rapid fuzzy string matching

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for maxbachmann from gravatar.com maxbachmann

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Max Bachmann
  • Requires: Python >=2.7
Classifiers

Project description

RapidFuzz

Rapid fuzzy string matching in Python and C++ using the Levenshtein Distance

Continous Integration PyPI package version Conda Version Python versions
Gitter chat Documentation GitHub license

Description • Installation • Usage • License

Description

RapidFuzz is a fast string matching library for Python and C++, which is using the string similarity calculations from FuzzyWuzzy. However there are two aspects that set RapidFuzz apart from FuzzyWuzzy:

  1. It is MIT licensed so it can be used whichever License you might want to choose for your project, while you're forced to adopt the GPL license when using FuzzyWuzzy
  2. It is mostly written in C++ and on top of this comes with a lot of Algorithmic improvements to make string matching even faster, while still providing the same results. More details on these performance improvements in form of benchmarks can be found here

Requirements

Installation

There are several ways to install RapidFuzz, the recommended methods are to either use pip(the Python package manager) or conda (an open-source, cross-platform, package manager)

with pip

RapidFuzz can be installed with pip the following way:

pip install rapidfuzz

There are pre-built binaries (wheels) of RapidFuzz for MacOS (10.9 and later), Linux x86_64 and Windows. Wheels for armv6l (Raspberry Pi Zero) and armv7l (Raspberry Pi) are available on piwheels.

:heavy_multiplication_x:   failure "ImportError: DLL load failed"

If you run into this error on Windows the reason is most likely, that the Visual C++ 2019 redistributable is not installed, which is required to find C++ Libraries (The C++ 2019 version includes the 2015, 2017 and 2019 version).

with conda

RapidFuzz can be installed with conda:

conda install -c conda-forge rapidfuzz

from git

RapidFuzz can be installed directly from the source distribution by cloning the repository. This requires a C++14 capable compiler.

git clone https://github.com/maxbachmann/rapidfuzz.git
cd rapidfuzz
pip install .

Usage

> from rapidfuzz import fuzz
> from rapidfuzz import process

Simple Ratio

> fuzz.ratio("this is a test", "this is a test!")
96.55171966552734

Partial Ratio

> fuzz.partial_ratio("this is a test", "this is a test!")
100.0

Token Sort Ratio

> fuzz.ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
90.90908813476562
> fuzz.token_sort_ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
100.0

Token Set Ratio

> fuzz.token_sort_ratio("fuzzy was a bear", "fuzzy fuzzy was a bear")
83.8709716796875
> fuzz.token_set_ratio("fuzzy was a bear", "fuzzy fuzzy was a bear")
100.0

Process

> choices = ["Atlanta Falcons", "New York Jets", "New York Giants", "Dallas Cowboys"]
> process.extract("new york jets", choices, limit=2)
[('New York Jets', 100, 1), ('New York Giants', 78.57142639160156, 2)]
> process.extractOne("cowboys", choices)
("Dallas Cowboys", 90, 3)

License

RapidFuzz is licensed under the MIT license since I believe that everyone should be able to use it without being forced to adopt the GPL license. Thats why the library is based on an older version of fuzzywuzzy that was MIT licensed as well. This old version of fuzzywuzzy can be found here.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for maxbachmann from gravatar.com maxbachmann

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Max Bachmann
  • Requires: Python >=2.7
Classifiers

