TanYuxin-tyx commented on code in PR #22652:
URL: https://github.com/apache/flink/pull/22652#discussion_r1214036888


##########
flink-runtime/src/test/java/org/apache/flink/runtime/io/network/partition/hybrid/tiered/storage/TieredStorageProducerClientTest.java:
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@@ -0,0 +1,352 @@
+/*
+ * 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.flink.runtime.io.network.partition.hybrid.tiered.storage;
+
+import org.apache.flink.runtime.io.network.buffer.Buffer;
+import org.apache.flink.runtime.io.network.buffer.BufferPool;
+import org.apache.flink.runtime.io.network.buffer.NetworkBufferPool;
+import 
org.apache.flink.runtime.io.network.partition.hybrid.tiered.common.TieredStorageSubpartitionId;
+import 
org.apache.flink.runtime.io.network.partition.hybrid.tiered.tier.TierProducerAgent;
+import org.apache.flink.testutils.junit.extensions.parameterized.Parameter;
+import 
org.apache.flink.testutils.junit.extensions.parameterized.ParameterizedTestExtension;
+import org.apache.flink.testutils.junit.extensions.parameterized.Parameters;
+
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.TestTemplate;
+import org.junit.jupiter.api.extension.ExtendWith;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
+import java.util.Random;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+
+/** Tests for {@link TieredStorageProducerClient}. */
+@ExtendWith(ParameterizedTestExtension.class)
+public class TieredStorageProducerClientTest {
+
+    private static final int NUM_TOTAL_BUFFERS = 1000;
+
+    private static final int NETWORK_BUFFER_SIZE = 1024;
+
+    private static final float NUM_BUFFERS_TRIGGER_FLUSH_RATIO = 0.6f;
+
+    private static final int NUM_BUFFERS_IN_A_SEGMENT = 5;
+
+    @Parameter public boolean isBroadcast;
+
+    private NetworkBufferPool globalPool;
+
+    @Parameters(name = "isBroadcast={0}")
+    public static Collection<Boolean> parameters() {
+        return Arrays.asList(false, true);
+    }
+
+    @BeforeEach
+    void before() {
+        globalPool = new NetworkBufferPool(NUM_TOTAL_BUFFERS, 
NETWORK_BUFFER_SIZE);
+    }
+
+    @AfterEach
+    void after() {
+        globalPool.destroy();
+    }
+
+    @TestTemplate
+    void testWriteRecordsToEmptyStorageTiers() throws IOException {
+        int numSubpartitions = 10;
+        int numBuffersInPool = 10;
+        int bufferSize = 1024;
+        Random random = new Random();
+
+        TieredStorageMemoryManagerImpl storageMemoryManager =
+                createStorageMemoryManager(numBuffersInPool);
+        BufferAccumulator bufferAccumulator =
+                new HashBufferAccumulator(numSubpartitions, bufferSize, 
storageMemoryManager);
+
+        TieredStorageProducerClient tieredStorageProducerClient =
+                new TieredStorageProducerClient(
+                        numSubpartitions, false, bufferAccumulator, null, 
Collections.emptyList());
+
+        assertThatThrownBy(
+                        () ->
+                                tieredStorageProducerClient.write(
+                                        generateRandomData(bufferSize, random),
+                                        new TieredStorageSubpartitionId(0),
+                                        Buffer.DataType.DATA_BUFFER,
+                                        isBroadcast))
+                .isInstanceOf(RuntimeException.class)
+                .hasMessageContaining("Failed to choose a storage tier");
+    }
+
+    @TestTemplate
+    void testEmptyMetricUpdater() throws IOException {
+        int numSubpartitions = 10;
+        int numBuffersInPool = 10;
+        int bufferSize = 1024;
+        Random random = new Random();
+
+        TieredStorageMemoryManagerImpl storageMemoryManager =
+                createStorageMemoryManager(numBuffersInPool);
+        BufferAccumulator bufferAccumulator =
+                new HashBufferAccumulator(numSubpartitions, bufferSize, 
storageMemoryManager);
+        TestingTierProducerAgent testingTierProducerAgent =
+                new TestingTierProducerAgent(false, numSubpartitions);
+
+        TieredStorageProducerClient tieredStorageProducerClient =
+                new TieredStorageProducerClient(
+                        numSubpartitions,
+                        false,
+                        bufferAccumulator,
+                        null,
+                        Collections.singletonList(testingTierProducerAgent));
+
+        assertThatThrownBy(
+                        () ->
+                                tieredStorageProducerClient.write(
+                                        generateRandomData(bufferSize, random),
+                                        new TieredStorageSubpartitionId(0),
+                                        Buffer.DataType.DATA_BUFFER,
+                                        isBroadcast))
+                .isInstanceOf(NullPointerException.class);
+    }
+
+    @TestTemplate
+    void testWriteRecordsToMultipleStorageTiers() throws IOException {

Review Comment:
   Simplify the logic by introducing a `TestingTierProducerAgent`.



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