How to compress golang

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Release: 2023-05-22 13:15:38
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Compressing data is a common task for golang programmers. This data can be files, data in network transmission, or simple strings. Whatever the case, golang provides many ways to compress data. In this article, we will introduce some commonly used compression algorithms in golang and how to use them to compress data.

  1. zlib

zlib is one of the most commonly used compression libraries in golang. Not only can it compress data, it can also decompress already compressed data. The zlib library is suitable for data, files and other data that need to be compressed during network transmission. The following are the steps to use zlib to compress data:

  1. Import the zlib package
import "compress/zlib"
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  1. Create a Writer object for compressing data:
writer := zlib.NewWriter(compressedData)
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The compressedData here is a byte type array used to store compressed data.

  1. Write data into the Writer object:
writer.Write(data)
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The data here is an array of byte type and needs to be compressed.

  1. End the write operation.
writer.Close()
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  1. The program automatically writes the compressed data into the compressedData array, which can be stored or further operated.
  1. gzip

gzip is very similar to zlib and is another commonly used compression algorithm in golang. It can also be used to compress files and data during network transmission. The following is an example of using gzip to compress data:

  1. Import gzip package
import "compress/gzip"
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  1. Create a Writer object for compressing data:
writer := gzip.NewWriter(compressedData)
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The compressedData here is a byte type array used to store compressed data.

  1. Write data into the Writer object:
writer.Write(data)
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The data here is an array of byte type and needs to be compressed.

  1. End the write operation.
writer.Close()
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  1. The program automatically writes the compressed data into the compressedData array, which can be stored or further operated.
  1. lzw

lzw is an algorithm used to compress data. It is a lossless compression algorithm. The lzw algorithm is also supported in golang and is very simple to use. The following is an example of using lzw to compress data:

  1. Import lzw package
import "compress/lzw"
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  1. Create a Writer object for compressing data:
writer := lzw.NewWriter(compressedData, lzw.MSB, 8)
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The compressedData here is a byte type array used to store compressed data.

The second parameter MSB indicates the bit order of the compressed data, here the highest bit comes first.

The third parameter 8 represents the compression level and must be an integer between 1 and 8. Higher values ​​result in better compression, but at a slower rate.

  1. Write data into the Writer object:
writer.Write(data)
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The data here is an array of byte type and needs to be compressed.

  1. End the write operation.
writer.Close()
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  1. The program automatically writes the compressed data into the compressedData array, which can be stored or further operated.

Summary

The above are the three compression algorithms commonly used in golang. Each algorithm has its own characteristics and usage scenarios. When choosing which algorithm to use, you need to make trade-offs based on actual needs. In actual development, we often need to store data in a database or file system, and ensure the security and reliability of the data. Compressing data can save storage space and speed up data transmission. It can also increase data security and prevent data leakage. However, before compressing data, we need to understand the details and limitations of various compression algorithms in order to use them correctly.

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