Release history Release notifications | RSS feed

3.10.1

3.10.0

3.9.7

3.9.6

3.9.5

3.9.4

3.9.3

3.9.2

3.9.1

3.9.0

3.8.1

3.8.0

3.7.0

3.6.2

3.6.1

3.6.0

3.5.2

3.5.1

3.4.0

3.3.1

3.3.0

3.2.0

3.1.2

3.1.1

3.1.0

3.0.0

2.15.2

2.15.1

2.15.0

2.14.0

2.13.7

2.13.6

2.13.5

2.13.4

2.13.3

2.13.2

2.13.1

2.13.0

2.12.0

2.11.1

2.11.0

2.10.3

2.10.2

2.10.1

2.10.0

2.9.0

2.8.0

2.7.0

2.6.1

2.6.0

2.5.0

2.4.3

2.4.2

2.4.1

2.3.0

2.2.0

2.1.4

2.1.3

2.1.2

2.1.1

2.1.0

2.0.15

2.0.14

2.0.13

2.0.12

2.0.11

2.0.10

2.0.9

2.0.8

2.0.7

2.0.6

2.0.5

2.0.4

2.0.3

2.0.2

2.0.1

2.0.0

1.9.1

1.9.0

1.8.3

1.8.2

1.8.1

1.8.0

1.7.1

1.7.0

1.6.2

1.6.1

1.6.0

1.5.1

1.5.0

1.4.1

1.4.0

1.3.3

1.3.2

1.3.1

1.3.0

1.2.1

1.2.0

1.1.2

1.1.1

1.1.0

1.0.2

1.0.1

1.0.0

0.14.2

0.14.1

0.14.0

This version

0.13.4

0.13.3

0.13.2

0.13.1

0.13.0

0.12.5

0.12.4

0.12.3

0.12.2

0.12.1

0.12.0

0.11.3

0.11.2

0.11.1

0.11.0

0.10.0

0.9.1

0.9.0

0.8.2

0.8.1

0.8.0

0.7.12

0.7.11

0.7.10

0.7.9

0.7.8

0.7.7

0.7.6

0.7.5

0.7.4

0.7.3

0.7.2

0.7.1

0.7.0

0.6.8

0.6.7

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.3

0.5.2

0.5.1

0.5.0

0.4.0

0.3.0

0.2.2

0.2.1

0.2.0

0.1.1

0.1.0

0.0.8

0.0.7

0.0.6

Download files

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

Source Distribution

rapidfuzz-0.13.4.tar.gz (58.0 kB view details)

Uploaded Source

Built Distributions

rapidfuzz-0.13.4-pp37-pypy37_pp73-win32.whl (114.0 kB view details)

Uploaded PyPy Windows x86

rapidfuzz-0.13.4-pp37-pypy37_pp73-manylinux2010_x86_64.whl (273.7 kB view details)

Uploaded PyPy manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-pp37-pypy37_pp73-macosx_10_9_x86_64.whl (253.5 kB view details)

Uploaded PyPy macOS 10.9+ x86-64

rapidfuzz-0.13.4-pp36-pypy36_pp73-win32.whl (114.0 kB view details)

Uploaded PyPy Windows x86

rapidfuzz-0.13.4-pp36-pypy36_pp73-manylinux2010_x86_64.whl (273.7 kB view details)

Uploaded PyPy manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-pp36-pypy36_pp73-macosx_10_9_x86_64.whl (253.5 kB view details)

Uploaded PyPy macOS 10.9+ x86-64

rapidfuzz-0.13.4-pp27-pypy_73-win32.whl (78.2 kB view details)

Uploaded PyPy Windows x86

rapidfuzz-0.13.4-pp27-pypy_73-manylinux2010_x86_64.whl (181.4 kB view details)

Uploaded PyPy manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-pp27-pypy_73-macosx_10_9_x86_64.whl (153.3 kB view details)

Uploaded PyPy macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp39-cp39-win_amd64.whl (193.9 kB view details)

Uploaded CPython 3.9 Windows x86-64

rapidfuzz-0.13.4-cp39-cp39-win32.whl (114.0 kB view details)

Uploaded CPython 3.9 Windows x86

rapidfuzz-0.13.4-cp39-cp39-manylinux2010_x86_64.whl (4.3 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp39-cp39-manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp39-cp39-manylinux1_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.9

rapidfuzz-0.13.4-cp39-cp39-manylinux1_i686.whl (2.5 MB view details)

Uploaded CPython 3.9

rapidfuzz-0.13.4-cp39-cp39-macosx_10_9_x86_64.whl (280.5 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp38-cp38-win_amd64.whl (193.7 kB view details)

Uploaded CPython 3.8 Windows x86-64

rapidfuzz-0.13.4-cp38-cp38-win32.whl (113.9 kB view details)

Uploaded CPython 3.8 Windows x86

rapidfuzz-0.13.4-cp38-cp38-manylinux2010_x86_64.whl (4.3 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp38-cp38-manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp38-cp38-manylinux1_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.8

rapidfuzz-0.13.4-cp38-cp38-manylinux1_i686.whl (2.5 MB view details)

