VTracer: Python Binding

Raster to Vector Graphics Converter built on top of visioncortex

Article | Demo | Download

_{Built with 🦀 by The Vision Cortex Research Group}

Introduction

visioncortex VTracer is an open source software to convert raster images (like jpg & png) into vector graphics (svg). It can vectorize graphics and photographs and trace the curves to output compact vector files.

Comparing to Potrace which only accept binarized inputs (Black & White pixmap), VTracer has an image processing pipeline which can handle colored high resolution scans.

Comparing to Adobe Illustrator's Image Trace, VTracer's output is much more compact (less shapes) as we adopt a stacking strategy and avoid producing shapes with holes.

VTracer is originally designed for processing high resolution scans of historic blueprints up to gigapixels. At the same time, VTracer can also handle low resolution pixel art, simulating image-rendering: pixelated for retro game artworks.

A technical description of the algorithm is on visioncortex.org/vtracer-docs.

Install (Python)

pip install vtracer

Usage (Python)

import vtracer

input_path = "/path/to/some_file.jpg"
output_path = "/path/to/some_file.vtracer.jpg"

# Minimal example: use all default values, generate a multicolor SVG
vtracer.convert_image_to_svg_py(inp, out)

# Single-color example. Good for line art, and much faster than full color:
vtracer.convert_image_to_svg_py(inp, out, colormode='binary')

# Convert from raw image bytes
input_img_bytes: bytes = get_bytes() # e.g. reading bytes from a file or a HTTP request body
svg_str: str = vtracer.convert_raw_image_to_svg(input_img_bytes, img_format='jpg')

# Convert from RGBA image pixels
from PIL import Image
img = Image.open(input_path).convert('RGBA')
pixels: list[tuple[int, int, int, int]] = list(img.getdata())
svg_str: str = vtracer.convert_pixels_to_svg(pixels, img.size)

# All the bells & whistles, also applicable to convert_raw_image_to_svg and convert_pixels_to_svg. 
vtracer.convert_image_to_svg_py(inp,
                                out,
                                colormode = 'color',        # ["color"] or "binary"
                                hierarchical = 'stacked',   # ["stacked"] or "cutout"
                                mode = 'spline',            # ["spline"] "polygon", or "none"
                                filter_speckle = 4,         # default: 4
                                color_precision = 6,        # default: 6
                                layer_difference = 16,      # default: 16
                                corner_threshold = 60,      # default: 60
                                length_threshold = 4.0,     # in [3.5, 10] default: 4.0
                                max_iterations = 10,        # default: 10
                                splice_threshold = 45,      # default: 45
                                path_precision = 3          # default: 8
                                )

Rust Library

The (Rust) library can be found on crates.io/vtracer and crates.io/vtracer-webapp.

Metadata

Release files for vtracer 0.6.15

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

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Source distribution for vtracer 0.6.15
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Download URL	vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	Linux musl 1.2+ x86-64 PyPy 3.9 PyPy 3.9 7.3
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	Linux musl 1.2+ x86-32 PyPy 3.9 PyPy 3.9 7.3
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_armv7l.whl

