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FastShuffle

A memory efficient Python module to quickly shuffle parallel text corpora. The main advantage is that it never loads the entire dataset in memory, using memory-mapped file offsets instead.

Installation

pip install fastshuffle

Usage

from fastshuffle import file_shuffle

src, tgt = file_shuffle("source.txt", "target.txt")
print(src, tgt)
# source.txt.shuffled target.txt.shuffled

You can also simultaneously sample/isolate a certain number of sentences from the dataset (which are then removed from the shuffled result)

from fastshuffle import file_shuffle_sample

src, tgt, src_sample, tgt_sample = file_shuffle("source.txt", "target.txt", 5) # Sample 5 sentences
print(src, tgt, src_sample, tgt_sample)
# source.txt.shuffled target.txt.shuffled source.txt.shuffled.sample target.txt.shuffled.sample

Notes

Source and target must have the same number of lines. No validation checks are made.

Build

git clone https://github.com/LibreTranslate/FastShuffle
cd FastShuffle
python setup.py build

Standalone Binary

You can also use fastshuffle as a standalone Windows, macOS or Linux application (but you currently need to build from source, we don't provide binaries).

mkdir build
cd build && cmake .. && make -j4
./shuffle source.txt target.txt

Contributing

We welcome pull requests!

License

AGPLv3

Metadata

Release files for fastshuffle 1.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for fastshuffle 1.0.1
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fastshuffle-1.0.1.tar.gz 344.4 kB Without provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for fastshuffle 1.0.1
File
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fastshuffle-1.0.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-64 Details
fastshuffle-1.0.1-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-32 Details
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fastshuffle-1.0.1-pp39-pypy39_pp73-win_amd64.whl PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details
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fastshuffle-1.0.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-32 Details
fastshuffle-1.0.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details
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fastshuffle-1.0.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-64 Details
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fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details
fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
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fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details
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fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Details
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