Skip to main content

Fast transport/protocol networking for asyncio

Project description

Introduction

https://img.shields.io/github/actions/workflow/status/tarasko/aiofastnet/run-tests.yml?branch=master Latest PyPI package version

aiofastnet provides highly optimized asyncio loop.create_connection and loop.create_server implementations. It is a drop-in replacement for the standard asyncio functions for performance-sensitive networking code.

Internally, it reimplements parts of CPython’s transport/SSL stack with Cython and C to reduce overhead on hot I/O paths, especially for protocol libraries that spend significant CPU time in transport and SSL plumbing.

Installation

aiofastnet requires Python 3.9 or greater and is available on PyPI:

$ pip install aiofastnet

Basic Usage

Use it similarly to stdlib asyncio APIs by passing the running loop:

import asyncio
import aiofastnet

loop = asyncio.get_running_loop()
# Instead of
# transport, protocol = await loop.create_connection(...)
transport, protocol = await aiofastnet.create_connection(loop, ...)

# Instead of
# server = await loop.create_server(...)
server = await aiofastnet.create_server(loop, ...)

Benchmark

The benchmark below compares echo round-trips over loopback for TCP and SSL. The exact gains depend on workload, message sizes, and how much time your application spends in transport/SSL overhead. Benchmark source: examples/benchmark.py

https://raw.githubusercontent.com/tarasko/aiofastnet/master/examples/benchmark.png

Why to use aiofastnet?

  • Lower transport and SSL overhead. aiofastnet reimplements the expensive parts of CPython’s transport and SSL stack in Cython/C, so more CPU time is spent in your protocol logic instead of framework plumbing. Python libraries often pay a large premium for SSL-heavy workloads; aiofastnet uses OpenSSL more directly and avoids several extra buffer copies present in standard asyncio and uvloop SSL paths to reduce that cost.

  • Clearer and safer write() / writelines() behavior. aiofastnet tries to push data to the socket before returning. If the socket can not accept everything immediately, only bytes and memoryview objects backed by bytes are retained without copying; everything else, including bytearray and memoryview objects backed by other exporters, is copied before being queued. This makes it safe to reuse application write buffers after write() or writelines() returns.

  • Better backpressure semantics for SSL transports. get_write_buffer_size() reports total queued output across the whole stack, and set_write_buffer_limits() applies to the whole stack as well, so flow control reflects what is actually buffered for transmission.

  • Useful for library authors, not only applications. If you build WebSocket, HTTP, RPC, database, proxy, message-broker, or custom binary protocol libraries, your users can get better throughput and lower CPU cost without changing your public API.

  • Drop-in replacement for loop.create_connection() and loop.create_server(). You keep the standard asyncio transport/protocol model and your existing integration points.

In short: if your library already fits asyncio’s transport/protocol model and performance matters, aiofastnet lets you keep the same architecture while replacing one of the most expensive layers underneath it.

When Not To Use aiofastnet

aiofastnet is not always the right choice:

  • If your workload is dominated by very short-lived connections. aiofastnet focuses on optimizing the data path after a connection is established; it does not primarily optimize connection setup cost. In workloads where connections are created and torn down quickly, you should expect little or no performance gain compared to standard asyncio.

  • If targeting Windows ProactorEventLoop is itself a requirement. On ProactorEventLoop, aiofastnet falls back to asyncio’s native connection and server implementation underneath, so you do not get aiofastnet’s custom transport implementation on that loop.

Platform Compatibility

aiofastnet is built and tested on Linux, macOS, and Windows.

On Windows it works with SelectorEventLoop and winloop. With ProactorEventLoop it falls back to asyncio’s native connection and server implementation underneath, because the proactor loop does not provide add_reader() / add_writer() hooks required by aiofastnet’s transport implementation. For transports created through aiofastnet, a compatibility wrapper preserves the documented write() / writelines() buffer-safety behavior.

Contributing / Building From Source

Contributions are welcome!

