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The following commit(s) were added to refs/heads/master by this push:
     new 2dfe0d240a fix(admin): stop dynamic monitoring when no scaling policy 
is active (#7783)
2dfe0d240a is described below

commit 2dfe0d240af5be762fc4fcabd62d107852166dd6
Author: 甜梦守护者 <[email protected]>
AuthorDate: Mon Oct 19 14:01:31 2026 +0800

    fix(admin): stop dynamic monitoring when no scaling policy is active (#7783)
---
 .../shenyu/admin/scale/scaler/ScaleService.java    |   2 +
 .../admin/scale/scaler/ScaleServiceTest.java       | 134 +++++++++++++++++++++
 2 files changed, 136 insertions(+)

diff --git 
a/shenyu-admin/src/main/java/org/apache/shenyu/admin/scale/scaler/ScaleService.java
 
b/shenyu-admin/src/main/java/org/apache/shenyu/admin/scale/scaler/ScaleService.java
index f0701291c6..f2377f26ae 100644
--- 
a/shenyu-admin/src/main/java/org/apache/shenyu/admin/scale/scaler/ScaleService.java
+++ 
b/shenyu-admin/src/main/java/org/apache/shenyu/admin/scale/scaler/ScaleService.java
@@ -84,6 +84,8 @@ public class ScaleService {
                     stopDynamicTask();
                     throw new IllegalStateException("Unknown scaling policy: " 
+ activePolicy.getId());
             }
+        } else {
+            stopDynamicTask();
         }
     }
 
diff --git 
a/shenyu-admin/src/test/java/org/apache/shenyu/admin/scale/scaler/ScaleServiceTest.java
 
b/shenyu-admin/src/test/java/org/apache/shenyu/admin/scale/scaler/ScaleServiceTest.java
new file mode 100644
index 0000000000..76d28fff3b
--- /dev/null
+++ 
b/shenyu-admin/src/test/java/org/apache/shenyu/admin/scale/scaler/ScaleServiceTest.java
@@ -0,0 +1,134 @@
+/*
+ * 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.shenyu.admin.scale.scaler;
+
+import org.apache.shenyu.admin.model.entity.ScalePolicyDO;
+import org.apache.shenyu.admin.scale.config.ScaleProperties;
+import org.apache.shenyu.admin.scale.monitor.subject.MetricsMonitor;
+import org.apache.shenyu.admin.scale.scaler.cache.ScalePolicyCache;
+import org.apache.shenyu.admin.scale.scaler.dynamic.TaskSchedulerManager;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.mockito.InOrder;
+
+import java.util.List;
+
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.ArgumentMatchers.eq;
+import static org.mockito.Mockito.inOrder;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.times;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.verifyNoInteractions;
+import static org.mockito.Mockito.verifyNoMoreInteractions;
+
+/**
+ * Tests for scaling policy transitions and monitoring task cancellation.
+ */
+public final class ScaleServiceTest {
+
+    private TaskSchedulerManager schedulerManager;
+
+    private KubernetesScaler kubernetesScaler;
+
+    private ScalePolicyCache policyCache;
+
+    private ScaleService service;
+
+    @BeforeEach
+    public void setUp() {
+        schedulerManager = mock(TaskSchedulerManager.class);
+        kubernetesScaler = mock(KubernetesScaler.class);
+        policyCache = new ScalePolicyCache();
+
+        final ScaleProperties properties = new ScaleProperties();
+        properties.setMonitorInterval(1000L);
+
+        service = new ScaleService(
+                mock(MetricsMonitor.class), schedulerManager,
+                policyCache, properties, kubernetesScaler);
+    }
+
+    @Test
+    public void testDisableLastPolicyStopsDynamicMonitoring() {
+        policyCache.initialize(List.of(policy("3", 1, 1)));
+
+        service.executeScaling();
+
+        policyCache.updatePolicy(policy("3", 0, 1));
+        service.executeScaling();
+        service.executeScaling();
+
+        final InOrder order = inOrder(schedulerManager);
+        order.verify(schedulerManager).registerMonitorTask(
+                eq("DynamicScalingTask"), any(Runnable.class), eq(1000L));
+        order.verify(schedulerManager, 
times(2)).cancelMonitorTask("DynamicScalingTask");
+        order.verifyNoMoreInteractions();
+
+        verifyNoInteractions(kubernetesScaler);
+    }
+
+    @Test
+    public void testEmptyPoliciesCancelDynamicMonitoring() {
+        service.executeScaling();
+
+        verify(schedulerManager).cancelMonitorTask("DynamicScalingTask");
+        verifyNoMoreInteractions(schedulerManager);
+        verifyNoInteractions(kubernetesScaler);
+    }
+
+    @Test
+    public void testActiveDynamicPolicyRegistersMonitoring() {
+        policyCache.initialize(List.of(
+                policy("1", 0, 0),
+                policy("3", 1, 1)));
+
+        service.executeScaling();
+
+        verify(schedulerManager).registerMonitorTask(
+                eq("DynamicScalingTask"), any(Runnable.class), eq(1000L));
+        verifyNoMoreInteractions(schedulerManager);
+        verifyNoInteractions(kubernetesScaler);
+    }
+
+    @Test
+    public void testSwitchToFixedPolicyCancelsDynamicMonitoring() {
+        policyCache.initialize(List.of(policy("3", 1, 1)));
+        service.executeScaling();
+
+        final ScalePolicyDO fixedPolicy = policy("1", 1, 0);
+        fixedPolicy.setNum(2);
+        policyCache.updatePolicy(fixedPolicy);
+        service.executeScaling();
+
+        final InOrder order = inOrder(schedulerManager, kubernetesScaler);
+        order.verify(schedulerManager).registerMonitorTask(
+                eq("DynamicScalingTask"), any(Runnable.class), eq(1000L));
+        order.verify(schedulerManager).cancelMonitorTask("DynamicScalingTask");
+        order.verify(kubernetesScaler).scaleByNum(2);
+        order.verifyNoMoreInteractions();
+    }
+
+    private ScalePolicyDO policy(final String id, final int status, final int 
sort) {
+        final ScalePolicyDO policy = new ScalePolicyDO();
+        policy.setId(id);
+        policy.setStatus(status);
+        policy.setSort(sort);
+        return policy;
+    }
+}

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