Skip to main content

A Python game engine with Rust-powered native performance

Project description

Logo

PyG Engine

A Python game engine built on Rust and WebGPU (wgpu) with GPU rendering enabled by default

PyG Engine combines the ease of use of Python with the raw performance and safety of Rust. It leverages wgpu for modern, hardware-accelerated rendering across all major platforms (Vulkan, DirectX 12, Metal, OpenGL).

NOTE: This project is currently in Alpha. Features are under active development.

:rocket: Key Features

  • Modern Rendering: Powered by wgpu for cross-platform, high-performance graphics.
  • Rust Core: The heavy lifting is done in Rust, ensuring speed and memory safety.
  • Pythonic API: Designed to feel natural for Python developers.
  • Flexible Drawing: Easily draw lines, rectangles, circles, and pixels using pixel coordinates.
  • Mesh System: Render textured quads and game objects with a component-based architecture (using normalized coordinates).
  • Thread Safety: Safely issue rendering commands from background Python threads.
  • Robust Logging: Integrated tracing-based logging system with file support and configurable levels.
  • UI Components: Built in UI components built with extendability and custom styling. Easy callback function implementations included for buttons.
  • Unified Input System: Easily implement controls with an Axis system, keyboard macros, and event-based callback functions.

:books: Documentation

:eyes: Gallary

  • Snake: One of the provided examples

snake

:package: Installation

Requires Python 3.7+.

From PyPI (Coming Soon)

pip install pyg-engine

From Source

git clone https://github.com/aram-ap/pyg-engine.git
cd pyg-engine
pip install -e .

:zap: Quick Start

1. Basic Window & Logging

import pyg_engine as pyg

# Initialize the engine
engine = pyg.Engine(log_level="INFO")
engine.log_info("Welcome to PyG Engine!")

# Run a window (blocks until closed)
engine.run(title="My First Window", width=800, height=600)

2. Drawing Primitives (Pixel Coordinates)

import pyg_engine as pyg

engine = pyg.Engine()

# Draw shape objects
engine.draw([
    pyg.Line(
        start=pyg.Vec2(20, 20),
        end=pyg.Vec2(220, 80),
        color=pyg.Color.CYAN,
        thickness=2.0,
    ),
    pyg.Rect(
        position=pyg.Vec2(60, 120),
        width=180,
        height=90,
        color=pyg.Color.ORANGE,
        filled=False,
        thickness=3.0,
    ),
    pyg.Arc(
        position=pyg.Vec2(320, 180),
        radius=42,
        start_angle=0.0,
        end_angle=3.8,
        color=pyg.Color.YELLOW,
        filled=False,
        thickness=5.0,
    ),
])

# Draw text (built-in font by default)
engine.draw_text("Hello PyG", 32, 48, pyg.Color.WHITE, font_size=28.0)

# Start the application
engine.run(title="Direct Draw Demo", show_fps_in_title=True)

3. Using Game Objects & Meshes (World Coordinates)

import pyg_engine as pyg

engine = pyg.Engine()

# Create a GameObject
player = pyg.GameObject("Player")

# Add components through the shared component API
mesh = pyg.MeshComponent("PlayerSprite")
mesh.set_geometry_rectangle(1.0, 1.0)  # 1 world unit wide and tall
mesh.set_fill_color(pyg.Color.RED)
player.add_component(mesh)

# Local transform (world-space while unparented)
player.position = pyg.Vec2(0.0, 0.0)
player.scale = pyg.Vec2(0.5, 0.5)

player_id = engine.add_game_object(player)

# Runtime lookup + lifecycle helpers
runtime_player = engine.objects.get_id(player_id)
camera = engine.camera
runtime_player.enabled = True
# engine.destroy(runtime_player)

engine.run(title="Game Object Demo")

4. Function-Based Update Loop

import pyg_engine as pyg

engine = pyg.Engine()

def update(dt, engine, frame):
    if engine.input.key_down(pyg.Keys.ESCAPE):
        engine.log("Exiting Pyg-Engine!")
        return False
    engine.clear_draw_commands()
    # draw/update game state...

engine.run(
    title="Callback Loop",
    show_fps_in_title=True,
    update=update,
    max_delta_time=0.1,
)

run(update=...) supports callbacks with no arguments, a single context argument, or named argument injection (dt, engine, input, elapsed_time, frame, user_data).

