Quickly shuffle parallel corpora

Project description

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

Project details

Release history Release notifications | RSS feed

This version

1.0.1

Jan 4, 2024

1.0.0

Jan 4, 2024

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Algorithm	Hash digest
SHA256	`a68ece7e1070c07532b1e126421ecee13338921d98950acfece07e8887402f24`
MD5	`4b2ab3ee1e5a6d14ae156ff9dfd6b397`
BLAKE2b-256	`2166bd3c1783f96de0bfb86b493bb4e81153db258d31f3938aa3141426facc56`

Hashes for fastshuffle-1.0.1-cp312-cp312-win32.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-win32.whl
Algorithm	Hash digest
SHA256	`aabe28da08383b635344940e50b91ab90a0d53478d6bfd48eb55c61ef2f2486b`
MD5	`6b5526a42286e27c7d5a3c28547f8021`
BLAKE2b-256	`68e07ba6b73e330199404c9b68e5eb56cfe4a9fd557c4585f958655e9e72dc1b`

Hashes for fastshuffle-1.0.1-cp312-cp312-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`78a73587561e811c8a91117a70d0f9aa3efb285b12b9e29384a7d259c1294620`
MD5	`ad63ca9215da74ca5aa78b14e31e0ec6`
BLAKE2b-256	`e38bc6877cdebdcf98803c96c1c573f21536ad3283b19338e842544e77f6a4ec`

Hashes for fastshuffle-1.0.1-cp312-cp312-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`bc809a6b97737ff611b78fdb3dd699afb5d7043567b5a5e0d9f25063626372a6`
MD5	`f54b78d96d9eeabea851093dab671c5c`
BLAKE2b-256	`5f7e1a454970f57b0253c1ce80a2dc15a9b4834417daa0fe5381d26ab95d3490`

Hashes for fastshuffle-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`9c0ead4c93ca234b0f0098130471dd4ebb55c5eb851586d0db50d972ce5ae52b`
MD5	`e8ed9574b1d670cca4cafa1901c95b65`
BLAKE2b-256	`458b9f6c56ceeb01aba4731555fe89a814f7930cb0e0b8974d819d8a9717e838`

Hashes for fastshuffle-1.0.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`b0399cc42fdac080e8338d7839536cf56d365c1f13cd93bb788718c79affee89`
MD5	`37d6bb36411f290099ff963eb1045824`
BLAKE2b-256	`1f22930c74808da5ad5013581f154c5eb8f4c90056a92a3f5faaf598d62b49f3`

Hashes for fastshuffle-1.0.1-cp312-cp312-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`5302885cd3b3fec18ee11f5d1358832614bce9f1ed43fb09d754a3c3c9f954e2`
MD5	`103f89874b3849b911fd886bc21ad8ce`
BLAKE2b-256	`a798e430c46936fca6047c59122d831ac6e25d5b3d3edbd06eac49d8cb5f4ff9`

Hashes for fastshuffle-1.0.1-cp311-cp311-win_amd64.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`f2e8595c42bbcc485309fa0b5e2f46427cd539de7ebbef35c25f69723efcf998`
MD5	`7c29d662cf28c48c4428acb6e2a0b6ce`
BLAKE2b-256	`8cfa1e41f39a8e22ef04e991d1bd884fc5a08ea9c3bb93f9e94602dd38481bc8`

Hashes for fastshuffle-1.0.1-cp311-cp311-win32.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`75a56ef9504f7404998450ae4ffdd25ef42a2778bbfd39bfe657f088796765cd`
MD5	`42f5c47806c97f3a41b27ea13cfed127`
BLAKE2b-256	`855f80dc87dac60ac996fd40563dda88f0829d6a4d996f3028c8877dfc88285c`

Hashes for fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`211ca9f3e0124f6fd3d2c5d58635eb45971603870ac6fbb206b60f185630e3cd`
MD5	`d5338a1a25056313610a4c52283f676a`
BLAKE2b-256	`2ed690d4c5e1929cbfb077d4a54a2afcd8232107e0f1e81bc59c74b237309e08`

