SQL Server SP2 brings us the vardecimal feature, when a new storage format--vardecimal was introduced for decimail and numeric data types. The vardecimal storage format allows storage of the decimal and numeric data types as a variable-length column. This feature allows the originally fixed-length decimal data to be stored in a variable-length format in the
How to Use the zlib module for Data Compression in Python
This article describes how to use the zlib module to compress data in Python. It is a basic knowledge of getting started with Python. For more information, see
In the Python standard module, multiple modules are used for data
Label:http://liuxin1982.blog.chinaunix.net/uid-24485075-id-3523032.html Compression Concept By increasing CPU utilization and cost savings, the database capacity and I/O load are reduced, resulting in a significant increase in data throughput rates. Compression principle A compressed table reduces the size of the database on disk, allowing users to access
In the new version, data compression mainly has the following improvements, this article will detail the data block compression improvement.
Conversion of thick LUN to thin LUN when block compression is enabled
Shows the capacity saved by
SQL Server SP2 brings us the vardecimal feature, which allows the originally fixed-length decimal data to be stored in a variable-length format in the data file, which is said to save 30% of the space for a typical data warehouse, while SQL Server 2008 On this basis, the data compr
(written in front) said yesterday to write a machine learning book, then write one today. This book is mainly used for beginners, very basic, suitable for sophomore, junior to see the children, of course, if you are a senior or a senior senior not seen machine learning is also applicable. Whether it's studying intelligence or doing other things, machine learning is a must. You see GFW all use machine study,
The new version of data compression mainly has the following improvements, this article will detail the display capacity and compression of the improvement of rice.
Conversion of thick LUN to thin LUN when block compression is enabled
Shows the capacity saved by co
. And put this number in the file. Discard the list after the compression is complete. such as the "print" string, if you use 266 for compression, as long as it appears again, all with 266, and the "print" string into the string table, the image decoding when the number 266, you can find out from the list 266 represented by the string "print", in the decompression, The string table can be regenerated from c
Hive Data Compression
This paper introduces the comparison results of the data compression scheme of hive in Hadoop system and the specific compression method. A comparison of compression schemesWith regard to the selection of
Label:Data compression is introduced in SQL Server 2008, allowing data compression to be performed in tables, indexes, and partitions. This will not only save disk space, but also allow more data pages to be loaded into memory, reducing disk IO and improving query performance. Of course, there are pros and cons, and af
1. Introduction1 What is data compression?Data compression reduces the amount of data sent or stored by partially eliminating the inherent redundancy in the data.Data compression improves the efficiency of
In the Python standard module, there are several modules for data compression and decompression, such as Zipfile,gzip, bz2, and so on. Last introduced the ZipFile module, today to talk about the Zlib module.
zlib.compress (string[, Level])Zlib.decompress (string[, wbits[, bufsize])
The zlib.compress is used to compress stream data. The parameter string specifie
1. The data analysis (Douban) book is quite simple. The basic content is involved, and it is clear. Finally, we talked about R as a plus.Difficulty level: very easy.2. Beer and diapers (Douban) are the most typical cases.Difficulty level: very easy.3. The beauty of data (Douban) An introductory book, each chapter solve
There are two main advantages of file compression, one is to reduce the space for storing files, and the other is to speed up data transmission. In the context of Hadoop big data, these two points are especially important, so I'm going to look at the file compression of Hadoop.There are many
What is entropy?
Data Compression not only originated from the Information Theory pioneered by clude Shannon in 1940s, but also its basic principle is how small the information can be compressed. So far, it still follows a theorem in information theory, this theorem uses the term "Entropy" (Entropy) in Thermodynamic to indicate the actual amount of information to be encoded in a piece of information:
Consid
with a number. This number is related to the position of the string in the string table, and save the number to the compressed file. If the string appears again, it can be replaced by a number that represents it and stored in the file. After compression, the string table is discarded. For example, for a "print" string, if it is expressed as 266 during compression, as long as it appears again, it is express
Label:Recently made a project about data compression, to change all the table objects under the entire SQL Server server to page compression. So take this opportunity to learn about SQL Server compression technology. This article is almost a complete instruction manual. https://technet.microsoft.com/en-us/library/dd894
In Python, the zlib module is used for data compression.
In the Python standard module, multiple modules are used for data compression and decompression, such as zipfile, gzip, and bz2. I introduced the zipfile module last time. Today I will talk about the zlib module.Zlib. compress (string [, level])Zlib. decompress (
about the the selection of compression formats for Hadoop HDFS files, which we tested with a number of real track data, came to the following conclusion:
1. system's default compression encoding method Defaultcodec is better than GZIP compression coding in terms of compressi
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