picows

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⚡ Introduction

picows is an ultra-fast, lightweight Python WebSockets client and server library for asyncio. Originally developed as part of an algorithmic trading project, it features a very efficient C implementation, a zero-copy interface and all possible speedups for the common modern CPU architectures.

With picows, you get unmatched, best-in-class latency and throughput!

The above chart shows the performance of various echo clients communicating with the same high-performance C++ server through a loopback interface. boost.beast client is also included for reference. You can find benchmark sources and more results here.

💡 Key Features

Faster (up to 2x) drop-in replacement for the popular websockets library.
Maximally efficient WebSocket frame parser and builder implemented in C/Cython
Reuse memory as much as possible, avoid reallocations, and avoid unnecessary Python object creation
Use aiofastnet to achieve excellent TCP/TLS performance regardless of the event loop used
Lower-level core API with non-async data path, to reduce latency and achieve maximum performance
Provide a Cython .pxd for efficient integration of user cythonized code with picows
Ability to check if a frame is the last one in the receiving buffer
Auto ping-pong with an option to customize ping/pong messages
Convenient method to measure websocket roundtrip time using ping/pong messages

📦 Installation

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

pip install picows

🤔 Getting started

picows provides two APIs:

A reimplementation of the popular websockets library's asyncio interface.
A low-level and significantly more efficient (lower latency, better throughput, zero copy) core API.

websockets API

This is a drop-in replacement; you only need to change imports to transition from websockets to picows.

Certain features from websockets library are not supported yet. Check out documentation for the full list.

Client

# Import picows.websockets instead of websockets
from picows.websockets.asyncio.client import connect
import asyncio


async def hello():
    async with connect("ws://localhost:8765") as websocket:
        await websocket.send("Hello world!")
        message = await websocket.recv()
        print(message)


if __name__ == "__main__":
    asyncio.run(hello())

Server

# Import picows.websockets instead of websockets
from picows.websockets.asyncio.server import serve
import asyncio


async def echo(websocket):
    async for message in websocket:
        await websocket.send(message)


async def main():
    async with serve(echo, "localhost", 8765) as server:
        await server.serve_forever()


if __name__ == "__main__":
    asyncio.run(main())

Core API

The Core API achieves superior performance by offering an efficient, non-async data path, similar to the transport/protocol design from asyncio.

The user handler receives WebSocket frame objects instead of complete messages. Since a message can span multiple frames, it is up to the user to decide the most effective strategy for concatenating them. Each frame object includes additional low-level details about the current parser state, which may help to further optimize the behavior of the user's application.

The Core API doesn't offer high-level features like permessage-deflate extension support or an async iterator interface for reading. These features are often not required in real-world applications, significantly slow down the data path, and make a true zero-copy interface impossible.

Client

import asyncio
from picows import ws_connect, WSFrame, WSTransport, WSListener, WSMsgType, WSCloseCode


class ClientListener(WSListener):
    def on_ws_connected(self, transport: WSTransport):
        transport.send(WSMsgType.TEXT, b"Hello world")

    def on_ws_frame(self, transport: WSTransport, frame: WSFrame):
        print(f"Echo reply: {frame.get_payload_as_ascii_text()}")
        transport.send_close(WSCloseCode.OK)
        transport.disconnect()


async def main():
    transport, client = await ws_connect(ClientListener, "ws://127.0.0.1:9001")
    await transport.wait_disconnected()


if __name__ == "__main__":
    asyncio.run(main())

Server

import asyncio
from picows import ws_create_server, WSFrame, WSTransport, WSListener, WSMsgType, WSUpgradeRequest


class ServerClientListener(WSListener):
    def on_ws_connected(self, transport: WSTransport):
        print("New client connected")

    def on_ws_frame(self, transport: WSTransport, frame: WSFrame):
        if frame.msg_type == WSMsgType.CLOSE:
            transport.send_close(frame.get_close_code(), frame.get_close_message())
            transport.disconnect()
        else:
            transport.send(frame.msg_type, frame.get_payload_as_memoryview())


async def main():
    def listener_factory(r: WSUpgradeRequest):
        # Routing can be implemented here by analyzing request content
        return ServerClientListener()

    server: asyncio.Server = await ws_create_server(listener_factory, "127.0.0.1", 9001)
    for s in server.sockets:
        print(f"Server started on {s.getsockname()}")

    await server.serve_forever()


if __name__ == "__main__":
    asyncio.run(main())

🔨 Contributing / Building From Source

Contributions are welcome!

