Skip to main content

pytakumi

Python bindings for Takumi — a Rust layout engine that turns HTML, Markdown, and node trees into images without a headless browser.

Upstream engine kane50613/takumi · docs takumi.kane.tw/docs
This repo PyO3 / maturin bindings + high-level helpers (html_to_pic / text_to_pic / md_to_pic)
Python 3.10 – 3.14 (GIL) and free-threaded 3.14t (not 3.13t)
Platforms Windows / macOS / Linux (x86_64 & ARM64; manylinux and musllinux)
License MIT OR Apache-2.0 (same dual license as Takumi)
pytakumi/                    ← this project (Python package name: pytakumi)
  vendor/takumi/             ← git submodule → github.com/kane50613/takumi
  src/                       ← Rust FFI (PyO3)
  python/pytakumi/           ← Python API + templates

The engine is compiled into the native extension at build time. End users of a published wheel do not need Rust, a browser, or the submodule.

Not a browser. No JavaScript, no full CSSOM, no arbitrary live websites. Best for OG cards, Markdown documents, bot messages, and controlled HTML/CSS templates. Prefer Playwright when you need Chromium fidelity.


Install

pip install pytakumi
pip install "pytakumi[markdown]"   # optional: better Markdown via markdown-it-py

Note: PyPI publish is optional/CI-driven. Until wheels are published, install from source (below).

From source

git clone --recurse-submodules <this-repo-url> pytakumi
cd pytakumi
python -m venv .venv
# Windows: .\.venv\Scripts\Activate.ps1
source .venv/bin/activate
pip install maturin pytest markdown-it-py
maturin develop --release
pytest -q

Requirements: Rust 1.91+ (rust-toolchain.toml), Python ≥ 3.10, submodule initialized:

git submodule update --init --recursive

Engine pin lives at vendor/takumi — see docs/SUBMODULE.md.


Quick start

High-level helpers (recommended)

from pytakumi import html_to_pic, text_to_pic, md_to_pic

# 1) HTML fragment → PNG
open("hello.png", "wb").write(
    html_to_pic(
        """
        <div style="width:100%;height:100%;display:flex;align-items:center;
                    justify-content:center;background:#0f172a;color:#fff;
                    font-size:48px">Hello pytakumi</div>
        """,
        width=800,
        height=400,
    )
)

# 2) Plain text card template (dark / light)
open("text.png", "wb").write(
    text_to_pic(
        "服务正常\n延迟 12ms",
        title="巡检日报",
        eyebrow="STATUS",
        footer="pytakumi",
        theme="dark",
        width=720,
    )
)

# 3) Markdown → image (GitHub README-style CSS template)
open("md.png", "wb").write(
    md_to_pic(
        """# Report

Status: **ok**

- item A
- item B

```python
print("hi")
```
""",
        width=800,
    )
)

Low-level Renderer (cache reuse)

from pytakumi import Renderer, from_html

r = Renderer(cache_max_bytes=64 * 1024 * 1024)
r.register_font(open("NotoSansSC-Regular.otf", "rb").read(), name="Noto Sans SC")

png = r.render_html(
    '<div style="font-family:Noto Sans SC;font-size:40px;padding:40px">你好</div>',
    width=400,
    height=120,
)

# Parse once, render many times
tree = from_html('<div class="card">Hi</div>')
png = r.render(tree, width=400, height=200, stylesheets=[".card{padding:24px;color:#111}"])

Formats

Kind Values
Static png (default), jpeg, webp, ico, raw
Animation webp, apng, gif via Renderer.render_animation
Vector Renderer.render_svg → SVG string

API surface

Symbol Role
html_to_pic HTML document/fragment → image bytes
text_to_pic Plain text + card template → image
md_to_pic Markdown + GitHub-style template → image
render_markdown Alias of md_to_pic (compat)
Renderer Cached engine: render, render_html, render_svg, measure, render_animation, register_font
from_html / NodeTree HTML → opaque node tree
container / text_node / image_node Build trees in Python
render / render_html One-shot helpers (new ephemeral renderer)
set_glyph_cache_max_bytes Process-wide glyph cache (call before first render)

Templates for Markdown/text live under python/pytakumi/templates/.

