polars-distance

Polars plugin for pair-wise distance functions

These details have not been verified by PyPI

Project links

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

These details have not been verified by PyPI

Project links

Release history Release notifications | RSS feed

0.5.0

Nov 1, 2024

0.4.3

Apr 2, 2024

0.4.2

Mar 24, 2024

0.4.1

Feb 19, 2024

0.4.0

Jan 27, 2024

0.3.2

Jan 21, 2024

This version

0.3.1

Jan 2, 2024

0.3.0

Dec 21, 2023

0.2.0

Dec 19, 2023

0.1.5

Dec 8, 2023

0.1.4

Dec 7, 2023

0.1.3

Dec 7, 2023

0.1.2

Dec 7, 2023

0.1.1

Nov 22, 2023

0.1.0

Nov 5, 2023

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MD5	`2e71a12ecbc84a425c8e28c2e05509a6`
BLAKE2b-256	`00223ee89bf0abca50d96813157824a2ee461909632050133a59b2a651d9489a`

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`4fab85c0df7dc557964ddd8dd68601197c7b69b9e38f58c89a692baeba71632f`
MD5	`b8f77791c49c8c7cbd4aa8d46c04cb82`
BLAKE2b-256	`417f7abc8bdf618341459cd8e92bf2b2693d05e22d63022bd2d714e4c8bf8288`

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`ea72f8267530d597f75f21c8e47a51be79c9090e982420e7eaccde088c1c1353`
MD5	`bdbb59ba31cbc72536647461a5e79a23`
BLAKE2b-256	`c36ca85c0806ccab1eb5d74fe8a811b58645cdf777c9fbe7667cacca9d0c14e9`

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`aff0fd029601103caffdae834dcbb319e5951ca04819e6cbecf310e5a1ad75ca`
MD5	`5a66fd7d5b6399877df8442c4e46807f`
BLAKE2b-256	`dfe68fd1e5739a94dc3edfdee4baa357ef9c76298a84db57da7162267987b6d2`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`5e789ae17fcd58f4ac5f726914ab4bbabba6bd966677a59c1172353b321ffbd8`
MD5	`b9fd18430ee3a987d6ddeb69c7e196a9`
BLAKE2b-256	`1a235393475aedf963f4b63167a597963d20fa13551097b8aed1eda2141e8669`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`ddbef7b5b38f49d0d0d0e600fae2875a9e715b067723bacf0f36645357547c89`
MD5	`85de3c8b697691b75e96e05ceddd0727`
BLAKE2b-256	`94f0f8af3dd42e5502dc9f7ea45fb3df70ded89387f7d96fb49f572cec15a58c`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`51e5cb55ead63c5ecf7cb44f58dc53bec497780f93cdaf05ff06691e62cdc22f`
MD5	`4b43868d8e027d5997f5a8b6ff44a728`
BLAKE2b-256	`c0798d91084f77819a861ca487417c0b1c845eb5ffbbeb5c022661a004f59a55`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`4785decd40ca31c24164da2f67a1c50927df159433ef92f6145aa22cab84bcdd`
MD5	`f84d01cd22805f239555ccf276692cf3`
BLAKE2b-256	`2a7d49e09df1dcd2698ab6385a6dfd1a1360f9339925cd5288bbffc9ac3318a3`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`6ced7bd07c4e0563952d4a77c288d0c6f79fc057de7e0311ac71428209fe9328`
MD5	`de849c68f8d9c059279c26827c610be7`
BLAKE2b-256	`3ca6953014ed708de16f3f040a0dfd63bc18b8ced1cd18bd456130b7770c99ee`

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`345a96adf7a70da4bc418181f6b503847bb58edba8daa9368ed63ff9dd5aea0c`
MD5	`8e429b2f6d713e035b0d57bdf14c79bc`
BLAKE2b-256	`f3419f49a070489bca14791ab5a76d419daffe439a548ff73e72e607ed482dfc`

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`ed142f7037027cc6317f9e9f64693f78340f81c26fd45e5a3c6a2f108bf0d933`
MD5	`2e046f0c85d56f9f43820ef2905b5a26`
BLAKE2b-256	`7714a9a13be315005eeeaa330d9dec5926351b0c661f499b4796a3c3c9a94b42`

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`9f3e3634c5c517cc654a3fa47712906a4aa38eca560c1ef2d47fc38550fe2542`
MD5	`f3b8c4fb42d76cae7d190f813dfb8a6d`
BLAKE2b-256	`ec07a64a587a9505d7b1a59872003e3c339e641a94b45ffc2082ae60dbf02102`