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Size	1.3 MB
Tags	Linux musl 1.2+ ARMv7l PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`1930d3219174012f243d72fd6d7c779c4e4c053f9f3a20155b952c0e9de6f651`
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	Linux musl 1.2+ ARM64 PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`3d53776194bcb0425330181a938b5861d7f7528e08ff326f17d034a3006d0359`
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	Linux glibc 2.17+ IBM System/390x PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`12fb78302b44e788fda8ec76317054506e3f0b2411e26d39eb2c38b0fe937c44`
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	Linux glibc 2.17+ PowerPC 64-le PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`5c3dccee53d93b118e8ef0063d3534ac616c2dae4ad429abd0f92af6bfe96fbe`
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.1 MB
Tags	Linux glibc 2.17+ ARMv7l PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`d68e1503d337aad3d0a7913e45a165a5176839bb78b5186694e2d5661a69bcd6`
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Release files / vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.9 PyPy 3.9 7.3
SHA-256 checksum How to use checksums	`f800352e21f56aa8d59ef46c9da8338b3ebfc85c3b84eccf6e15fda685d098de`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	Linux musl 1.2+ x86-64 PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`0568313f6c2e102763c26a5209b8527fa862763f90357be3f2bf0ca560236341`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	Linux musl 1.2+ x86-32 PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`81013c3d760f1481bcce7c783e45596d9d8063207c21063f1d3972b692604020`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	Linux musl 1.2+ ARMv7l PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`d06da7bbe78ee01bc5e1f1874e5bd37b61648743fb0bdd4d794196ec05341751`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	Linux musl 1.2+ ARM64 PyPy 3.8 PyPy 3.8 7.3
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	Linux glibc 2.17+ IBM System/390x PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`f5df4b1d1a63cdf5aab3369b69c1884ffaf910f17acfab927444c71aae44977b`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	Linux glibc 2.17+ PowerPC 64-le PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`987d80bf61934253632aa08425ef266eee00be3487a29f7a401f8bbb5f2ca46d`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.1 MB
Tags	Linux glibc 2.17+ ARMv7l PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`a688b6e56621c04e8f72b104e7dd3cb82818f7c4153a864666c1513f71f94aa7`
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Release files / vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.1 MB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.8 PyPy 3.8 7.3
SHA-256 checksum How to use checksums	`637f4baca9c7165c416b5ed31352424df2fdbf2223de5cc969d9702f093dae0f`
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Release files / vtracer-0.6.15-cp314-cp314-win_arm64.whl

Download URL	vtracer-0.6.15-cp314-cp314-win_arm64.whl
Size	793.1 kB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`64e2aabc5d019593e7ab2bec42b3437d32e1ec494be0fbd37b5806fe18a60d6d`
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Release files / vtracer-0.6.15-cp314-cp314-win_amd64.whl

Download URL	vtracer-0.6.15-cp314-cp314-win_amd64.whl
Size	842.8 kB
Tags	CPython 3.14 Windows x86-64
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Release files / vtracer-0.6.15-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp314-cp314-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`11b69b8b813951eb6e5e000bd3170f43f407449815af5f6b3a7140202ceea71e`
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Release files / vtracer-0.6.15-cp314-cp314-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp314-cp314-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`0a84ae7f3fd4c334500be7e27e121f278b6d73425274f91d818e725ff68400ae`
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Release files / vtracer-0.6.15-cp314-cp314-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp314-cp314-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.14 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`50eed917b2acf0c5a44568cee0359fc49cc9397605d06b87326e6c96be64bd8d`
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Release files / vtracer-0.6.15-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp314-cp314-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.14 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`5841e720c69f0b90d7922c3e19f5b1f5ead374ab61d3c752c3beb146103e23fc`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`e254fd9a9780d684d17772dc9c243a8739ab15c2f55455d4b96f2db7987b86e8`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.14 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`04a005f0aca7c3a8c226f8dab20a69cfeb3a5859a1a86357d01e850d9444133e`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.14 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`5ad33eb200985886ae5ba81865fbcc7aedf7ba816ce83ce4042f1145d88dee1a`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.14 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`56bad69b0b3885429bf268bfe701e125641dde66c1f652a33a8c2c2b67e058f2`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`e2b1c806b5f9d9904a24733437c619d3ee2796610326bdeda8f313bbdbbaece9`
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Release files / vtracer-0.6.15-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`0081f8b233e8d661774252525f724d6f3e2eb4563bfe5a069daa4644cf79eebb`
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Release files / vtracer-0.6.15-cp314-cp314-macosx_11_0_arm64.whl

Download URL	vtracer-0.6.15-cp314-cp314-macosx_11_0_arm64.whl
Size	949.5 kB
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SHA-256 checksum How to use checksums	`a845d023d5704eb4edf017cb4e57cad2c7dec36d80160b7f6eab744ca8121e68`
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Release files / vtracer-0.6.15-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	vtracer-0.6.15-cp314-cp314-macosx_10_12_x86_64.whl
Size	1.0 MB
Tags	CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`51b9069e87ea022249352f585a2774a07db7434743b8ddae5e49761c33412ceb`
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Release files / vtracer-0.6.15-cp313-cp313-win_arm64.whl

