Polars plugin for pair-wise distance functions
Project description
Hellooo :)
This plugin is a work-in progress, main goal is to provide distance metrics on list, arrays and string.
The plugin provides two namespaces:
- dist_str
- hamming
- levenshtein
- dist_arr
- euclidean
- cosine
- chebyshev
- canberra
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 │
╞══════╡
│ 1 │
└──────┘
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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polars_distance-0.1.5.tar.gz
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MD5 | b9f95fb95d2d029e4a890b137c4a2b90 |
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BLAKE2b-256 | d36aa0bf448d0a8ca3cd5b38d62a1157442daf9a45d1e331adc0bda5bc0f5a94 |
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Hashes for polars_distance-0.1.5-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bc26e8ccb74412012d1b025a12cf7d9964afd0d12f4a1bf8696748be665ccb38 |
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MD5 | 9cc1a7f3d9d000de82d37c0286332629 |
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BLAKE2b-256 | 681c6c739f31a160735889c4a0e27872cf371d232b14b0e6f31911cbf2a0b5d9 |
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Hashes for polars_distance-0.1.5-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bf3a1c5669b1bc89bafafe3efb06d498da19a7246afdfcbced58b0293cf5ef6c |
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MD5 | 2477c1befaed5d904e49dbd3edd4029e |
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BLAKE2b-256 | 06fa7e23d5ff9d848d41a5b5a6b465fe9c254800ab8ec907c0716d68a2e7619b |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a138bbcf0b190a8e6dfb961e5b38621143f41cf213519f59bd40d039f11e39e6 |
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MD5 | fe5a69d12ea9c7bd0c0edb510778a571 |
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BLAKE2b-256 | 05d52428cc8bc80b573c2545de5eb47bcd329667ce5239482531addf81403210 |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 55d70110f145b143d2e14081a5e516585ab623f375739c966d6e42681ce3c8d2 |
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MD5 | ff52fb71ba2182ace6804996c0caa9ab |
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BLAKE2b-256 | 04991303660fc36ce5e7c8f93b15735340b017baa289a97caf5acb9d21b6f807 |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cf171458e675b85f74440d9d1107a33eb4c111ce9503b4a3f461dbd7c0c75ea6 |
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MD5 | eb607fc37c22f6bcf6dec710372a8257 |
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BLAKE2b-256 | e22fdb09811f745c7dd412ee8a4d4f9a736b807f00634820ebc59aa2439b24b9 |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 066370510e2d9566236eab9863438ee2c5156f871181a0e7ed3a836eb15180e7 |
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MD5 | a5f4a0bcdca05545aa5d4158df7ef929 |
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BLAKE2b-256 | 781ee949f7dfd5d87f14a2f9b84c742a90085100818123b8fc929ede6a398923 |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fa6a3e53f43eb3c5f12d7e0be3220bc0445fe889a2e1ba2138522723283476f9 |
|
MD5 | b6fc042fa200ea280ac38cef0f422de3 |
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BLAKE2b-256 | e63e359b873b1f90df2d92fceea26e2ddb7b1f32fb4fc26b867dcfa548b54538 |
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Hashes for polars_distance-0.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83c96fce6154fcc014e01bd199e5ae2cbfcad8c232b2cd94fff3eaa58b291995 |
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MD5 | f99d997c28d3af1c6cca3ea0eb9a98d4 |
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BLAKE2b-256 | 98068f25cf1b3c73e4826d864634e21e4a71b4474cbce1abda898e455e8cd82a |
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Hashes for polars_distance-0.1.5-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69c4c7b311ab4b1764c222751de5ff9d63e850fa29fadccf26af52ff407170cb |
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MD5 | 28076a40c951bbf846264de5f57c862d |
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BLAKE2b-256 | f327c8cd506efd5f9aaab5998a7817545d229d9c0c83f20b0469ffa539a83373 |
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Hashes for polars_distance-0.1.5-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eac5b9ef8f3580f4be330dc2e355e0179e399202424bb708ed698d9b6e183bc6 |
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MD5 | f1904288b3bcb15be5fe2c8a7e98f943 |
|
BLAKE2b-256 | bb536844d27265241b1f0c0af56f284d60d3e0dda270397719b9cdafe1006267 |
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Hashes for polars_distance-0.1.5-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 249b7f7dee04153326f74a60ca272595d9393a826a00a47f4ee8c346df84607b |
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MD5 | bb20502201119be8de381eed9116370b |
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BLAKE2b-256 | 1aa608704bd2a13b468daad9dd063b29a4a2dde9ff6e135292b8e32183e5d77e |