For fully manual loop control, use start_manual(...) then drive poll_events(), update(), and render() yourself. The callback acts as a global frame hook; planned per-GameObject scripts are intended to run in the engine update phase before this global callback. Runtime guard: calling run(...)/start_manual(...) while another loop is active raises RuntimeError.

:wrench: Architecture & Roadmap

Current Capabilities

  • Window Management: Resizable windows, VSync control, Fullscreen support.
  • 2D Rendering:
    • Primitives: Shape-first immediate drawing using pixel coordinates.
    • Text: Built-in open-source font rendering with optional custom font files.
    • Meshes: Component-based world-space rendering plus immediate mesh drawing.
    • Layers: Float draw ordering for composition.
  • Component System: Basic GameObject with TransformComponent and MeshComponent.
  • Input System: Rust input manager (Keyboard, Mouse, Gamepad) to Python.
  • Loop Control: run(...) with optional callback and explicit start_manual(...) mode.
  • Object Positioning System: A straightforward method for moving and transforming your objects.
  • Camera Controls: Move your camera, customize backgrounds, set view area and fitment properties.
  • UI System: Built-in UI components.

Planned Features (Roadmap)

  • Audio Manager: Audio loading, playback, mixing, and timing.
  • Engine Loop (Upgrade): Coroutines and global event systems.
  • Physics Engine: 2D rigid body physics and collision detection.
  • Scripting: Enhanced script attachment to GameObjects with frame-lifecycle hooks.
  • Additional Primitives: Added capabilities for more basic shapes, arcs, SVGs, and function-based shapes.
  • Advanced Rendering: Shaders, Particles, and Post-processing.

:open_file_folder: Examples

Check the examples/ directory for more complete demonstrations:

  • python_direct_draw_demo.py: Shows the new engine.draw(...) shape API.
  • python_mesh_demo.py: Demonstrates the GameObject and Mesh system.
  • python_threading_demo.py: Advanced: Spawns a background thread that safely updates the UI using engine.get_handle().
  • python_manual_loop.py: Shows how to control the game loop manually (start_manual -> poll -> update -> render).
  • python_function_update_demo.py: Shows callback-based loop control via engine.run(update=...).
  • python_snake_demo.py: Playable Snake game using immediate-mode drawing and keyboard input.
  • python_camera_worldspace_demo.py: Shows how to move objects and use the camera system along with other mouse and keyboard controls.
  • ui_demo.py: Demonstrates the UI system, button functions, and text label updates.

:hammer_and_wrench: Development & Testing

To set up the development environment:

# Install in editable mode
pip install -e .

# Run tests
pytest tests/ -v

📄 License

MIT License

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

pyg_engine-1.2.6.tar.gz (15.1 MB view details)

Uploaded Source

Built Distributions

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

pyg_engine-1.2.6-cp314-cp314t-win_amd64.whl (4.5 MB view details)

Uploaded CPython 3.14tWindows x86-64

pyg_engine-1.2.6-cp314-cp314t-win32.whl (4.2 MB view details)

Uploaded CPython 3.14tWindows x86

pyg_engine-1.2.6-cp314-cp314t-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp314-cp314t-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp314-cp314t-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

pyg_engine-1.2.6-cp314-cp314-win_amd64.whl (4.5 MB view details)

Uploaded CPython 3.14Windows x86-64

pyg_engine-1.2.6-cp314-cp314-win32.whl (4.2 MB view details)

Uploaded CPython 3.14Windows x86

pyg_engine-1.2.6-cp314-cp314-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp314-cp314-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp314-cp314-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

pyg_engine-1.2.6-cp313-cp313-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.13Windows x86-64

pyg_engine-1.2.6-cp313-cp313-win32.whl (4.1 MB view details)

Uploaded CPython 3.13Windows x86

pyg_engine-1.2.6-cp313-cp313-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp313-cp313-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp313-cp313-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

pyg_engine-1.2.6-cp312-cp312-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.12Windows x86-64

pyg_engine-1.2.6-cp312-cp312-win32.whl (4.1 MB view details)

