Remove duplicates from parallel corpora
Project description
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 only made on the source content. If you want to check for duplicates on the target, simply switch the order of the parameters.
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
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
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SHA256 | fe8461e15e9dbd0dda670852d184451a94a40562aea679b48b625d47ceb4f07b |
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MD5 | faacaf441053bd71e63a031e130b2f93 |
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BLAKE2b-256 | 5d57b73f496e9805546ead8605a01a939e8c1eec863faa3ff5358780f54d0e58 |
Hashes for removedup-1.0.6-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7bf321f004484d4ceb028e81b09dfb70ea17d023b73d003a2f911451c0c9cb6d |
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MD5 | 65a8d58516f418c3ff4a17cac9200c03 |
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BLAKE2b-256 | 36429d8245adc0b2476e2d82a720d2ed153c537d94986caafb086e5728446db3 |
Hashes for removedup-1.0.6-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2428c25c31218e4e3df83c097bd0290a28125e7f2d3b9d58a1dc89a56a5f7781 |
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MD5 | fc0594ae3a8f39ded2ff8490ecbf9af3 |
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BLAKE2b-256 | 8f6fa6e1e9443d136cb5b41081cbcbefc9af633d9ea66c65ec06fa4ca1c74ee2 |
Hashes for removedup-1.0.6-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | efe9e7ba7643e171a6a89e0e61e4aaec942cb1a8b60ed461e3ab459e9a6f917d |
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MD5 | 62945af3586d45a107bbc6104e4c8fa9 |
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BLAKE2b-256 | ebeae94b60f852779bb2d14224c3d80a7012f10913c3adc47287fb20c38b9d1d |
Hashes for removedup-1.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 20beb0bb3bf8d2b9cfb1fd2035220bb518d8316ebfa4754b99c1ac21482d5e28 |
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MD5 | 59c3ac4b698c99e68c949945097c80a7 |
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BLAKE2b-256 | bb256e9a7892511a2e8442475b037508e4b4632b13be98071528ff5464201185 |
Hashes for removedup-1.0.6-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a8fd7b88c0c1c09dc755e78e53b33288fb7d79ff2c4e3c2a849e9680004abcd2 |
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MD5 | b3180d512fd84dfa794726ade4819689 |
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BLAKE2b-256 | c341be97b749fb45d80536c1aef6e921648fbc7993205a6700ab86e60de4bcb6 |
Hashes for removedup-1.0.6-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a46d2443ac40244ab351e518b658e729ae387770958219869560aa83b879a932 |
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MD5 | af6d8aed74fb40cce1c5f2a83c7581b9 |
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BLAKE2b-256 | ce8cdb5cc0a7c748d6bd898d6b42497dd65ebe282f2e86d9998c68b0ed82babc |
Hashes for removedup-1.0.6-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1d8e7ba64054833039c7fd4a7635de7140ec1b8617f06d064d6e74c2a29bb36c |
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MD5 | 571334581a12bc635ab8d13e81d2b359 |
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BLAKE2b-256 | 41b5e66a5995dc76bafceeec2248abce7cc76d578a052baca153709dc3701a2d |
Hashes for removedup-1.0.6-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 276ff73ec719819f1869a4585f00bd0b00397229fa0d7e0efc8eee1b8a9eb669 |
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MD5 | b2ef3e6f69957e55358dbf042189d3b0 |
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BLAKE2b-256 | abae209f10c5d2d4a9e4559c75fed280190ae12c8d9d30ca616fdaeb8a535c72 |
Hashes for removedup-1.0.6-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ca1a2e652799799ec7e8451b3d38f8cc7d3c7a397a9af31e51f7532f85ed9c6f |
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MD5 | 4d7d945523cdef3c7590d90ad82d591a |
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BLAKE2b-256 | fc09df08aaae9766ef871c67fc70d3b4695089416901939b1bcb620bc18cdac1 |
Hashes for removedup-1.0.6-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 790f3cfb304c945fd5a60263b98db2772c27b3ea3cfd5914e3ea38b9811c6b49 |
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MD5 | d7d1e05a11762e8cdaf2e167f908e045 |
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BLAKE2b-256 | 39b84382f8dcfb1c44bb5b5aca1f91880818ced3dcf8d3692a3504ab8adde1c2 |
Hashes for removedup-1.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ea12bda431a6dce24abd4173bcd4e72df783ca39db9a5bad3b69755fe69891b |
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MD5 | 802ed1066f394a1f3f6fb7d7c3af3703 |
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BLAKE2b-256 | 4a745971930181341fb115c4aafdc00c2d0bdf0e6402635f21c3e3453480d1d9 |
Hashes for removedup-1.0.6-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b704055dbb6f0dd1074ecfae6da578f1aea7e86684f26af7cb81eb2115cebea |
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MD5 | a978512e3ed37512db90f035fc041f01 |
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BLAKE2b-256 | cb855f0110da229d543188e58cb812cf17f5def84658da262106b0b1ffdcef81 |
Hashes for removedup-1.0.6-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9de1414b3dd93dd3b7968eeabaf55b2a3cbf9e175ac3261dd81354bda639fa94 |
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MD5 | 3c9fb17e175f3548a9a8f627efb06e21 |
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BLAKE2b-256 | 40b213811c6a61aa19a1d380cd4bd8c99750469e09743421517bb64a0a2eec67 |