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...
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
napf-0.0.6.tar.gz
(30.7 kB
view hashes)
Built Distributions
napf-0.0.6-cp311-cp311-win32.whl
(970.2 kB
view hashes)
napf-0.0.6-cp310-cp310-win32.whl
(969.1 kB
view hashes)
napf-0.0.6-cp39-cp39-win32.whl
(970.8 kB
view hashes)
napf-0.0.6-cp38-cp38-win32.whl
(968.9 kB
view hashes)
napf-0.0.6-cp37-cp37m-win32.whl
(978.6 kB
view hashes)
napf-0.0.6-cp36-cp36m-win32.whl
(977.1 kB
view hashes)
Close
Hashes for napf-0.0.6-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c1d013c686e80a94624e75829a32ac3fd8257d05a4d8b56dab139795ff3a0bd |
|
MD5 | 218dc6b8e930624f502dc946ef364bfd |
|
BLAKE2b-256 | 6eb404b6cb5f223018fbc409fcbb5ad34df58923f47932b406a814f53546d44e |
Close
Hashes for napf-0.0.6-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a269bded4715298b81f7a7bae4893dddd3e0d8e92dc819159bcb8953086b8f9d |
|
MD5 | 4bf67edee4d741659ef34a3130d16546 |
|
BLAKE2b-256 | 7f66ec7cf9f4cc99bd63abf64ff53cdc39df0b4a96a3c338644ef9ec2953a11b |
Close
Hashes for napf-0.0.6-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b69fa27fd3c3238a57b3e32a63e353d09c65a86643ee91c06f7a0a65151088e3 |
|
MD5 | ce76cff3052e270fbcc220e8809d1914 |
|
BLAKE2b-256 | 5fcc5509bf6dd78bf6efc4ccff11883ca4af1c14a07cee7e38d6b323a67de390 |
Close
Hashes for napf-0.0.6-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f10171d8e3cab19bcba147cd67cefe5ac571723814bafd1402d8be241c593160 |
|
MD5 | 46e3cc348c30e20e119ec06952d63272 |
|
BLAKE2b-256 | 5f5f7053d0af3412a83065666b02911dd6325447371f9783019d8ca029b2d409 |
Close
Hashes for napf-0.0.6-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d19e8a5e296a38b8a63b60d507c566e875d3e1cab55cd1d4d702dfc5168b3d68 |
|
MD5 | 18db274c707f21e0ef8920319627d810 |
|
BLAKE2b-256 | bb15a4bc6cac3507f3c1d523332cdfda78e195795300bfb6317ef1de1d565aca |
Close
Hashes for napf-0.0.6-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 13cf7dad496fbc0acd9ccb286f6d7c6737a30b49d7c8574f7265620d465ecf66 |
|
MD5 | 3189165df4ef4600950ca4026589c4c2 |
|
BLAKE2b-256 | 595cc90fe740ccc2684a3c2ae08508cd4b4d53cd2c1af6e3f5488c4bc37efaaf |
Close
Hashes for napf-0.0.6-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3e6932f07b0bb413d6d86e5dbcd746aab377b290ef92995630c5d72ca79d3524 |
|
MD5 | eeae3c1dd132f07f8cd81c1d3ffd368f |
|
BLAKE2b-256 | 30e640f7a22e9c617af1a0b29a4662b6b3df673a80cf8a63b0c08b4099943f69 |
Close
Hashes for napf-0.0.6-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 371bf8fb3f8ee57323c6cbce46c0973ddae8389bb337489a03c3abbe94d3336d |
|
MD5 | 3fc104328b2fc744162b3757f6f210a4 |
|
BLAKE2b-256 | 7858cd6ae0e5917276119b3c3c8b93828a74dbb23898348e116b285259038795 |
Close
Hashes for napf-0.0.6-cp311-cp311-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8403103aa71f0414a0c03a9c6e8254ecfcc8d94ec29c714127d85447b8b39081 |
|
MD5 | 474c82d446c6244881972a97d3f837da |
|
BLAKE2b-256 | 1c3fbef6f6066182b2c6ebbe9e2e9ee3b004140ca2ea9bb422b1d6eafb2a2058 |
Close