Uploaded CPython 3.8

rapidfuzz-0.13.4-cp38-cp38-macosx_10_9_x86_64.whl (280.5 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp37-cp37m-win_amd64.whl (194.0 kB view details)

Uploaded CPython 3.7m Windows x86-64

rapidfuzz-0.13.4-cp37-cp37m-win32.whl (113.9 kB view details)

Uploaded CPython 3.7m Windows x86

rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_x86_64.whl (4.3 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp37-cp37m-manylinux1_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.7m

rapidfuzz-0.13.4-cp37-cp37m-manylinux1_i686.whl (2.5 MB view details)

Uploaded CPython 3.7m

rapidfuzz-0.13.4-cp37-cp37m-macosx_10_9_x86_64.whl (280.5 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp36-cp36m-win_amd64.whl (194.0 kB view details)

Uploaded CPython 3.6m Windows x86-64

rapidfuzz-0.13.4-cp36-cp36m-win32.whl (113.9 kB view details)

Uploaded CPython 3.6m Windows x86

rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_x86_64.whl (4.3 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp36-cp36m-manylinux1_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.6m

rapidfuzz-0.13.4-cp36-cp36m-manylinux1_i686.whl (2.5 MB view details)

Uploaded CPython 3.6m

rapidfuzz-0.13.4-cp36-cp36m-macosx_10_9_x86_64.whl (280.5 kB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp35-cp35m-win_amd64.whl (194.0 kB view details)

Uploaded CPython 3.5m Windows x86-64

rapidfuzz-0.13.4-cp35-cp35m-win32.whl (113.9 kB view details)

Uploaded CPython 3.5m Windows x86

rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_x86_64.whl (4.3 MB view details)

Uploaded CPython 3.5m manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.5m manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp35-cp35m-manylinux1_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.5m

rapidfuzz-0.13.4-cp35-cp35m-manylinux1_i686.whl (2.5 MB view details)

Uploaded CPython 3.5m

rapidfuzz-0.13.4-cp35-cp35m-macosx_10_9_x86_64.whl (270.4 kB view details)

Uploaded CPython 3.5m macOS 10.9+ x86-64

rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_x86_64.whl (2.4 MB view details)

Uploaded CPython 2.7mu manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_i686.whl (2.4 MB view details)

Uploaded CPython 2.7mu manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_x86_64.whl (1.5 MB view details)

Uploaded CPython 2.7mu

rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_i686.whl (1.4 MB view details)

Uploaded CPython 2.7mu

rapidfuzz-0.13.4-cp27-cp27m-win_amd64.whl (113.8 kB view details)

Uploaded CPython 2.7m Windows x86-64

rapidfuzz-0.13.4-cp27-cp27m-win32.whl (77.9 kB view details)

Uploaded CPython 2.7m Windows x86

rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_x86_64.whl (2.4 MB view details)

Uploaded CPython 2.7m manylinux: glibc 2.12+ x86-64

rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_i686.whl (2.4 MB view details)

Uploaded CPython 2.7m manylinux: glibc 2.12+ i686

rapidfuzz-0.13.4-cp27-cp27m-manylinux1_x86_64.whl (1.5 MB view details)

Uploaded CPython 2.7m

rapidfuzz-0.13.4-cp27-cp27m-manylinux1_i686.whl (1.4 MB view details)

Uploaded CPython 2.7m

rapidfuzz-0.13.4-cp27-cp27m-macosx_10_9_x86_64.whl (165.7 kB view details)

Uploaded CPython 2.7m macOS 10.9+ x86-64

File details

Details for the file rapidfuzz-0.13.4.tar.gz.

File metadata

  • Download URL: rapidfuzz-0.13.4.tar.gz
  • Upload date:
  • Size: 58.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4.tar.gz
Algorithm Hash digest
SHA256 798ed7d147023cc326b3333595e8ba33a403e6c1867156245347535903c15ac5
MD5 d56ac55d9d0e5e903a255f5622b493a9
BLAKE2b-256 d31bf4221a2c73727230c86f9be6a45da1ee9777850c6966cb9f9b0ff539dbb5