Fork and clone the repository:

git clone git@github.com:tarasko/picows.git
cd picows

Create a virtual environment and activate it:

python3 -m venv picows-dev
source picows-dev/bin/activate

Install development dependencies:

# To run tests
pip install -r requirements-test.txt

Build in place and run tests:

python setup.py build_ext --inplace --dev
pytest -s -v

# Run specific test with picows debug logs enabled
pytest -s -v -k test_client_handshake_timeout[uvloop-plain] --log-cli-level 9

Run perf, see call graph

For Intel:

$ perf record -F 999 -g --call-graph lbr --user-callchains -- python -m examples.perf_test --msg-size 8192 --ssl
$ DEBUGINFOD_URLS= perf report -G -n --stdio

For AMD:

$ perf record -F 999 -g --call-graph dwarf --user-callchains -- python -m examples.perf_test --msg-size 8192 --ssl
$ DEBUGINFOD_URLS= perf report -G -n --stdio

Build coverage report:

Building for coverage testing requires enabling line tracing in cython, which significantly slows down extension modules. It is disabled by default. You would need to rebuild specifically with coverage support.

python setup.py build_ext --inplace --dev --with-coverage
pytest -s -v --cov=picows --cov-report=html

Build docs:

pip install -r docs/requirements.txt
make -C docs clean html

Metadata

Release files for picows 2.3.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for picows 2.3.1
File	Size	Uploaded
picows-2.3.1.tar.gz	103.4 kB	Sep 15, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for picows 2.3.1
File	Interpreter	ABI	Platform	Reset
picows-2.3.1-cp315-cp315t-win_arm64.whl 329.4 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Windows ARM64	Details
picows-2.3.1-cp315-cp315t-win_amd64.whl 388.5 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details
picows-2.3.1-cp315-cp315t-win32.whl 335.4 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-32	Details
picows-2.3.1-cp315-cp315t-musllinux_1_2_x86_64.whl 468.4 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp315-cp315t-musllinux_1_2_aarch64.whl 443.7 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 464.1 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
picows-2.3.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 436.2 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp315-cp315t-macosx_11_0_arm64.whl 400.1 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 11.0+ ARM64	Details
picows-2.3.1-cp315-cp315t-macosx_10_15_x86_64.whl 420.1 kB Sep 15, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 10.15+ x86-64	Details
picows-2.3.1-cp315-cp315-win_arm64.whl 312.0 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Windows ARM64	Details
picows-2.3.1-cp315-cp315-win_amd64.whl 363.9 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
picows-2.3.1-cp315-cp315-win32.whl 311.5 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Windows x86-32	Details
picows-2.3.1-cp315-cp315-musllinux_1_2_x86_64.whl 467.2 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp315-cp315-musllinux_1_2_aarch64.whl 437.2 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 463.6 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
picows-2.3.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 429.1 kB Sep 15, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp315-cp315-macosx_11_0_arm64.whl 385.7 kB Sep 15, 2026	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details
picows-2.3.1-cp315-cp315-macosx_10_15_x86_64.whl 406.7 kB Sep 15, 2026	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details
picows-2.3.1-cp314-cp314t-win_arm64.whl 330.5 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
picows-2.3.1-cp314-cp314t-win_amd64.whl 389.0 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
picows-2.3.1-cp314-cp314t-win32.whl 336.2 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
picows-2.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl 471.2 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl 445.4 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 466.3 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
picows-2.3.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 439.0 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp314-cp314t-macosx_11_0_arm64.whl 401.1 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
picows-2.3.1-cp314-cp314t-macosx_10_15_x86_64.whl 421.1 kB Sep 15, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
picows-2.3.1-cp314-cp314-win_arm64.whl 311.7 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
picows-2.3.1-cp314-cp314-win_amd64.whl 363.9 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
picows-2.3.1-cp314-cp314-win32.whl 311.9 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
picows-2.3.1-cp314-cp314-musllinux_1_2_x86_64.whl 467.4 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp314-cp314-musllinux_1_2_aarch64.whl 437.7 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 463.6 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