Hashes for napf-0.0.6-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 585a5be77588c8cd0a406572da0d274e67f156a0f4340fb7733de68f92d44d3e |
|
MD5 | 1784ec97f633e68d7683e36466ab823b |
|
BLAKE2b-256 | be6314f653e82e3db5d6ea392fc0fbc1638b1103a3c6f95a0194d54fe2650c6a |
Close
Hashes for napf-0.0.6-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ff0fc85832e6c82041f97bdf5f8b6a22777565bc955373030598e19d6894f74 |
|
MD5 | dc9ac3dd931ee0cf78afdb8d3f81620b |
|
BLAKE2b-256 | 08403f49c81a9bf6a4c8aa96b1d1baf83a87986c5a0f641f9e0a8f19db5eed02 |
Close
Hashes for napf-0.0.6-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e7a46bf45ee4438751d7b8a87a5be3811046acf06cdff6f4e87048b31583fd8d |
|
MD5 | da415cc4d82c8f6935caf7f640ceb720 |
|
BLAKE2b-256 | f278b393ef6a563a5faa3b866035a9aa68dd7540bce724d79fb8b8a4a6ae0f46 |
Close
Hashes for napf-0.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 458d81b26e65d6605eeda3406c59c0acb9abd729ad1dcc572951a780d8eb19af |
|
MD5 | 245b17c8bafdbd5cda86fcf1de7f7962 |
|
BLAKE2b-256 | 0e4536e5dd11da5f380e48e39f8ef4b7dba2051e851361978e15d18a4e71792b |
Close
Hashes for napf-0.0.6-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 811bd62c8ee638ae75514f8ae71cf9b41fac7ccc0e29192fb6b25fd5c5f138ad |
|
MD5 | 168c31dfcd3a3b8857cd561de6eb8fd9 |
|
BLAKE2b-256 | 6275a7ded9c7a8413a3dd99db7f2b127c4506970aa4d7be386d63e8b5c0547e0 |
Close
Hashes for napf-0.0.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2913d1e2b8f2efe518112cca4d00e29333fc01351086a185ee98c7122e60d374 |
|
MD5 | 8e4397d8f567961dc2d4c5625e4c83db |
|
BLAKE2b-256 | 90962246ab105ff93e33fc68c17340c54a5ef6374676f0479a3d4bd37d12963e |
Close
Hashes for napf-0.0.6-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6458cf29fb9ef9da8d3bab5e1b9f7e2c6dc4e54c04f8b0e1fed6de773f3f4a21 |
|
MD5 | 1e2eaef5258d8ce72d84ebad8e52c499 |
|
BLAKE2b-256 | c679f577086c28be4032240832ea3f73b7fc6a18e69f0e6e3c0619dba3f8aca1 |
Close
Hashes for napf-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 16684672e0ff1c0860b725d265ea1eb71d279ec9a9447d26a650c79f83b3504e |
|
MD5 | 1d000454a5540cc8e4037c70aaaf4637 |
|
BLAKE2b-256 | 33d18169e2d3d66443a2febb7de939beed685418bb1bf12e559141f8535af106 |
Close
Hashes for napf-0.0.6-cp310-cp310-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b6b36d00cf819e6928de907aaa3536c4480f842c66111cc2cfce3437a5b1d9c |
|
MD5 | 7d97dc45230b6d2a95a13ded9ab99bdc |
|
BLAKE2b-256 | b3de52a21c683a4be3fdfe3fed53ec0ce9184fd06bb50ad19fe42790dff3574b |
Close
Hashes for napf-0.0.6-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6e28c017efa5dc33edff23b25178adc8e9f17e9dcfd05f58f84ff5de60b0f76b |
|
MD5 | bed990a050fbd5a57a4dd4cdec45df41 |
|
BLAKE2b-256 | e5548178da0c256616112ff20d390675143ef0e293fc25e239254e0d683ddc99 |
Close
Hashes for napf-0.0.6-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a01ee8c60361bdcf96ca863137e8faf6c68f6b4b014bdb8868fd09a7c7f7b0f |
|
MD5 | 557bdef7065d84ed08ab3b31c1259f45 |
|
BLAKE2b-256 | 970b24051985d202b75145a92ed2c643dc53601733378033f0e559ee44845b12 |
Close