Fonts

Only a Latin last-resort face is embedded. Register CJK and other faces yourself:

from pytakumi import Renderer, set_glyph_cache_max_bytes

set_glyph_cache_max_bytes(64 * 1024 * 1024)  # before first render for CJK
r = Renderer()
r.register_font(open("msyh.ttc", "rb").read(), name="Microsoft YaHei")

Reuse one Renderer per process/worker so fonts and image caches stay warm.


Origin & relationship to Takumi

Piece Source
Layout / CSS / raster / SVG engine kane50613/takumi (Rust monorepo)
Official docs / playground takumi.kane.tw
Node / WASM bindings (upstream) takumi-js, @takumi-rs/core, @takumi-rs/wasm
This project Independent Python packaging: submodule pin + PyO3 + helpers

pytakumi is not an official release of the Takumi authors unless they adopt it. Engine updates:

cd vendor/takumi && git fetch && git checkout <tag-or-commit>
cd ../.. && git add vendor/takumi && git commit -m "chore: bump engine"
maturin develop --release && pytest -q

维护者文档(结构 / CI / 交接 / 踩坑):docs/README.md。
另见 docs/SUBMODULE.md、docs/PACKAGING.md、docs/FOOTPRINT.md。


Development

maturin develop --release
pytest -q
cargo clippy --all-targets -- -D warnings

Tests (product suite)

117+ cases covering formats, layout geometry (raw-pixel probes), fonts, images, HTML/CSS, animation, SVG, measure, high-level APIs, concurrency, errors, and utilities.

pytest -q
# see tests/README.md for module map
Area Modules
Formats / density / dither test_formats_all.py
Geometry & color correctness test_layout_geometry.py (uses format=raw)
Images (dict/list/data-URL/bytes) test_images.py
Fonts test_fonts.py
HTML advanced test_html_advanced.py
Animation gif/apng/webp test_animation.py
html_to_pic / text_to_pic / md_to_pic test_api_product.py
Thread-pool concurrency test_concurrency.py
Errors & invalid inputs test_errors.py
Package exports test_package.py
… plus markdown/nodes/svg/measure/util/legacy files

CI fails if collected tests drop below 80. Free-threaded 3.14t is supported (gil_used=false, shared Renderer is thread-safe; see tests/test_concurrency.py). Still out of scope: free-threaded 3.13t, full Chromium visual SSIM, and multi-arch green without Actions.

Benchmarks

pip install -e ".[bench]"
playwright install chromium   # optional
python benchmarks/run_bench.py --iters 10 --workers 4 --jobs 8

Primary fixture: Desktop stamina_card.html_test2.html (1150×850). See docs/BENCHMARKS.md.

CI / CD

Workflow Purpose
.github/workflows/ci.yml Lint + Ubuntu/Windows/macOS × Python 3.10–3.14 (+ Linux 3.14t) source build + pytest; Clippy; Linux wheel smoke
.github/workflows/wheels.yml cibuildwheel: CPython 3.10–3.14 and cp314t × (x86_64 & ARM64); Linux manylinux+musllinux; each wheel is pytest’d; sdist; PyPI on v* tags
文档 内容
docs/CI.md 矩阵、Publish 条件、关键配置清单
docs/PITFALLS.md musl 栈、tag、macos-13、Trusted Publisher 等踩坑
docs/HANDOVER.md 交接与发版步骤
docs/PACKAGING.md wheel / free-threaded / musl 技术细节

Checkout uses submodules: recursive. Publish needs GitHub Environment pypi + PyPI Trusted Publisher;全部 matrix job 成功后才会跑 Publish。


Layout vs Playwright

pytakumi (Takumi engine) Playwright
Startup Library load Browser process
Memory Low (caches configurable) High
HTML/CSS Subset, static Full browser
JavaScript No Yes
Best for Cards, Markdown, templates Arbitrary live pages

License

MIT OR Apache-2.0 — see LICENSE-MIT and LICENSE-APACHE.