  1. Fork and clone the repository:

    $ git clone git@github.com:tarasko/aiofastnet.git
    $ cd aiofastnet
  2. Create a virtual environment and activate it:

    $ python3 -m venv aiofn-dev
    $ source aiofn-dev/bin/activate
  3. Install development dependencies:

    $ pip install -r requirements-test.txt
  4. Build in place and run tests:

    $ python setup.py build_ext --inplace
    $ pytest -s -v
    
    # Run specific test with debug logs enabled
    $ pytest -s -v -k test_echo[asyncio-ssl-buffered-32-64] --log-cli-level DEBUG
  5. Run the benchmark:

    $ python -m examples.benchmark

Project details


Download files

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

Source Distribution

aiofastnet-0.0.6.tar.gz (144.7 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

aiofastnet-0.0.6-cp314-cp314t-win_amd64.whl (333.2 kB view details)

Uploaded CPython 3.14tWindows x86-64

aiofastnet-0.0.6-cp314-cp314t-win32.whl (283.7 kB view details)

Uploaded CPython 3.14tWindows x86

aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl (340.7 kB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl (335.1 kB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (337.2 kB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (330.7 kB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp314-cp314t-macosx_11_0_arm64.whl (293.3 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

aiofastnet-0.0.6-cp314-cp314t-macosx_10_15_x86_64.whl (301.0 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

aiofastnet-0.0.6-cp314-cp314-win_amd64.whl (274.1 kB view details)

Uploaded CPython 3.14Windows x86-64

aiofastnet-0.0.6-cp314-cp314-win32.whl (236.4 kB view details)

Uploaded CPython 3.14Windows x86

aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_x86_64.whl (332.9 kB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_aarch64.whl (321.4 kB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (329.3 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (317.1 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp314-cp314-macosx_11_0_arm64.whl (274.4 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

aiofastnet-0.0.6-cp314-cp314-macosx_10_15_x86_64.whl (282.9 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

aiofastnet-0.0.6-cp313-cp313-win_amd64.whl (268.7 kB view details)

Uploaded CPython 3.13Windows x86-64

aiofastnet-0.0.6-cp313-cp313-win32.whl (231.1 kB view details)

Uploaded CPython 3.13Windows x86

aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_x86_64.whl (331.5 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_aarch64.whl (317.6 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (327.6 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (312.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp313-cp313-macosx_11_0_arm64.whl (272.4 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

aiofastnet-0.0.6-cp313-cp313-macosx_10_13_x86_64.whl (281.2 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

aiofastnet-0.0.6-cp312-cp312-win_amd64.whl (269.1 kB view details)

Uploaded CPython 3.12Windows x86-64

aiofastnet-0.0.6-cp312-cp312-win32.whl (231.4 kB view details)

Uploaded CPython 3.12Windows x86

aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_x86_64.whl (332.0 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_aarch64.whl (318.0 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (328.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (314.1 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp312-cp312-macosx_11_0_arm64.whl (274.6 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

aiofastnet-0.0.6-cp312-cp312-macosx_10_13_x86_64.whl (283.2 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

aiofastnet-0.0.6-cp311-cp311-win_amd64.whl (268.1 kB view details)

Uploaded CPython 3.11Windows x86-64

aiofastnet-0.0.6-cp311-cp311-win32.whl (235.2 kB view details)

Uploaded CPython 3.11Windows x86

aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_x86_64.whl (331.4 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_aarch64.whl (321.3 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (327.3 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (317.6 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp311-cp311-macosx_11_0_arm64.whl (274.6 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

aiofastnet-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl (283.6 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

aiofastnet-0.0.6-cp310-cp310-win_amd64.whl (265.0 kB view details)

Uploaded CPython 3.10Windows x86-64

aiofastnet-0.0.6-cp310-cp310-win32.whl (235.9 kB view details)