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Hashes for polars_distance-0.1.5-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ee08c09c25a8e0509eb3ea8af951499fdfdff49b7797e20cb6bdbfb2483ab766 |
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MD5 | d20764c7f1bcc4dcdbd1d44f4b356b5f |
|
BLAKE2b-256 | 7a44687c40832a70f820fb269ea23eac8abf87fe24d95224edf4e27f854f8293 |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9adb14de80f4677f90a42934962f767c1fa09d3229e741cb2f63cf46f8483388 |
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MD5 | c86c1903d1d0d18d1133fd5a5544c5cb |
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BLAKE2b-256 | 4471a06d720b0730a908c4ace9ca2b3a9c53d5051254ca64df7dfb376298367e |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 60b094191264e7587804f9638d04ef9c74efb3e46a7be7496e15f650136d089d |
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MD5 | ca44df46f5728e08ed97e1511a01a046 |
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BLAKE2b-256 | 4247308a20cfcc7603353db1328306735a0f8e5fae008313e62f0b58700474e8 |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 16c7c5f6de227506da2dd0cb85573d1a59006cbe5e9694e4e257af0fe8f73fff |
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MD5 | d425520ea056447ea646ad76930b328f |
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BLAKE2b-256 | 6a6a7b0cee1019b1777661d1398a25048dbd695ee6072ec5cd9a9aa15f292704 |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 259e83363e4b571ab286dda4a13866d81aa2981df05915e8ac909fc6c7e0d500 |
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MD5 | e3228a815973cb956f1ea2c3c93f363e |
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BLAKE2b-256 | ca087a56ba708bd3810811bc40cdad261709f6f44a384f563b403ea62adda5a3 |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1307a5f322c3ec58c6c34cfea309d1304ee8bf9a74b5a96591ec606eff4f3ecf |
|
MD5 | 108f9c812aae2a34dba3859224cf5a7d |
|
BLAKE2b-256 | 13497eaf6ffcbadce7476f99bd7ab03cba1ffc4c95ea696976232e349ef21295 |
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Hashes for polars_distance-0.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 289e8ffb370fd387466c6cf33944cb16d5ff36d43aff0f3a737260ce98c1bdb6 |
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MD5 | 4a46331f46fed9c7644c256cd9eeee6e |
|
BLAKE2b-256 | feef0ad5371a49925db985d27df7f4e377396126b656f2ea7eaba14aed3f8cc3 |
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Hashes for polars_distance-0.1.5-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d9c97c305f4ad4ca41f3d3be2200d82700415f6d60b535e74d0c62623dffa56 |
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MD5 | a7e559410756d64bf3e7c88e24b5c729 |
|
BLAKE2b-256 | eb2d1c1394717192f834bdd3812f42d777bf009a373dfa317c51d85987791abc |
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Hashes for polars_distance-0.1.5-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5b24c85f1cc752f367ba1d7a1e554a9a652228f0033847bca50fdc2b5d311b59 |
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MD5 | f53650ea13f10e916df5e2804c09bbcf |
|
BLAKE2b-256 | e0acadb9f550ee5f0f698d347e682e12d823c0fdd05d1b04842dcfaeee313209 |
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Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6a71921727606ce41b95cf2e5e60ca50b365ec9b8ca7e2248b4fd626e13424e5 |
|
MD5 | 3ca82352ba7859dca9493a269fc76293 |
|
BLAKE2b-256 | 3f6f318592628e7a41f3624efc8e5d9acc03177ea41116a577532e6b358034a5 |
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Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4378a69f750cb4721477e2d6a735248c8c40cc46ef248856145f190341a8b89c |
|
MD5 | 398ba4d3e8d9ff49ead98fccddf4e679 |
|
BLAKE2b-256 | 253c907ddc54401718d1cbc69020ac94aa5aed60a54c568c3271d3cd1400183f |
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Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 838618b5a00ada74dc0e76fa7bb22002a177b6f0a20d0378ca823735485cf7ba |
|
MD5 | aa05bb3d21ac96c8db2a08cf76638e5e |
|
BLAKE2b-256 | c378dcfb1a239f055c3f44f78cf57ca914bdef4cabc0bc47cbccbf8da8a4d14b |
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Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ae3d16699d11a5d01b05cff43fe94daa0c371b4f5b3ef144e7c135a3f0b15cb1 |
|
MD5 | 4174c7d8a1ee2a3087ccd134aed6e297 |
|
BLAKE2b-256 | 3fb5d215a91288d4fb3ee685fbb810ba7ed52b2ab891d5bbf99962c1e69b1bc5 |
Close
Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a7d22e0626c8e7db83d058f7d1fd7adf30f023afb74cf9742f88ed32bdbbd8c3 |
|
MD5 | 6cfd71865c10cb013e45c0e53592dfd3 |
|
BLAKE2b-256 | 24014306c62c25669efe2d5af43efa64cf9683068a8cb69331ec928439390093 |
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Hashes for polars_distance-0.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 557d8fc1fd5a70a04bdc0eb76805a366914c6eb49ee9c73804e9ba563b7f5dfc |
|
MD5 | 9764671f5c0e17db563215e4e2aad6ab |
|
BLAKE2b-256 | 32658cce17aed13cfcc41a517d059ce98caed05ef75424a311860303e78767b8 |