nanoflann python bindings for kdtree.
Project description
napf
nanoflann wrappers for python and maybe fortran.
python
As nanoflann
offers template classes, separate classes are implemented in napf
for each {datatype, data dimension, distance metric}. All the search functions are equipped with multi-thread execution. Uses numpy.ndarray for data input and output.
Currently, the combinations of following options are supported:
data type
: {double, float, int, long} (corresponds to {np.float64, np.float32, np.int32, np.int64})data dimension
: {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20}distance metric
: {L1, L2} Note that functions return squared distances, when you use the L2 metric.
quick start
install with pip:
pip install --upgrade pip
pip install napf
Note: in case your system requires a dynamic build, you need a c++11 compatible c++ compiler. To make sure a correct compiler is chosen, set export CC=<your-c-compiler> CXX=<your-c++-compiler>
import napf
import numpy as np
data = <data in 2D array>
queries = <query points in 2D array>
kdt = napf.KDT(tree_data=data, metric=1)
indices, distances = kdt.knn_search(
queries=queries,
kneighbors=3,
nthread=4,
)
...
fortran
maybe...
Documentation
This package uses a sphinx
based documentation. An online version of the documentation can be found at napf - documentation.
If you want to build the documentation yourself use the following commands in the package root directory.
pip install -r ./docs/requirements.txt
sphinx-build -W -b html docs/source docs/build -j auto
You will find the documentation in the docs/build folder.
Project details
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MD5 | 5ab093f38622593da331bdb804e7f2bb |
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MD5 | 03ac487cae3dd7c526da2e6e70b9dcbf |
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MD5 | b06886a0ac54e282060509bb8954c00f |
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MD5 | 912ac9d001d054831e281c75d1cf9ec9 |
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MD5 | f61be76e075bdc0278efba3a7bc3466b |
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MD5 | e0b43929bc895d66e5620ebcafa227b9 |
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MD5 | ef05c1ec20e5731fe00db0503bce50de |
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Algorithm | Hash digest | |
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MD5 | 0ed14a5eccfdb4a8bd9dba7bb4e907b2 |
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Algorithm | Hash digest | |
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MD5 | e0f31a5b89a566d110396cba860c3e8b |
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Algorithm | Hash digest | |
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SHA256 | 8bdd35cb7e03bc5a4230440343ad2f3c55119c360e9389333041a5014bea782d |
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MD5 | aafa65f4a9f1f73bfc3a92d7c417a9c8 |
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Algorithm | Hash digest | |
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MD5 | 8b49389e5e46e72c40dd6742dc505478 |
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Algorithm | Hash digest | |
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MD5 | 43e3209b8e16a4cb72eb34cb724738b9 |
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Algorithm | Hash digest | |
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MD5 | cb239a73230572e738d5276dd44f9f52 |
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Algorithm | Hash digest | |
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MD5 | fef8c450a530a19e665d2f71e2955297 |
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Algorithm | Hash digest | |
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MD5 | 88cd7442b71412de3e5a246811388bbe |
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Algorithm | Hash digest | |
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MD5 | f71014869c2c3c9293385366c1234faf |
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Hashes for napf-0.0.7-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
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MD5 | f774eb9fcc9c6bddc86669d58daf55cd |
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BLAKE2b-256 | 1e1a2d818d0766671f9847bfe77dfeb43aaf0df0cf72e3ba2672664d64d7caea |
Hashes for napf-0.0.7-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
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MD5 | 1a22a75419b11872a5ad7598774612cd |
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BLAKE2b-256 | 6fe3223b9e6c025b03b265248e3992dd1da9a54e294ea03b94a85b2a943b6b17 |
Hashes for napf-0.0.7-cp310-cp310-win_arm64.whl
Algorithm | Hash digest | |
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SHA256 | ea2fae8607cc25d57023b5ba30c665e927824906f95be281e25460b579b28dc8 |