Uploaded CPython 3.10Windows x86

aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_x86_64.whl (330.1 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_aarch64.whl (320.6 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (326.9 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (316.9 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp310-cp310-macosx_11_0_arm64.whl (275.0 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

aiofastnet-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl (283.5 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

aiofastnet-0.0.6-cp39-cp39-win_amd64.whl (266.3 kB view details)

Uploaded CPython 3.9Windows x86-64

aiofastnet-0.0.6-cp39-cp39-win32.whl (237.0 kB view details)

Uploaded CPython 3.9Windows x86

aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl (332.3 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_aarch64.whl (322.8 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

aiofastnet-0.0.6-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (329.0 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

aiofastnet-0.0.6-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (318.9 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

aiofastnet-0.0.6-cp39-cp39-macosx_11_0_arm64.whl (276.6 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

aiofastnet-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl (285.0 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

File details

Details for the file aiofastnet-0.0.6.tar.gz.

File metadata

  • Download URL: aiofastnet-0.0.6.tar.gz
  • Upload date:
  • Size: 144.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6.tar.gz
Algorithm Hash digest
SHA256 a7d86db6f619e19f3204356311aa4a3b04ee540be51430791487bd9e4dfe87bc
MD5 2bffb6d946aa365c5f5333e9fb78a67e
BLAKE2b-256 8676e83e331d71e6a8124e040e460387b02c451605087d174275480e51f9fcfe

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6.tar.gz:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 333.2 kB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 8fe13b8bb01f186ef702a4160aa69fed3a7adfa065501e1b756781bdf6247f36
MD5 c9d945a7a58cf073149757cbf078918c
BLAKE2b-256 982d77267fc22031bd39e3815ccb2f8fda1c1f0da49ffe1caa03d1c339bb90fb

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 283.7 kB
  • Tags: CPython 3.14t, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 1146a920f45af28b3bf3a38bc37bb08d06cbac8f89d58e207a14c0d0b1e68f25
MD5 c14be4003cf0c020850eb8d6a664ee5b
BLAKE2b-256 986ee11173f35ac80af0bdcdf1a6346e6091621a866b345831bfb54b25b036fb

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c78bc41a7a716540687c69ebc389e7015306d793f2fa78c6736af66a75157d82
MD5 1bc262a645cb7a31065173c653b7b729
BLAKE2b-256 440a10b996c236613485761ba8ec798c0bb63a268583263ece8fc944cf304ed2

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 88f1f739d381140fba2565f64e80ae723a84bc3aa88c637c07d8b323376809f1
MD5 44d381e6f422690465dbaccf78b42f6c
BLAKE2b-256 b0b0ca381a5302d0dc0862641f015ce96690d55fd9d141c8d271fafe01737287

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 461e84151d11260ae17ff62ee7ab528695f4e245904fbccd338d860b0e77599a
MD5 5cdaf7c4ad268de7f84e7246ba85109c
BLAKE2b-256 7c268f087cc64395eef271b057791c053781b2df6514989695988e3cbb4d118f

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b83a50584adfbcfa0e8518745b771f58f906d6dd98adbe72d3f58d15ee596e96
MD5 c2e6eb8aa337a0ced1e34a7956f03bdc
BLAKE2b-256 bdc2170fe7ba78d1acf02646f1b6012bef58297fc96cc2cb97f121249bbac658

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 68d87bd94341aaa07c2792e75d5bac75af35241604047a52d556a7b3ed5cfc2d
MD5 65c19eb7264271c88f43678f9f7e3ed4
BLAKE2b-256 79038da35352876cdbee70f39fc17001633a151dfc878e171f11d2448ed4305d

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 aa05a0a04322929fd13a0d50f4f5aba2df067d2d328e30cd6134237c92692af0
MD5 8d7b85bd46d06a3db3dd6d881fd32fda
BLAKE2b-256 6116cf9dba1a7f3490e4b4a2b83ad9bf964e3644d5da19941afed8e2bedd0376

