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| 1 | +//// |
| 2 | +/** |
| 3 | + * |
| 4 | + * Licensed to the Apache Software Foundation (ASF) under one |
| 5 | + * or more contributor license agreements. See the NOTICE file |
| 6 | + * distributed with this work for additional information |
| 7 | + * regarding copyright ownership. The ASF licenses this file |
| 8 | + * to you under the Apache License, Version 2.0 (the |
| 9 | + * "License"); you may not use this file except in compliance |
| 10 | + * with the License. You may obtain a copy of the License at |
| 11 | + * |
| 12 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 13 | + * |
| 14 | + * Unless required by applicable law or agreed to in writing, software |
| 15 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 16 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 17 | + * See the License for the specific language governing permissions and |
| 18 | + * limitations under the License. |
| 19 | + */ |
| 20 | +//// |
| 21 | +
|
| 22 | +[[storefiletracking]] |
| 23 | += Store File Tracking |
| 24 | +:doctype: book |
| 25 | +:numbered: |
| 26 | +:toc: left |
| 27 | +:icons: font |
| 28 | +:experimental: |
| 29 | +
|
| 30 | +== Overview |
| 31 | +
|
| 32 | +This feature introduces an abstraction layer to track store files still used/needed by store |
| 33 | +engines, allowing for plugging different approaches of identifying store |
| 34 | +files required by the given store. |
| 35 | +
|
| 36 | +Historically, HBase internals have relied on creating hfiles on temporary directories first, renaming |
| 37 | +those files to the actual store directory at operation commit time. That's a simple and convenient |
| 38 | +way to separate transient from already finalised files that are ready to serve client reads with data. |
| 39 | +This approach works well with strong consistent file systems, but with the popularity of less consistent |
| 40 | +file systems, mainly Object Store which can be used like file systems, dependency on atomic rename operations starts to introduce |
| 41 | +performance penalties. The Amazon S3 Object Store, in particular, has been the most affected deployment, |
| 42 | +due to its lack of atomic renames. The HBase community temporarily bypassed this problem by building a distributed locking layer called HBOSS, |
| 43 | +to guarantee atomicity of operations against S3. |
| 44 | +
|
| 45 | +With *Store File Tracking*, decision on where to originally create new hfiles and how to proceed upon |
| 46 | +commit is delegated to the specific Store File Tracking implementation. |
| 47 | +The implementation can be set at the HBase service leve in *hbase-site.xml* or at the |
| 48 | +Table or Column Family via the TableDescriptor configuration. |
| 49 | + |
| 50 | +NOTE: When the store file tracking implementation is specified in *hbase_site.xml*, this configuration is also propagated into a tables configuration |
| 51 | +at table creation time. This is to avoid dangerous configuration mismatches between processes, which |
| 52 | +could potentially lead to data loss. |
| 53 | + |
| 54 | +== Available Implementations |
| 55 | + |
| 56 | +Store File Tracking initial version provides three builtin implementations: |
| 57 | + |
| 58 | +* DEFAULT |
| 59 | +* FILE |
| 60 | +* MIGRATION |
| 61 | + |
| 62 | +### DEFAULT |
| 63 | + |
| 64 | +As per the name, this is the Store File Tracking implementation used by default when no explicit |
| 65 | +configuration has been defined. The DEFAULT tracker implements the standard approach using temporary |
| 66 | +directories and renames. This is how all previous (implicit) implementation that HBase used to track store files. |
| 67 | + |
| 68 | +### FILE |
| 69 | + |
| 70 | +A file tracker implementation that creates new files straight in the store directory, avoiding the |
| 71 | +need for rename operations. It keeps a list of committed hfiles in memory, backed by meta files, in |
| 72 | +each store directory. Whenever a new hfile is committed, the list of _tracked files_ in the given |
