pic-scale
High-performance image resampling for Python — a drop-in replacement for
PIL.Image.resize backed by a SIMD-optimized Rust engine.
Installation
pip install pic-scale
Pre-built wheels for Linux (x86-64, aarch64), macOS (Intel + Apple Silicon), and Windows (x86-64). No Rust toolchain needed.
Quick start
from PIL import Image
from pic_scale import resize, Resampling
img = Image.open("photo.jpg")
out = resize(img, (800, 600), Resampling.LANCZOS)
out.save("small.jpg")
That's the entire API change from Pillow — swap img.resize(...) for
resize(img, ...).
Resampling filters
| Filter | Resampling constant |
Notes |
|---|---|---|
| Nearest neighbour | NEAREST |
Fastest, blocky |
| Bilinear | BILINEAR |
Fast, smooth |
| Bicubic | BICUBIC |
Keys cubic a = −0.5 |
| Lanczos / sinc | LANCZOS |
Window 3, Pillow default for quality |
| Lanczos 2 | LANCZOS2 |
Faster, slightly softer |
| Lanczos 4 | LANCZOS4 |
Slower, very sharp |
| Box / area | BOX |
Best for downscaling |
| Hamming | HAMMING |
|
| Mitchell-Netravali | MITCHELL |
B=1/3 C=1/3, balanced |
| Catmull-Rom | CATMULL_ROM |
Sharper than Mitchell |
| Gaussian | GAUSSIAN |
|
| Hann | HANN |
Supported Pillow modes
| Mode | Description |
|---|---|
L |
8-bit grayscale |
LA |
8-bit grayscale + alpha |
RGB |
8-bit color |
RGBA |
8-bit color + alpha |
I;16 |
16-bit grayscale |
F |
32-bit float grayscale |
Other Pillow modes (CMYK, YCbCr, P, …) must be converted first:
out = resize(img.convert("RGB"), (800, 600))
Alpha premultiplication
For LA and RGBA images, premultiply_alpha=True (the default)
pre-multiplies RGB by alpha before resampling and un-multiplies afterward.
This prevents dark fringing around transparent edges — the same technique
Photoshop and modern compositors use.
# Correct — no dark halos around transparency
out = resize(img, (400, 400), Resampling.LANCZOS, premultiply_alpha=True)
# Disable if your pipeline handles premultiplication separately
out = resize(img, (400, 400), Resampling.LANCZOS, premultiply_alpha=False)
Multithreading
Pass workers to use multiple threads. 0 lets pic-scale choose
automatically based on the image size and core count.
out = resize(img, (3840, 2160), Resampling.LANCZOS, workers=0)
Plan — reuse across many frames
When resizing a stream of images with the same source and target dimensions,
create a Plan once and reuse it. Filter weights are computed once at
construction; subsequent calls skip that work entirely.
from pic_scale import Plan, Resampling
plan = Plan(
src_size=(1920, 1080),
dst_size=(960, 540),
resampling=Resampling.LANCZOS,
mode="RGB",
)
for frame in video_frames:
small = plan.resize(frame)
encoder.write(small)
The plan validates that each incoming image has the correct mode and raises
ValueError immediately if it doesn't, so mode mismatches are caught early.
API reference
resize(image, size, resampling, premultiply_alpha, workers)
| Parameter | Type | Default | Description |
|---|---|---|---|
image |
PIL.Image.Image |
— | Source image |
size |
(int, int) |
— | Target (width, height) |
resampling |
Resampling |
LANCZOS |
Filter |
premultiply_alpha |
bool |
True |
Premultiply alpha for LA/RGBA |
workers |
int |
1 |
Thread count; 0 = adaptive |
Returns a new PIL.Image.Image in the same mode as the input.
Plan(src_size, dst_size, resampling, mode, premultiply_alpha, workers)
| Parameter | Type | Default | Description |
|---|---|---|---|
src_size |
(int, int) |
— | Source (width, height) |
dst_size |
(int, int) |
— | Target (width, height) |
resampling |
Resampling |
— | Filter |
mode |
str |
— | Pillow mode string |
premultiply_alpha |
bool |
True |
Premultiply alpha |
workers |
int |
1 |
Thread count; 0 = adaptive |
Plan.resize(image) → PIL.Image.Image
Resize image using the pre-computed plan. The image's mode must match the
mode the plan was created with.
Comparison with Pillow
# Pillow
out = img.resize((800, 600), Image.Resampling.LANCZOS)
# pic-scale — same result, faster
from pic_scale import resize, Resampling
out = resize(img, (800, 600), Resampling.LANCZOS)
pic-scale does not replace Pillow — it only replaces the resize step. All other Pillow operations (open, save, color conversion, drawing, …) continue to use Pillow as normal.