picows-2.3.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 429.9 kB Sep 15, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
picows-2.3.1-cp314-cp314-macosx_11_0_arm64.whl 386.6 kB Sep 15, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
picows-2.3.1-cp314-cp314-macosx_10_15_x86_64.whl 406.9 kB Sep 15, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
picows-2.3.1-cp313-cp313-win_arm64.whl 302.1 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
picows-2.3.1-cp313-cp313-win_amd64.whl 356.4 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
picows-2.3.1-cp313-cp313-win32.whl 306.5 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
picows-2.3.1-cp313-cp313-musllinux_1_2_x86_64.whl 465.5 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp313-cp313-musllinux_1_2_aarch64.whl 430.3 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 462.4 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
picows-2.3.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 423.6 kB Sep 15, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp313-cp313-macosx_11_0_arm64.whl 383.3 kB Sep 15, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
picows-2.3.1-cp313-cp313-macosx_10_13_x86_64.whl 405.1 kB Sep 15, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
picows-2.3.1-cp312-cp312-win_arm64.whl 302.0 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
picows-2.3.1-cp312-cp312-win_amd64.whl 356.5 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
picows-2.3.1-cp312-cp312-win32.whl 306.6 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
picows-2.3.1-cp312-cp312-musllinux_1_2_x86_64.whl 462.6 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp312-cp312-musllinux_1_2_aarch64.whl 427.9 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 459.5 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
picows-2.3.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 421.7 kB Sep 15, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp312-cp312-macosx_11_0_arm64.whl 384.8 kB Sep 15, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
picows-2.3.1-cp312-cp312-macosx_10_13_x86_64.whl 405.4 kB Sep 15, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
picows-2.3.1-cp311-cp311-win_arm64.whl 314.1 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
picows-2.3.1-cp311-cp311-win_amd64.whl 365.2 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
picows-2.3.1-cp311-cp311-win32.whl 313.0 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
picows-2.3.1-cp311-cp311-musllinux_1_2_x86_64.whl 465.0 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp311-cp311-musllinux_1_2_aarch64.whl 432.4 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 461.1 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
picows-2.3.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 427.1 kB Sep 15, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp311-cp311-macosx_11_0_arm64.whl 384.6 kB Sep 15, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
picows-2.3.1-cp311-cp311-macosx_10_9_x86_64.whl 404.5 kB Sep 15, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
picows-2.3.1-cp310-cp310-win_arm64.whl 314.8 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Windows ARM64	Details
picows-2.3.1-cp310-cp310-win_amd64.whl 364.2 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
picows-2.3.1-cp310-cp310-win32.whl 313.4 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
picows-2.3.1-cp310-cp310-musllinux_1_2_x86_64.whl 465.4 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp310-cp310-musllinux_1_2_aarch64.whl 433.6 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 463.3 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
picows-2.3.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 428.2 kB Sep 15, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp310-cp310-macosx_11_0_arm64.whl 387.4 kB Sep 15, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
picows-2.3.1-cp310-cp310-macosx_10_9_x86_64.whl 407.7 kB Sep 15, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
picows-2.3.1-cp39-cp39-win_arm64.whl 315.2 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Windows ARM64	Details
picows-2.3.1-cp39-cp39-win_amd64.whl 365.7 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
picows-2.3.1-cp39-cp39-win32.whl 314.2 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
picows-2.3.1-cp39-cp39-musllinux_1_2_x86_64.whl 467.4 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
picows-2.3.1-cp39-cp39-musllinux_1_2_aarch64.whl 434.9 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
picows-2.3.1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 464.4 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
picows-2.3.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 429.4 kB Sep 15, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
picows-2.3.1-cp39-cp39-macosx_11_0_arm64.whl 389.5 kB Sep 15, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
picows-2.3.1-cp39-cp39-macosx_10_9_x86_64.whl 409.6 kB Sep 15, 2026	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details