Hashes for fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`9eb9687eddfa9a051fd60178fc91b2ae28fa5fe15bfa623514b982e8f65c0cee`
MD5	`bfd236028dc30d63c1b0186720aec96b`
BLAKE2b-256	`09f786f77ac7b3c5d45ac25e02ce9c75efd6e760ff35300a70f44380a1936e3c`

Hashes for fastshuffle-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`187fbe21a645ce2fad17de57d0fecd462e2258f1fe97e3f0f5f175dbbd0f1df9`
MD5	`080be67b19a7ec4440fc39dff43e0aa8`
BLAKE2b-256	`cff9f45f5d0fbd9a91bae11f11841c2a83615c0b2a2d058ae774dd6a38fe5e30`

Hashes for fastshuffle-1.0.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`2dd3d21270bc62ec37ac2d6402ec9276dd883c88ebef3d848850b6657e5e9dc8`
MD5	`3dab39550649497df8c402184ca21f26`
BLAKE2b-256	`1ed8f58964ad014f03f159a9226348975dea30daa757b5987b5135d00fc1aee5`

Hashes for fastshuffle-1.0.1-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`e9c4e3c16b9b695be46d5c6b2ec21da0ec7c040075ec5b4415eeadf11c09f91e`
MD5	`d57d10f9b4245ef471155326204a9255`
BLAKE2b-256	`0537aa40cdecc3cc3b668e276a0b055e51d5d810345056912eda79236f38928b`

Hashes for fastshuffle-1.0.1-cp310-cp310-win_amd64.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`0fcdc50d86a6b9b3ba3c31e5f95160ef85840fac0a812e4cae4d307169b23232`
MD5	`40c335cdcfec47e89fac3871a4b2bff7`
BLAKE2b-256	`5232b639efaac9776f3aa8c0d0f5cb590f4a48a69c2bc270e12c24983788f685`

Hashes for fastshuffle-1.0.1-cp310-cp310-win32.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`8066edc2f8f3d1c76abb0abefdb5f6fd6e4db7483d233a450daec7ed238cf30c`
MD5	`a7d0d44dddcdcbe6ebd33a4affc9e94f`
BLAKE2b-256	`8c7e78312ba3165f00b4bd2360a03a0ed6720c5d08f35c37f59b64f93d36bd22`

Hashes for fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`cb03c29c1e2fb4bde56009eeefdd5d121697f7cd08b3ebad491c08f31964575a`
MD5	`10f0e69576f7ec0c49e6fbfb5d309c17`
BLAKE2b-256	`a7f64441c19f4c3efa6893bb0ad6442e5e6f52a53c37cd21c77447b1c7082b43`

Hashes for fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`93e98cd629b851c94c7a3e21db86b45e3e177efd3c583db20be53bd9da9f939f`
MD5	`bc463616cb61903150651bd18ed8ace3`
BLAKE2b-256	`e5fbdfd2ad6d33bb2ec6ac139ecde3920c69633108aff76726e2b6ff8f639364`

Hashes for fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`dbe6b868286b4c6d60651e0ae82889140f06e8f9ca0d6239886e744f36af96e9`
MD5	`5424bab0c671c5066b5ea0e42755a0ed`
BLAKE2b-256	`ee7420e8cea7480483c28027e4df0c302770357723f944175f4c5ce3bee76457`

Hashes for fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`89e84ef14beeafddefb9a3c6f1084216feb0ff796496e08482fbe1ed4db50c0f`
MD5	`7f97e6f5dc8da18278f9aa2e06aa9ec9`
BLAKE2b-256	`58182a70a6cfffd2633c4b85d6ef7f7178243feab001d9332885e7e8729a1af8`