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp37-pypy37_pp73-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp37-pypy37_pp73-win32.whl
  • Upload date:
  • Size: 114.0 kB
  • Tags: PyPy, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp37-pypy37_pp73-win32.whl
Algorithm Hash digest
SHA256 a2d8443ac4f96d746020b17430b037d7392e1865b2460ac3cfd6150dd6dad601
MD5 ef62f949d48667a16ee5f58ae446cb06
BLAKE2b-256 ee48e91e003347c639fa396976291a26a4c5401d1be19dba17f7c979f4149af8

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp37-pypy37_pp73-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp37-pypy37_pp73-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 273.7 kB
  • Tags: PyPy, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp37-pypy37_pp73-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 97cf08a69bb2e930cd333f623ffd064704f290a18d0c4c0077375d253578c1f1
MD5 10ef4b4d70723fc7f6576ccf3f9dfb2f
BLAKE2b-256 02058dbdaf13ed9c9e039006c2a53ebead3e7c3cc236eca59afa24a49a466cc7

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp37-pypy37_pp73-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 253.5 kB
  • Tags: PyPy, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 df2ff82b617fe15dd923c27a8ca0d82e4e4df319cdb31121f6e3581f22ed6f81
MD5 78e7918c198a08751de37eeb781421c2
BLAKE2b-256 9d150106ce049c488e3e4bdc649d526f99709ccca3607f431c3c8fa183b64181

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp36-pypy36_pp73-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp36-pypy36_pp73-win32.whl
  • Upload date:
  • Size: 114.0 kB
  • Tags: PyPy, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp36-pypy36_pp73-win32.whl
Algorithm Hash digest
SHA256 9056670c4972e4b5f2ad2954462c9ef199f30efbff1ded1d3d79b6b57794e09b
MD5 97eb2f7845f1acb9ee13feb19acd6162
BLAKE2b-256 385b80cc38507a9a56e3023e3ad78da9dd9b5df378a91662249af87543b4d729

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp36-pypy36_pp73-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp36-pypy36_pp73-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 273.7 kB
  • Tags: PyPy, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp36-pypy36_pp73-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 7d64f59a5bd5a58ab613a8b316fcd3678afb89c36675591a5d291c8fecc46796
MD5 3705f3273833e036b8425db67b99c23f
BLAKE2b-256 95e6741ce71ccff48c301a36bf64dc16c2f57d9dcc1994f5aef6bb733e0a88af

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp36-pypy36_pp73-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp36-pypy36_pp73-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 253.5 kB
  • Tags: PyPy, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp36-pypy36_pp73-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b5db5060bb90d72b49d66e87d4d009c8b2edd6af0c84da59465b1e6484a3a3f7
MD5 c2d7663947be38b7b0f1aaeea65c5f5d
BLAKE2b-256 f7c8f7bd57660253ca23a72858d66b2d129a1a25476dd1b150f5ae55bf296de6

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp27-pypy_73-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp27-pypy_73-win32.whl
  • Upload date:
  • Size: 78.2 kB
  • Tags: PyPy, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp27-pypy_73-win32.whl
Algorithm Hash digest
SHA256 f5083eb255850324d6ce9a636b689c39ed2128d28e86a7162ffc64230987bb8e
MD5 852fecc113ea878b0dda2e53e578857b
BLAKE2b-256 0e95f74f678d9c5d4b582b48c5ddff1dbf7ad9435546eeea8d96a9ce59dd79cf

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp27-pypy_73-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp27-pypy_73-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 181.4 kB
  • Tags: PyPy, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp27-pypy_73-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 f596206c1e5b473342d3174c07b5ed1158330811e936dd4890b2d12ba0301099
MD5 0487f4a8e6bce60c1f9c902511a36a6f
BLAKE2b-256 dd6c146fa5adbc20b4cf68fa3bd16c25c51051fd782f7de3fa0aea13a9341d0e

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-pp27-pypy_73-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-pp27-pypy_73-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 153.3 kB
  • Tags: PyPy, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-pp27-pypy_73-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 d550e3377047de0513f9ea3aa1d8730c4974372edbe90a74d1e401db1f29cde4
MD5 14a27c82f573c26b2b051e6f7e1c3aae
BLAKE2b-256 f456f46133f4e80b928f6c6c34356880eba985b3de1297423e7f66c54e538a3d

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 193.9 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 69907c6e1ba9d54245bd69e7dd8417959b317f242f58622297bce1c945315cc8
MD5 c731127c532c8fe259acc008a32b13c5
BLAKE2b-256 3645305d3b3fb67201eda444f3649d5262a8a09e2b42f11a7a133cb14088aaa4