Uploaded CPython 3.12Windows x86

pyg_engine-1.2.6-cp312-cp312-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp312-cp312-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp312-cp312-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

pyg_engine-1.2.6-cp311-cp311-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.11Windows x86-64

pyg_engine-1.2.6-cp311-cp311-win32.whl (4.1 MB view details)

Uploaded CPython 3.11Windows x86

pyg_engine-1.2.6-cp311-cp311-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp311-cp311-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp311-cp311-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

pyg_engine-1.2.6-cp310-cp310-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.10Windows x86-64

pyg_engine-1.2.6-cp310-cp310-win32.whl (4.1 MB view details)

Uploaded CPython 3.10Windows x86

pyg_engine-1.2.6-cp310-cp310-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp310-cp310-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp310-cp310-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

pyg_engine-1.2.6-cp39-cp39-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.9Windows x86-64

pyg_engine-1.2.6-cp39-cp39-win32.whl (4.1 MB view details)

Uploaded CPython 3.9Windows x86

pyg_engine-1.2.6-cp39-cp39-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp39-cp39-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp39-cp39-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

pyg_engine-1.2.6-cp38-cp38-win_amd64.whl (4.4 MB view details)

Uploaded CPython 3.8Windows x86-64

pyg_engine-1.2.6-cp38-cp38-win32.whl (4.1 MB view details)

Uploaded CPython 3.8Windows x86

pyg_engine-1.2.6-cp38-cp38-musllinux_1_2_x86_64.whl (6.2 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

pyg_engine-1.2.6-cp38-cp38-manylinux_2_28_x86_64.whl (6.0 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.28+ x86-64

pyg_engine-1.2.6-cp38-cp38-macosx_11_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

File details

Details for the file pyg_engine-1.2.6.tar.gz.

File metadata

  • Download URL: pyg_engine-1.2.6.tar.gz
  • Upload date:
  • Size: 15.1 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pyg_engine-1.2.6.tar.gz
Algorithm Hash digest
SHA256 42194235f895f5dd1941bd611a1ca26df263a02bba0ba1c0d883c68b2cbda2ab
MD5 172410242773f1813496d99ac291a8af
BLAKE2b-256 fcf2bcf61256daebd1ab08ad41af06402cea79305534baf5024cb990af89e522

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6.tar.gz:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 068c98361b54da6854ad51aab72b515d587509b3ab36f585f7cdf89d08d53a3b
MD5 e9b405be052f7999886dabc28d2e4f52
BLAKE2b-256 a8ed527f47d7fe2f510a6f7fb64373f23851fa88972d47362e0bea5044d2f759

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314t-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314t-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 4.2 MB
  • 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 pyg_engine-1.2.6-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 df9d477862299444df78be6b3287117fb739d4a8137d94c67e3cba7077a4f06f
MD5 f28e010a85348948ab439e199af1fdc2
BLAKE2b-256 ac0b88da75af15a13c583230a89affe04561786d04d18ec12ce1499a0e497a0d

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314t-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 21cebf04bddabff36024bbf88126f975dec1d825651188dce9f9cd5673fc51cb
MD5 75012fda3a540468b2b6deb9431cca63
BLAKE2b-256 b703be5d907d38b0762391a638275a54c5e69918ceb825e23bdc5236ccdb36e1

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314t-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314t-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314t-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 619a88358e0c3b634f242751cca29795b14a8ab57945b4cbff9f485a1de25283
MD5 61883e81ff3e7b509a4cb8c352c88197
BLAKE2b-256 6a579c60570a7e5d00565dbd4bfa47cbaa810a0b8eb11e464bc6b49ffe58232e

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314t-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8a9528816efe0161acaab56b274da803eba3f070589e9e8fdc64404d79d8cdb2
MD5 0e26ceffa24393548eccae6757504251
BLAKE2b-256 bb471b4d6d561c65520e0d97d2628ce54991e029465206b9945d46e264c5f9d3

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314t-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 4.5 MB
  • 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 pyg_engine-1.2.6-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 2dafd81b59daa5a8424f0d3a665e249472618be71216ce8b1a0d1643395e8204
MD5 46e01c3f570de28dc4ea59fe18733ec3
BLAKE2b-256 64cf25e1e11af6b0b10d227ed485844835600abe2f538a954416931ab64b01e3