Hashes for napf-0.0.6-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aeb9f67a1be9f6f84eff5714933289beaedb4cd897c1a425f0798ba925f83313 |
|
MD5 | 8a2d3f641f6864fd397bbcd41686c353 |
|
BLAKE2b-256 | 7d380487e07a1609e0e065d2c276be508093663cec1a7c99359bf2a950dddbc8 |
Close
Hashes for napf-0.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d1796dc850097f5d32e62894b7c47ea456c084e4c42cb241ac61288e46fc0762 |
|
MD5 | 9e735d33187c0596141f2564686310ae |
|
BLAKE2b-256 | 97d569eae262d3d59f5cb1eeb57575baf981d0420a41ecd8a6c99805f2583447 |
Close
Hashes for napf-0.0.6-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fbea9fae4d76852a5dd31c880b2c4f02de4f305bb490630ce67e9663ff759635 |
|
MD5 | 369ab81acc7caec50ffb9132381c1733 |
|
BLAKE2b-256 | a1ff01a7f1572eddd5859cc8b4a23e9e68fe2fc6c721553279a48ef5979fbd1f |
Close
Hashes for napf-0.0.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eced5561b5de8c5a497fc2cb7953c53d12263ebacbf34880a329d6e58ffb27e3 |
|
MD5 | 66e3f8ed919db7dcf657186c99d4a733 |
|
BLAKE2b-256 | 18d1e87689a79cccabcb3d08da82dbd02de19aa1648ad2652bb0e5725c0c10a4 |
Close
Hashes for napf-0.0.6-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f4cdce3c5b56f5e47a7d478169ea5792e9bd429ce4299481e7e04a10b59cde03 |
|
MD5 | 412cd392057a622b210af9646fdb7e5e |
|
BLAKE2b-256 | 6d27503245c5f81fb8be86cc811d644897c523cec149944c0460bef37716068b |
Close
Hashes for napf-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f8113c2034e6d06fa523e4e679a3a67b5df4881425ad29587ef17f9250c4a0e |
|
MD5 | adccb081095fb47024724cb3b3ca463e |
|
BLAKE2b-256 | 684823b8fd13c73ada98f755b8c398cfd630dac0588eab33ec4f2242b38dcb88 |
Close
Hashes for napf-0.0.6-cp39-cp39-win_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f3e86a9ff2e16617c09681b34ed41cad04d401939f7a2bb002a35292373bd74e |
|
MD5 | c623df71170f159a54ad292a9492f34f |
|
BLAKE2b-256 | 6b64e30d6b25a758199e76ee94c4477bc4a0f13bedbf67abbbdd2899c0aaa029 |
Close
Hashes for napf-0.0.6-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b953853b7fc1d17100a4ff7e6131257e6380e150daee196f74f3ed61bc00ac43 |
|
MD5 | fa715b89eab1da412361e7fd96e623f8 |
|
BLAKE2b-256 | f9bcc47eded747186282d96c796fafd422dfb29bb996b09bd50f7dcac79f7941 |
Close
Hashes for napf-0.0.6-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ce557248f7207804b76c0cea7511127442c6a8c544a4769d3348bac14ab340b |
|
MD5 | 4524b35c31421fa295524aadf1c3d384 |
|
BLAKE2b-256 | e32839b6ef5d7159d8e307c12872d8b5f6b5cd5ccbe3c2dd5d4dbba140ce0bb1 |
Close
Hashes for napf-0.0.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 63ed7e10d8584a4c6ab03ed3ba132442dbfb29bcd2b2b64c9964d5ed76424d7e |
|
MD5 | 1568709668dae6f8b6b85c3dcbb26f02 |
|
BLAKE2b-256 | 798fdbb31b6b10497c622e579d42202bb568ac65c03ab722d06b826cdf8919d3 |
Close
Hashes for napf-0.0.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 165449e3a4fad6cce8d44c719a4987d556929f0f1f62b53d2198fa86c579f9e9 |
|
MD5 | b3402fcacf1313a5caa3ead6b336c30b |
|
BLAKE2b-256 | d47336da992c72b5079421cfb33b605d97d6b311465494bad9bf0061f790c309 |
Close