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-win32.whl
  • Upload date:
  • Size: 114.0 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 62a4cc5f9a9bf012f683f04ee9cb09d7ad370eca555e83a8a079d570d1613e03
MD5 296a910643282d0c5425d3c7dc22ea1f
BLAKE2b-256 fe1995bf8d55674bda71cb3c0ce9515bc64efdb4312ced66bd1e04e68b2ffb5c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.9, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 cd1472bf7bd1648562341e9affdff16ef4fd043caaf86a8cce48b2215e6547ba
MD5 500839337566df3fa2c20bfd971c411b
BLAKE2b-256 ae753f35f6311909aeedbc630132b689e1c9c39ba93f5f68a8f06ba3715e6824

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-manylinux2010_i686.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.9, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 c49510e9d48a5703532ed37a2675ca967182cbc2704f9a2a0176f50cfe252e67
MD5 817faefab0d23fa9d7a9fea0044fd9a2
BLAKE2b-256 21b8c24c2fa9aa4cf449d5387396be7b8affb17c24d262b00ca1759f2d370805

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.9
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 10b2869c685616bae9712e9e11569aa49888eef901e10224f415a6e30ea2d63d
MD5 a5b22b093e1b4b47b07735667a5b3032
BLAKE2b-256 a9eaceee5d87ea6c913e15e60aa0af0fed1dec17de4f161f91e68caa22b177a5

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-manylinux1_i686.whl
  • Upload date:
  • Size: 2.5 MB
  • Tags: CPython 3.9
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-manylinux1_i686.whl
Algorithm Hash digest
SHA256 95d82adf4095b1df5b95b44f4d7b0ec8fd3fd1761168dcc2867f9c8068b175fb
MD5 f2830cc1005f19b228ec4756068fa2a9
BLAKE2b-256 53267c38912a1c9d71a5ef9b0b35a020b784dde106a2e4ba8f19363df7c0dbcf

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 280.5 kB
  • Tags: CPython 3.9, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 71686f0167045fb712a55e791a16f84666c2634432805ad870ce67264b420189
MD5 6789ebc81d27f72df3a34c0991c2524e
BLAKE2b-256 c8e9ae7084d25dedb4604a918defcf6b75d6cd01cf82d5fe025dbbc2c2aabaa0

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 193.7 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 daa4634f3c4e6ceac51fdc5e82b680d1309b9cb5f1d44629d971bf652d7c3fae
MD5 27b2de224c962148dfdf17ce1376f36f
BLAKE2b-256 25631b36e85cdaa84b9023734f6cc345d0ba60c77c3892264d0815cf4ab9de23

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-win32.whl
  • Upload date:
  • Size: 113.9 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 2424a45cdaece1298a29858d29c40f542e8399bf86f45ad8b53cde01c0e21b8d
MD5 f40f1c9cb41888490be16456bde48276
BLAKE2b-256 0959b1120f64e5ec787b0612268f5907c9775dc88a811c99ff6966e010964211

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 f34201a925808bef584e7b0238b1de9d5ee268ccd6979d56790469144133491c
MD5 bfe284b024c4ce986c330a071e19de94
BLAKE2b-256 103d61d6fa296fb2b49587746b875915625f26e0f795cbbbf03c6978d9796227

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-manylinux2010_i686.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 2dda7b8058d1a8347d9a5c7b207c297f799c5aa1ea441ca028c8ff572e9ac19e
MD5 13316582063512d1cd673d0aa3e27a26
BLAKE2b-256 5b85d0e26fc83edc503b76adeaa6c80c57a25acf881b0cac5f17ef525de235d4

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 246dece036e3c79f5e52e6c03af756972cb1b52eadf5648de53cd79e7f722a94
MD5 c72aa1658ea9e7ba238e94722104c951
BLAKE2b-256 4c691e5f15c1fd81e74351143469fca5506632b7353de227e5115a9ea583f3da

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-manylinux1_i686.whl
  • Upload date:
  • Size: 2.5 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-manylinux1_i686.whl
Algorithm Hash digest
SHA256 976e48be96498a95dbe77309df39f222f24c16ebc348eb115dfdf7bdcec90811
MD5 b6d97da789b1054e1f14edf177057301
BLAKE2b-256 81d376f8225e3120f8fd31b2b28c0e0bc52920d703a2537828ab4d708ec42489