Upstream engine: kane50613/takumi (MIT OR Apache-2.0).

Metadata

Release files for pytakumi 0.1.1

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

Source distribution (sdist)

Source distribution for pytakumi 0.1.1
File Size Uploaded
pytakumi-0.1.1.tar.gz 50.3 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for pytakumi 0.1.1
File
pytakumi-0.1.1-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
pytakumi-0.1.1-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp314-cp314t-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
pytakumi-0.1.1-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
pytakumi-0.1.1-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
pytakumi-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp314-cp314-manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp314-cp314-manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp314-cp314-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
pytakumi-0.1.1-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
pytakumi-0.1.1-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
pytakumi-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp313-cp313-manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp313-cp313-manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp313-cp313-macosx_11_0_x86_64.whl CPython 3.13 CPython 3.13 macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pytakumi-0.1.1-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
pytakumi-0.1.1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
pytakumi-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp312-cp312-manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp312-cp312-manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp312-cp312-macosx_11_0_x86_64.whl CPython 3.12 CPython 3.12 macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pytakumi-0.1.1-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
pytakumi-0.1.1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
pytakumi-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp311-cp311-manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp311-cp311-manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp311-cp311-macosx_11_0_x86_64.whl CPython 3.11 CPython 3.11 macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pytakumi-0.1.1-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
pytakumi-0.1.1-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
pytakumi-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pytakumi-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
pytakumi-0.1.1-cp310-cp310-manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64 Details
pytakumi-0.1.1-cp310-cp310-manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64 Details
pytakumi-0.1.1-cp310-cp310-macosx_11_0_x86_64.whl CPython 3.10 CPython 3.10 macOS 11.0+ x86-64 Details
pytakumi-0.1.1-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details

Total release size: 222.7 MB

Release files / pytakumi-0.1.1.tar.gz

Download URL pytakumi-0.1.1.tar.gz
Size 50.3 MB
Tags Source
SHA-256 checksum
How to use checksums
c5fc8dbca337f4d3dbc017612f8a9c5163290a45fa34b087a6bb35af478dba3c
BLAKE2b-256 checksum
How to use checksums
e921896e5afa0bdb22e0d221086f98b5162547a1c064e6e194016cdad35d466e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-win_arm64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-win_arm64.whl
Size 3.4 MB
Tags CPython 3.14 CPython 3.14 free-threading Windows ARM64
SHA-256 checksum
How to use checksums
0e0d6e4fca2f940a530f263ef56f8c8da3e2e4366eecea433490dc3015a01edb
BLAKE2b-256 checksum
How to use checksums
25789e77e0c249ac5c575b7f99d4bc062ba80385ff1e371b75e9248e05285337
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-win_amd64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-win_amd64.whl
Size 3.6 MB
Tags CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum
How to use checksums
dd6f6f19f7c1493a24e059035ac3ee19051eacee4d60b7da6daa66ebb6987ef5
BLAKE2b-256 checksum
How to use checksums
3637ce55fc816f55d15c0cda3b308e549996f8899a415d45b48f04ec51bd2dca
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
672241f80387a9f8a042ae096d6d8db66b9f2db636de80552d97c3d3f9cc907a
BLAKE2b-256 checksum
How to use checksums
a4c6eee8ca7f1b98bcf83f4c255ec3afa00efd4925cde1aa1451df27bbfa4d37
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
eda57928df10cdb3cd14edce3706094bbce0d185315fbcd70aa94d8307e1f591
BLAKE2b-256 checksum
How to use checksums
4e0fe732596b401227a35929a843959645b19611f79a18480aa0c21e4ce5ed88
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
4333631c9e2a623a4b74e5ba58c8e5a12bb87160e534baff9dd678ff3c764d55
BLAKE2b-256 checksum
How to use checksums
9201628db23d7f5d6d7af77d1eecd9f8cfeb692a6f3f91154b51aaf27dd87d2f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
e18381683041099324027dabc1e7e3dd774dadf280a9b04dfbe91ec39fbc0fd8
BLAKE2b-256 checksum
How to use checksums
2b692114d4c88a025cb659be68140880965a2dad6fd9d78d2ca789c64bfc3a3e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
7d5031dc46f34d62051c2cc962fbcfe06486167d3461c1156bbea04b36e7ef82
BLAKE2b-256 checksum
How to use checksums
24114da79bd6f865d1ac6fd80483eefb8e3c51d8e0cc10df7ca4a2db3ada9a2c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314t-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp314-cp314t-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
789ab41c888c3f2cdb46190b0907a8ca449c210a9d0d8dff60f45a9c98f70328
BLAKE2b-256 checksum
How to use checksums
237e88ab12ef3f016b14ddb0760ddfc4b4bc60062c0a91818203230867d7e828
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-win_arm64.whl

