Skip to content

A simple chunker for text data. It is useful for chunking text data into smaller parts for processing.

License

Notifications You must be signed in to change notification settings

jonathanhecl/chunker

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

30 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Chunker

A simple chunker for text data. It is useful for chunking text data into smaller parts for processing.

Features

  • Chunk text data into smaller parts
  • Don't split words in the middle
  • Limit the length of each chunk, and overlap between chunks
  • Clean up the chunks by removing leading and trailing whitespaces
  • Can remove new lines from the chunks
  • It also includes a function to chunk by sentence (ChunkSentences)

Installation

go get github.com/jonathanhecl/chunker

Usage

c := chunker.NewChunker(40, 10, chunker.DefaultSeparators, true, false)
chunks := c.Chunk("This is a test string. It is used to test the chunker. It is a very simple chunker.")

Result

Chunk  1  `This is a test string. It is used to` [ Length 36 ]
Chunk  2  `used to test the chunker. It is a` [ Length 33 ]
Chunk  3  `It is a very simple chunker.` [ Length 28 ]

Benchmark

goos: windows
goarch: amd64
pkg: github.com/jonathanhecl/chunker
cpu: 13th Gen Intel(R) Core(TM) i7-13700K
BenchmarkChunk_Example1KB/input_size_1024(256/32)-24              351300              3121 ns/op
BenchmarkChunk_Example1MB/input_size_1048576(512/64)-24              388           3065229 ns/op
BenchmarkChunk_Example5MB/input_size_5242880(512/64)-24               78          15126105 ns/op
BenchmarkChunk_Example10MB/input_size_10485760(1024/128)-24           37          27304095 ns/op

About

A simple chunker for text data. It is useful for chunking text data into smaller parts for processing.

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages