CityHash/FarmHash
Python wrapper for FarmHash and CityHash, a family of fast non-cryptographic hash functions.
Getting Started
To install from PyPI:
pip install cityhash
To install in a Conda environment:
conda install -c conda-forge python-cityhash
The package exposes Python APIs for CityHash and FarmHash under cityhash and
farmhash namespaces, respectively. Each provides 32-, 64- and 128-bit
implementations.
Usage Examples
Stateless hashing
Usage example for FarmHash:
>>> from farmhash import FarmHash32, FarmHash64, FarmHash128
>>> FarmHash32("abc")
1961358185
>>> FarmHash64("abc")
2640714258260161385
>>> FarmHash128("abc")
76434233956484675513733017140465933893
Hardware-independent fingerprints
Fingerprints are seedless hashes that are guaranteed to be hardware- and platform-independent. This can be useful for networking applications that persist hashed values.
>>> from farmhash import Fingerprint128
>>> Fingerprint128("abc")
76434233956484675513733017140465933893
Incremental hashing
CityHash and FarmHash do not support incremental hashing and thus are not ideal for hashing of long character streams. If you require incremental hashing, consider another hashing library, such as MetroHash or xxHash.
Fast hashing of NumPy arrays
The Buffer Protocol allows Python objects to expose their data as raw byte arrays for fast access without having to copy to a separate location in memory. NumPy is one well-known library that extensively uses this protocol.
All hashing functions in this package will read byte arrays from objects that expose them via the buffer protocol. Here is an example showing hashing of a four-dimensional NumPy array:
>>> import numpy as np
>>> from farmhash import FarmHash64
>>> arr = np.zeros((256, 256, 4))
>>> FarmHash64(arr)
1550282412043536862
The NumPy arrays need to be contiguous for this to work. To convert a
non-contiguous array, use NumPy's ascontiguousarray() function.
SSE4.2 support
For x86-64 platforms, the PyPI repository for this package includes wheels compiled with SSE4.2 support. The 32- and 64-bit (but not the 128-bit) variants of FarmHash significantly benefit from SSE4.2 instructions.
The vanilla CityHash functions (under cityhash module) do not take advantage
of SSE4.2. Instead, one can use the cityhashcrc module provided with this
package which exposes 128- and 256-bit CRC functions that do harness SSE4.2.
These functions are very fast, and even beat FarmHash128 on speed (FarmHash
does not include a 256-bit function). Before using the CityHash-CRC functions,
however, you may want to check that they provide sufficient randomness for your
intended application.
Development
Local workflow
For those wanting to contribute, here is a quick start using Make commands:
git clone https://github.com/escherba/python-cityhash.git
cd python-cityhash
make env # create a virtual environment
make test # run Python tests
make cpp-test # run C++ tests
make shell # enter IPython shell
To find out which Make targets are available, run:
make help
Distribution
The package wheels are built using cibuildwheel and are distributed to PyPI using GitHub actions. The wheels contain compiled binaries and are available for the following platforms: windows-amd64, ubuntu-x86, linux-x86_64, linux-aarch64, and macosx-x86_64.
See Also
For other fast non-cryptographic hash functions available as Python extensions, see MetroHash, MurmurHash, and xxHash.
Authors
The original CityHash Python bindings are due to Alexander [Amper] Marshalov. They were rewritten in Cython by Eugene Scherba, who also added the FarmHash bindings. The CityHash and FarmHash algorithms and their C++ implementation are by Google.
License
This software is licensed under the MIT License. See the included LICENSE file for details.
