RemoveDup
A fast, memory efficient Python module to remove duplicates from parallel text corpora.
It's useful for cleaning up datasets that contain duplicate entries for training language models.
Installation
pip install removedup
Usage
from removedup import rdup
src, tgt, removed = rdup("source.txt", "target.txt")
print(src, tgt, removed)
# source.txt.dedup
# target.txt.dedup
# <num lines removed>
Notes
Source and target must have the same number of lines. No validation checks are made.
Duplication checks are made both on the source and target content. E.g. duplication needs to appear on both source and target.
This is a breaking change from versions < 1.1.0.
Build
git clone https://github.com/LibreTranslate/RemoveDup
cd RemoveDup
python setup.py build
Standalone Binary
You can also use removedup 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
./rdup source.txt target.txt
Contributing
We welcome pull requests!
License
AGPLv3
1 maintainer
Metadata
1 maintainer
Release files for removedup 1.1.0
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Source distribution (sdist)
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|---|---|---|---|---|
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Built distributions (wheels)
Total release size: 12.1 MB
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