Total release size: 32.4 MB

Release files / picows-2.3.1.tar.gz

Download URL	picows-2.3.1.tar.gz
Size	103.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`d850ef8d999691e221ccc644a3708771d3a14d45822bca7723223054b6022198`
BLAKE2b-256 checksum How to use checksums	`5d3970276ba86a76c106f7e10acb738023c4a6dccfccd6306214fb2e0d43e6fb`
Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-win_arm64.whl

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Size	329.4 kB
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-win_amd64.whl

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Upload date	Sep 15, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-win32.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	picows-2.3.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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SHA-256 checksum: 361d07534f1385be665f7b1b1b9c06f9c4cab99caacac89a118ade29df5f9b9c Verifying attestations

Release files / picows-2.3.1-cp315-cp315t-macosx_11_0_arm64.whl

Download URL	picows-2.3.1-cp315-cp315t-macosx_11_0_arm64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315t-macosx_10_15_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315-win_amd64.whl

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Size	363.9 kB
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Tags	CPython 3.15 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: a6cd186188e9ffe1c118ed932e3ab3f2644b21bb11c8615bba28e8622adf4dd1 Verifying attestations

Release files / picows-2.3.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Release files / picows-2.3.1-cp315-cp315-macosx_11_0_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp315-cp315-macosx_10_15_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-win_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-win_amd64.whl

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Upload date	Sep 15, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-win32.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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SHA-256 checksum: aaff26771c5d85c478ffdbdd979450c2cb68000347af18eb8967be9fb668fc25 Verifying attestations

Release files / picows-2.3.1-cp314-cp314t-macosx_11_0_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314t-macosx_10_15_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-win_amd64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Publishing logs: github.com/tarasko/picows/actions/runs/34950515705/attempts/1

Artifact

Subject: picows-2.3.1-cp314-cp314-musllinux_1_2_aarch64.whl
SHA-256 checksum: 5e14f0fea5a75f7cc64502fec1bdbc63939c6231705790195b0451b08bde56b0 Verifying attestations

Release files / picows-2.3.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 8b5684c426abedda350c6f05a36c01023e131c85c8922ca1c5be5d413860736a Verifying attestations

Release files / picows-2.3.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp314-cp314-macosx_11_0_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp314-cp314-macosx_10_15_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp313-cp313-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp313-cp313-win_amd64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp313-cp313-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp313-cp313-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp313-cp313-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 8deeadfc50e86eb422a2e49c367a01b996bead63bf411b942bbeb63b1ecd2225 Verifying attestations

Release files / picows-2.3.1-cp313-cp313-macosx_11_0_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 7f36516a9b57b1f6e74cb44f23aaa86c9e9caea4a885ffdc5b8d580954890515 Verifying attestations

Release files / picows-2.3.1-cp313-cp313-macosx_10_13_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 15a4f596f16a8f5c997458a4b9440048dd6b92b81162db4290361c7fea8719cb Verifying attestations

Release files / picows-2.3.1-cp312-cp312-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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SHA-256 checksum: 0ecd894230b5783baf9f82f3c7479c9633b3612722bc0c475417008a28859c81 Verifying attestations

Release files / picows-2.3.1-cp312-cp312-win_amd64.whl

Download URL	picows-2.3.1-cp312-cp312-win_amd64.whl
Size	356.5 kB
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp312-cp312-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-macosx_11_0_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp312-cp312-macosx_10_13_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp311-cp311-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp311-cp311-win_amd64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp311-cp311-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp311-cp311-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp311-cp311-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	picows-2.3.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	picows-2.3.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 0d498d3969bf816db5900f4c73c136e48ae59db48b2393050c7f7d6d0ea287ad Verifying attestations

