官方说法，来自https://www.elastic.co/guide/en/elasticsearch/reference/2.2/index-modules.html#_static_index_settings：
index.codecThe default value compresses stored data with LZ4 compression, but this can be set tobest_compression which uses DEFLATE for a higher compression ratio, at the expense of slower stored fields performance.
注意：2.1以下都是实验特性！2.2+才稳定！
Now you can also enable better compression on the cold nodes by setting index.codec: best_compression in theirconfig/elasticsearch.yml file in order to be able to archive more data with the same amount of disk space.
摘自：https://www.elastic.co/blog/store-compression-in-lucene-and-elasticsearch
下面的数据摘自：https://www.elastic.co/blog/elasticsearch-storage-the-true-story-2.0
The test methodology hasn’t changed so you can check out the old blog post or the README in the Github repo for the details.
| Test |
String fields |
_all |
index size /w LZ4 |
index size /w DEFLATE |
expansion ratio /w LZ4 |
expansion ratio /w DEFLATE |
Impact of DEFLATE |
| Structured data file. Original file size: 67644119 |
|
|
|
|
|
|
|
| 1 |
analyzed and not_analyzed |
enabled |
63047579 |
53131592 |
0.932 |
0.785 |
-0.157 |
| 2 |
analyzed and not_analyzed |
disabled |
48271433 |
38327106 |
0.713 |
0.566 |
-0.206 |
| 3 |
not_analyzed |
disabled |
38920800 |
29014796 |
0.575 |
0.428 |
-0.254 |
| 3b |
not_analyzed, except for 'message' field which is retained and analyzed |
disabled |
65382872 |
49532858 |
0.966 |
0.732 |
-0.242 |
| 4 |
not_analyzed, except for 'agent' field which is analyzed |
disabled |
43083702 |
32063602 |
0.636 |
0.474 |
-0.255 |
Semi-structured data file.
Original file size: 75037027
|
|
|
|
|
|
|
|
| 1 |
analyzed and not_analyzed |
enabled |
100478376 |
82132782 |
1.339 |
1.094 |
-0.182 |
| 2 |
analyzed and not_analyzed |
disabled |
75238480 |
56911638 |
1.002 |
0.758 |
-0.243 |
| 3 |
not_analyzed |
disabled |
71866672 |
53553561 |
0.957 |
0.713 |
-0.254 |
| 3b |
not_analyzed, except for 'message' field which is retained and analyzed |
disabled |
104638750 |
83824398 |
1.394 |
1.117 |
-0.198 |
| 4 |
not_analyzed, except for 'agent' field which is analyzed |
disabled |
72925624 |
54603882 |
0.971 |
0.727 |
-0.251 |
With the standard LZ4-based compression, the indexed data size to raw data size ratio ranged from 0.575 to 1.394. After enabling DEFLATE-based compression using the best_compression index.codec option, the indexed data size to raw data size ratio range came down to 0.429 to 1.117. Enabling the best_compression option resulted in a 15.7% to 25.6% reduction in indexed data size depending on the test parameters.
As you can see, the ratio of index size to raw data size can vary greatly based on your mapping configuration, what fields you decide to create/retain, and the characteristics of the data set itself. We encourage you to run similar tests yourself to determine what the data compression/expansion factor is for your data set and application requirements.
Conclusion
There were many amazing features added to Elasticsearch 2.0 worth considering. As we’ve discussed, two of these new features in particular can reduce the hardware footprint required for an Elasticsearch cluster by 15-25% or more: 1) the addition of a best_compression option and 2) enabling doc_values by default. This allows us to get to compression ratios between 0.429 and 1.117.
本文转自张昺华-sky博客园博客，原文链接：http://www.cnblogs.com/bonelee/p/6269582.html，如需转载请自行联系原作者