1 maintainer
Release files for cityhash 0.4.10
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| cityhash-0.4.10.tar.gz | 274.9 kB | Details |
Built distributions (wheels)
Total release size: 9.5 MB
Release files / cityhash-0.4.10.tar.gz
| Download URL | cityhash-0.4.10.tar.gz |
|---|---|
| Size | 274.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
7e35da9aaf5fcf91da3fea23405874db55ffa58b1abc441d39cce0c8704a9c15
|
|
BLAKE2b-256 checksum How to use checksums |
1f2906f572448a407cbcc6565b4568086da70552a74a850ef20c9c73f1cbbf81
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-win_amd64.whl
| Download URL | cityhash-0.4.10-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 57.4 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
4182c95c2615a3f8d5ffd06c7204a1d2f9296f0f6abd4f34f8a6d6d199ed7a3f
|
|
BLAKE2b-256 checksum How to use checksums |
c036ba93514a5888b8139ee5ff4efef47cbf086d3433ce739f2d252faf5890d5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-win32.whl
| Download URL | cityhash-0.4.10-cp313-cp313-win32.whl |
|---|---|
| Size | 62.8 kB |
| Tags | CPython 3.13 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
c5f14232a7ab12cb173ebe885c1a967a0e9a7ead7695bba7af58c6d2aea13970
|
|
BLAKE2b-256 checksum How to use checksums |
d583e750a34a43c59f51afc77de7554b5b3e77bec632a0e63090647798b9015c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 585.2 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
584adb2d108453eb486a252113addb5239c570d13b81302f198b94cdb5e16b36
|
|
BLAKE2b-256 checksum How to use checksums |
6fbda17d4ae773a4dce0185937b92b29da4ce584839cb69d9036d23505957dc4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 366.7 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
b1edcae23ebe925a4b309a6be4bf34c03577a6ef73a52c027e17ce324dd84745
|
|
BLAKE2b-256 checksum How to use checksums |
bcf13bdf7b449740c0eee7a8c593e1ac11a3b6154602e2c3de63ba8d3e38d34a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | cityhash-0.4.10-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 66.9 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
38577d4b1965edfcc656f09813a3554572235f5e31de198cd44e6bc1f96323a2
|
|
BLAKE2b-256 checksum How to use checksums |
e47856c76732199800ffbc400df12667bd8c9f24d9e5f7b5b2e3feec06aba4f2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | cityhash-0.4.10-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 73.3 kB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
33c04b3bcebcada20c650ec0a5dc1c2933170c740b439595924791fa7c167107
|
|
BLAKE2b-256 checksum How to use checksums |
ac206ef589058097c634b719b324aed5fcda8a0798ea01640560e13142c1f27b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-win_amd64.whl
| Download URL | cityhash-0.4.10-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 58.9 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
bc0a0aed8d1c1aa0b21500d42995ed0a6eb1785746529066d2bd5d7abfee91ba
|
|
BLAKE2b-256 checksum How to use checksums |
5b84eb797effbf96c02dae5c8962f07a713d348d6807ee6ae379afef0609695d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-win32.whl
| Download URL | cityhash-0.4.10-cp312-cp312-win32.whl |
|---|---|
| Size | 63.8 kB |
| Tags | CPython 3.12 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
e4b92bec4001d4fd72e145c56696d751bb011dd122443a1207713eb811d4e0ae
|
|
BLAKE2b-256 checksum How to use checksums |
889477bab6a5e9727b56353f25c52ec450918dbe3bb0b4613619f2ff8c3d17f3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 599.4 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
6aeb6a3f455e73765d0f1844b5a5004ab89f531a99b82533cfdaa0bc9f616544
|
|
BLAKE2b-256 checksum How to use checksums |
40d1283aef1770b212d4079308c854ca859d5e2e56ead875d9f181edeec2c4ea
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 380.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
0d72afa1b5b7b682d40a5e6d41b2837c0a6f32ac81860be52d54bbf7044520d2
|
|
BLAKE2b-256 checksum How to use checksums |
