Polars plugin for pairwise distance functions
Project description
Hellooo :)
This plugin is a work-in progress, main goal is to provide distance metrics on list, arrays and string datatypes.
The docs can be found here: https://ion-elgreco.github.io/polars-distance/
Examples
import polars
import polars_distance as pld
df = pl.DataFrame({
"foo":"hello",
"bar":"hella world"
})
df.select(
pld.col("foo").dist_str.hamming('bar').alias('dist')
)
┌──────┐
│ dist │
│ --- │
│ u32 │
╞══════╡
│ 7 │
└──────┘
df.select(
pld.col('foo').dist_str.levenshtein('bar').alias('dist')
)
┌──────┐
│ dist │
│ --- │
│ u32 │
╞══════╡
│ 6 │
└──────┘
df = pl.DataFrame(
{
"arr": [[1, 2, 10]],
"arr2": [[2, 5, 9]],
},
schema={
"arr": pl.Array(inner=pl.Float64, width=3),
"arr2": pl.Array(inner=pl.Float64, width=3),
},
)
df.select(pld.col('arr').dist_arr.euclidean('arr2').alias('dist'))
shape: (1, 1)
┌──────────┐
│ dist │
│ --- │
│ f64 │
╞══════════╡
│ 3.316625 │
└──────────┘
Project details
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MD5 | 1f35797f8f2e54aff12c9682c4b957ec |
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BLAKE2b-256 | 66af0f34e6e65de56bf645d01698249772e7a41e70b0d76ba597f3cb0f75bc92 |
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Hashes for polars_distance-0.3.2-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b93d99039979ddbf7f05afbe133334180ac23fad93444e9c5387d55235c626e9 |
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MD5 | 3a1345dc4e3565f1b8e518d7720e6211 |
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BLAKE2b-256 | fcda3999a0c9f3fc701af8c86575ded350c23b3b5a5b492e37b5f6b491942d7f |
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Hashes for polars_distance-0.3.2-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d745d1072812fc5a1459c5df1ec59f6cdb9bf654923167f7c99eb3669f61d032 |
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MD5 | 1ca51cadf5e37798a06a752228d36d92 |
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BLAKE2b-256 | cfedd15a7d2c428c66edc03acab4fb67db1b5f0db77ca6ce56f8c62a16225427 |
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Hashes for polars_distance-0.3.2-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3c62e3e8d20714ad0054ea578bf196d32c5e3d9c1ec719d4096416a539457e73 |
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MD5 | 05ef0e2f46130ff2e14add41656e83ad |
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BLAKE2b-256 | 9e6bf2f4fcc4ed183de97be7b4ebb6133e4a3f1f8410a2d0aee0f827688b7c8c |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2d740d2d9d6feb54ad1e22a33e5561a4275846b268e0751b8e2bd0fcef95d69 |
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MD5 | e5138b724adc412f5a1a1253e1737879 |
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BLAKE2b-256 | 86011163878f651bfb423ef95cf56d172dc972213fc6ce0b3963fc637b9a3aaf |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d9e8130726a3227f70a7919ff3b57f4ee980b31b713c6cb655a10841ec149f8f |
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MD5 | 1f4ff1c2b591eb74548af0e9d0e0b213 |
|
BLAKE2b-256 | 0c317de6fe08b98fe9c00225fcc6625621b0301895df08773dc8db196ca58bcb |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b8dca84df94766a8aaca36ec9fd74663e7f1b5809550a1841f83215425bb6b10 |
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MD5 | 57969d5f4f93db495db01fa4e8074647 |
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BLAKE2b-256 | 0eb8e2181a3b4ef5275f975b60991c8b30b883c139b9679685858cb6e95c48f0 |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ade93d17381c0b19514886a65595ef7d83602292cc701fa5aac3ad361dd86b0e |
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MD5 | df87e4c7af4c577cd1080f83672bc907 |
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BLAKE2b-256 | 4ba02c6208fb3e08cd728906519dca23fa8e9db802f02b050ce233ca62b5328a |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 55d5ff379c2ddf05b0e8d65e01a029790e37127ad512683964640c7b340ca400 |
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MD5 | d071d33559dc8a1ea890dfcbc314dc16 |
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BLAKE2b-256 | 35c9c74a360e8b72232d0ece1e5cbcf88124f94f2aa43481085bdcbd174435a8 |
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Hashes for polars_distance-0.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ac3820aa35bbd31968bcb0a77936b57a3ecef7cf04218569c3e9d002abfb6e2d |
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MD5 | bd4696258c07f42f1c1906916798ac96 |
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BLAKE2b-256 | d3dfdfd367bec3341969d056d3642156399fbf06c2bb767e7808ea5a9895b064 |
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Hashes for polars_distance-0.3.2-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 76814c1c2de417a36fa0216d96d5bd91f4daf0b045787487958c02acbbc66359 |
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MD5 | 3d961bbc38ab1c291bacf3d55dcb1dd3 |
|
BLAKE2b-256 | 353a0e3f9a86908437ff9d7d16e2384b2cd46072f43a6dde3e836cb4deb6fd9d |
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Hashes for polars_distance-0.3.2-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c9eeaa7180b7162fc621cae5b76465e5059649603bb689b52232601221ba417 |
|
MD5 | 46025714e33f8f39542e21c34cc40290 |
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BLAKE2b-256 | 06f787d962b4c7c268efe634ab8bae107c4224855f05217c673ecea8751a4bb5 |
