HDFS-6670. Add block storage policy support with default HOT, WARM and COLD policies.
git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/branches/HDFS-6584@1610529 13f79535-47bb-0310-9956-ffa450edef68
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@ -5,6 +5,9 @@ HDFS-6584: Archival Storage
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HDFS-6677. Change INodeFile and FSImage to support storage policy ID.
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HDFS-6677. Change INodeFile and FSImage to support storage policy ID.
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(szetszwo)
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(szetszwo)
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HDFS-6670. Add block storage policy support with default HOT, WARM and COLD
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policies. (szetszwo)
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Trunk (Unreleased)
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Trunk (Unreleased)
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INCOMPATIBLE CHANGES
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INCOMPATIBLE CHANGES
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@ -0,0 +1,175 @@
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/**
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hadoop.hdfs;
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import java.util.Arrays;
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import java.util.EnumSet;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.classification.InterfaceAudience;
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import org.apache.hadoop.conf.Configuration;
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/**
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* A block storage policy describes how to select the storage types
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* for the replicas of a block.
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*/
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@InterfaceAudience.Private
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public class BlockStoragePolicy {
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public static final Log LOG = LogFactory.getLog(BlockStoragePolicy.class);
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public static final String DFS_BLOCK_STORAGE_POLICIES_KEY
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= "dfs.block.storage.policies";
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public static final String DFS_BLOCK_STORAGE_POLICY_KEY_PREFIX
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= "dfs.block.storage.policy.";
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public static final String DFS_BLOCK_STORAGE_POLICY_CREATION_FALLBACK_KEY_PREFIX
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= "dfs.block.storage.policy.creation-fallback.";
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public static final String DFS_BLOCK_STORAGE_POLICY_REPLICATION_FALLBACK_KEY_PREFIX
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= "dfs.block.storage.policy.replication-fallback.";
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public static final int ID_BIT_LENGTH = 4;
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public static final int ID_MAX = (1 << ID_BIT_LENGTH) - 1;
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/** A 4-bit policy ID */
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private final byte id;
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/** Policy name */
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private final String name;
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/** The storage types to store the replicas of a new block. */
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private final StorageType[] storageTypes;
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/** The fallback storage type for block creation. */
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private final StorageType[] creationFallbacks;
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/** The fallback storage type for replication. */
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private final StorageType[] replicationFallbacks;
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BlockStoragePolicy(byte id, String name, StorageType[] storageTypes,
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StorageType[] creationFallbacks, StorageType[] replicationFallbacks) {
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this.id = id;
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this.name = name;
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this.storageTypes = storageTypes;
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this.creationFallbacks = creationFallbacks;
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this.replicationFallbacks = replicationFallbacks;
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}
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/**
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* @return a list of {@link StorageType}s for storing the replicas of a block.
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*/
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StorageType[] getStoragteTypes(short replication) {
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final StorageType[] types = new StorageType[replication];
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int i = 0;
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for(; i < types.length && i < storageTypes.length; i++) {
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types[i] = storageTypes[i];
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}
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final StorageType last = storageTypes[storageTypes.length - 1];
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for(; i < types.length; i++) {
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types[i] = last;
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}
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return types;
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}
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/** @return the fallback {@link StorageType} for creation. */
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StorageType getCreationFallback(EnumSet<StorageType> unavailables) {
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return getFallback(unavailables, creationFallbacks);
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}
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/** @return the fallback {@link StorageType} for replication. */
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StorageType getReplicationFallback(EnumSet<StorageType> unavailables) {
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return getFallback(unavailables, replicationFallbacks);
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}
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@Override
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public String toString() {
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return getClass().getSimpleName() + "{" + name + ":" + id
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+ ", storageTypes=" + Arrays.asList(storageTypes)
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+ ", creationFallbacks=" + Arrays.asList(creationFallbacks)
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+ ", replicationFallbacks=" + Arrays.asList(replicationFallbacks);
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}
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private static StorageType getFallback(EnumSet<StorageType> unavailables,
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StorageType[] fallbacks) {
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for(StorageType fb : fallbacks) {
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if (!unavailables.contains(fb)) {
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return fb;
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}
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}
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return null;
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}