f76632faa612b2056ba9c0201a43abdb1c47b342c2233305646a1ad2941e849d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | cityhash-0.4.10-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 68.5 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
a507f8c0633ae65edacc7f43340c413b99e32f2274420058e1e0f7887108bfea
|
|
BLAKE2b-256 checksum How to use checksums |
8ee7ad02bf676baeb3f6214647b0041a406a1c23355a004f7aa1d5546f612957
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | cityhash-0.4.10-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 75.1 kB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
65b5739609833155c59152de0496a8edfd964d89cf9fafbd3b18e75b79acd84f
|
|
BLAKE2b-256 checksum How to use checksums |
b8c090bc87f5bfe9a9f05e6a14c90421dcc1f03e1c230d14fb41e668979a464c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-win_amd64.whl
| Download URL | cityhash-0.4.10-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 58.5 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c04e42ecb23b9c0e7ee4cade50ad9908671f594dfa5586d7838beca9b42adc51
|
|
BLAKE2b-256 checksum How to use checksums |
bc6b10a559d1c89f304a8258a1bd93d7b2c4ad512e4b05b6304e37f73fd7f96d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-win32.whl
| Download URL | cityhash-0.4.10-cp311-cp311-win32.whl |
|---|---|
| Size | 62.9 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
61ec6cf9b0d9895eefb57e1b5151f8731a0e7294ed400741b2a2d596dc21f09d
|
|
BLAKE2b-256 checksum How to use checksums |
9bfe81028167c4cfc96b1d1aa807ec542574dfc6bfe0d28b04cd285dd21b4798
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 586.4 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
96043b803797fe8c8c632edb708ed5a22c72b38c1539b33079be1ec45323290e
|
|
BLAKE2b-256 checksum How to use checksums |
22f21d1a2134c6ec94f3871c8c41ebbd893dfb8f20596a93addbfd534243fc8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 371.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
e8911ff08138dc6f2134c9a1c19c7e1972a2f198b210c19f2123c999c34d37ca
|
|
BLAKE2b-256 checksum How to use checksums |
9af0295fa70bc1e18d087d01151489baae1eb679b776e8671ed80f300e1ba8a1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | cityhash-0.4.10-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 67.1 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
e2eb819ba8fb6f6615ef5b8e9200060a7a66a07f14ef55bd29c0916ada55bad4
|
|
BLAKE2b-256 checksum How to use checksums |
515ba0bdff0e2d18be6c77c4d98549c9dd5479bc38db224626fa6953cd1bee19
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 73.1 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
86ccc9893733dae9868c5d279b9b61518f55034127ca0f1ed51946fe6578a33d
|
|
BLAKE2b-256 checksum How to use checksums |
bf505406dfafda0e3b0f9e3ae64cf5441c7b884e4f95b148d7d4a60b6568d769
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-win_amd64.whl
| Download URL | cityhash-0.4.10-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 58.1 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a5f1451022550f5b5d87a62aced1bf9218e8cab9af14b9d1980a2e01acf281ee
|
|
BLAKE2b-256 checksum How to use checksums |
8f0c7dc604c92648930aa7fce0eb4a5903da0600ff76308bdc2ffcfe6c77275f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-win32.whl
| Download URL | cityhash-0.4.10-cp310-cp310-win32.whl |
|---|---|
| Size | 63.1 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
8355ab427a364e30cbe73296fe3b169154023258055e53c60dd16daa85211e6d
|
|
BLAKE2b-256 checksum How to use checksums |
fd4920e30aa0a591256ccf61bd5ba4ad5117ab6f44cac3d0aa126586b683011c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 559.1 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
390b81885de9dd5a2ec247deb7b8f5dcc74ea11c3b50222c914f99c4c6961fcd
|
|
BLAKE2b-256 checksum How to use checksums |
b1b7659ce64854a2b4b32204840bc71a8e70408deb95068bca49175a71a6f3be
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 352.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
ce38b677f01cea7979cc3c98c4fdc6bec535b32a4005cdc5506c1f9d656ff87c
|
|
BLAKE2b-256 checksum How to use checksums |