Download URL	vtracer-0.6.15-cp313-cp313-win_arm64.whl
Size	793.1 kB
Tags	CPython 3.13 Windows ARM64
SHA-256 checksum How to use checksums	`9c039a5f1370e1a54a2977121f466bc5100462163a289ab08602b4af623bf7b7`
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Release files / vtracer-0.6.15-cp313-cp313-win_amd64.whl

Download URL	vtracer-0.6.15-cp313-cp313-win_amd64.whl
Size	842.8 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`f9b5c9eb4c3b0fb977705799a0382625587dcf643666b343ff5a4c88a597ec31`
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Release files / vtracer-0.6.15-cp313-cp313-win32.whl

Download URL	vtracer-0.6.15-cp313-cp313-win32.whl
Size	806.7 kB
Tags	CPython 3.13 Windows x86-32
SHA-256 checksum How to use checksums	`76c2b721ea5a30049d5b0ac75dd1e488b9236dbe6f21b411b4c81eef32884358`
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Release files / vtracer-0.6.15-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp313-cp313-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`cb2c44e789b0bcc0da2bec40051c2e6a4dcda01969ae7b802d1002af46b02033`
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Release files / vtracer-0.6.15-cp313-cp313-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp313-cp313-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`5939c95010b0a9f8e21bc6df3450b294f80d82a58615cb548dd18ba671901da6`
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Release files / vtracer-0.6.15-cp313-cp313-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp313-cp313-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.13 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`f1f6ca137cfe9eaa559fa1da2010d0bcb3e087903b5309b7c924265f580fc517`
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Release files / vtracer-0.6.15-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp313-cp313-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.13 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`dca2d9b7a674b7572186f2d2ae816ecd6e5fe9f6569ad72d88c00734c80e0b2e`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`d473452b53b359504aa229d944bbc24e609e5a01ee4766a99f8573f476918dd0`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.13 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`d091923768078dc0f8825a1eedc529a365d37e7b536ac458349d8dcec318ed6b`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.13 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`c3471de69c28c2f36345a0ec054d987d8be2f1e4dad38182804eb4e2346f1fbe`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`f3cc2c97bc8682d896f6dd0ae20f4db75d515c7403e8780104c99e060b0b1646`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.13 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`033d588c2fd06a6a622eae084eb3499548e7c7f96708c6423c09bb1bd9a990c9`
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Release files / vtracer-0.6.15-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`6c76d3247d9d7c3a060a6aa6929ddb1922326b569d9cfde163c36278f1a31127`
BLAKE2b-256 checksum How to use checksums	`52e0b28587d32f156ba7704da270b28d9e50b658dea3c087146b07cf5f3a2a12`
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Release files / vtracer-0.6.15-cp313-cp313-macosx_11_0_arm64.whl

Download URL	vtracer-0.6.15-cp313-cp313-macosx_11_0_arm64.whl
Size	949.5 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`b9ebb19183075bfa803107f2f62e4fa789de6ce29e43e77b0d652b158e22eaec`
BLAKE2b-256 checksum How to use checksums	`41ad262a4c42aa0212972bc143868bfe30a167b61c0bf88ffb63765f617053f5`
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Release files / vtracer-0.6.15-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	vtracer-0.6.15-cp313-cp313-macosx_10_12_x86_64.whl
Size	1.0 MB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`b07f46d2b501c4226471bce62f5d7ac39c0f16741893d8617381429bec1c7b3e`
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Release files / vtracer-0.6.15-cp312-cp312-win_arm64.whl

Download URL	vtracer-0.6.15-cp312-cp312-win_arm64.whl
Size	793.1 kB
Tags	CPython 3.12 Windows ARM64
SHA-256 checksum How to use checksums	`17a1a4c3c65eff7b9405d11594a671b53fe5af2153efa96bf7b8a4155f20dcdc`
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Release files / vtracer-0.6.15-cp312-cp312-win_amd64.whl

