  }

Review Comment:
   done



##########
ql/src/java/org/apache/hadoop/hive/ql/exec/tez/monitoring/yarnqueue/QueueMetricsRefreshPool.java:
##########
@@ -0,0 +1,146 @@
+/*
+ * 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.hadoop.hive.ql.exec.tez.monitoring.yarnqueue;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.util.concurrent.ThreadFactoryBuilder;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicReference;
+
+/**
+ * Singleton manager for the JVM-wide refresh executor pool used by queue 
metrics collection.
+ * Provides a shared {@link ScheduledExecutorService} that fires periodic YARN 
RM refresh tasks
+ * across all queries in the HiveServer2 process.
+ * <p>
+ * Initialized during HiveServer2 startup via {@link #init(int)} when Tez 
session pool is set up.
+ * Pool size is configured via {@code 
hive.server2.tez.queue.metrics.refresh.threads} (default: 4).
+ * <p>
+ * All {@link YarnQueueMetricsCollector} instances share this single pool, 
ensuring efficient
+ * resource usage and preventing thread explosion when many queries run 
concurrently.
+ * <p>
+ * Thread-safe singleton implementation using double-check locking pattern.
+ */
+public final class QueueMetricsRefreshPool {
+  private static final Logger LOG = 
LoggerFactory.getLogger(QueueMetricsRefreshPool.class);
+
+  private static final int DEFAULT_THREAD_COUNT = 4;
+  public static final int JITTER_PERCENT = 10;
+
+  private static final AtomicReference<QueueMetricsRefreshPool> INSTANCE = new 
AtomicReference<>(null);
+  private static final Object INIT_LOCK = new Object();
+
+  private final ScheduledExecutorService refreshPool;
+
+
+  /**
+   * Initializes the singleton pool with the specified thread count.
+   * Must be called during HiveServer2 startup. Subsequent calls are ignored.
+   *
+   * @param threadCount number of threads for the refresh pool
+   */
+  public static void init(int threadCount) {
+    if (INSTANCE.get() != null) {
+      LOG.debug("QueueMetricsRefreshPool already initialized, ignoring init 
call");
+      return;
+    }
+    synchronized (INIT_LOCK) {
+      if (INSTANCE.get() == null) {
+        INSTANCE.set(new QueueMetricsRefreshPool(threadCount));
+      }
+    }
+  }
+
+  /**
+   * Returns the singleton instance. Must be called after {@link #init(int)}.
+   * For tests or non-HS2 environments, lazily initializes with default thread 
count.
+   *
+   * @return the singleton pool instance
+   */
+  public static QueueMetricsRefreshPool getInstance() {
+    QueueMetricsRefreshPool local = INSTANCE.get();
+    if (local != null) {
+      return local;
+    }
+    // Lazy init for tests/non-HS2 with default thread count
+    synchronized (INIT_LOCK) {
+      local = INSTANCE.get();
+      if (local == null) {
+        LOG.warn("QueueMetricsRefreshPool not initialized via init(), using 
default thread count: {}",
+            DEFAULT_THREAD_COUNT);
+        local = new QueueMetricsRefreshPool(DEFAULT_THREAD_COUNT);
+        INSTANCE.set(local);
+      }
+      return local;
+    }
+  }
+
+
+  private QueueMetricsRefreshPool(int threadCount) {
+    this.refreshPool = Executors.newScheduledThreadPool(threadCount,
+        new ThreadFactoryBuilder()
+            .setNameFormat("queue-metrics-refresh-%d")
+            .setDaemon(true)
+            .build());
+    LOG.info("QueueMetricsRefreshPool initialized with {} threads", 
threadCount);
+  }
+
+
+  /**
+   * Schedules a periodic refresh task. initialDelay=0 so the first fetch runs 
immediately.
+   */
+  public ScheduledFuture<Void> scheduleRefreshTask(Runnable task, long 
intervalMs) {
+    return (ScheduledFuture<Void>) refreshPool.scheduleWithFixedDelay(task, 0, 
intervalMs, TimeUnit.MILLISECONDS);
+  }
+
+  /**
+   * Calculates deterministic hash-based jitter for a queue name to prevent 
thundering herd.
+   * Jitter range: 0 to (intervalMs * JITTER_PERCENT / 100)
+   *
+   * @param queueName the queue name to hash
+   * @param intervalMs the refresh interval in milliseconds
+   * @return jitter value in milliseconds (0 to intervalMs * 10%)
+   */
+  public static long calculateJitter(String queueName, long intervalMs) {
+    long jitterWindow = intervalMs * JITTER_PERCENT / 100;
+    return Math.abs(queueName.hashCode()) % jitterWindow;
+  }

Review Comment:
   done



##########
ql/src/java/org/apache/hadoop/hive/ql/exec/tez/TezSessionState.java:
##########
@@ -797,6 +810,19 @@ public String getSessionId() {
 
   protected final void setTezClient(TezClient session) {
     this.session = session;
+
+    // Initialize YarnClient for queue metrics collection
+    if (session != null && yarnClient == null) {
+      try {
+        yarnClient = YarnClient.createYarnClient();
+        yarnClient.init(conf);
+        yarnClient.start();
+        LOG.info("YarnClient initialized for session: {}", sessionId);
+      } catch (Exception e) {
+        LOG.warn("Failed to initialize YarnClient for metrics collection", e);
+        yarnClient = null;
+      }
+    }

Review Comment:
   done



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