| 73 | +store is updated and a new meta file is written with this list contents, discarding the previous |
| 74 | +meta file now containing an out dated list. |
| 75 | + |
| 76 | +### MIGRATION |
| 77 | + |
| 78 | +A special implementation to be used when swapping between Store File Tracking implementations on |
| 79 | +pre-existing tables that already contain data, and therefore, files being tracked under an specific |
| 80 | +logic. |
| 81 | + |
| 82 | +== Usage |
| 83 | + |
| 84 | +For fresh deployments that don't yet contain any user data, *FILE* implementation can be just set as |
| 85 | +value for *hbase.store.file-tracker.impl* property in global *hbase-site.xml* configuration, prior |
| 86 | +to the first hbase start. Omitting this property sets the *DEFAULT* implementation. |
| 87 | + |
| 88 | +For clusters with data that are upgraded to a version of HBase containing the store file tracking |
| 89 | +feature, the Store File Tracking implementation can only be changed with the *MIGRATION* |
| 90 | +implementation, so that the _new tracker_ can safely build its list of tracked files based on the |
| 91 | +list of the _current tracker_. |
| 92 | + |
| 93 | +NOTE: MIGRATION tracker should NOT be set at global configuration. To use it, follow below section |
| 94 | +about setting Store File Tacking at Table or Column Family configuration. |
| 95 | + |
| 96 | + |
| 97 | +### Configuring for Table or Column Family |
| 98 | + |
| 99 | +Setting Store File Tracking configuration globally may not always be possible or desired, for example, |
| 100 | +in the case of upgraded clusters with pre-existing user data. |
| 101 | +Store File Tracking can be set at Table or Column Family level configuration. |
| 102 | +For example, to specify *FILE* implementation in the table configuration at table creation time, |
| 103 | +the following should be applied: |
| 104 | + |
| 105 | +---- |
| 106 | +create 'my-table', 'f1', 'f2', {CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'}} |
| 107 | +---- |
| 108 | + |
| 109 | +To define *FILE* for an specific Column Family: |
| 110 | + |
| 111 | +---- |
| 112 | +create 'my-table', {NAME=> '1', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'}} |
| 113 | +---- |
| 114 | + |
| 115 | +### Switching trackers at Table or Column Family |
| 116 | + |
| 117 | +A very common scenario is to set Store File Tracking on pre-existing HBase deployments that have |
| 118 | +been upgraded to a version that supports this feature. To apply the FILE tracker, tables effectively |
| 119 | +need to be migrated from the DEFAULT tracker to the FILE tracker. As explained previously, such |
| 120 | +process requires the usage of the special MIGRATION tracker implementation, which can only be |
| 121 | +specified at table or Column Family level. |
| 122 | + |
| 123 | +For example, to switch _tracker_ from *DEFAULT* to *FILE* in a table configuration: |
| 124 | + |
| 125 | +---- |
| 126 | +alter 'my-table', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'MIGRATION', |
| 127 | +'hbase.store.file-tracker.migration.src.impl' => 'DEFAULT', |
| 128 | +'hbase.store.file-tracker.migration.dst.impl' => 'FILE'} |
| 129 | +---- |
| 130 | + |
| 131 | +To apply similar switch at column family level configuration: |
| 132 | + |
| 133 | +---- |
| 134 | +alter 'my-table', {NAME => 'f1', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'MIGRATION', |
| 135 | +'hbase.store.file-tracker.migration.src.impl' => 'DEFAULT', |
| 136 | +'hbase.store.file-tracker.migration.dst.impl' => 'FILE'}} |
| 137 | +---- |
| 138 | + |
| 139 | +Once all table regions have been onlined again, don't forget to disable MIGRATION, by now setting |
| 140 | +*hbase.store.file-tracker.migration.dst.impl* value as the *hbase.store.file-tracker.impl*. In the above |
| 141 | +example, that would be as follows: |
| 142 | + |
| 143 | +---- |
| 144 | +alter 'my-table', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'} |
| 145 | +---- |
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