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private static byte parseID(String string) {
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final byte id = Byte.parseByte(string);
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if (id < 1) {
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throw new IllegalArgumentException(
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"Invalid block storage policy ID: id = " + id + " < 1");
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}
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if (id > 15) {
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throw new IllegalArgumentException(
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"Invalid block storage policy ID: id = " + id + " > MAX = " + ID_MAX);
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}
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return id;
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}
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private static StorageType[] parseStorageTypes(String[] strings) {
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if (strings == null) {
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return StorageType.EMPTY_ARRAY;
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}
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final StorageType[] types = new StorageType[strings.length];
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for(int i = 0; i < types.length; i++) {
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types[i] = StorageType.valueOf(strings[i].trim().toUpperCase());
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}
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return types;
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}
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private static StorageType[] readStorageTypes(byte id, String keyPrefix,
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Configuration conf) {
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final String[] values = conf.getStrings(keyPrefix + id);
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return parseStorageTypes(values);
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}
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public static BlockStoragePolicy readBlockStoragePolicy(byte id, String name,
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Configuration conf) {
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final StorageType[] storageTypes = readStorageTypes(id,
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DFS_BLOCK_STORAGE_POLICY_KEY_PREFIX, conf);
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final StorageType[] creationFallbacks = readStorageTypes(id,
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DFS_BLOCK_STORAGE_POLICY_CREATION_FALLBACK_KEY_PREFIX, conf);
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final StorageType[] replicationFallbacks = readStorageTypes(id,
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DFS_BLOCK_STORAGE_POLICY_REPLICATION_FALLBACK_KEY_PREFIX, conf);
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return new BlockStoragePolicy(id, name, storageTypes, creationFallbacks,
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replicationFallbacks);
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}
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public static BlockStoragePolicy[] readBlockStoragePolicies(
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Configuration conf) {
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final BlockStoragePolicy[] policies = new BlockStoragePolicy[ID_MAX + 1];
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final String[] values = conf.getStrings(DFS_BLOCK_STORAGE_POLICIES_KEY);
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for(String v : values) {
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v = v.trim();
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final int i = v.indexOf(':');
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final String name = v.substring(0, i);
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final byte id = parseID(v.substring(i + 1));
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if (policies[id] != null) {
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throw new IllegalArgumentException(
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"Policy duplication: ID " + id + " appears more than once in "
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+ DFS_BLOCK_STORAGE_POLICIES_KEY);
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}
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policies[id] = readBlockStoragePolicy(id, name, conf);
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LOG.info(policies[id]);
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}
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return policies;
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}
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}
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@ -421,6 +421,15 @@ public class DFSConfigKeys extends CommonConfigurationKeys {
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public static final Class<BlockPlacementPolicyDefault> DFS_BLOCK_REPLICATOR_CLASSNAME_DEFAULT = BlockPlacementPolicyDefault.class;
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public static final Class<BlockPlacementPolicyDefault> DFS_BLOCK_REPLICATOR_CLASSNAME_DEFAULT = BlockPlacementPolicyDefault.class;
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public static final String DFS_REPLICATION_MAX_KEY = "dfs.replication.max";
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public static final String DFS_REPLICATION_MAX_KEY = "dfs.replication.max";
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public static final int DFS_REPLICATION_MAX_DEFAULT = 512;
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public static final int DFS_REPLICATION_MAX_DEFAULT = 512;
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public static final String DFS_BLOCK_STORAGE_POLICIES_KEY
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= BlockStoragePolicy.DFS_BLOCK_STORAGE_POLICIES_KEY;
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public static final String DFS_BLOCK_STORAGE_POLICY_KEY_PREFIX
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= BlockStoragePolicy.DFS_BLOCK_STORAGE_POLICY_KEY_PREFIX;
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public static final String DFS_BLOCK_STORAGE_POLICY_CREATION_FALLBACK_KEY_PREFIX
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= BlockStoragePolicy.DFS_BLOCK_STORAGE_POLICY_CREATION_FALLBACK_KEY_PREFIX;
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public static final String DFS_BLOCK_STORAGE_POLICY_REPLICATION_FALLBACK_KEY_PREFIX
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= BlockStoragePolicy.DFS_BLOCK_STORAGE_POLICY_REPLICATION_FALLBACK_KEY_PREFIX;
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public static final String DFS_DF_INTERVAL_KEY = "dfs.df.interval";
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public static final String DFS_DF_INTERVAL_KEY = "dfs.df.interval";
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public static final int DFS_DF_INTERVAL_DEFAULT = 60000;
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public static final int DFS_DF_INTERVAL_DEFAULT = 60000;
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public static final String DFS_BLOCKREPORT_INTERVAL_MSEC_KEY = "dfs.blockreport.intervalMsec";
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public static final String DFS_BLOCKREPORT_INTERVAL_MSEC_KEY = "dfs.blockreport.intervalMsec";
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@ -29,7 +29,10 @@ import org.apache.hadoop.classification.InterfaceStability;
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@InterfaceStability.Unstable
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@InterfaceStability.Unstable
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public enum StorageType {
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public enum StorageType {
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DISK,
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DISK,
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SSD;