Download URL	vtracer-0.6.15-cp312-cp312-win_amd64.whl
Size	842.8 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`b0f08b66734e41872d4ac343ed6d08870b3235346def3e112e10b3b2443e619e`
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Release files / vtracer-0.6.15-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp312-cp312-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`20fa7c26495bd8501a185ae268bcf540d01c61749a4a1509e77bf0a1726ea53c`
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Release files / vtracer-0.6.15-cp312-cp312-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp312-cp312-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`d0f694071016f737a99b4c1969b916a2ba3351d0dd49862ec4365101295d84cf`
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Release files / vtracer-0.6.15-cp312-cp312-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp312-cp312-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.12 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`c7f45b9439a28668fd77eb08693f895e3c894d6a3aad7ed66db59e70f1a4d3f0`
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Release files / vtracer-0.6.15-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp312-cp312-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`a2175e0932ec4095598e4f656e4be6ba570677a1a8f3917f5853b94fe09d2d32`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`cd19743a8dc3a67e1284f5f227c1483197ec3988687c53b5a1b3c52912db2a9e`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.12 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`43d9292b5b108e5bfb6b52276c7b05602372e39c8f5a41096643466b50af3f80`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.12 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`6f8b0de1479e294f90cdf85cf01a923a194c717b217d479f618462ab835c0872`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`43228bf9567741e776ad650bb1250ccd82a4de31b36767bad8542889fe5ee372`
BLAKE2b-256 checksum How to use checksums	`489bf577feb5fc31265ae5b4f5f513ac6d1236d6f5a05b530a910db1eed82df1`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.12 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`8f2ae668c7e500f016d506b9c1672ad7492aeb8ec53c585bedc7fb972a3dedf9`
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Release files / vtracer-0.6.15-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`f39c2e8619f0831e31ee6aeb55f637f265ea94b6be704637ce00a093783bef4b`
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Release files / vtracer-0.6.15-cp312-cp312-macosx_11_0_arm64.whl

Download URL	vtracer-0.6.15-cp312-cp312-macosx_11_0_arm64.whl
Size	949.5 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`27a97dfbe9b6d334b2238823a860521f536be252586856b06f5f03199f0cd5d3`
BLAKE2b-256 checksum How to use checksums	`c0ad1a375fc2362461e352cc4018e4880e3643d0c6064a03aa15f69646f20f2b`
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Release files / vtracer-0.6.15-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	vtracer-0.6.15-cp312-cp312-macosx_10_12_x86_64.whl
Size	1.0 MB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`45d8be7043c98866bb68ae8e60706ea3bc6acdcc8423f5c2e28eb9238207411e`
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Release files / vtracer-0.6.15-cp311-cp311-win_amd64.whl

