hadoop file formats and compression

Learn about hadoop file formats and compression, we have the largest and most updated hadoop file formats and compression information on alibabacloud.com

[Hadoop] Common compression formats for use in Hadoop (Spark)

Currently in Hadoop used more than lzo,gzip,snappy,bzip2 these 4 kinds of compression format, the author based on practical experience to introduce the advantages and disadvantages of these 4 compression formats and application scenarios, so that we in practice according to the actual situation to choose different

Application of 4 kinds of common compression formats in Hadoop __hdfs

as the output of a mapreduce job and the input of another mapreduce job. 4 bzip2 Compression Advantages: Support Split, with a high compression rate, than the gzip compression rate is high; Hadoop itself supports, but does not support native, the Linux system with bzip2 command, easy to use. Disadvantage:

Comparison of features of four compression formats in hadoop

not support native; Bzip2 command is provided in Linux for ease of use. Disadvantages: the compression/Decompression speed is slow; Native is not supported. Application Scenario: Suitable for scenarios where the speed requirement is not high, but the compression ratio is high, it can be used as the output format of mapreduce jobs; or the output data is large, after processing, the data needs to be compre

Four types of compression formats for Hadoop

, but does not support native; it is easy to use with BZIP2 commands in Linux systems. Disadvantage: Compression/decompression speed is slow; native is not supported. Application scenario: Suitable for the speed requirements are not high, but need high compression rate, can be used as the output format of the MapReduce job, or the data after the output is larger, the data after processing need to compress t

Hadoop File compression and decompression

A simple test program for hadoop File compression and decompression: Package Org. myorg; import Java. io. *; import Org. apache. hadoop. conf. configuration; import Org. apache. hadoop. io. compress. compressioncodec; import Org. apache.

[Read hadoop source code] [4]-org. apache. hadoop. io. compress Series 3-use Compression

,CompressionCodec.class); 4. is the use of hadoop-0.19.1 to compare a task with three compression methods: Read non-compressed files. The intermediate results are not compressed, and the output results are not compressed. Read the compressed file. The intermediate results are not compressed, and the output results are not compressed. The value of HDFS

Hadoop and HDFS data compression format

also generate more compression for some file types than GZip, but compression and decompression will affect speed to some extent. HBase does not support BZIP2 compression. Snappy usually perform better than LZO. You should run tests to see if you detect a noticeable difference. For MapReduce, if you need the c

Texture compression and texture compression formats

, even the size of the 16bits x texture in the video memory is as high as 2 MB. To speed up rendering and reduce image aliasing, you can use Mipmap to process textures into files composed of a series of pre-computed and Optimized images. Of course, Mipmap requires a certain amount of memory space. Our common image file formats are: BMP: Windows standard image file

Detailed description of hadoop's use of compression in mapreduce

Hadoop's support for compressed files Hadoop supports transparent identification of compression formats, and execution of our mapreduce tasks is transparent. hadoop can automatically decompress the compressed files for us without worrying about them. If the compressed file

Hadoop compression and decompression

Label: style HTTP color Io OS ar Java1 compression Generally, data processed by computers has some redundancy and there is correlation between data, especially between adjacent data. Therefore, data can be stored in special encoding methods different from the original encoding, make the storage space occupied by data relatively small, this process is generally called compression. The concept corresponding t

Compression and decompression methods for common compression formats

file suffix Unzip Command Compress Command . zip (Requires zip) Unzip File.zip Zip File.zip DirName . RAR (Requires RAR) RAR x File.rar RAR a File.rar . Tar (packaged, not compressed) Tar xvf File.tar Tar cvf File.tar DirName . tar.gz,. tgz Tar zxvf File.tar.gz Tar zcvf File.tar.gz DirName . tar.bz2,. tar.bz Tar jxvf File.t

Comparison of compression effects of common compression methods for Hadoop files

Exception { TODO auto-generated Method Stub String inputfile = "Bigfile.txt"; String OutputFolder = "hdfs://192.168.129.35:9000/user/hadoop-user/Codec/"; String outputfile= "bigfile.gz"; Read the configuration of the Hadoop file system Configuration conf = new Configuration (); Conf.set ("Hadoop.job.ugi", "

Hadoop learning notes: Analysis of hadoop File System

calculate the checksum again when the data is transmitted through an unreliable channel, in this way, you can see whether the data is damaged. If the two calculation checksum does not match, you think the data is damaged. However, this technology cannot repair the data and can only detect errors. Common error detection code is CRC-32 (cyclic redundancy check), any size of data input is calculated to get a 32-bit integer checksum. 6. Compress and input parts

Hadoop Learning notes: A brief analysis of Hadoop file system

Algorithm File name extension Multiple files Severability DEFLATE No DEFLATE . Deflate No No Gzip Gzip DEFLATE . gz No No Zip Zip DEFLATE . zip Is Yes, within the scope of the file Bzip2 Bzip2 Bzip2 . bz2 No Is LZO

Hadoop Learning notes: A brief analysis of Hadoop file system

Algorithm File name extension Multiple files Severability DEFLATE No DEFLATE . Deflate No No Gzip Gzip DEFLATE . gz No No Zip Zip DEFLATE . zip Is Yes, within the scope of the file Bzip2 Bzip2 Bzip2 . bz2 No Is LZO

Summary of five commonly used picture formats and whether they have data compression

Summary of five commonly used picture formats and whether they have data compressionDisclaimer: Reference Please specify source http://blog.csdn.net/lg1259156776/Description: This article focuses on the five most common and most commonly used image formats: bmp,png,jpeg,jpeg200, and GIF. The first step before image processing related applications is to be able to read these image files, although many develo

The compression algorithm of Hadoop

compression of common data compression algorithmsThere 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

What are the file formats, common file formats (Chinese-English comparison)

fileDbx:databearn image; Microsoft Visual FoxPro Table FileDct:microsoft Visual FoxPro Database ContainerDcu:delphi Compiling a unit fileDcx:microsoft Visual FoxPro Database container; pcx-based fax image; macroDir:macromediadirector fileDLL: Dynamic Link LibraryDoc:framemaker or framebuilder documents; Word star document, WordPerfect documents, Microsoft:word documents, displaywrite documentsDot:microsoft Word Document TemplateDpl:borland Delph 3 Compressi

In-depth hadoop Research: (7) -- Compression

Reprinted please indicate the source: hadoop in-depth research: (7) -- Compression File compression has two main advantages: one is to reduce the storage space of files, and the other is to speed up data transmission. In the context of hadoop big data, these two points are p

What are the compression formats in LINUX?

This section roughly summarizes the compression and decompression methods for various formats of compressed packages in linux. However, I have not used some of the methods. I hope you can help me with them. I will modify them at any time. thank you! What are the compression formats in LINUX ?. Tar decommission: tarxvfF

Total Pages: 5 1 2 3 4 5 Go to: Go

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.