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`2170c494be3eca01e9f53c19d25fd0243497089014e9cef01ad7f84b8c1c9902`
MD5	`436df35d78a036f5d3e2dcc5f57998c4`
BLAKE2b-256	`d9f6b4420221dd271963396bdf8fb883501c68f97d3a9acb41363dabef2eb746`

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`518a9d7a7af6d60e6cc569f8b48c230a9c5c9afdfa9fc84887228ae3922b17cb`
MD5	`53839c1b9b43286636aca5defe4a9232`
BLAKE2b-256	`b9d34a9dc71b43f1dbca58814c94a7b2ee9a685f97ce5c50467b075db3cf40f3`

Hashes for polars_distance-0.3.1-cp312-none-win_amd64.whl

Hashes for polars_distance-0.3.1-cp312-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`bf06938a9ef924d43cc3a8584e63bd8dc5c534d57219bf6033955addf6e5d815`
MD5	`b47ebfc4a3e61dc4eb1cea9a9f03657f`
BLAKE2b-256	`f3080827472e81aa81aa9cf5704d401789c7ffdaea6bf9eb3f082fa7a73ab297`

Hashes for polars_distance-0.3.1-cp312-none-win32.whl

Hashes for polars_distance-0.3.1-cp312-none-win32.whl
Algorithm	Hash digest
SHA256	`6d6149023155e79511f7f5b7e9206f9382283410ab5a2643aaba5857fbc3c7f2`
MD5	`ae72cf35c8a64ab94f4ddcdddba9443b`
BLAKE2b-256	`8d600b6246139bc9a0d43e63ff4c624017e0cfe00628d78a66eda85271e61764`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`52e680be2fbdb0119c7e8d4b720816cf016a48544a9e6d93fd17ad5594078b0f`
MD5	`c00e94b24e0f4131947f0f2c7526da7c`
BLAKE2b-256	`15b4b1bd5aa2ea42ffe5422648bf3ebb20e8a9ebc472a954e2bf2abaf3fd5a35`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`3270f635265d67d3b148da212d85958f77cc7c7987577d71e7708070901e6868`
MD5	`16c5ced5e57bb94726ca0e4e205509d7`
BLAKE2b-256	`308673e8c860abce105a6b2bf3a4a3d1981f284ea6d99b978865905e7e99566e`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`b0deebfd11f2e106dd9667476ff8a5a30d265c143d3cd764a019154ad3cf41e2`
MD5	`2703592f5a63946765c2cd100bee0526`
BLAKE2b-256	`8f61725a577b18ce666c4b68ec61a42c1257b32418df004b197a413eb1316dd9`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`494eaa8c30c6273335308e3a168fc553dc60718320adb975678913e22eaa6df5`
MD5	`78c2268211a27d882ae1a8149311615d`
BLAKE2b-256	`ecd2dfecfe96faaefb644589be41cf9e60cf54576f1ee70e93ffde21a6a6c5b6`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`aa81475a5b7e37669668054396a1d1fc61ea35bfadf1d4c97c2562f6a2389ce3`
MD5	`1cf3f59af6027f9f3fa415069ffd4a1f`
BLAKE2b-256	`43eab9de7d4dff422784285d37a17ecada567a5690a095d58bb79747be31f840`

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`b52cc01bd4877c36778adf6ccc2456e6440814593b520d762b665fa642936e2b`
MD5	`07d072e25b75799917c37ecc1c973f09`
BLAKE2b-256	`e63b8d1061a9e906616f09e823411171ea16cc86f1c4b0ad7aea40ccd2bdfca3`

Hashes for polars_distance-0.3.1-cp312-cp312-macosx_11_0_arm64.whl

Hashes for polars_distance-0.3.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`0acd0558922300efca332872e8f24d1567103618a0259b32ed16a1a3ee34289f`
MD5	`81ff581b8fadad28396c3aef0c6efaba`
BLAKE2b-256	`d6dd6ebe30b425cd6c216bfdc469d3515a6cd9902032730170caf30c6509cc06`

Hashes for polars_distance-0.3.1-cp312-cp312-macosx_10_12_x86_64.whl

Hashes for polars_distance-0.3.1-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`4c55c982714260683bc95a0af023e1c3430364a5d34abfa07b3cdb8fe7dd9762`
MD5	`6bca84612e6d9ef72be13d6426817f95`
BLAKE2b-256	`c36166af70667803e499d74548e9215942db5de537d5cf5b7b38b8abb8190708`

