Stable non-cryptographic and cryptographic hashing functions for Polars

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for ion-elgreco from gravatar.com ion-elgreco

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers

Project description

This plugin provides stable hashing functionality across different polars versions.

Examples

Cryptographic Hashers

import polars
import polars_hash as plh

df = pl.DataFrame({
    "foo":["hello_world"]
})

result = df.select(plh.col('foo').chash.sha256())

print(result)

┌──────────────────────────────────────────────────────────────────┐
│ foo                                                              │
│ ---                                                              │
│ str                                                              │
╞══════════════════════════════════════════════════════════════════╡
│ 35072c1ae546350e0bfa7ab11d49dc6f129e72ccd57ec7eb671225bbd197c8f1 │
└──────────────────────────────────────────────────────────────────┘

Non-cryptographic Hashers

df = pl.DataFrame({
    "foo":["hello_world"]
})

result = df.select(plh.col('foo').nchash.wyhash())
print(result)
┌──────────────────────┐
│ foo                  │
│ ---                  │
│ u64                  │
╞══════════════════════╡
│ 16737367591072095403 │
└──────────────────────┘

Geo Hashers

df = pl.DataFrame(
    {"coord": [{"longitude": -120.6623, "latitude": 35.3003}]},
    schema={
        "coord": pl.Struct(
            [pl.Field("longitude", pl.Float64), pl.Field("latitude", pl.Float64)]
        ),
    },
)

df.with_columns(
    plh.col('coord').geohash.from_coords().alias('geohash')
)
shape: (1, 2)
┌─────────────────────┬────────────┐
│ coord               ┆ geohash    │
│ ---                 ┆ ---        │
│ struct[2]           ┆ str        │
╞═════════════════════╪════════════╡
│ {-120.6623,35.3003} ┆ 9q60y60rhs │
└─────────────────────┴────────────┘


pl.select(pl.lit('9q60y60rhs').geohash.to_coords().alias('coordinates'))
shape: (1, 1)
┌───────────────────────┐
│ coordinates           │
│ ---                   │
│ struct[2]             │
╞═══════════════════════╡
│ {-120.6623,35.300298} │
└───────────────────────┘

Create hash from multiple columns

df = pl.DataFrame({
    "foo":["hello_world"],
    "bar": ["today"]
})

result = df.select(plh.concat_str('foo','bar').chash.sha256())

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for ion-elgreco from gravatar.com ion-elgreco

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers

Release history Release notifications | RSS feed

0.5.0

0.4.9

0.4.8

0.4.7

0.4.6

0.4.5

0.4.4

0.4.3

This version

0.4.2

0.4.1

0.4.0

0.3.3

0.3.2

0.3.1

0.3.0

0.2.4

0.2.3

0.2.2

0.2.1

0.2.0

0.1.2

0.1.1

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

polars_hash-0.4.2.tar.gz (18.8 kB view hashes)

Uploaded Source

Built Distributions

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ i686

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ i686

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ i686

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded PyPy manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.13 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.13 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.13 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.13 manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp312-none-win_amd64.whl (3.0 MB view hashes)

Uploaded CPython 3.12 Windows x86-64

polars_hash-0.4.2-cp312-none-win32.whl (2.6 MB view hashes)

Uploaded CPython 3.12 Windows x86

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ i686

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp312-cp312-macosx_11_0_arm64.whl (3.0 MB view hashes)

Uploaded CPython 3.12 macOS 11.0+ ARM64

polars_hash-0.4.2-cp312-cp312-macosx_10_12_x86_64.whl (3.2 MB view hashes)

Uploaded CPython 3.12 macOS 10.12+ x86-64

polars_hash-0.4.2-cp311-none-win_amd64.whl (3.0 MB view hashes)

Uploaded CPython 3.11 Windows x86-64

polars_hash-0.4.2-cp311-none-win32.whl (2.6 MB view hashes)

Uploaded CPython 3.11 Windows x86

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ i686

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp311-cp311-macosx_11_0_arm64.whl (3.0 MB view hashes)

Uploaded CPython 3.11 macOS 11.0+ ARM64

polars_hash-0.4.2-cp311-cp311-macosx_10_12_x86_64.whl (3.2 MB view hashes)

Uploaded CPython 3.11 macOS 10.12+ x86-64

polars_hash-0.4.2-cp310-none-win_amd64.whl (3.0 MB view hashes)

Uploaded CPython 3.10 Windows x86-64

polars_hash-0.4.2-cp310-none-win32.whl (2.6 MB view hashes)

Uploaded CPython 3.10 Windows x86

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ i686

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp310-cp310-macosx_11_0_arm64.whl (3.0 MB view hashes)

Uploaded CPython 3.10 macOS 11.0+ ARM64

polars_hash-0.4.2-cp310-cp310-macosx_10_12_x86_64.whl (3.2 MB view hashes)

Uploaded CPython 3.10 macOS 10.12+ x86-64

polars_hash-0.4.2-cp39-none-win_amd64.whl (3.0 MB view hashes)

Uploaded CPython 3.9 Windows x86-64

polars_hash-0.4.2-cp39-none-win32.whl (2.6 MB view hashes)

Uploaded CPython 3.9 Windows x86

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ i686

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ ARM64

polars_hash-0.4.2-cp38-none-win_amd64.whl (3.0 MB view hashes)

Uploaded CPython 3.8 Windows x86-64

polars_hash-0.4.2-cp38-none-win32.whl (2.6 MB view hashes)

Uploaded CPython 3.8 Windows x86

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.5 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl (6.9 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ s390x

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (9.0 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ppc64le

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (6.7 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ i686

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (5.9 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARMv7l

polars_hash-0.4.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (6.0 MB view hashes)

Uploaded CPython 3.8 manylinux: glibc 2.17+ ARM64

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page