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp314-cp314-win32.whl
  • Upload date:
  • Size: 4.2 MB
  • 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 pyg_engine-1.2.6-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 b10c5a906a994b86a42bd52c95624cde6e9be8a4ea0dc58e4d8fc91374e6dd65
MD5 bdcc60d84cc8cefbf7e94344e538f15c
BLAKE2b-256 14820d51e099b2711123ed7ed6e805dc40f0806e89a2706f09678801f77b0b29

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 89267668fd91ddddd235857752b7d05107babc2a119453b1dbc732ab409f9590
MD5 ada1f0a79ee2cfa563fa1880dfb62f77
BLAKE2b-256 4f5f83c21ee48e1b2b95e146052e511a53b6e14765f8b167337f1f16f26e7c4a

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6ac6ab7c73a9f9728f3822313db35734afa0f2a1fca4c67e9779d0a65daacc71
MD5 6b888a646c8405ee9dcde2b4bfa33ee5
BLAKE2b-256 9a4d5077c2beead80c40d66bd79eb9ad7d927ae50cbab89248f1f5002770d051

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ef51ba67d0b64a77120eceb63c77df491a24182e8d98e1435533a84509a700cf
MD5 49787d0947ab2e9ee3415edca571c2db
BLAKE2b-256 a794e5873fdfb3702d778ae7d66f5bc03b9c0c20db0a4389692b20696f088cca

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • 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 pyg_engine-1.2.6-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 c94823adae3b280c4956200d7e8d6d9a812878c8bb7099942275a54a87ac7a2f
MD5 3d4ae3125e3b75d7bd2b94a722064715
BLAKE2b-256 3d2c9faefe762fa71a1331d823efbd3ef3cbfb7e56786e71e66a9cdbeb94026d

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp313-cp313-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp313-cp313-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp313-cp313-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • 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 pyg_engine-1.2.6-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 72f7be02401fa94b045a588f7c21b8964aee745e852b113c3053ca68fc255b79
MD5 325906fb48c364c1a70b6f3d46b07035
BLAKE2b-256 eaa150d885be16a529ce3879eede0f4cfcd5969b7619c2908e8cf4c66b5d9acc

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp313-cp313-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 fd4b222a82e10348c79060185648cf912c47f396a99f437986e94667f0a1787a
MD5 47bb82836c55c4f48331f1dc675710ea
BLAKE2b-256 6b6647db1156f2b8eadb864af2448ddfaf159ed2e729fb85908cf3fc585b3f44

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp313-cp313-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp313-cp313-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 69d2907c578a2718b313db2bd3de65d7a8f5ed6802f93a479d914b872b1da5bd
MD5 577f44fdc0011ca41e9a33d3eb806f2f
BLAKE2b-256 c35c1ceae83fd03136587fc034c3ae24aaa5f051576386a0097ed6f697921f42

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp313-cp313-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 99401241b58a1cb6f10f04a5f3271ffb93644feb0b1bc9b2f798bd2da0f47ffd
MD5 a7b2d8b4313fae473e50bbe03c3b86bc
BLAKE2b-256 03ef4a1f09f9414e4d4422a9a9433a72789b967fb039ec121a5bbbdfef2aef5d

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • 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 pyg_engine-1.2.6-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 382ec05159d7bf2d22e2d2d3f72a60c96edf2ab0037d8df70b5435b412bdf400
MD5 3152fedcb5e90632314bf50857f5adfb
BLAKE2b-256 141d0a32db64aa7dfc9607440fdb9dfe300351da154f68b6c163d139029d2ad9

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp312-cp312-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp312-cp312-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp312-cp312-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • 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 pyg_engine-1.2.6-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 e470d276784a54d390cf0101561512a3c7c2d1e3e8eb60b21adcb151ac098085
MD5 082e9a7ef23c873855581aa7751ad837
BLAKE2b-256 e3bdc8dd6351231aa496ca8d16b165e04af00aa405eea21aad9fec8afee55424