Hashes for polars_distance-0.3.1-cp311-none-win_amd64.whl

Hashes for polars_distance-0.3.1-cp311-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`23c943d17beff66b97705f78270ef108b2d79c70283c49c07e88289ac7e41513`
MD5	`d30e4a3642af2da1efa4b786b6e80a78`
BLAKE2b-256	`a557b76aa935fde47d45ca873037f8d79766abbd1e17172fb77b369c14cad98b`

Hashes for polars_distance-0.3.1-cp311-none-win32.whl

Hashes for polars_distance-0.3.1-cp311-none-win32.whl
Algorithm	Hash digest
SHA256	`adb63bfe7d15409262f618a440a9dbd3365adbe07b36d7290db189a5683cc4d9`
MD5	`2b4df32d672d2a634af5a167478cd9ff`
BLAKE2b-256	`53fc2eb707ccca61f9a944297733ba7d8dad6b672d0fc55ff1c4c7ed0300d57c`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`6149f5c12f76ac0a5dd3a4ea7addfd159d8c4edee032a92891d2bb54dfd5d694`
MD5	`e13baef40875e7351618bf387f32d76a`
BLAKE2b-256	`a0a41aa2b0a531a098fb745f50ffedd525c9d70e781845cc7371272d66751976`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`2592d1f05f79f2c6b447bda5a0bb2e44aeb91b92854a2b3e389cb1f9b0da43aa`
MD5	`793fb683e62ec78ebdffd0bc9c20fb44`
BLAKE2b-256	`1c74bf530d781eb8e781427f13c2fa45f786c991d2e384bdcec88c7f8cdd85a0`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`c55c2975427bad43d99b86155d84be32f108e7b44197f805b1f7adae6e784bfb`
MD5	`5bda94a6e0dfa2cc7ba5d449e1e64b77`
BLAKE2b-256	`c6bc75d70b1d4a8666df556b815716ee6f2faffc7601b2f438ec8ec53e61ad36`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`0803edadce5dbba2962fe3afc878312c1a2795ac67f68a669afb1c7602da88ee`
MD5	`d31f37cb9f2f64e28bf6c64db5541f5a`
BLAKE2b-256	`2846e0276469974612912cec0d7048dc190fa58917080f2cf5830ad9531b8694`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`71a3cdcea291e62a221d4dede00617e5a95e2d0074784def9ccfce89e039760b`
MD5	`fdb7da1a8fe8529e44285ef5ccee4a99`
BLAKE2b-256	`19db915882f796bf549ac302630102e331128aca7bce18ae054434d99ee428b8`

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`e8e366314471888d88f0fc8f2ff9fa6f34eabc2d71dae877fd51e021e292dac2`
MD5	`401795a6dd9bedfe17d82d84de2b6d09`
BLAKE2b-256	`3e7fcf2d3e19364011d895e00ec4c0126099454156256c76de245191d9765a9f`

Hashes for polars_distance-0.3.1-cp311-cp311-macosx_11_0_arm64.whl

Hashes for polars_distance-0.3.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`3cc54802a1e03dd33a16b0d683b0b5048459dc3d48b19b28e66a3ebc6403899b`
MD5	`eb26b7cfd3b54f57943709890b642d57`
BLAKE2b-256	`357a63162d153371a559d384f7747dfdd9277a981dae79713368b7a0410f6188`

Hashes for polars_distance-0.3.1-cp311-cp311-macosx_10_12_x86_64.whl

Hashes for polars_distance-0.3.1-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`34931fcd6261b9c0e2e9447c801c3fde921c6a0f89e843737985357a4b7b7cbf`
MD5	`b8c633c4345d79a8fa06bbcb1b32b0a1`
BLAKE2b-256	`830a4e0d0bd8f768bb997bd0a345d508a7cf1bb1e2bdccb77f539736c5079e4d`

Hashes for polars_distance-0.3.1-cp310-none-win_amd64.whl

Hashes for polars_distance-0.3.1-cp310-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`0d2e835269adff3b4a4e2280d012f10ff509edde5415d2426011ad7547d5c766`
MD5	`559a37795ce14f243160e9eba5caefb1`
BLAKE2b-256	`e6b556256a633463e1903e530f7390b2b7ff6c778f23eab4747779bd4b603a63`