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314t-macosx_10_15_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 274.1 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 9069202c95160c953daf469d338b4f721117eec257e91c92db4ade4b8cab5ffa
MD5 6090bfc4d9b44c52a1c122c2b55730d3
BLAKE2b-256 0d069ba1015bcc8247572152daa9d85cc170b1bc9a450709f5b0f03adbd7f70b

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp314-cp314-win32.whl
  • Upload date:
  • Size: 236.4 kB
  • Tags: CPython 3.14, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 85a8f585ffada16e34af8f7363f5693191691122bb0627113deafd221512f4f3
MD5 bdb872bf5f1bab664289850546533d49
BLAKE2b-256 f97a45f52589a0fa1980bff0239925d74a1164892050a33f56b8928608b68826

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 dacbc268f33a31bb890836a5b2693ac41977fbd9dfdc12b68ff5a3d0c14d02d3
MD5 1ad84c784239b797281a6be78ea4d760
BLAKE2b-256 0398a34636857a2888c3cfbadd8949c539449d9e1afa80aac3a7442126b672bc

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ef02c3a2ada7c1680b638d6c260547b9e9b6d39fa90451fa3b7f32f71c4c0875
MD5 713e07eeb642279460194607991b3c84
BLAKE2b-256 c6d42f4c96d6b957fb93d462bc990488c37ffebef5d013c0e02c43c005a75689

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6f75f929418d2ebd59f0f5f67fab2bb5e5cb31930b38626c3e0ed0e3231312bd
MD5 74d25c9ac68a1dba0fbdb384b2b278fc
BLAKE2b-256 cadea1f0649f16d5fb8b9c3e6a8a969477da1e7f97f963f775673a804ad41fff

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 ad4e91345719d49cac799c91361eee6abb0737ddf3b510639ab84b50a8884ab0
MD5 3f39ed5ef731798df7f56dc39ea2c766
BLAKE2b-256 fa0699614d0091e89b64ce8145170d45900e320a1059041fff643c61c1c5edfe

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 aa31fabc2c4bb82711f32dfbd27c8c5048712570bdbd030947bbaff60323cb49
MD5 d2fb5b54bc355ae5a1f64aebfd792875
BLAKE2b-256 54deea4c606aac4399d8da219e3e2f3bca79ec3cc41c67533812cb7088cb6dae

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 3b1604b1e3dde8ff52ed98d7472959c2eb1b0e2805e13dfc71748346476baafd
MD5 f568fa3ebd49d3bbb5df5f1c5695ca1c
BLAKE2b-256 7520e14e7259a04576089027fa64c6996698c80a836dc1e8c5e5423107be228f

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 268.7 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 0f44c2731c6d5ae70a4faf4f70d2f7c89d01c53bfccd67826d18eee290e132a5
MD5 7f32845fa590245dadc4002c662db31e
BLAKE2b-256 84602faa74a828aea381668313ff8b8f99f5028324c895d01da32f7618614387

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp313-cp313-win32.whl
  • Upload date:
  • Size: 231.1 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 28c619035214a3b715840ecba4a2553ee92eba6602abe19fffac1f258e00605d
MD5 68be7f790cbeedd9b7d555e7e8bf6cea
BLAKE2b-256 c4a545f25b34e33afa507bb1de8c7a3cf99686e06478de61f43f4491f531d730

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 413046f02f558e25ff488daaf3e31f32275b89719b0c9dd46d8997b76cf38209
MD5 74b28640980cc0702c7b91069e866326
BLAKE2b-256 8d80a45e5d7317f725b4b14f8969bb79812adf5fd35ecc8a42130d155386db6d

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 d6458cc4c6e353b0e3b9800ffdc381cf2b13b4c4bc2eddf319f0476730be2cc4
MD5 ecc984586f493bbc2e1531dbd89a923b
BLAKE2b-256 2ee0dd4b24f4e5f6b03f40c7e887a64395d3d555d26287b57ff0ca15464253aa