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp312-cp312-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c14149f29a0c351eb89b12a971f3a85277a9721c962c041c927ba621bc90673e
MD5 368a3719fcd0970ac1bc31c69733da18
BLAKE2b-256 a53c2fba933cf0f8c8d75dd318182de11c292ac45a0fc7ae2e0816bf9eb04215

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp312-cp312-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp312-cp312-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 775401a97d44fd76875a958c417dd8acf26734952d430081848b38e7b7687f9f
MD5 e05feefe1bb53c60a394c0e73edaf152
BLAKE2b-256 2fd8f248d1ccd46cc60b22cc60ba0160ec1026eacb340aac4f041645fd28a239

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp312-cp312-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ed997c9de97349b739b0a8423ac8f43c4d6d366477e08974feaa7e8068d869ad
MD5 a4f4ae617d314c4573760b1ec78942dd
BLAKE2b-256 e5fcd101d4b3f2d02fe7a2d9e46212aa227beed9491fd771e0bb411e55141944

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • 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 pyg_engine-1.2.6-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 7a21067aa98701a65babe8292f7b62cdfade91b7a3b64704d008481da92d893d
MD5 856affbe42e889386c34157a4c7d2512
BLAKE2b-256 d82bc75e9543f6e1b79f20588b477cc8940773bb04840a2d9323189455407347

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp311-cp311-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp311-cp311-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp311-cp311-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • 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 pyg_engine-1.2.6-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 a4e00c20f512c6a6389353aab6096550f440f8235e4b6e1edb915599c68bc4de
MD5 665931c669655dfb2d9981fe450d63a6
BLAKE2b-256 57d82cdfcafed6995232e7ed3132926d2fcbdeb3c54c5da72bfc2d5f38aa999c

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp311-cp311-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a87c1395d521aeccecf598e225f39967a65e281038b2b1529759e2835661fe77
MD5 8183db00b795a96fd71cf19c0d9fe69b
BLAKE2b-256 63a4eeb294ddb0e3ea733d9776f6a7bcee4293fee5b52f51089c564974ed4be2

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp311-cp311-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp311-cp311-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 76812d066fb89f5bbf0c235b711ed501b1c73664974fb8d44e8af9fda6f34c7d
MD5 5fa7d77735b0a381663abd9a917d3658
BLAKE2b-256 44e5297dbecde57c940719719065d1e435685ef07b4f21fdd39ea04b45319eba

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp311-cp311-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f2145c5485a980bbdc69d867bd3a2e0d8347ab9bcecc922eca5618d6bddc04c8
MD5 e889462d22b1334be8c22ca16aed2437
BLAKE2b-256 3b29032140df61c1d85ad3b1209f62d5c7648dba105b506b7e52858a3cf31fd7

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • 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 pyg_engine-1.2.6-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 1cd9d74b79331359dd943585ddf6163a22b9ef2a7ad3fc1c52f165aa4419cf31
MD5 d5d58654597194a2404ff684b2b004fb
BLAKE2b-256 04adc37fa1f0b7b2722ab98defebf2ebe0455898b4738868de4c7740a7d2b8cf

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp310-cp310-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp310-cp310-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp310-cp310-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • 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 pyg_engine-1.2.6-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 7441c4a1fc666d2f8f07004de67e64f5e51038a9e6c800f544e585bc48216393
MD5 2708a7af5e267b83e155695e5107648e
BLAKE2b-256 9488fc7b7b5e210d67dc3431b096ab3db073ceabc775698fb31a3d9b85a9c6dc

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp310-cp310-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 00970dd4fca94637e1668e98e473cb4cdf88a3d02ad6e65dd109fc012d46995c
MD5 efabe138183820c2f12885f92cf2c66d
BLAKE2b-256 b24cadea7bbe2c88b34911a44dbe5eaf0e3c4df9ada300ff51bd8d2b9d75761f

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 a10a899d20752ea42581b8659e3d1604816a2b965f9dce1e08e19e8aac25576e
MD5 b723f7be2d475c4d80b8c556239b1b8e
BLAKE2b-256 71f06e2d9664d102d45feafc55e7986cce4c1221f2e8d92d73eeb215ad31168a

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp310-cp310-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d4db749bc9abfc06a66cc8e951ba35c514d8076d71d347d51e8665c7f8852969
MD5 b95cd41409f65a1578fe81e1652e4d9f
BLAKE2b-256 a5b56f9e159bceca7a2f537e29127f5be3d1b854ecf0914edb4f3de225078ad7