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MD5 | 958f01c3973ff28dcef95803c4a28ee0 |
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BLAKE2b-256 | e05124b99c5f7c63cb41d252a3de4660344aa6e22da4fb194f071669105206e5 |
Hashes for napf-0.0.7-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
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MD5 | 2fb51fac5881a7c94a1511c2aadd873d |
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BLAKE2b-256 | 0839bbab7038105af037dda3bcfb4525b470ba456b903b4e0ade5af50d7197fc |
Hashes for napf-0.0.7-cp310-cp310-win32.whl
Algorithm | Hash digest | |
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MD5 | 1fb006c2e24af1e9460ba6182a182980 |
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Hashes for napf-0.0.7-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
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MD5 | 8f43e0ec4f5974d6bb65cf6db4f16b76 |
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Hashes for napf-0.0.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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MD5 | 94a01b559dc2f448d6d3fbaff37781e3 |
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Hashes for napf-0.0.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
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MD5 | 77f7ca0674760360fc4d7d3307d07eab |
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Hashes for napf-0.0.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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MD5 | 8079e1289175f5c70981a18571fc24d8 |
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Hashes for napf-0.0.7-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
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MD5 | d3e15f30624388d81779c8d6bb63d87f |
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Hashes for napf-0.0.7-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
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MD5 | 2fa2d3661f4d32b85abfde6e276cf2d1 |
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BLAKE2b-256 | c7c2bb275919a81f683f7357b42b7b9868f9da0946ab5697f29ba7620da4daf2 |
Hashes for napf-0.0.7-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
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SHA256 | b2a1f0e4cd54bacceb78150eb1475824868470d526b06ef7051f6a233f864eb3 |
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MD5 | e9d272473182a92e61d0cf115c331f8a |
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BLAKE2b-256 | 2f569d0f67a2f8539965b4fd4ccf4e6bc04ebdd7a36b48f796c7d9f997e94305 |
Hashes for napf-0.0.7-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
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MD5 | 0465613265b60aed72f5bffe5b4c3ca2 |
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BLAKE2b-256 | 1a5b32567b8781593f500901083a2850fb4598e15704d378a449df42d16bc509 |
Hashes for napf-0.0.7-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | b16b89162b1e4b3e6a3693f7a4b9b7b15c4dc193e8ffa3d6d1b5604d53df2e8a |
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MD5 | b035ff690a2784e43b6bbf4ecc93dc65 |
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BLAKE2b-256 | 038c863ff2c638c5654122ab204854a6c7cdcdc52d3022e9feefe9174c8fefbc |
Hashes for napf-0.0.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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MD5 | 13337b2cb85243757b43e5ea8b3da633 |
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BLAKE2b-256 | daf70bfc47d063b4a664a5404362aa97274350fcdd0b30f230df7b11d3b26847 |
Hashes for napf-0.0.7-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
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MD5 | 880c7295da22c7b98185789a64cc26a5 |
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BLAKE2b-256 | b5361cd6fca3d3ce2e5684d6f93b4e9b2181457ed687b509cdd8564839e582ec |
Hashes for napf-0.0.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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MD5 | 498f97a41ec7b01e112b225a73a34ab7 |
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Algorithm | Hash digest | |
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SHA256 | cfdbf45dd77d0d11c5672f37513c68da4d74c9c66bc48abae246f41341292de1 |
|
MD5 | 31ef8a8cfc188b6cdb9fe77eb541eba2 |
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BLAKE2b-256 | 5a9a8d44c8f189c5974c2cb8bed7a33e81d8c59c600f2ec41a1d4d3df879e577 |
Hashes for napf-0.0.7-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8c6c2e6e2e486460bec8dd8d287dfa5fcea2f065df66949c703a222313b80003 |
|
MD5 | 2e968ed94a47d58190531f7a20530676 |
|
BLAKE2b-256 | c72a745306ae329df7c2c4d9126e69ad8443d8f05d6a5ea4eedd4e239dcfd127 |
Hashes for napf-0.0.7-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 08d3fe848001b40ef61786dec81c5503b3b2dcf425c4b2fc140ed115b666d29e |
|
MD5 | a0ce33a4f3c28b1a192858bf366b76ce |
|
BLAKE2b-256 | 390a4d97d8b39f77204054d08073e3cc40c27bb5e2311f2764abba7a5866211a |