Download URL	vtracer-0.6.15-cp311-cp311-win_amd64.whl
Size	843.4 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`ca841409db95409ab810fda8185ae2c3fc8761bb1b96c3125f372a0dbc84eaf0`
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Release files / vtracer-0.6.15-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp311-cp311-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`1e4c75c3b5ebc3ea59306db13877c6f64257d3fed65f611130bf15284f2f9337`
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Release files / vtracer-0.6.15-cp311-cp311-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp311-cp311-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`e7ae23edff2072e3a08741fd1a4f467fdab094747f5fdd24230240bb7e8580ef`
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Release files / vtracer-0.6.15-cp311-cp311-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp311-cp311-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.11 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`686cc5dbd72599b435400806964c900713832286804ad31c57235ed4f883d712`
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Release files / vtracer-0.6.15-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp311-cp311-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`9d48ee2ef3f0906d19b620e856101216d95a94aa1ae1e0363b45df94852897ae`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`b340b2fcf1049e6a036c06b4c78fb0e39e28bd8e220f8d4dff6abd34dee100ea`
BLAKE2b-256 checksum How to use checksums	`cd7d93d5382cc3e058d8f30b510db629d74a38f34049da878fae084ed996ed9e`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.11 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`db5b1187c39a52b122b8d6802e28b0e5b5a984782c1520b1cf20b79831530881`
BLAKE2b-256 checksum How to use checksums	`1cad16dbb9d6f627d31de66a7812ff97231c6ecacee405795ef856b6b05b37c9`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.11 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`5ff0bf82e912adbbb57a8c617f715b9de188f6b78ab86f6113d0476b03f82644`
BLAKE2b-256 checksum How to use checksums	`c0440ffae90f7775f22d2c80faae7ed7d9d2b0e78804b293f66f4dc5b968486b`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`17acb5dcaed67097fcbaa60522bc824c18b9d5a33d9bc12b385261c793937feb`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`670a3448cbe3fb846d8636dff510b319242f92e086346aa8e8779af90855fbf1`
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Release files / vtracer-0.6.15-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`82611cb01b91a4e9abf56d9bba4bf4350695feed36684c877cddd54822d6631e`
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Release files / vtracer-0.6.15-cp311-cp311-macosx_11_0_arm64.whl

Download URL	vtracer-0.6.15-cp311-cp311-macosx_11_0_arm64.whl
Size	949.4 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`b7e67196a4306c52582b61c63a5e76836b305bd2909ab6439547be8e78fd1bcb`
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Release files / vtracer-0.6.15-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	vtracer-0.6.15-cp311-cp311-macosx_10_12_x86_64.whl
Size	1.0 MB
Tags	CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`67c5eff820c27b864a9c468b4da79acd83522fcda600df1024f0b4c577b4ece3`
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Release files / vtracer-0.6.15-cp310-cp310-win_amd64.whl