Release files / picows-2.3.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	picows-2.3.1-cp311-cp311-macosx_11_0_arm64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 8073924702489144ea9b98373a70b38d8028c5ef4b721867b8c6357473dc9ce2 Verifying attestations

Release files / picows-2.3.1-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	picows-2.3.1-cp311-cp311-macosx_10_9_x86_64.whl
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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp310-cp310-win_amd64.whl

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Upload date	Sep 15, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-win32.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-musllinux_1_2_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp310-cp310-macosx_11_0_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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Release files / picows-2.3.1-cp310-cp310-macosx_10_9_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-win_arm64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-win_amd64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-win32.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-musllinux_1_2_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-musllinux_1_2_aarch64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

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Artifact

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Release files / picows-2.3.1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

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Artifact

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SHA-256 checksum: 3b667cafd21cae69b0a2f7006b8540f7213de339a39e93767fdea1c536aceaf6 Verifying attestations

Release files / picows-2.3.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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SHA-256 checksum How to use checksums	`4488abb4052211bfd6bc4cfa5cc58f6c3967acd4241395978a674a0f9032ccbc`
BLAKE2b-256 checksum How to use checksums	`d3f886648ea7376bdfaeed001545fdd1c18a5edc9bd5679c51492c08cca2b955`
Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

Publishing configuration: github.com/tarasko/picows/blob/8c58187bc65027830cc7604a17fec3f8ced69850/.github/workflows/release.yml
Publishing logs: github.com/tarasko/picows/actions/runs/34950515705/attempts/1

Artifact

Subject: picows-2.3.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 4488abb4052211bfd6bc4cfa5cc58f6c3967acd4241395978a674a0f9032ccbc Verifying attestations

Release files / picows-2.3.1-cp39-cp39-macosx_11_0_arm64.whl

Download URL	picows-2.3.1-cp39-cp39-macosx_11_0_arm64.whl
Size	389.5 kB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`8145273d257304e5a20fbfe0377704d04ebf37803cedd8e292799bd87d30d083`
BLAKE2b-256 checksum How to use checksums	`67b3bc235d8b4a8cbfef470bc6a5bd175ebc445bd99edb7a8db82c733074498f`
Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

Publishing configuration: github.com/tarasko/picows/blob/8c58187bc65027830cc7604a17fec3f8ced69850/.github/workflows/release.yml
Publishing logs: github.com/tarasko/picows/actions/runs/34950515705/attempts/1

Artifact

Subject: picows-2.3.1-cp39-cp39-macosx_11_0_arm64.whl
SHA-256 checksum: 8145273d257304e5a20fbfe0377704d04ebf37803cedd8e292799bd87d30d083 Verifying attestations

Release files / picows-2.3.1-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	picows-2.3.1-cp39-cp39-macosx_10_9_x86_64.whl
Size	409.6 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`81bca16d0837126a40b9092679cc5be07c678bcbc68cbe6349be613d5765b7e3`
BLAKE2b-256 checksum How to use checksums	`7abe3aaf3d01ec47cdfa9cf9114025427116303176508bafbd7ae8fb262f13ae`
Upload date	Sep 15, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/tarasko/picows
Publishing commit: github.com/tarasko/picows/tree/8c58187bc65027830cc7604a17fec3f8ced69850

Workflow

Publishing configuration: github.com/tarasko/picows/blob/8c58187bc65027830cc7604a17fec3f8ced69850/.github/workflows/release.yml
Publishing logs: github.com/tarasko/picows/actions/runs/34950515705/attempts/1

Artifact

Subject: picows-2.3.1-cp39-cp39-macosx_10_9_x86_64.whl
SHA-256 checksum: 81bca16d0837126a40b9092679cc5be07c678bcbc68cbe6349be613d5765b7e3 Verifying attestations