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SSD,
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ARCHIVE;
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public static final StorageType DEFAULT = DISK;
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public static final StorageType DEFAULT = DISK;
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public static final StorageType[] EMPTY_ARRAY = {};
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}
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}
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@ -1612,6 +1612,8 @@ public class PBHelper {
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return StorageTypeProto.DISK;
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return StorageTypeProto.DISK;
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case SSD:
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case SSD:
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return StorageTypeProto.SSD;
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return StorageTypeProto.SSD;
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case ARCHIVE:
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return StorageTypeProto.ARCHIVE;
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default:
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default:
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throw new IllegalStateException(
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throw new IllegalStateException(
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"BUG: StorageType not found, type=" + type);
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"BUG: StorageType not found, type=" + type);
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@ -1640,6 +1642,8 @@ public class PBHelper {
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return StorageType.DISK;
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return StorageType.DISK;
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case SSD:
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case SSD:
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return StorageType.SSD;
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return StorageType.SSD;
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case ARCHIVE:
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return StorageType.ARCHIVE;
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default:
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default:
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throw new IllegalStateException(
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throw new IllegalStateException(
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"BUG: StorageTypeProto not found, type=" + type);
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"BUG: StorageTypeProto not found, type=" + type);
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@ -134,6 +134,7 @@ message FsPermissionProto {
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enum StorageTypeProto {
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enum StorageTypeProto {
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DISK = 1;
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DISK = 1;
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SSD = 2;
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SSD = 2;
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ARCHIVE = 3;
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}
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}
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/**
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/**
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@ -0,0 +1,117 @@
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<?xml version="1.0"?>
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<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
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<!--
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Licensed to the Apache Software Foundation (ASF) under one or more
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contributor license agreements. See the NOTICE file distributed with
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this work for additional information regarding copyright ownership.
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The ASF licenses this file to You under the Apache License, Version 2.0
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(the "License"); you may not use this file except in compliance with
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the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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<!-- Do not modify this file directly. Instead, copy entries that you wish -->
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<!-- to modify from this file into blockStoragePolicy-site.xml and change -->
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<!-- there. If blockStoragePolicy-site.xml does not exist, create it. -->
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<configuration>
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<property>
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<name>dfs.block.storage.policies</name>
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<value>HOT:12, WARM:8, COLD:4</value>
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<description>
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A list of block storage policy names and IDs. The syntax is
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NAME_1:ID_1, NAME_2:ID_2, ..., NAME_n:ID_n
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where ID is an integer in the range [1,15] and NAME is case insensitive.
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</description>
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</property>
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<!-- Block Storage Policy HOT:12 -->
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<property>
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<name>dfs.block.storage.policy.12</name>
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<value>DISK</value>
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<description>
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A list of storage types for storing the block replicas such as
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STORAGE_TYPE_1, STORAGE_TYPE_2, ..., STORAGE_TYPE_n
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When creating a block, the i-th replica is stored using i-th storage type
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for i less than or equal to n, and
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the j-th replica is stored using n-th storage type for j greater than n.
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The value cannot specified as an empty list.
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Examples:
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DISK : all replicas stored using DISK.
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DISK, ARCHIVE : the first replica is stored using DISK and all the
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remaining are stored using ARCHIVE.
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</description>
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</property>
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<property>
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<name>dfs.block.storage.policy.creation-fallback.12</name>
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<value></value>
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<description>
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A list of storage types for creation fallback storage.
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STORAGE_TYPE_1, STORAGE_TYPE_2, ..., STORAGE_TYPE_n
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When creating a block, if a particular storage type specified in the policy
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is unavailable, the fallback STORAGE_TYPE_1 is used. Further, if
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STORAGE_TYPE_i is also unavailable, the fallback STORAGE_TYPE_(i+1) is used.