Hashes for fastshuffle-1.0.1-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`e7c0e75cb0c08a6d2e6842d7a4b141aefc3d1a40ff00a90dbc0798a3451ba3b7`
MD5	`967ec08576a25f7e1ffac7aecf9cdc0e`
BLAKE2b-256	`d576de71e7b4a57006143f79a71ce79271398260207f88d761120f8c0c54aff8`

Hashes for fastshuffle-1.0.1-cp39-cp39-win_amd64.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`cad72a7728a6d59f004028011b162a635a29ba837b845764a6c8fc81686773c1`
MD5	`1211d92fa00d5e509adaf10c984df0e7`
BLAKE2b-256	`3e9446cf5bddbf535fb8549ad8dceee1059802d3729be66fb226cb766fa10e68`

Hashes for fastshuffle-1.0.1-cp39-cp39-win32.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`a8f14dd80f9ae1ddd0d10fc6ddf0a69b7ab51d743da3533e5720c1b25a7bb7a8`
MD5	`e6092687ffc4aa51b59dcca70b75eef9`
BLAKE2b-256	`e1c1dbc3f9176f25f83c7fcde659dda7857fa9a3ba1adda3e018fcf297db11e5`

Hashes for fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`3298ca1c5151151319f43be4202a18579d7a8f27525a01cc5b9fd7b0f777fca6`
MD5	`bffd495522c88e6caf804646f8789dda`
BLAKE2b-256	`6750b6c380f2d000fb0c201133d4778184838d582ac646b41f71149bb075d6f3`

Hashes for fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`be82c30e2640235514dfabb54a115d40a8e11fab3efa4152ec03f602784d4db5`
MD5	`aefc3b1e44e4818e3e83cd88980fc418`
BLAKE2b-256	`d45820596216b768ed4386d6c3f1376423ca21cdd15f34e5f2e5b65d23bc5a82`

Hashes for fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`c6e0ccd11797514c0f65a0e4bc0278b83749eff5029c7e4d19ac77f4bcbff344`
MD5	`be0701d05e5233805f3679e41d6a9ad8`
BLAKE2b-256	`4bbbcdbb816d33c6d9492ecd477d844d4793456595702bf4313f5ecf308936e2`

Hashes for fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`8ab4c30c73d26b53cd2764b784f993440dd404f60a0b4f0374581fda7f5668ad`
MD5	`c3db58c947d053b9b29842189cb3ad22`
BLAKE2b-256	`1838f4e63b68ad3e18af566dbf299e884bc40812ccff11b1ec4f0296a991c6b7`

Hashes for fastshuffle-1.0.1-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`0df938a4721409a954097af1bc40c001b7bb4a8aabfeed09543d854d78bbfca4`
MD5	`1c52709c4155a98649b361a3aec8cc00`
BLAKE2b-256	`b9499fa28a48c5f2e2f63f9f63d0257d01326ddbaf7489e93bd7f4ffcd1b446d`

Hashes for fastshuffle-1.0.1-cp38-cp38-win_amd64.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
SHA256	`ee633e5acff94813a78f7de8719ab859f1a1c666ae07e6e840ec0d1896787405`
MD5	`bb8d04a3a9a2852f32111b89c2bfd648`
BLAKE2b-256	`68ba533fe62ff656f7ccafecf134bf5bd4957537282820e796e9b95247467f2e`

Hashes for fastshuffle-1.0.1-cp38-cp38-win32.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`a38f2d711d35bc6d551bb426bb1ea6fbe3d4af660dc57fdc3ce6660799e4540c`
MD5	`f12df3bac88f28bca5c2c2a2f7c3cc7a`
BLAKE2b-256	`176ab2cfbe997eb85171c3ab956902b7423b000083e1092f323fa8f7ad4c19cf`

Hashes for fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`d8100abaa70359e38b9752eecc43ac2e5f7139615e3e6c971c04748298f0f621`
MD5	`1bf390bfd0e0895c56963c3d5f6df76d`
BLAKE2b-256	`a4f0def1f821137e609526e0fdded54e8295c37310ccb456b92b459ba2802eb5`