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6a28de9128564880af6568ab4a7fe23b4d334354fa1a148769a2005c6e82de3a
MD5 9fed3ce094bacdf0dcb6b3f1878385d7
BLAKE2b-256 5797f8189458d4f4160130695d44db4df4772b6c59440a941f110aa2fec3fa95

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 ae0caf9db15a979fd46414d60612db8dd757f72821166b47b9ae26adc554df3e
MD5 0b524c7e714cf50d7ef14cba1d2ced66
BLAKE2b-256 cd3338b6a6e21e0cb8f58c0e99d5ad5f91a1ea23d00fc71c9a78523db95fed03

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d675cc656ed111a6b9fc86501188abdcda8a9a62c97c047cd74d97c814c35e57
MD5 8b40a810c001cffd91823966b7bd7008
BLAKE2b-256 7a9799e4a09222d2f714f45fa80a29c776c58f7c48d6a5a0fed6195f5d3e028c

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 555b22df98005a7f0bb78198c1d6d46d8643f883fa2cc0559884ae42dcb1f4ca
MD5 9e9729802edb1ee686b0c637aec06776
BLAKE2b-256 f12b3b2cadb9529cdf51615746ac02ef736f7b1ace0be4a3c3ca2637adb50ddb

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 269.1 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 5300741d9da8692f11dd73cdd6ee14c232caede2fbeaf80af3c1299554f12e9a
MD5 c72b196381daef65b810074cb699e6bd
BLAKE2b-256 8f3e6de60172bc6ddec9c07a476914a88c7cc5cd3e19caefa4ee8dce95d41692

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp312-cp312-win32.whl
  • Upload date:
  • Size: 231.4 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 cd97d458be4fe59ecd3e88a533ac74d8ff0bf978a92c9167059184bbd69735aa
MD5 95b1bda6fc9dfacc251a4d1034a6c076
BLAKE2b-256 28c8a90bc58ee775447ef54809bef21bb71ca482263f8eaa239f615d2213d27f

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f87cfe1e40fe8280c5c907a733b81f8d903e728bc0e3f5d44edbd76d6ed7b017
MD5 f0a60aa57032f3bcb3a8e3bb9fc7c6d0
BLAKE2b-256 948c47d17421326cd6f54714e448394303eefda8888edd3187fa53d45b79644b

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 a37644f1b50793327bbb053a833da99bc8dade9719207d7dddc20666d6f8ecf4
MD5 004bdde7cf4daadcfbb993a2f21e0fc7
BLAKE2b-256 e2cac3bda275567377f4b122dfaa94cf553054617f6a57c7cd3df149504dd058

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 942d4e734703cdf8311e593b331963f6aab55e7f49af133a34a72bb60c99a9ff
MD5 90b3d9e2faf0c0b3262ce41449e3ea50
BLAKE2b-256 0b54bcc8244baf106355e0336e5a281da499bf83d981c8adf901010f238f6403

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 ee27cc1ca9e55d4ac7ed2c92c48cf73dd4243320328de4fad2674a28a276b819
MD5 5fa0715e67e6dfc13adf19116df12aaa
BLAKE2b-256 8a6fb2d126c7adc0329b5dd1bdd1feac7ce06bdfb7742305aeae34dfdc9d1c79

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 bca93efe6931917ffd9975fc9bc57d9de00c11d8dc41d2924e3b2b40b6fa8501
MD5 e355649e05dc2bc8ab5c351bacf518dd
BLAKE2b-256 44d317976cace876af80c625bc8227aebc073ecc089e57e4612a22e5c526532d

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 d94268309fdb3c3a4d077f6afe60914abe6f99168f1610ad6144202bb07321aa
MD5 33874f15d81e76918c1ef8dac13fc3bb
BLAKE2b-256 751b512f66c4d62fde94ed4f9e54d27fc44191f82d40d66682ac9dede1011a0d

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 268.1 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 160aec455a2baec83128b98e68a2b88629595b931c839ba6c97d191562a77ea2
MD5 135df928b62ff4bdf5f2f160a3dbc006
BLAKE2b-256 fe1dd5863885e889e5181daf8307cf490dc347651be54523d62bde21c1e11475