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 280.5 kB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 6e06c7b6ee45e47f2497da0a5aa9578f848da36e02a093660300a0aa463f8c63
MD5 6e4138c9256829e23c7877d1ff9fae09
BLAKE2b-256 213278ee81e1383bfdef8ff7b23b8fff696828b430796695c7af013ecf246489

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 194.0 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 8d40529c926291d17747308a6c38fd7199783f7641e1ef275ba068abd0f84d56
MD5 a5440551382b3b0d3dcee1f549895889
BLAKE2b-256 bd38eeb94005f0b8a77ed96fface32092a786daeea0cd29e06f4a215d721224e

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 113.9 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 cc1ba025e335759d9cf6544ff33352d08a90778a95ded900417a9bffbddbd6a9
MD5 0b4abc33b2591c425e99348011ec2649
BLAKE2b-256 bb120b18b6bef7ae2744ae56771768ff4cac9e2e936421a601b53c60a1fa4d4f

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 97286858783b24abb0d18a52659cf531856a511f7479914e52afe495443c310a
MD5 1b05111a8b2ed0b50a9157e7446f26b3
BLAKE2b-256 15ad6b1cc7bcf3a969ceebf166cd7828b6e6dfbcecec4f508bbebd7a0bef0d0f

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_i686.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 5600e7e4c24e9ed03315d4a90eb214754c38b31f2176f8cc8031323e9683c908
MD5 65ecbe88b3621191be22a9a28fbd8ac5
BLAKE2b-256 50392b29439d838b6d55b97a369a0c6188279fd689727b8b97684a7f400877e7

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 d20983f02fdea46409ce669d8c82517121e0290a235989635b9096dff5d941ac
MD5 77e4311192fcd11c7143a700a0f5b4a7
BLAKE2b-256 2a24e40dff6e79b7d9d2abbf73c01c66d59e85cd6dda42f899f18507c015a477

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.5 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 cdc249e3cbe431269e72551f70e92f8d279c46631c0ce08f4c0dcf5bfdc0bbff
MD5 374436acf0d2c219e14a7151ca966d91
BLAKE2b-256 550e8f7b786b20d782aad11b93a8b77887e1a1fe6d4a24d6fb140e421d084781

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 280.5 kB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 d63f27c5c24da0576af744e8a1a49ebc371a9575aba6e2379d29b8c483d99897
MD5 e02be48b2a91eb569b87236e2df7c920
BLAKE2b-256 b8593a53e4e5d330a28c3f1c9724f6135e35599c25480cfdc5d8d40bbaa9e77f

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 194.0 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 7248721108b2a95b8c28b45bb3b1085af84b2a8e1d1eee693185fd668d693f8e
MD5 63e62690d32f85ff7718d6ffe835e4f4
BLAKE2b-256 98da20e94cfc11cdd33180280f5373b564569efea8f20b28a3253dcb94c31519

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-win32.whl
  • Upload date:
  • Size: 113.9 kB
  • Tags: CPython 3.6m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-win32.whl
Algorithm Hash digest
SHA256 9cf9d499193b7999b401cfb46a0eebcae6e6dc9b867c77cee5af303a42a88716
MD5 c8ad4063fa1257c0a027c31816afebab
BLAKE2b-256 6e9781618377f93fbee2a1d8a1c5a89391f444aa3bcfc04c1d1b41da56f0c99a

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 ee16f12f075a118ce33a0fd1e9468ed7175462d9cb58f8782bab82ce572360a1
MD5 b344b045831e333c95e4c4379327338b
BLAKE2b-256 72196152a82e15ec13eb296aba338758827d9303789b46aac210d2f49c491e2c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_i686.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 5e313deeabc99ed99b6157556f1e52114c6e6da4a738cb1af975ab0de951fd85
MD5 f64c0820f2f83ba3bdc33c91131ba553
BLAKE2b-256 32bbac3689f449e4e459ecc8e36574a44aa7ac3ebc508bef48d27c798c2c1435