Download URL	vtracer-0.6.15-cp310-cp310-win_amd64.whl
Size	843.4 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`6438cd74e0cc2e6434d2571671fa2f150965193eb9bb7409f4391346cca0ac95`
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Release files / vtracer-0.6.15-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp310-cp310-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`ebf5ac7f0de8a0a614d99ec487a6e7e3d54bb6ccf6780ca20779c835ee55c4af`
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Release files / vtracer-0.6.15-cp310-cp310-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp310-cp310-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`14557d2abef8d0297833ca2270e28bd7fd316bd2be2fc19eda4d2c4f4645045f`
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Release files / vtracer-0.6.15-cp310-cp310-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp310-cp310-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`89c20878d086944dd0aed0c77a5b7d7e5ba1fb407fbae0e3f6091d11a615c32d`
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Release files / vtracer-0.6.15-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp310-cp310-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`b272b859918906fd8895454e9b4e7c3f698417a22cb2aa5596c09b6eb5e21530`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`95db13fa005bc9cacd8f6fd7fcfa2fce47529cf78af35f709993413e140f1f6e`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.10 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`959175af512b28a063c358a6486b5b0904cbe1752b5abf0bc39d73aed7accc7e`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.10 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`691cf2f9de7d3d37cd556280b259254a4b1cc33fc2c0c836ad40c846d91a440a`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`72bcc866bb38f4615783bd308a88627fd8cb5f5d2386106dce2eaadea481617d`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.10 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`566e3fc286ad19f3b3477f22695de39f9c3a93ce1607a5c1dbbdf6d16444d7c2`
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Release files / vtracer-0.6.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`66cd7f1ffafd4508270810a627485ee49e39c33452926f258e180287fd0ad7ab`
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Release files / vtracer-0.6.15-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp39-cp39-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`bb0882b210d7d64273114607cd782712d6edc936a8142a5ed713d65047789e4a`
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Release files / vtracer-0.6.15-cp39-cp39-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp39-cp39-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.9 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`dd4a881483ae1c3d9d02b6353741bbbc963c502d5f42f90df8b014846ee73690`
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Release files / vtracer-0.6.15-cp39-cp39-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp39-cp39-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.9 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`0f3686f544c89e3224cd6f2870ec9cdf8f3b918063b24e86b89e7f0f20359d79`
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Release files / vtracer-0.6.15-cp39-cp39-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp39-cp39-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.9 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`5f6bf0b4103dd9ad34b34fb753a6fb5da9920803c4742eb3ae0b5489b0e850b7`
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`fc61b871e7528df78751b76a129ef537a92c8e84187e0b9d122000bb54ad5df9`
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.9 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`52029571050c68959bb6c8979335cfea72edc27f43a8aad4a4d471f6cce5924c`
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.9 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`c4ed76f179cd3916ae56dd2919fbb6f2dce93c8208b8e845049aa7267a098164`
BLAKE2b-256 checksum How to use checksums	`183ae3726cc71cb78e079a46035a7f6468de992499cf132b41e2f4578cddc128`
Upload date	Mar 23, 2026
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`4d0be14a5a299b512c916d8535a1a6f25a9560df67a0b6f2c90faf686edc258a`
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.9 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`eb67278490c3ce86c4e8a65dbd0cd43191b3043b3001091cf8bc166de256b0d9`
BLAKE2b-256 checksum How to use checksums	`37f54c3fc82cd356a73004be0f8c96c5117c7ea6fbf7b3415a6b4e936bcab011`
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Release files / vtracer-0.6.15-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`ae66a27faff903252bb277835bcc131def32d18f2cd6ba55f3b65126725915df`
BLAKE2b-256 checksum How to use checksums	`9635d6a71873e142caa9aebbb2caddbb9c0b390d87ef85798bdd404f760bdbfe`
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Release files / vtracer-0.6.15-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp38-cp38-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.8 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`cf96f97631a136349a8b6adbe3f4cb52b3de672a6939851b03d234cfb9ced7c9`
BLAKE2b-256 checksum How to use checksums	`95c78cbd3aeabde6e77041bbd6da02a5aa6e89d85d1abca25ef1d3b13fec263c`
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Release files / vtracer-0.6.15-cp38-cp38-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp38-cp38-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.8 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`cdfdf1e97431b33aa26f1d6eef1b4bb77a23821fbd59284fb5cdc83a8579e4e8`
BLAKE2b-256 checksum How to use checksums	`60a529ea0030e4c41bdc773315e6b483f0cf57fa58e98638141711691601bba0`
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Release files / vtracer-0.6.15-cp38-cp38-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp38-cp38-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.8 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`e29141cb344d05f57a5243a6aaf16192d693acc528aa3eaf271eba058c8a8e74`
BLAKE2b-256 checksum How to use checksums	`a7e9610d80926ca7e3c31c060c8e6dcdebe3b972a24780c07bae7dbd6522d60d`
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Release files / vtracer-0.6.15-cp38-cp38-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp38-cp38-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.8 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`c75d9b043a38feca6284e10f85f4114682a2382d19d66606140d75f8ef024e29`
BLAKE2b-256 checksum How to use checksums	`04f9af8eeb805b77117795cbfada65ec46cd60918438a662f645d53b95f6f813`
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Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.1 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`c4964d5a6ad58debf753a270ad1cd58dc8ee65ddbf319da20e83aab481f63c66`
BLAKE2b-256 checksum How to use checksums	`242df6ab93cbb7d6d4f643f056a20a4be272907345019e4ef2d368314b282b13`
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.8 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`2e3a50c143f289890daf4006347435590f303051aec626cd6cd865f9b8e821a1`
BLAKE2b-256 checksum How to use checksums	`7b526b1f6a5d8566ef9efeb465cdf4d8cddb74499f52fe162356e0e2be4d0c90`
Upload date	Mar 23, 2026
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Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.8 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`138815f96a859859e0cf8a5a22069e89bb69b0ca946823c3eb8ff43c7597aaff`
BLAKE2b-256 checksum How to use checksums	`d0396b123cadd20aa3b979f67ce95396705a1e7931b503130a8cdfd599ed577d`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`e9b8d1cd56828c0d6fa56981295da96e939b1b84368a8dce17a3b507aaf3fe1c`
BLAKE2b-256 checksum How to use checksums	`5fb481f3b1cf02bd455db7ea8987db5bb8b8352a6a2f70dd942b3e579844105f`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.8 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`f754cd13a10c6fc3ff4813e46b186aab509d847fde24700b4ddbfbb0c64807df`
BLAKE2b-256 checksum How to use checksums	`5b2e600cd20d6c09d89ff192e68b6afed74640f21b6b8d0504d8e16e7d665dbf`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`35d7dcce48252474d442af083e34e4d5c1d69c936c9173aeb017f176a28b1679`
BLAKE2b-256 checksum How to use checksums	`90b66bfebf922e9b67005eddbc4f8cd4e34ceb0ee4be0e95fa350542e031af8a`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-musllinux_1_2_x86_64.whl