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In case that all fallback storages are unavailabe, the block will be created
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with number of replicas less than the specified replication factor.
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An empty list indicates that there is no fallback storage.
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</description>
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</property>
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<property>
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<name>dfs.block.storage.policy.replication-fallback.12</name>
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<value>ARCHIVE</value>
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<description>
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Similar to dfs.block.storage.policy.creation-fallback.x but for replication.
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</description>
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</property>
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<!-- Block Storage Policy WARM:8 -->
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<property>
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<name>dfs.block.storage.policy.8</name>
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<value>DISK, ARCHIVE</value>
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</property>
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<property>
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<name>dfs.block.storage.policy.creation-fallback.8</name>
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<value>DISK, ARCHIVE</value>
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</property>
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<property>
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<name>dfs.block.storage.policy.replication-fallback.8</name>
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<value>DISK, ARCHIVE</value>
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</property>
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<!-- Block Storage Policy COLD:4 -->
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<property>
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<name>dfs.block.storage.policy.4</name>
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<value>ARCHIVE</value>
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</property>
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<property>
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<name>dfs.block.storage.policy.creation-fallback.4</name>
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<value></value>
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</property>
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||||||
|
<property>
|
||||||
|
<name>dfs.block.storage.policy.replication-fallback.4</name>
|
||||||
|
<value></value>
|
||||||
|
</property>
|
||||||
|
</configuration>
|
|
@ -22,7 +22,8 @@
|
||||||
<!-- wish to modify from this file into hdfs-site.xml and change them -->
|
<!-- wish to modify from this file into hdfs-site.xml and change them -->
|
||||||
<!-- there. If hdfs-site.xml does not already exist, create it. -->
|
<!-- there. If hdfs-site.xml does not already exist, create it. -->
|
||||||
|
|
||||||
<configuration>
|
<configuration xmlns:xi="http://www.w3.org/2001/XInclude">
|
||||||
|
<xi:include href="blockStoragePolicy-default.xml" />
|
||||||
|
|
||||||
<property>
|
<property>
|
||||||
<name>hadoop.hdfs.configuration.version</name>
|
<name>hadoop.hdfs.configuration.version</name>
|
||||||
|
|
|
@ -0,0 +1,117 @@
|
||||||
|
/**
|
||||||
|
* 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.hdfs;
|
||||||
|
|
||||||
|
import java.util.EnumSet;
|
||||||
|
import java.util.HashMap;
|
||||||
|
import java.util.Map;
|
||||||
|
|
||||||
|
import org.apache.hadoop.conf.Configuration;
|
||||||
|
import org.junit.Assert;
|
||||||
|
import org.junit.Test;
|
||||||
|
|
||||||
|
/** Test {@link BlockStoragePolicy} */
|
||||||
|
public class TestBlockStoragePolicy {
|
||||||
|
static final EnumSet<StorageType> none = EnumSet.noneOf(StorageType.class);
|
||||||
|
static final EnumSet<StorageType> archive = EnumSet.of(StorageType.ARCHIVE);
|
||||||
|
static final EnumSet<StorageType> disk = EnumSet.of(StorageType.DISK);
|
||||||
|