17b94a5fdb49b275f3695df4c779342dc80814a3d18ba752de28950ac6fe2ce9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | cityhash-0.4.10-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 67.7 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
b9293b4c79874c7c02d9201a9ee28b6b400751ce6517662cf1bc0a8d42c1c150
|
|
BLAKE2b-256 checksum How to use checksums |
9958f28ba8ef0041fcddb630228907e42cbe1ae66f716d1b9252c63bbfa113fc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 73.7 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
75f3d40a634cad68b32323528b57b2f43f5abb6f687fd504de77eaba9c29621c
|
|
BLAKE2b-256 checksum How to use checksums |
8bfc690b4f0b54ce19c451c35e4fd1efa5a6eab268d72f37b6d322e22dede9b5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-win_amd64.whl
| Download URL | cityhash-0.4.10-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 58.1 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e23d28ee2ffed2eb7cb80605ec68ac33e1dcd0b3cf96c051d04bdf54a771b9e2
|
|
BLAKE2b-256 checksum How to use checksums |
b4faa958c25c1a57cd01516b9a034b12738c80149a103f328cf36baeafaca202
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-win32.whl
| Download URL | cityhash-0.4.10-cp39-cp39-win32.whl |
|---|---|
| Size | 63.1 kB |
| Tags | CPython 3.9 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
008356bbcf9dcd1fc5d8aae7a4b0029a36d4b8beb869ddd17ca05985888aa4ae
|
|
BLAKE2b-256 checksum How to use checksums |
276732d1b30d16de49fd57e8ae6fcbfbf03c8b30305885e7d02e9daabaaf00eb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 555.9 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
4289853163c77966ca016921c96ae20324a3246a57f414846970db57ce336c6c
|
|
BLAKE2b-256 checksum How to use checksums |
e2cde58a709e664dc5f38f7c1fc596738acc01de81486ff47017c96433e7c16e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 349.8 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
89693a25d7cb1e6403f397686f9f2e4753766be6812431e1fe9ac1bafd8a1fc9
|
|
BLAKE2b-256 checksum How to use checksums |
b8ca96ae762e17b54ef933d74683227d7ec13c06388f5525fe22198419634c0d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | cityhash-0.4.10-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 67.7 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f7b62e1c9b1bbd37f21ea35ea9a6e56016268c5da8826508bc9b13320f871a87
|
|
BLAKE2b-256 checksum How to use checksums |
4b33a5c86e4c926ab77b110a2694289ba9729be84bbdb06ffee0a7f20d9dab10
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 73.7 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
b4669c2ca742b247716969d27d8e7efc75b6249eee668db2d30098b8dad28104
|
|
BLAKE2b-256 checksum How to use checksums |
c9b2f5e7d066742228866418fe5f99790d0a2dca8fff55e63cd6ce26537ac154
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp38-cp38-win_amd64.whl
| Download URL | cityhash-0.4.10-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 58.1 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a2bd5dc06e873a7808287f942e72f9691198e0af658b9dc49e6454738a0aec67
|
|
BLAKE2b-256 checksum How to use checksums |
b72c29093ecaf8ee9e410054ca1e5de2c1a5df93ab472ce26578f152ceeedcdc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp38-cp38-win32.whl
| Download URL | cityhash-0.4.10-cp38-cp38-win32.whl |
|---|---|
| Size | 63.2 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
39df91efe7b191fae84862e33ac4d97f83edcaa3d05299a2f8af1cb10db83412
|
|
BLAKE2b-256 checksum How to use checksums |
047999f1edbc6494dfe3e65113868f5612d89e03487990ead448e8b172ad4564
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 554.6 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
f930ccc42e8741a2136b39f83111871e42e2980f17c628c4d6d9b815e84755f0
|
|
BLAKE2b-256 checksum How to use checksums |
36bc5e95792e409e271d25d9d39d92ab7141a19d1a8b35481e17b4f1958502b0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 348.1 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
7e825a9d175c2ec76cc10c334b3a4fd1904dcd59ef550e37ac573db955f7b441
|
|
BLAKE2b-256 checksum How to use checksums |