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp311-cp311-win32.whl
  • Upload date:
  • Size: 235.2 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 f2716fbaf3bb0432d44bc284d2f198afe5bdc82f238e192380c5a6c450218dcf
MD5 0c7f17b6db3f1701c321e0015a6c6ea1
BLAKE2b-256 4b9eafd57bb95edac1f27d4f14f724339d204ffc3cb6447c2a004f6b1026444b

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f2b087577ac91a04b78ac45825167d3e19d1224994ef178a9c3efe226d621972
MD5 0f08bbd3b372b33bb7a828e9d7d0b469
BLAKE2b-256 572e4b92819d8046448ed70f7c93cb3b6705118a69e8fbc2aef9c4ac73de5fe7

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 43d64598517092cc5dcbb0c09c9180902e3a42194322d8d98deeadc78faee0e7
MD5 521c3ad8a4eeaec0580059941d67ffb4
BLAKE2b-256 0bf66d233260c6ea47fe3b799c68e975cf558f6312c56551880e3e2f4e93b04e

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 871f5b15a7013fd8523a96f0f378bb8a2bf7d106fef9be18cd04666fe872e38b
MD5 4437dc4c961ad6c062f31be05ebef94f
BLAKE2b-256 17f9a052caf127bf5c55cd36f7995f0b092952267172371abe21ebcb0b485489

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 9084077eb6bb7ce05ed9feb82f181112a5164d07f0a6a7f8090b23c521916e96
MD5 04711ecd74c2b1e122d9df0ab5ade760
BLAKE2b-256 e55e1cc1379f6764a797af7a8126ad6e73b16da3943801bcd5149ff61c608c81

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d343eafa17dba0185ce1d2de31c415c277c0b930f0370584fcc53fc061dbc6ec
MD5 08e81dffdf199dc2893e62b9890de9c0
BLAKE2b-256 322c4427acb48b8e09be98bf6f68cd7d2f9ff527af644b367ed05c41e3c39216

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 7b935445a93c980dfb7c8baed894860f0fa52fc8d362f4d83c3d2ffdb6a35046
MD5 a09cfa688c6bb20c7d78806a6c3d11f6
BLAKE2b-256 54ab056751ff0fcc1aa7259dba560a79f614504b684994d6413955724958761b

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 265.0 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 69d6e6068b49fca20d8b43433524f605d5f16b801c3f9ba4de1e7508b91f942b
MD5 c061a0ab987e874769bb62242de46cff
BLAKE2b-256 468007e86ccc766c47e251aa1d097e67b9bc95ba897da5f7a96f3d7ef2aed24d

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp310-cp310-win32.whl
  • Upload date:
  • Size: 235.9 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 05606c54b0239ffde6df4badac6849a1a46cdec287e5863d94737d30d8eb6690
MD5 0ce632cf3aaea1011d22158fe4bd6240
BLAKE2b-256 c91e3c741c67a21ce517e4eab686c114b2e6ed9ede058fb40dea19d16cfb68b1

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a7e6797c2a89840be36347105d80a8902a1bf7a11ce986c8220c1b156c865c04
MD5 312c93031130473b259fcf229fb180ae
BLAKE2b-256 d12ee3159c897bf40e99875fef468d7c7e0d3f3e60a9a79edf6dd850eb87f057

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 638ce9deceb16320df75aeec550309ea5a6ab848afa504553ce2a1f0040a912a
MD5 ce3be39e5611990f683dd350035b7c84
BLAKE2b-256 ccaa9d7d431651b1b8a04ac0423bf3aa0a7f5bd15deeab9ad7a4f4fc54122356

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 839a232f3c385d558ec0fecc12139d5cb77158f0a0315facaaf776ad6bb65369
MD5 f3f0999bd14e0ae45b054c4ffafdef03
BLAKE2b-256 900da4cf19e1595520cb5b014d97322a948a1d378b4105c516b2fd6df391a8cb