Hashes for napf-0.0.7-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d57c9be4bd343f891530109f39af3467e2c71df7487be81b78839be2bddf840 |
|
MD5 | 66174e9188417e6f6145dab346d1be9d |
|
BLAKE2b-256 | 542e35d62f52f482080caf89a273222cdbbd1879a5e65ff7b1f6502685394811 |
Hashes for napf-0.0.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3406d5cf076d8677680e4ed6dd0bbb210eb18e71427f3098eb08e9213fd1ff3c |
|
MD5 | c812431b62b485fbd21ffcfba16ca33a |
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BLAKE2b-256 | 32c7459d55ff3435729feece856db768534bdcfbb722c0f2334d5f8aa717e83c |
Hashes for napf-0.0.7-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 769f4f6e3bc8b96bf7339bafbb4a32c483c51a693d32f1a5c10ba9c1b75dcd96 |
|
MD5 | 685b58aea67eda1b37b930affda7cc18 |
|
BLAKE2b-256 | eefdfe3b908e70658c15621e40657d805bf8db916e6b7c8a71f7337ab0bf6ac7 |
Hashes for napf-0.0.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ed0579a748cb13720582b6f19bce6544a84a1f43f38551a34ab6f2979fe3cc3a |
|
MD5 | 7d06451beb7d9b8cda7fc2d7dce803ef |
|
BLAKE2b-256 | f5a9153b3b51dddbfe04b2d62ee4e0bed275e6c3dc78903a21f5b6f978d96475 |
Hashes for napf-0.0.7-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e8ec13a9518ab15e2f7c7ae9d093861c1f27e896ba45f0781d5ac36df7b98c4 |
|
MD5 | 14380394bceea42f6b1db11ae796cbaa |
|
BLAKE2b-256 | 83beaad1069d013eb91f41e2fbe02baa2e37fe5a8620ce783ce9461932c9e4a6 |
Hashes for napf-0.0.7-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93c7fe2ba6a09ebc4c6f40b5d387ec079d7e49bb820cc2fb37935035449d7720 |
|
MD5 | 03b2beaf1b50287724bd0b6e54e92524 |
|
BLAKE2b-256 | a451353ebce6ce521357e70be860b5a77b84e59327a5027d7ae5d53f3697c91e |
Hashes for napf-0.0.7-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e377c7ff01e7e860d1ab5f37a2933a618b3cc6992308e6fd4f69161a60008c3 |
|
MD5 | 710f9060a1fc4f562bd5d1e935e98231 |
|
BLAKE2b-256 | e0053df7bc3ca8f4cc9ed553a6e8b9f837f25fc0e3940f380e1565a81f96d7a3 |
Hashes for napf-0.0.7-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11e26e5f31118a97c857bc1c45a9c175e23da0c81ef408456cfc64a8f8ff0a50 |
|
MD5 | e453c3992a8f61bc2a328b3800dcecb8 |
|
BLAKE2b-256 | 5e36ecb4e7815fa17f94e40ada22d33d408478b6c294b5e416367092db1f713f |
Hashes for napf-0.0.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2855a00815c7fa36444423c2556f8ac004b957a97639c57bbd67756b9f97dc42 |
|
MD5 | 80c17c9da630139c1d5da7aff672eca7 |
|
BLAKE2b-256 | adb55df9214584f89a71d0862b20502c962509f4fe3f206019a543549c9e241d |
Hashes for napf-0.0.7-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1e63e1c42b6dac01d0c100a9f6c0768cd71de241912af9edc0d6bb5a314f3556 |
|
MD5 | 66fa3d2aa3d8e3da92090583129ffa1b |
|
BLAKE2b-256 | e93e5419f3b56ec4120dabd301752d53620a647b0f7773132daa133b3670580a |
Hashes for napf-0.0.7-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ffe55a122919d949dc73b5b21bedbb0d6f6ad6c798d2a8afb12840f39a0fe097 |
|
MD5 | dc750bd5d80e9351b55e0ac7e7565bf3 |
|
BLAKE2b-256 | 1fe230446367d0df96297a9c91c0047784a53040942d84d47892316522aa3949 |
Hashes for napf-0.0.7-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 195a93952c08d9f3d7aef029071b67d5308c89b735b58394d22ff74b96e33bea |
|
MD5 | b32114cbb9e603b7e5ff63e0fd665793 |
|
BLAKE2b-256 | bb8de6295b8ce29de359c7e81191dd5f745e16fc73f8074b01dc601d09fa2aeb |
Hashes for napf-0.0.7-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ec8eaecd248f30332c36318fc4ab66afc5e5d3f064aafd90a292a843142046d |
|
MD5 | 68e81c4d61a75775ecbe0e682d57d715 |
|
BLAKE2b-256 | 29c3d1fb0ac26ae8bbe75198d513724e9344c7a2753aad227246e017c8f6bf75 |
Hashes for napf-0.0.7-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f3dca7e048aaed09708201753325c0b4d2d6b5d5f4ac6eb87d4b6308fc5bb940 |
|
MD5 | f668eeb4cd35727b612b7cc57a5bcd7b |
|
BLAKE2b-256 | e597e51056a7664b9071ee4896c18e7d0d45f4e5e344232268b56dc3a6f70808 |
Hashes for napf-0.0.7-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e21faf050e3250c118c3cb55f60371b310f6618ffaf3e71c9ffeb33ab003c08 |
|
MD5 | 594929f1089ce80bad370c568683792a |
|
BLAKE2b-256 | 3c4b53ded957f6a935434058bea1bbaed07127e20c58681d48a1a815662788b1 |
Hashes for napf-0.0.7-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 427388daa6be99f1ac1fef943ff017beb5c15d698ec177a8e73a5815c90c8ed7 |
|
MD5 | fb98fa79e675a80cd406b57d2d6aabfb |
|
BLAKE2b-256 | 9e3597c6defd6ac0d2feb654aaa6387e38cd0f45e050a8293a7526947881beeb |
Hashes for napf-0.0.7-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 32c9a1bd7497ff1587882e0bbbbd0c743bce3ef5c5ab072cd0a65a9b800acf7e |
|
MD5 | 1b6fb05b9ca9ad363b2eb974ee7cb9e0 |
|
BLAKE2b-256 | 463a6a2c9bfa489ce4131fdc670b47c974ea0c561aabc914fcd09499cf9e04c0 |
Hashes for napf-0.0.7-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3c81c19bb586cb1b021c9e10a9a285573fd6e580a9c271e01c16f75facfefdc6 |
|
MD5 | 3c6a8bd93ba3d5ca4fdfa16111856cea |
|
BLAKE2b-256 | 6875313a2db304392b09bb365e68aee1b9e13ccb533c30456d8fb6424e48ca5f |