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)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| fastshuffle-1.0.1.tar.gz | 344.4 kB | Without provenance | Details |
Built distributions (wheels)
Total release size: 11.6 MB
Release files / fastshuffle-1.0.1.tar.gz
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Release files / fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_x86_64.whl
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Release files / fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_i686.whl
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Release files / fastshuffle-1.0.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / fastshuffle-1.0.1-cp311-cp311-macosx_10_9_x86_64.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-win_amd64.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-win32.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_x86_64.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_i686.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / fastshuffle-1.0.1-cp310-cp310-macosx_10_9_x86_64.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-win_amd64.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-win32.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_x86_64.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_i686.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / fastshuffle-1.0.1-cp39-cp39-macosx_10_9_x86_64.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-win_amd64.whl
| Download URL | fastshuffle-1.0.1-cp38-cp38-win_amd64.whl |
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Release files / fastshuffle-1.0.1-cp38-cp38-win32.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_x86_64.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_i686.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / fastshuffle-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | fastshuffle-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl |
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Release files / fastshuffle-1.0.1-cp37-cp37m-win_amd64.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-win_amd64.whl |
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Release files / fastshuffle-1.0.1-cp37-cp37m-win32.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-win32.whl |
|---|---|
| Size | 64.7 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
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Release files / fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 612.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 |
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twine/4.0.2 CPython/3.11.7
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Release files / fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl |
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| Size | 670.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 |
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Release files / fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 87.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
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twine/4.0.2 CPython/3.11.7
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Release files / fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 93.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 |
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Release files / fastshuffle-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | fastshuffle-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl |
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| Size | 63.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
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Security for fastshuffle 1.0.1
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