Hashes for napf-0.0.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 29e6f7d440f248a85df3cb766ec607a3a63ac5eed32601367a4f7f0b5cca1b1e |
|
MD5 | 265d80e4d8b067b112e6a7170cc98129 |
|
BLAKE2b-256 | 289331b87d37f8053e18d9cf6a4e33c112b433254fe41bd2bfbd61dc9245c306 |
Close
Hashes for napf-0.0.6-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a05d97387f397583ede3074c8ad832ce01dd20edc7515b37ecbcff083cacbb83 |
|
MD5 | 277ef5a3a747c9f1d0a64257e1b734a3 |
|
BLAKE2b-256 | f30cbb27776e54e988c55949c7b098e82b2f76c3f1b3ef2828b05a3bc047c353 |
Close
Hashes for napf-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cad6eeffd89b7dca3babb5214c000022053f8d195974f934d7a6050dc5992c56 |
|
MD5 | a5a2b3e7462cb833d2a60d5d7b15493c |
|
BLAKE2b-256 | 39bcd7f6de114d48b0f0b3de6a3f2c2b342523f02edfb86f3bc03724953032ee |
Close
Hashes for napf-0.0.6-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d7f42c929a3332fa24361b5ff32240c17291232ad5ddb180727c70f03b667155 |
|
MD5 | 2af0edc2e1abce397195f6de1e9c5899 |
|
BLAKE2b-256 | 89a76bac1cc92e282b24fce7cbbe9820cc2fdca40de137a5820b2585e5be48a5 |
Close
Hashes for napf-0.0.6-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3b2fbc1753c7aaea4a51b9d3b40e0af2cb2c8fb8b973ee67f8776c520a0ab093 |
|
MD5 | be03b9864ba0f5327f3ec8dc03c042a0 |
|
BLAKE2b-256 | e61d2cbe275df24adf55f792246f04af36740e85661202fa4902fe4b4dd533b5 |
Close
Hashes for napf-0.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6d3551a72abeeedb8b6ff297b94ccb70c9e2ecedd75bde794910897eeb7235f9 |
|
MD5 | bdaaa8e0fc8bd1a5818e48c5d6acdf5d |
|
BLAKE2b-256 | e726aeafcf96f098c50a84bc351cd88475a49f7097b2433e41b1bf58e79b7fc1 |
Close
Hashes for napf-0.0.6-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a0dfed01ea5e19a77e794806bbef4d05bb640182d8e462f769704d2b0547450d |
|
MD5 | 0f9cce357e76ba24656ca6581e0a66d6 |
|
BLAKE2b-256 | e43772dbd106a67f987726325623dd3229045db1781420eabf50d62c615cbf8b |
Close
Hashes for napf-0.0.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4d1c55d5c0819b5991d5fabbf3af4f80d02c7ebbfa9598cf8726e985c0e8ca09 |
|
MD5 | 99be78b3c54690ca7acea7ce349dd79b |
|
BLAKE2b-256 | bc591bee505c843036077a30ab0c1d9f07e90feec66c3b0af5ebc4cab01004f5 |
Close
Hashes for napf-0.0.6-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 449de67dba270348b06cbbf07166413b2234138493350b8678e6ef0c100e328e |
|
MD5 | 69bfd09e973ad2235bb6a7c08fe4b345 |
|
BLAKE2b-256 | 4767659347abe1a881ead6662b6a220079b8b9a98bfff4e2222198f047b8eae6 |
Close
Hashes for napf-0.0.6-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | be89702d51824a1cce9fde3d2a3a03a50f4268a22e32a40d096c48cadf458cbb |
|
MD5 | c4c5a1a0ef58e4d27e7d8e4631e9d6fb |
|
BLAKE2b-256 | fbc880637a9ccdd42cd033e7e32c2718ba8febddd53e338574d3a35f193c0bd2 |
Close
Hashes for napf-0.0.6-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f45e2f31a1a02e737f979014f47aab3bc82b3ed6eced1e83cd2625235c21cbc |
|
MD5 | bca8052dd6ef249f116eaa4e4a09f575 |
|
BLAKE2b-256 | 1f4415ad832ea1e788405c7c62c5a0268a6397618b9cf14460fea125332ab5fb |
Close