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 bdba3d1f1186699f5815454598aae0e2bc72b0e47765a25f269872da0bece744
MD5 b921b202944af3d1be28a62834ad6fa0
BLAKE2b-256 950902643c488f17b6c35a1e1ae3d352025879c575430d56526af00e6e2f4817

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.5 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 7e65633cf32c6a55836c02bfc11b1af05ad71adac432de28945d9080c05eb7cc
MD5 aeb4f1e04bf9e8034d8b158d609feaca
BLAKE2b-256 875e01e3724276ddd77677a556dc576d8fc14c441c27cf2b5dda8c253ea0ee57

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 280.5 kB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 93e90204e837c0cb40387f12837d8563cd33bd6e40550ac244c9a18766b740d1
MD5 4150e32d460145c9fa284c07199a4c1b
BLAKE2b-256 5bafbd204fd5a0eea68805cf55ceab590a070a91beada87c61b29ba9f64fc9eb

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 194.0 kB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 8560ef958aa804f6fe27169bf9ba83d417d89cbd99ae5b7979c4803c2400575f
MD5 8d9f300db6559eb6149c55c753fe9dcc
BLAKE2b-256 4d8c56d14aa7a30552643bdc7a99e1a7bd10e4d08a4f770e0a1ae2bbf632badf

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-win32.whl
  • Upload date:
  • Size: 113.9 kB
  • Tags: CPython 3.5m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-win32.whl
Algorithm Hash digest
SHA256 ff06a24a677c8846a9ec0476281d6275084aefdee0a5624df4425dd7f6a012fd
MD5 33b10aea1b4e17488f4b13b1bafdd50c
BLAKE2b-256 efc9476e2ee3a345962e1869164845182149c379a875029142e18c00b6950cb3

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.5m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 31a8344118bd98dd6aae2105ee8d5ac020b8a98b27fe9bf8693c4b90986f474f
MD5 25df6de63b20abe8cfcd99d4b1c6ba57
BLAKE2b-256 90ce7df56e37328c6cce7f475679f7d270d4725a0d81ea3975bc2d8708aeeac6

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_i686.whl
  • Upload date:
  • Size: 4.3 MB
  • Tags: CPython 3.5m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 5563dc1431b1e7048cf7519e14def758457a5cd0bd31291b438ae66906dc6ab8
MD5 a724492cc33aa8490ef6fa83a8d611be
BLAKE2b-256 c03a6103263a1adeca2644eeb7f9dcc0bfd5635a0327c49cce31caa015f6a72a

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 f8401f39af45ab807a9f44f01b42f690ba089ea453a89c8769326eaa0343e65f
MD5 5cca49c7847da177ea626fd4918b1d8e
BLAKE2b-256 7448095a0aed118ae58a8f1bcd8733bc72c9810d09ed72846735f0b295a04242

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-manylinux1_i686.whl
  • Upload date:
  • Size: 2.5 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 79dd39db890aeb920527e6dbf1ab5f8242ef2ec7edc58f1ae3adcf931653f0bb
MD5 8bfa3703fbcb3f3ee0a02df14a978816
BLAKE2b-256 d2779cf3f67c120088f2cba73203a47425f53c4b64bc273471f6b56807adad1c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp35-cp35m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp35-cp35m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 270.4 kB
  • Tags: CPython 3.5m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp35-cp35m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f8d8258d8804a8f6eba2369f277011ded7e107b3092d1a7d5ce31a6b6cb8ded9
MD5 01ff0c6f19c7530c9ec65ed7132de99a
BLAKE2b-256 efe0b0bad936d7d0dc1150345d800e77f9bca5e09a9e18a8663b54b3b9bcc9c9

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 2.7mu, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 005e7b34b087a099a5de28034f139fb00ba803349f86801811722f213e605cfe
MD5 bfe246f6650f33b51c54cc18e16b8375
BLAKE2b-256 bf091a24ee2f55bf73fab9e6609f4b1c6f932ae1e5686b2e376424466052cff4

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_i686.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 2.7mu, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27mu-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 9d5f10db76c8c26dbcb4b452ac3709c7020a5f682d66bd09925b2f6a122192a4
MD5 0fbbeea23a2a00cc85fdc988684cff83
BLAKE2b-256 69d1c83d1faed576334ff5fddd9969fddcaa38f85fbac5c906289999ea73d87d