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • 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 pyg_engine-1.2.6-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 870db24c733f2bf0d948b4356b5d70536356602217afb054eea4d228634d0c45
MD5 374b64778f3d0ea3d4964c38d440973c
BLAKE2b-256 2a7f9364e5eb0a9891fae2680212e78781e5a729c2894826bebf0b91003ab2cf

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp39-cp39-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp39-cp39-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp39-cp39-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • 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 pyg_engine-1.2.6-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 1d09d6888071cce27712512d98c3d1a62b57c568b6ec59a3b8253cb68aac018f
MD5 f4744fc70361586065b1015e44e15c8b
BLAKE2b-256 0a12455c0782d83eb6187bdcffff7ec5a157ec7fabb1759705dfb5fe1e97b49c

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp39-cp39-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 8004429616afb226300ea7352a19995b811accc0775a876ebdab77326eb08fab
MD5 1500042288f5cea291c5888251472c78
BLAKE2b-256 bfc32499cd6d2fb2612126277e7a158ab0b9a7112851a2d03ddc6f7def757f71

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp39-cp39-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp39-cp39-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp39-cp39-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 2c43104fd2d7eb7e7e49dfe5c1f04e75938aa38115301ebc11d608514b7d5089
MD5 c5b7f93f49978db9f27f1fba538c470e
BLAKE2b-256 59e0917bd4fe18315c170a8c906e2b7b349cba53b216b3dbe656595ae94e816b

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp39-cp39-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 892232e1b42532763be12595824c38c85770e1f5d26b0da47e473a49f532c371
MD5 240c4b76acae7700f45354fe89689360
BLAKE2b-256 8c0983b3285a1ccab0ed41432bec520d9486754aceafa318fafa962cbed7bc3f

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 4.4 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pyg_engine-1.2.6-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 9ead4e75a478893be715349fe381c3c8cf6abb88699e7756d802796f3971e155
MD5 7f03088124f9c45055918c321a61129b
BLAKE2b-256 4443b5dd9ed75070078f9ec2707fe17c4d9b7342e3f70e107d20f8fa8940d3df

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp38-cp38-win_amd64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp38-cp38-win32.whl.

File metadata

  • Download URL: pyg_engine-1.2.6-cp38-cp38-win32.whl
  • Upload date:
  • Size: 4.1 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pyg_engine-1.2.6-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 c07638043f88296141dfc46b1e9f0868f8fb167482f918a30fb18632b8ceb12f
MD5 878442bcafc8763329aed364ee706866
BLAKE2b-256 af306ce4c6ba3ed4e44e67602913cd675515dbaa04cde01ae22ae8d9930425c1

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp38-cp38-win32.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 681e1f7ae028199737cdbf204395b29744a91ad1c19d8d6b67906c96654e3409
MD5 2bee3273c7f02aaa03d4511801890b31
BLAKE2b-256 640afaa2930be5019b1df1246af590129350af5020a5c95f5ea7a0c1e46aba70

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp38-cp38-musllinux_1_2_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp38-cp38-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp38-cp38-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 7f2a86bda71b1b794f3039405fb85b9a1f89fac02743cc3354702ab397986c37
MD5 3574bdf3f6878f97f5df91b4599a6ef0
BLAKE2b-256 828638d66e8fc216ec485b667cfd55a60d90277cf08e3cf7b3082b235eaa7428

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp38-cp38-manylinux_2_28_x86_64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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

File details

Details for the file pyg_engine-1.2.6-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pyg_engine-1.2.6-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 cdf18ad0b69dc9f92b20eee961767b8b3c6bf39b3f031a2d4b1aadca6cb6ff79
MD5 6f359bb7d2fc7819c8938cedff35c63c
BLAKE2b-256 9fa613311704050883e0990660f4748429cf195a588549ed4731d386ffe82cce

See more details on using hashes here.

Provenance

The following attestation bundles were made for pyg_engine-1.2.6-cp38-cp38-macosx_11_0_arm64.whl:

Publisher: publish-to-pypi.yml on aram-ap/pyg-engine

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