Hashes for polars_distance-0.3.1-cp310-none-win32.whl

Hashes for polars_distance-0.3.1-cp310-none-win32.whl
Algorithm	Hash digest
SHA256	`32c5adbb80f988c22502f271228092a012a38e93ee743d0bacf3cb3c05805b4f`
MD5	`928acab88b99b990c0fe4375cb56cd2d`
BLAKE2b-256	`6c0f78a10cf21674df2cc08a965bebb99c1d27ff918fe0794154d46dbc6d6c3e`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`e9ebf93f8669bf5bb9c6569b75f91aa72a215d5dd2c13b698bf55bb65f877856`
MD5	`37838d8e21694b7b41bf1bca012b012c`
BLAKE2b-256	`1aafebf700a5b970b4277f53d0438571f45926ba900502996d9ae717e893d9bb`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`476daa578dd9331072a0be9347ad69702704cf28ecd3a81dc6e0f3776e521547`
MD5	`e6e6a305c169d597af166d1e8636e283`
BLAKE2b-256	`703bbab01a9381c8848c46f20bf54381997ad30c99c5819a9c2ed936246fea63`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`e059ed8c6c561e8ecce0284b9348d19da74dc12ecb9117b220209579e9c14ab8`
MD5	`e0694b40132b47d00fbf447296e3e4cd`
BLAKE2b-256	`99ef3b482ac6d3b02c9b344b2727dfab501c56fa447ac813610241a5804e2c23`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`04c0e227aaf2f3aa337e9bcc33eb0477b06e59c2886c52db8b00d211b1b46ef7`
MD5	`398650dfacc71f2bc210df4ea899ac05`
BLAKE2b-256	`9d007099a050b55ce2e59ae198c7086a3d9e0c169c30827eeb7f40cbe7818aa5`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`f30630894f1ee89ccbeaadeeda314413a2cb80edb6bdbcfb9ceeda1731c9dd12`
MD5	`a7fbdbc98c6d5c1b2bfc268ba3e4d6f3`
BLAKE2b-256	`0580fced0ffb33f22a84efe8e58f492b12d60f744c43087d30fc89038caf87c2`

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`b9d7f2c40dfd76a28f50b999db5107c43171f834b29c425819fea2c81fd574b0`
MD5	`da808e0a3a80e0c243ee2b73157f31f0`
BLAKE2b-256	`1528b5fa54f5a9c7464f056c5586b2b1e78e5847607d8ea26b4c06ffa99d62dc`

Hashes for polars_distance-0.3.1-cp310-cp310-macosx_11_0_arm64.whl

Hashes for polars_distance-0.3.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`31baee7b433bf90faf654ebe5b5a00e4fac83813ef8f3d014468c9fe9b0f7049`
MD5	`10706194903e6fe862002c8fe1dd96bc`
BLAKE2b-256	`f4665722b00d610c08433963052503f6ddb03fd7d63025db7c62ea65baa17ffe`

Hashes for polars_distance-0.3.1-cp310-cp310-macosx_10_12_x86_64.whl

Hashes for polars_distance-0.3.1-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`728413359bd9b5aa86f3254dad1413e6947885ebb1f811aaaae352dd95bb698a`
MD5	`9a907a5eed6e51f1de20ab68fbbdb68a`
BLAKE2b-256	`ffa7f038d7663b3aa7fd261cda2ffea77bf6384c91602e83ae52dc829bc978fb`

Hashes for polars_distance-0.3.1-cp39-none-win_amd64.whl

Hashes for polars_distance-0.3.1-cp39-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`2d08c006ced3db57910d2f57069f3b57a1fba8bf9d88c2e1c52de118e0ebe712`
MD5	`2953ea6a82841f277454a365cd9fbeec`
BLAKE2b-256	`7396028bb0459426ea00527199a13c1ec30bbbb4e75beb21e50e70d397853649`