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_x86_64.whl
  • Upload date:
  • Size: 1.5 MB
  • Tags: CPython 2.7mu
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 92afaee6e0dc7544768e1e9613ca42dfb4ebea0d62d8b2c957117d2c9a4d743b
MD5 4217aee2f972b9f856ac514ede6d7e29
BLAKE2b-256 8160278012fc082ea80e6347b682b60073e01fec4640057db18c7c3ce77b533c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_i686.whl
  • Upload date:
  • Size: 1.4 MB
  • Tags: CPython 2.7mu
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27mu-manylinux1_i686.whl
Algorithm Hash digest
SHA256 73497c857e9fdf822bd35cc18067f9009607cea620ca317e08aee68b97738d73
MD5 00374d1158e44df5b3e7752430aef555
BLAKE2b-256 9abf8cc4f6c4f73f885899c542e98cae59dd76297969082ae0c01d9ece4629a2

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-win_amd64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-win_amd64.whl
  • Upload date:
  • Size: 113.8 kB
  • Tags: CPython 2.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-win_amd64.whl
Algorithm Hash digest
SHA256 dbccd0760b8a1efb6db4a402fd37e5b49ea2a50c3bf834ca71af8d5229cfca3a
MD5 b1d62c4192f859e2c0147aa125f36fc7
BLAKE2b-256 c106701b6a25e668560e03f568f52fc9ccc035f690e356cd8956e2dec8a99a39

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-win32.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-win32.whl
  • Upload date:
  • Size: 77.9 kB
  • Tags: CPython 2.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-win32.whl
Algorithm Hash digest
SHA256 3f237512ad7802b6442a46d38361d0f25ebede31eaf94986c2e9d2b1bccd3871
MD5 e55de83ffc4cf8234e891255e600f963
BLAKE2b-256 6d6d0f0186ef753db091a3138c0806020ebb5fe76056934e2c5d269507d83df1

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 2.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 7b9a06d81505ffcad013d6aa1d3e46bd5a0f3d8353c4238b0a78753274164a62
MD5 843418065e5e088a8a7ec968f330e464
BLAKE2b-256 b037f227b74ba64ea9ba5dbd5b2057ca4374bf2449eac5ed37822b3209e6753c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_i686.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 2.7m, manylinux: glibc 2.12+ i686
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-manylinux2010_i686.whl
Algorithm Hash digest
SHA256 d25514958ae300342db944cd7b2486ba8bdb06335956d238580d203e8f44550f
MD5 3fe7548c48211dc2e0d15e4b0448bb7c
BLAKE2b-256 a1f48febde5c3f001ec72322d1f2e0ec8707d69422777a22cff904dff4622a00

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-manylinux1_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 1.5 MB
  • Tags: CPython 2.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 211a7d7a2ad86837ee2ff71ab3705d1adff8d8da8e8a1c8276754ab98456c3f7
MD5 6b363dfb56335e33e3e91f6ded2274ae
BLAKE2b-256 642a5de97f77f4f36c87d6301251d0e93fff9aa7e1f7e7224cd50861a33eb44c

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-manylinux1_i686.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-manylinux1_i686.whl
  • Upload date:
  • Size: 1.4 MB
  • Tags: CPython 2.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-manylinux1_i686.whl
Algorithm Hash digest
SHA256 bbaf3219b5fe472090f078c8d60a93f8010efc73acb5e16b0984b534424394f7
MD5 5f5be1ab1fbbc96cde5d9f8492b8cfa0
BLAKE2b-256 1f2599bc72f463ab88289d378b74fd90647bcbbbd875adee984d8ad5bc350436

See more details on using hashes here.

File details

Details for the file rapidfuzz-0.13.4-cp27-cp27m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: rapidfuzz-0.13.4-cp27-cp27m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 165.7 kB
  • Tags: CPython 2.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.54.0 CPython/3.8.6

File hashes

Hashes for rapidfuzz-0.13.4-cp27-cp27m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 5c1f77a0581ebabef7d46b2298732332e5e28c7ff423e23050d4f7cfc45162d8
MD5 042e3617b1c41e8cae17bd28584a332e
BLAKE2b-256 8748d4a3cd95bf5fcfc54c3b1dd798a1ef5f55efa87b7788e6c9c4f2aeb73868

See more details on using hashes here.

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