Hashes for fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`3ab33d112da0692727a728150a7618e7db653c5fd0d14c6c2edf2d7f0a98303d`
MD5	`054eddcf9d8312565bdf01adf13e0ac1`
BLAKE2b-256	`e9623af034f0e59974e32e5e56624c661683d016a843412489157396af3b540c`

Hashes for fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`4d09e4a52427c9235c12c43bf91d83e3cc13e79a45eeecd92e2af5f597440f44`
MD5	`f28f9368feb8c4a45d9bacce94770dd4`
BLAKE2b-256	`c4565a1189c124df9e54e1d68b309c1d68e8897c35a9b5371a7743ada0dce544`

Hashes for fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`df1295724418b6dc52f7873d28d1bb3e05f947a8922512ee7961d72eefd94f88`
MD5	`e26e2183a73a1f1e2cf6bb07c63a212d`
BLAKE2b-256	`39a44dc2ea46772bee10362931dd9016ea61edd6c90151ffdbc150d06a7afe15`

Hashes for fastshuffle-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`388b2bae0febdbe5dbb2e9463e204bada82b0e61cd6e78460247b6b2aee88077`
MD5	`0b972a142b771b27936a9b86d788ea45`
BLAKE2b-256	`ed384f24ef573944be0832952922500b6a0806274d0b8ab38da7cf038a5931a6`

Hashes for fastshuffle-1.0.1-cp37-cp37m-win_amd64.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`93844437b7d18d03febe2c3fecf122fa10966e0d0980f64a27529751d91b4bee`
MD5	`64f73f3aa8d7dea8c602bacac31a0a99`
BLAKE2b-256	`de44f9be94bff40664c96a60de6c8de21582b657bbc3796faa7bda9ec8e5db7d`

Hashes for fastshuffle-1.0.1-cp37-cp37m-win32.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`8e1532970b70d1c3ef5e97d4306cef54bba1fe71bea96d91d3f1b36a6320d489`
MD5	`abc52ff592e1c98be49c198e80cbc0ef`
BLAKE2b-256	`383c54bc43624b54712b94c33726617703511f34f2de187b85495f47f0a46b9b`

Hashes for fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`f39b38c467f7c784d64827f56eaa17b8eb06b1f015009701253f57a3718aaa8f`
MD5	`473479f1f77e5a003db076af30c0a12a`
BLAKE2b-256	`27e84e1400fc93b7e617a1b2acd20fda304b643dbea40f23a578d45c937de58d`

Hashes for fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`63cbaf9de9ee619147540f125dd3da3becd8e3d262ce5ba5cd7e82b1f98937cc`
MD5	`ad6782e37b3117f3c097e27a19f4b8ba`
BLAKE2b-256	`0f805ec052534ac2336cd66a196081ab92e0eacb997e0074b242ce7e9e9228b4`

Hashes for fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`484958dcb12523d7e7c647d371b43662f72f176bf9c4dbd2cb7ae7f389137d1a`
MD5	`fe89ca31d5080b9982623988e22e2f38`
BLAKE2b-256	`30a8af0a3d3eebcc81ddf07e8044bc90a331b138793042b826390c419e0cd3ef`

Hashes for fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`9343b22a5483276dac617f384a6a56b48446761e74502e30026f80f0e6ceb72e`
MD5	`760f550019475ca5fcbcb0dcef66f408`
BLAKE2b-256	`9395c6849572b015327c5c9ce025fbde058ef08479c1c4101cd6cafcaee7075c`

Hashes for fastshuffle-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for fastshuffle-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`f682f4fbc283fc04d25de8123851bf0b851f52bc9ee089a874babe8ba55b9c30`
MD5	`a2e158f53b11be901e4320607e7d807a`
BLAKE2b-256	`a4f64ad97580da9b1b00a6715cd2a95c55c3221ace4582c8342eac5df45282de`