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Hashes for polars_distance-0.3.2-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1dbba33a3effa9809b0820928c70486fe76fd10fb245c7c0880b948658212a20 |
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MD5 | fc63b63a6b889201fd63a3396d89f8ee |
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BLAKE2b-256 | d2d617ab2dacb5850d6a463723b49513e25f351bfc97b1d3926d8ce9f5c1b5c6 |
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Hashes for polars_distance-0.3.2-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f9d0438ed2d9ba5e08d6fdfed1621ea336534a8cdbda24c32aee61c324e35a8b |
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MD5 | eb093c7e6438703ce1130a2321a3841b |
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BLAKE2b-256 | 355b408cf58615edaa70408235e8aba6ccc7fd26d45268c776de44f9050a8eea |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b8ae455b62904072d52de4061166dbd7942bb5a7de115334e2695b40aaaa048 |
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MD5 | 542d108e38d574514312da965f312540 |
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BLAKE2b-256 | 1749e0c416823244917000f91dc7189c6145d99765214ff81077c94dee039edb |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 561ad3de0299537dfec854f40f90e2659a1a74ce077428a6ad163ac6a213a298 |
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MD5 | f3365b78f0868ebbf90ea043e562a0bb |
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BLAKE2b-256 | 40110136d56f0d7aadc2ab837199846fa05314563f8ac473f655993b1070f0be |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6424ca6e4b8db6e3eecc6956e20de6e2f46e61b4b935a4c8fe72957ab57e1d67 |
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MD5 | ca603fd34ec6e9f2f77df5ccab01cb1b |
|
BLAKE2b-256 | 1d635791b2347a25f4f4f340f2f80ca56b7bee0ff6bb73caceb5f2824eacaa43 |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e98840cb6770e51b55d1f99c417f5bc9cbd8e9a8f197ea65fab1ff1e0343d787 |
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MD5 | 4b9013af610eece6fe1a568afffdeac8 |
|
BLAKE2b-256 | 3a4809ae9b5482ddee358ad44d05465f53e74b2f5bb157f4a7c0b92fdacdd722 |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f2ef3e77b999171f75b7b50b35b50fed66386c8fecd9aa62614f597854718e2 |
|
MD5 | 5338cbf41e592b8d062e79285c105d71 |
|
BLAKE2b-256 | 723ac62ab7e78ee27f68b3b43814be14dadcd69c9d410af9306ca90fec9420df |
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Hashes for polars_distance-0.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c97bdbcd4df4db05d4ec37c55200819aeb8671f9dea59a8ae7f195adf3e3c417 |
|
MD5 | 7d2eb7585089adb1a22569345e765249 |
|
BLAKE2b-256 | dc930d8210fd94ca1638d72cb6f166cb095a5de44a719096571334c282ab3fd6 |
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Hashes for polars_distance-0.3.2-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7ed7f3b475e3ce405855f113a5b3691079a415c574aaf6011954c0a72e2cfdc4 |
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MD5 | 71998ea056bc91b1c89122b75da1b72d |
|
BLAKE2b-256 | c09a40e8e0570084a0d6620abb5b59940eccef38bd41c416c2b9d66fd2845c5a |
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Hashes for polars_distance-0.3.2-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 12197508f8bdec549be69175e6ff328695f5b5f16ea59a0cebd2b44f87329520 |
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MD5 | 5379eca8d29c3fa275bee1750ddd4446 |
|
BLAKE2b-256 | ee23af139c391b69af6a69aece8a754d2b1977c519a32b9a7506a333864927d1 |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92bf879023bea1eb474c18356b4aa21b4cfe89d44b2defe7322b483036ad1a92 |
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MD5 | 063c2fcec484297014e6d1ec2c862131 |
|
BLAKE2b-256 | 67e3a88075a27202234295b5b56f8986765494c19a4692b1333e67f4242b2387 |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0faf0ae5835f56f0c8760292d6397cbcd65240570384dbf9f823e884e280468b |
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MD5 | ffb4205b627335a3bfd8555671faea75 |
|
BLAKE2b-256 | c935502fb0d900f3b5cd519b2d37e87d8e89e14f3b30d9e8003da500b3690ddd |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e3f7c6a2d5486d3012661eb919b72caed98c7d2fa66580f72e3d0b636828d276 |
|
MD5 | e02360594f4d068bc742678c70723edc |
|
BLAKE2b-256 | 32aafaf02c0a81bcfe2971a835894d210c9eab3183884cc807eacdb43e275c6a |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 08b1809468e1cafa46c8ac278d7a1b8ccccae7c3bc2b4866fc82b1e5ea94fe9a |
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MD5 | caf64c6deb6a65adabf7208d01045f2c |
|
BLAKE2b-256 | 5afd2ef6bf36aeb59a3af4f566f078ab02dca913a3861c1577fa68a2a1159ac5 |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 17b365e2800d9da81ca28c2599ead9811ecb2c9e0f0e02e848a7d26a116b9383 |
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MD5 | d14ae5c8b7edab5fe204e68d16655b53 |
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BLAKE2b-256 | 94dc7f5221a6803d4b80aa631adc7a7f07eaf98021fd80e7d8529ce95a555089 |
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Hashes for polars_distance-0.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3cf4ed0f50c6c4add1094debe990c9ad103eb626b6bc5e135b8c92b992dd76a5 |
|
MD5 | b908a39c9bd0abe1fd7fd522a2a58251 |
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BLAKE2b-256 | 09493d957e2b7e5748df0e4c10a0a4b45fafd1aca8c66554de3fe9b6c5de143c |