591ac3f3d0c9a06d60f3091c13c05dd0ef17e6b8843c8a04acb1e3cebd256f21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 74.0 kB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
af377a083180c0f23007ba1ccedbec14037f38a31d9c22e40dc802b3287fc3a9
|
|
BLAKE2b-256 checksum How to use checksums |
2f6d1bd4d423154d9705eab73cda121a64452176f4b1d3fa60fe77306c38041e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp37-cp37m-win_amd64.whl
| Download URL | cityhash-0.4.10-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 64.0 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e95706a2d2bf969727b04941916ac8e6b59fa27b7e263eb108986854f394fd0f
|
|
BLAKE2b-256 checksum How to use checksums |
fd59552cf5aba8b7983ba1dd0b1cec8a76387ad3997dad16331a2c28ec30a853
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp37-cp37m-win32.whl
| Download URL | cityhash-0.4.10-cp37-cp37m-win32.whl |
|---|---|
| Size | 68.7 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
f0dc4f73f5005fd6ed387547d9cdf7f945a6e89873d8cd44eff82c589aa87a69
|
|
BLAKE2b-256 checksum How to use checksums |
23508c325a586b6724a500e8aae588c8d23be5df880741ff3b1b01e892ad7eab
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 557.0 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
260e456d9c643932dcd47aab3563582ae63e7659a2b7a20b8abbbfb01d9c5181
|
|
BLAKE2b-256 checksum How to use checksums |
cfc175fd1e6ae284449b66419ecc17104da379ee30d50c5d83fdc8fe2104b27a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 344.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
ddad292fce86348c934d1f43cc7808336a7e716eeab6da140f276558c94cd10c
|
|
BLAKE2b-256 checksum How to use checksums |
d5d6b355abe6765ad9215bcedb102b732707b80b4b6f2613467f907463dbdd21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 79.7 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
c679978876d402dce489543ab4c99fda002c2af1801d65e3d40d6c89ef93b1a9
|
|
BLAKE2b-256 checksum How to use checksums |
06d16097c0824f1649d5d908289eb65286f17d1801ef18c33c5552b0c6c81a70
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp36-cp36m-win_amd64.whl
| Download URL | cityhash-0.4.10-cp36-cp36m-win_amd64.whl |
|---|---|
| Size | 63.2 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
10c881f2518f6e364c7dcbcc4a97b2ca29181d30cf1156deaa4e6c0b8ea6556c
|
|
BLAKE2b-256 checksum How to use checksums |
c3a7a16bd61f283655baa18b490323290bdba9a2e8c60478387ae1c9e2e2916a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp36-cp36m-win32.whl
| Download URL | cityhash-0.4.10-cp36-cp36m-win32.whl |
|---|---|
| Size | 68.1 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
1c8672076dc01132612508b504bfc6976e1318c0397cd57942dc413052438e78
|
|
BLAKE2b-256 checksum How to use checksums |
e8f64252ddd0e176ba973b21ffc5d5900b0f254e14f3c8fbb3d8ee0b42c2f7da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cityhash-0.4.10-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 507.3 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
446d51ceca570ab707f5921caf754e68b83881db9ad14386b6ad39d8803c3f05
|
|
BLAKE2b-256 checksum How to use checksums |
b920735ce90e5a5629cc38ae2fe7bcf169baa96f0ce335c78bda0e044704c678
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | cityhash-0.4.10-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 299.7 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
488c43bb25aa818e4a85cefc77cc42289f3fda2f8239364ab4c23336de591858
|
|
BLAKE2b-256 checksum How to use checksums |
58b553e69e9aca926e2e6fb9dfd1a7978f06ea2f1508e87cd17b659234193060
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Release files / cityhash-0.4.10-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | cityhash-0.4.10-cp36-cp36m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 77.1 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
7f066993427f88e2daa77bd4b2b45330987604c04da6cf1c6056da7c3abf4165
|
|
BLAKE2b-256 checksum How to use checksums |
9d0cb1d94f3e85b6a0af1025dd63665fc806c1bf6f10a85cfdc231a05c7e7bc6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