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 6fb58cad5d61574d38a86bc1d87dc067177203a6a9e33a21525564211058ea49
MD5 85dbec43d183ba000b9d74e65d2a7c05
BLAKE2b-256 40f7f1676c793da4b8ebd53a7066182d14efbcdcf18bbc97dcd2e842dac04060

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 56d40c42dd4224c30e89c2f10b245a00ab5125e59bc26b5aad539be80481788d
MD5 223afde3257b446506853c2bc0415016
BLAKE2b-256 f21fa4eccbb8e1c5d7c159577fe416a256f67d706e32f13fc2ff513a14166bbb

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f4c58796ff91635eea77e951b73271304a7a49d60b8bddc894ab28a9680c5e78
MD5 d9e7bb1798a6217aafbfafa38acb7579
BLAKE2b-256 47ead2ef1402cf267aa1f3a26f1d8aa28ca15907f7abb2d34f760d1800b9b694

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 266.3 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 4722420981d21d0c9d3ecb11220e89a30b60b40309fe9c870fd3a8083d3b6232
MD5 8f9a9005b5c417a69e6cda8fe55f5184
BLAKE2b-256 8df4fc33fdb98e5a264131e65da1504c6cadcbc2a58b08213eaf8e305a3caa0a

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-win_amd64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-win32.whl.

File metadata

  • Download URL: aiofastnet-0.0.6-cp39-cp39-win32.whl
  • Upload date:
  • Size: 237.0 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 d80f7ad543baed3d076779282d29ffdad42321f978da903527af2f2fa94168a1
MD5 bddff2f5a329eab22584662b372d33e7
BLAKE2b-256 4d271de3da59b9602c9642a678f6a82f0f2b9d11128292d37b9ce18fe9b96d04

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-win32.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 45d2d5d756ff153146bb1c7d46667b7ab5b91c83eb8b81de0e9e12ab641e5130
MD5 abc9a5211fa00b134ccada0eb45ec838
BLAKE2b-256 0ff6ccb1004ca2a1d4872c506743f7e88297e04bb0fa18fcc59d6fc24c0f7d2e

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 f899eba312613aa4179a442ee3db60ba2d08308a88b00c1412b14b1851a89e86
MD5 33c38691c3b7b8cf6da5dc7caa5efce1
BLAKE2b-256 2c26554c6eb71a226909f90b0e117aa1edf0ed7a34320a08b6ddee5fcf64a5cd

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-musllinux_1_2_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 37e31b7123dfca93a2088a8f6717cbe7da27c1e55e3725e32df80f971af95bfd
MD5 82ec801d31c12eccedf573597d17d463
BLAKE2b-256 b62b2a3887c1ec3b53d4e302327ed574416c7914c3cebf5c250911059c37fe38

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 8fe4e858f32dc75a4212cba05d09f516c6325f8c71d3cc544cd2f8595baa7800
MD5 3ebdf99445d86c7e37be973e355d74fc
BLAKE2b-256 f76c9461a9e10b3b67b68d2ddd49705e1ca93468459d2796aa50dc2c3e7c3d7a

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1ed5c1209423bbbb56e62033630b1af8a2dbbe16bd2dc21a6c79840988f1ebe5
MD5 47620080a3ce62c0851515ee095da938
BLAKE2b-256 d4265f56899a51a606f5f42e1565ccccae878f25b04e2c1d1c9cd91f0d123e52

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file aiofastnet-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for aiofastnet-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 4233d81252779d77a2b6b8cc75d049a20ed58ded258986d0b4a00d611676cff7
MD5 40cb6f346a69655ef7162826f8ea83b9
BLAKE2b-256 a1123fa8a804a2f22b668cefeae7fae32769c3d5c4d86a24fdc5e41411190848

See more details on using hashes here.

Provenance

The following attestation bundles were made for aiofastnet-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl:

Publisher: release.yml on tarasko/aiofastnet

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

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