static final EnumSet<StorageType> both = EnumSet.of(StorageType.DISK, StorageType.ARCHIVE);
|
||||||
|
|
||||||
|
static {
|
||||||
|
HdfsConfiguration.init();
|
||||||
|
}
|
||||||
|
|
||||||
|
@Test
|
||||||
|
public void testDefaultPolicies() throws Exception {
|
||||||
|
final byte COLD = (byte)4;
|
||||||
|
final byte WARM = (byte)8;
|
||||||
|
final byte HOT = (byte)12;
|
||||||
|
final Map<Byte, String> expectedPolicyStrings = new HashMap<Byte, String>();
|
||||||
|
expectedPolicyStrings.put(COLD,
|
||||||
|
"BlockStoragePolicy{COLD:4, storageTypes=[ARCHIVE], creationFallbacks=[], replicationFallbacks=[]");
|
||||||
|
expectedPolicyStrings.put(WARM,
|
||||||
|
"BlockStoragePolicy{WARM:8, storageTypes=[DISK, ARCHIVE], creationFallbacks=[DISK, ARCHIVE], replicationFallbacks=[DISK, ARCHIVE]");
|
||||||
|
expectedPolicyStrings.put(HOT,
|
||||||
|
"BlockStoragePolicy{HOT:12, storageTypes=[DISK], creationFallbacks=[], replicationFallbacks=[ARCHIVE]");
|
||||||
|
|
||||||
|
final Configuration conf = new Configuration();
|
||||||
|
final BlockStoragePolicy[] policies = BlockStoragePolicy.readBlockStoragePolicies(conf);
|
||||||
|
for(int i = 0; i < policies.length; i++) {
|
||||||
|
if (policies[i] != null) {
|
||||||
|
final String s = policies[i].toString();
|
||||||
|
Assert.assertEquals(expectedPolicyStrings.get((byte)i), s);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
{ // check Cold policy
|
||||||
|
final BlockStoragePolicy cold = policies[COLD];
|
||||||
|
for(short replication = 1; replication < 6; replication++) {
|
||||||
|
final StorageType[] computed = cold.getStoragteTypes(replication);
|
||||||
|
assertStorageType(computed, replication, StorageType.ARCHIVE);
|
||||||
|
}
|
||||||
|
assertCreationFallback(cold, null, null, null);
|
||||||
|
assertReplicationFallback(cold, null, null, null);
|
||||||
|
}
|
||||||
|
|
||||||
|
{ // check Warm policy
|
||||||
|
final BlockStoragePolicy warm = policies[WARM];
|
||||||
|
for(short replication = 1; replication < 6; replication++) {
|
||||||
|
final StorageType[] computed = warm.getStoragteTypes(replication);
|
||||||
|
assertStorageType(computed, replication, StorageType.DISK, StorageType.ARCHIVE);
|
||||||
|
}
|
||||||
|
assertCreationFallback(warm, StorageType.DISK, StorageType.DISK, StorageType.ARCHIVE);
|
||||||
|
assertReplicationFallback(warm, StorageType.DISK, StorageType.DISK, StorageType.ARCHIVE);
|
||||||
|
}
|
||||||
|
|
||||||
|
{ // check Hot policy
|
||||||
|
final BlockStoragePolicy hot = policies[HOT];
|
||||||
|
for(short replication = 1; replication < 6; replication++) {
|
||||||
|
final StorageType[] computed = hot.getStoragteTypes(replication);
|
||||||
|
assertStorageType(computed, replication, StorageType.DISK);
|
||||||
|
}
|
||||||
|
assertCreationFallback(hot, null, null, null);
|
||||||
|
assertReplicationFallback(hot, StorageType.ARCHIVE, null, StorageType.ARCHIVE);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
static void assertStorageType(StorageType[] computed, short replication,
|
||||||
|
StorageType... answers) {
|
||||||
|
Assert.assertEquals(replication, computed.length);
|
||||||
|
final StorageType last = answers[answers.length - 1];
|
||||||
|
for(int i = 0; i < computed.length; i++) {
|
||||||
|
final StorageType expected = i < answers.length? answers[i]: last;
|
||||||
|
Assert.assertEquals(expected, computed[i]);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
static void assertCreationFallback(BlockStoragePolicy policy, StorageType noneExpected,
|
||||||
|
StorageType archiveExpected, StorageType diskExpected) {
|
||||||
|
Assert.assertEquals(noneExpected, policy.getCreationFallback(none));
|
||||||
|
Assert.assertEquals(archiveExpected, policy.getCreationFallback(archive));
|
||||||
|
Assert.assertEquals(diskExpected, policy.getCreationFallback(disk));
|
||||||
|
Assert.assertEquals(null, policy.getCreationFallback(both));
|
||||||
|
}
|
||||||
|
|
||||||
|
static void assertReplicationFallback(BlockStoragePolicy policy, StorageType noneExpected,
|
||||||
|
StorageType archiveExpected, StorageType diskExpected) {
|
||||||
|
Assert.assertEquals(noneExpected, policy.getReplicationFallback(none));
|
||||||
|
Assert.assertEquals(archiveExpected, policy.getReplicationFallback(archive));
|
||||||
|
Assert.assertEquals(diskExpected, policy.getReplicationFallback(disk));
|
||||||
|
Assert.assertEquals(null, policy.getReplicationFallback(both));
|
||||||
|
}
|
||||||
|
}
|
Loading…
Reference in New Issue