License
BSD 3-Clause
1 maintainer
Metadata
1 maintainer
Release files for pic_scale 0.7.12
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pic_scale-0.7.12.tar.gz | 253.3 kB | Details |
Built distributions (wheels)
Total release size: 62.1 MB
Release files / pic_scale-0.7.12.tar.gz
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Release files / pic_scale-0.7.12-cp314-cp314t-musllinux_1_2_i686.whl
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Release files / pic_scale-0.7.12-cp314-cp314t-musllinux_1_2_armv7l.whl
| Download URL | pic_scale-0.7.12-cp314-cp314t-musllinux_1_2_armv7l.whl |
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Release files / pic_scale-0.7.12-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314t-musllinux_1_2_aarch64.whl |
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| Size | 702.0 kB |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 564.9 kB |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl
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| Size | 551.6 kB |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 585.7 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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| Size | 512.3 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 522.8 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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Release files / pic_scale-0.7.12-cp314-cp314t-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pic_scale-0.7.12-cp314-cp314t-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 584.2 kB |
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Release files / pic_scale-0.7.12-cp314-cp314-win_arm64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-win_arm64.whl |
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| Size | 455.3 kB |
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Release files / pic_scale-0.7.12-cp314-cp314-win_amd64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-win_amd64.whl |
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| Size | 494.1 kB |
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Release files / pic_scale-0.7.12-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-musllinux_1_2_x86_64.whl |
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Release files / pic_scale-0.7.12-cp314-cp314-musllinux_1_2_i686.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-musllinux_1_2_i686.whl |
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Release files / pic_scale-0.7.12-cp314-cp314-musllinux_1_2_armv7l.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-musllinux_1_2_armv7l.whl |
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| Size | 792.3 kB |
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No |
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Release files / pic_scale-0.7.12-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-musllinux_1_2_aarch64.whl |
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No |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 566.2 kB |
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No |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 553.1 kB |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 588.0 kB |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 514.3 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 524.4 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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Release files / pic_scale-0.7.12-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pic_scale-0.7.12-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 585.4 kB |
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SHA-256 checksum How to use checksums |
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Release files / pic_scale-0.7.12-cp314-cp314-macosx_11_0_arm64.whl
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Release files / pic_scale-0.7.12-cp314-cp314-macosx_10_12_x86_64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-win_arm64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-win_amd64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-musllinux_1_2_i686.whl
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Release files / pic_scale-0.7.12-cp313-cp313-musllinux_1_2_aarch64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Release files / pic_scale-0.7.12-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Release files / pic_scale-0.7.12-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl
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Release files / pic_scale-0.7.12-cp313-cp313-macosx_11_0_arm64.whl
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Release files / pic_scale-0.7.12-cp313-cp313-macosx_10_12_x86_64.whl
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Release files / pic_scale-0.7.12-cp312-cp312-win_arm64.whl
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Release files / pic_scale-0.7.12-cp312-cp312-win_amd64.whl
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Release files / pic_scale-0.7.12-cp312-cp312-musllinux_1_2_x86_64.whl
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Release files / pic_scale-0.7.12-cp312-cp312-musllinux_1_2_i686.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-musllinux_1_2_i686.whl |
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Release files / pic_scale-0.7.12-cp312-cp312-musllinux_1_2_armv7l.whl
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Release files / pic_scale-0.7.12-cp312-cp312-musllinux_1_2_aarch64.whl
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 565.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 553.0 kB |
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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| Size | 587.5 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ PowerPC 64-le |
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 514.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARMv7l |
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 524.4 kB |
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Release files / pic_scale-0.7.12-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 585.2 kB |
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Release files / pic_scale-0.7.12-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 485.6 kB |
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Release files / pic_scale-0.7.12-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | pic_scale-0.7.12-cp312-cp312-macosx_10_12_x86_64.whl |
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Release files / pic_scale-0.7.12-cp311-cp311-win_amd64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-win_amd64.whl |
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Release files / pic_scale-0.7.12-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 779.7 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-musllinux_1_2_i686.whl |
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| Size | 795.6 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-musllinux_1_2_armv7l.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-musllinux_1_2_armv7l.whl |
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| Size | 792.8 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARMv7l |
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Release files / pic_scale-0.7.12-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 704.6 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 566.5 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 552.8 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 588.6 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 514.9 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 525.0 kB |
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Release files / pic_scale-0.7.12-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
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Release files / pic_scale-0.7.12-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pic_scale-0.7.12-cp311-cp311-macosx_11_0_arm64.whl |
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Release files / pic_scale-0.7.12-cp311-cp311-macosx_10_12_x86_64.whl
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Release files / pic_scale-0.7.12-cp310-cp310-win_amd64.whl
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Release files / pic_scale-0.7.12-cp310-cp310-musllinux_1_2_x86_64.whl
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Release files / pic_scale-0.7.12-cp310-cp310-musllinux_1_2_i686.whl
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Release files / pic_scale-0.7.12-cp310-cp310-musllinux_1_2_armv7l.whl
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Release files / pic_scale-0.7.12-cp310-cp310-musllinux_1_2_aarch64.whl
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pic_scale-0.7.12-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 525.2 kB |
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Release files / pic_scale-0.7.12-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pic_scale-0.7.12-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl |
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Release files / pic_scale-0.7.12-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-musllinux_1_2_x86_64.whl |
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Release files / pic_scale-0.7.12-cp39-cp39-musllinux_1_2_i686.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-musllinux_1_2_i686.whl |
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| Size | 797.7 kB |
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Release files / pic_scale-0.7.12-cp39-cp39-musllinux_1_2_armv7l.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-musllinux_1_2_armv7l.whl |
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Release files / pic_scale-0.7.12-cp39-cp39-musllinux_1_2_aarch64.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-musllinux_1_2_aarch64.whl |
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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 555.0 kB |
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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 591.2 kB |
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uv/0.12.12 {"installer":{"name":"uv","version":"0.12.12","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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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 516.9 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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No |
| Uploaded via |
uv/0.12.12 {"installer":{"name":"uv","version":"0.12.12","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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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 526.7 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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uv/0.12.12 {"installer":{"name":"uv","version":"0.12.12","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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Release files / pic_scale-0.7.12-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pic_scale-0.7.12-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl |
|---|---|
| Size | 588.9 kB |
| Tags | CPython 3.9 Linux glibc 2.12+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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| Uploaded via |
uv/0.12.12 {"installer":{"name":"uv","version":"0.12.12","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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