Hashes for polars_distance-0.3.1-cp39-none-win32.whl

Hashes for polars_distance-0.3.1-cp39-none-win32.whl
Algorithm	Hash digest
SHA256	`f3ef7eccb2affe8ea541a2b73273bb507c099694b1c8a7c66b8f2735bd1325a2`
MD5	`9f0ceb232d47ed0903cc28c32f2146a3`
BLAKE2b-256	`ae25834199190454292e0e7826b03e4678ba89023a8d477fa13f6a805e2c561a`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`359aa1ca1ce0bcd145baeb2e6246522cc47ef70266fb242f9756dfaa859f2ce0`
MD5	`c4711c2cb37668289980cc36513c6969`
BLAKE2b-256	`4b1ccaa7e23c34a7d4a086dd9e1298e3a67849196cb4366b08bdfee3f4678f6d`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`d2f3e1447b86a7bb2a4783f088a5c01a46c819b0a6adc6528c9c79d8833c7de3`
MD5	`dd5138bc4bd72567159b16760bc61577`
BLAKE2b-256	`5b0bbe86d207fcbfcfefdc980833624695ae2227c47f1cf1949e89493fa6df1c`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`62b87a37b302dfa51b1c393dc00e4b479e6584d87d01ba078f86478ffa13531d`
MD5	`4e76c5f9e7261a3f9bdd11aabe162d48`
BLAKE2b-256	`7ad0a9bc54ffc92919d91527756abb8e7fbfe449677d9043067981c9121111cc`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`202ce5788de53d5b991ac718299640f245d1b7eaeb38a9caf05ac8fb9e83fb4c`
MD5	`1971df5448e49ad5b2a0cc092b863e99`
BLAKE2b-256	`70ceb08df167b3fae6cdc15b5a29423e603d4a82d7624072c7c35281ac77a5d6`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`9d102294a5b7fdc3e5b891b1072e1398102a762aaccc8b33dc72112ed023847d`
MD5	`33b3763080d8c2a83a2fecc764f3ef26`
BLAKE2b-256	`b8e9dde7b7281ae11653daad0d95c2511648500a4398931bc0e0fa7da61e2bf3`

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`c3ab84aa6f5e3825077ed25c73ad7389c5dbbc57e9a46c35c34acba8dc9b6266`
MD5	`a58f9ba58357cacd167c056a9b918677`
BLAKE2b-256	`5b04dbb3aca3399fec8ad06e9e3d336f231dd1247a7db84eeda73e8c69809355`

Hashes for polars_distance-0.3.1-cp38-none-win_amd64.whl

Hashes for polars_distance-0.3.1-cp38-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`d00c9e5190af4306be3f8a09c0e0db9c07818657818d6ef5ee1cfa396a7e1865`
MD5	`66685252a619feec14b49b9bd815d202`
BLAKE2b-256	`570b4e480aa18bf777fe2b0e9caf985c2a1f464730d22da2c972459f5ee7f349`

Hashes for polars_distance-0.3.1-cp38-none-win32.whl

Hashes for polars_distance-0.3.1-cp38-none-win32.whl
Algorithm	Hash digest
SHA256	`e753ca786a110e251b945e8da9096ca9651229e7ec12edb3f4821de74b8eaa34`
MD5	`01caa21bffd0f57f1e88b8b3bd0b3ab4`
BLAKE2b-256	`65ac7f6317a6db5d8085ae3dfec5144228973fb17bf76b5376dbbb4636ef9896`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`af64d63142a10b99a22acd9579a8bef7572357f9eed0e17f08d972f338b40629`
MD5	`9bbb8ecf454f3edc6242fc2efef6a431`
BLAKE2b-256	`46f4b1b10afa27f3ee33fd6baf50eb15ead5ae16884d96a33a318371bd510639`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`fd2f8d7115d4340e6ec951f067dabfd53d57f59e88473dc84b92f3cb1a01a897`
MD5	`a9dfaf680c90d78fe6816dc22c513406`
BLAKE2b-256	`eef6a771b30650c8babad28864ac8099f4cd2e6a36c797ac1778319315c4e361`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`70492c82900f70f6e343a024b7e19937621d76b7a0805c7b45c66f84b71c7847`
MD5	`6dc8091e928f8e9035316f026ded06f9`
BLAKE2b-256	`3464fbbafd71551647f7a7ebac9a3d847f71038278b37a1d3cb5208d1fa469f8`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`ecaf1e2cbc06ae91153d4683ccbc5dae28bbfff437eb634368569ec554a87c98`
MD5	`d12fc0350095e105a9bdbaa2726fc22c`
BLAKE2b-256	`91bd401f3d1bd8ce7f51c9da8fbb4c4f2df069e95d7f88df1bae51d40c3b0ff0`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`2048137ddea0d5eb27c3d29689babd895edaeb67bf94454e195c541fb3a0a91e`
MD5	`f0a5566db638c6c6bc1b9f4c7cf4f2c3`
BLAKE2b-256	`ef87aedd6842872ac1825105257aeb594633cfe4f8b95b94f7d0f43ea41f9b80`

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for polars_distance-0.3.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`8c8ea70babbb52a9cba27a94e0e08cddda0ccdddbbe86e3b234fa07456452c7f`
MD5	`c223f96c7ec051f927ac8e9e8a03d9be`
BLAKE2b-256	`ba564c0b8e96bc1d1d38d509b5ffc1ea4deddf937940cf5e7f8a557e0f2b199f`