Hashes for napf-0.0.6-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b8a7777c263c8817ba3aade0963bef58ebc726825b8df7dfa57b806dfddcc1d |
|
MD5 | 39d4e7a62748fe6c5a1ebb73c283db98 |
|
BLAKE2b-256 | 8d3e539f6b64d7cd145b780fb64271b27661ea3171f8de8b6efee4a9ac8cb0b7 |
Close
Hashes for napf-0.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8870c5959108e7fd1736c9b838fc14aa977d8f65fa9c0b848047949d74131865 |
|
MD5 | 2d1f033f8505bfe77298b8fb8b4b97e8 |
|
BLAKE2b-256 | c02bb0b2fc531de5f9b93567996c02c1f1ea9a53eca2cf3f36e2627eb8ae105b |
Close
Hashes for napf-0.0.6-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3031b592c3fc3128edb7feaffd8042d8e818216e287618485875762338efb189 |
|
MD5 | 66f8cceadfb9d02a9a0b5dc5b86a2fec |
|
BLAKE2b-256 | 616dee92049dcd75bb3df8c712bb333d7e11c0d66f82ec47d92b56236785836f |
Close
Hashes for napf-0.0.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0163b468eb6a73386a473216827e845a0664f5e246f7edce8254ee9f06282c63 |
|
MD5 | d66bd3003c6d3660e83627a1889434e1 |
|
BLAKE2b-256 | 56fd69ad606de1f29d3c7e20a436b5551456da6045e20ee044f3c1a4a20628ef |
Close
Hashes for napf-0.0.6-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 89601a4fb3e11d7b25adf34e187ee18ee4ae212a93001ece0eba77770e96d02e |
|
MD5 | e7402fe4148af580aa01e6a2c92a46fe |
|
BLAKE2b-256 | ce360f5759a1481da92aec265c6b08c88ebaf19d91bdb205e2a9aa5dd0031bf9 |
Close
Hashes for napf-0.0.6-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49a8ae4bd9ddc801d3aeff94ef9a9d9b326abe72707f847e839ab7b3ced075fe |
|
MD5 | 939316f6d0ab862d976fd7fdf3068627 |
|
BLAKE2b-256 | 42f84bb50309d8d985865519b503eae837c123bd1a9c87eeb571a9574aaba2a0 |
Close
Hashes for napf-0.0.6-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 595dfbc27132877f44bc475d4484e1d6fd8aeb191cb31c6e07011cee47dfc0fa |
|
MD5 | 92336998233a88174f50c4ee06506518 |
|
BLAKE2b-256 | 94acab9d0e31d9592565d01f251550fcec484ec8ce1bd7d6d7eb292e82261c2a |
Close
Hashes for napf-0.0.6-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9326a9fbbf83843bcb8a8b65b94bc11e425ef017428942334ea1023ef82adc4c |
|
MD5 | 38358af733a74f83dbb4dd6b2bc70c32 |
|
BLAKE2b-256 | 56c6be97b4f194a63490b696f69c016f1a6ca454b0ca3f0ba2d2acdc3b49ca23 |
Close
Hashes for napf-0.0.6-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c626d823f843a967f47a5e9ed3bccddeda9c71f80e669556e6cd30b0f5d110f7 |
|
MD5 | f5b99e5013b6cef46b89554dc4ba8e23 |
|
BLAKE2b-256 | e16392dac7e59431350868db1067277d3e9f7d0baa078ac87cc9a5e15e469eb9 |
Close
Hashes for napf-0.0.6-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0d79c9160b25f7c5ee0d975036b5da18be9e0f3aa9554fbf740287a45bb670fa |
|
MD5 | 7d6f0278eae5593d75f1fd0d73cc8fa2 |
|
BLAKE2b-256 | 1747e59fdba286d21d1335b6ea6c21964b579bd9cd6dc9d59895b01bf6694652 |
Close
Hashes for napf-0.0.6-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 485e80dc60ae4bcc8032d756a1edd508ca39cfac4a052a8f30fa5f9328dd77eb |
|
MD5 | e72b383dd8331844373f4ac02c0440c6 |
|
BLAKE2b-256 | 6488ed6f9956c01e5749a9da6de18b309266cebae95c24e69bbc751a0b4aa066 |