Download URL	vtracer-0.6.15-cp37-cp37m-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`2ea7adcc0d3f903dd2bd2cf58618a100b43a3d27e82d32f3d42188dca62a7f5b`
BLAKE2b-256 checksum How to use checksums	`5ef74b52942cdf562f8239afcf72186bd7a03c6a25d1b8c002de45e4ae9b0b07`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-musllinux_1_2_i686.whl

Download URL	vtracer-0.6.15-cp37-cp37m-musllinux_1_2_i686.whl
Size	1.3 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`05f678ec1bd0748f51be2fabdb0fc5770d20a94888c40bb6e22a819a7fd329cb`
BLAKE2b-256 checksum How to use checksums	`d53a76933418c37278262768467f8d11c90612913aec7154e2e7d8e0e4e1f8ea`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-musllinux_1_2_armv7l.whl

Download URL	vtracer-0.6.15-cp37-cp37m-musllinux_1_2_armv7l.whl
Size	1.3 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`09a0f91a29888ec3efa58d69bc10c41e7393f9145fcab4c516a073735aae1b7f`
BLAKE2b-256 checksum How to use checksums	`915f47daa8494bb132621d8a7982df2c8fff817ac610d882cc5f46a28233739f`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-musllinux_1_2_aarch64.whl

Download URL	vtracer-0.6.15-cp37-cp37m-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`4887f587e3cf1ef968daa519c406b0734563f637cc0191e9995434796e2e0605`
BLAKE2b-256 checksum How to use checksums	`a732ea95d6f278df8b6df1e7deef0eefc49c43bc6a5410b1745199782fe16e8c`
Upload date	Mar 23, 2026
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	vtracer-0.6.15-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	1.1 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`9bb39c362571145ed1b00ee2d4c8fff4b3f5d6075da3535021f87a5d44bf1012`
BLAKE2b-256 checksum How to use checksums	`0df8210de9c85abd7b85131ddd144514a7855c2d30e22a46566dd080377d1fbb`
Upload date	Mar 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	vtracer-0.6.15-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`8f3425d3c3c7121bb774432eddf1849136e1328e15c17e51097c0a9dbc97e45b`
BLAKE2b-256 checksum How to use checksums	`9bd411437c5fc86a8f7334e19c826926d1835ef760465620dcac296b2e5d9596`
Upload date	Mar 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	vtracer-0.6.15-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	1.0 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`78905ee780be50f7bc679c7a8308ab3968a50611f8056ae9b9f715f13f8bcdf8`
BLAKE2b-256 checksum How to use checksums	`6dc7deaec47d898e114e08088ad0562d09646d6161515d3b445e413c416bf62c`
Upload date	Mar 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / vtracer-0.6.15-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	vtracer-0.6.15-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.0 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`1fc758a3a895123bd18d1afebc7485d3f879bbc903ca394695d4bfb9f7f194cc`
BLAKE2b-256 checksum How to use checksums	`b11eca7f210a5bf0cec55d6bca99bad479086dcd5f3ff125d7b9643b33b516f0`
Upload date	Mar 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

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Pre-release

0.6.15 This release

Mar 23, 2026 130 release files No provenance

vtracer 0.6.15