Download URL pytakumi-0.1.1-cp314-cp314-win_arm64.whl
Size 3.4 MB
Tags CPython 3.14 Windows ARM64
SHA-256 checksum
How to use checksums
dd28023e94abeca2c30f0153586f0a5900fa6ca1c278fd6295c15dd2f2a47723
BLAKE2b-256 checksum
How to use checksums
8b33d7bcd0b53eba8fb811b13bc06300b182edc2cc96d1bc60a09bbaa67b1f77
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-win_amd64.whl

Download URL pytakumi-0.1.1-cp314-cp314-win_amd64.whl
Size 3.6 MB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
5449315ab8a691dd764370a4952dd32a77c4bc0f5e0977a5f5e422b5bf31b256
BLAKE2b-256 checksum
How to use checksums
7c2a8e4e3436640e2bc3bca259fc7057dede4ead17deb93c82ed90105ea80a0a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
73847d1254f1613d5339417e6c148f20dc289d58b11c67e404e0353908d3b363
BLAKE2b-256 checksum
How to use checksums
0f39c14d41b5e69f353baf86d5b88b4365fda87b7e18bf7370b582e8441be435
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.14 Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
c75bc2333c4d26e291c8572d69e2031808ed9a544618e9c872c4f3298ed63f56
BLAKE2b-256 checksum
How to use checksums
52bc7b963be55502fb1ea2219ea865fd40471a9b7ca2bdb70ba9172ca44e54ed
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.14 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
a2303a7d590eddfdb07ac2c7b9411f80b8d783aa2ab3a3c0418e0ba55dd6a9d5
BLAKE2b-256 checksum
How to use checksums
6e95b76c419c382d34801637666c51f3ba32619548916c1c7476e8c6d020e456
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp314-cp314-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.14 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
5760c47f670ced507f12a12c4de3d8a3b5f2652529410ec63c3411964a90c501
BLAKE2b-256 checksum
How to use checksums
98a9a3250b7a88ce098c5ecc2b6662e7a260b4e586196851ae2668a2dbf60039
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp314-cp314-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.14 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
aff6f14ce4c10314c204ab6e6d8f871ed25593830f05c445422af291f0261fde
BLAKE2b-256 checksum
How to use checksums
fb9e223a9448f3b2c1a663b2d5bed9d449739765dd00a3c957ed8adf14bf6a85
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp314-cp314-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp314-cp314-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
9dc05c2a769b82d31d4120e450f76da52221ea68953a2fdab6306f4f6efc01e9
BLAKE2b-256 checksum
How to use checksums
6c3a4a84955d3bc66cc71a429d1b4c79ab73c04f297427dcfd2ebfa41487be3f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-win_arm64.whl

Download URL pytakumi-0.1.1-cp313-cp313-win_arm64.whl
Size 3.4 MB
Tags CPython 3.13 Windows ARM64
SHA-256 checksum
How to use checksums
b3f2ecc79ee96b1824e73cdf7a889d8c93fcba6d358ae26e6fba31cdefb03031
BLAKE2b-256 checksum
How to use checksums
6bdaf7ff798404ff7cfa760c1f5f00887b95b4509589351545bc271c9cbf3de5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-win_amd64.whl

Download URL pytakumi-0.1.1-cp313-cp313-win_amd64.whl
Size 3.6 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
f7a8f12c5006508db2b77d71153abf7e554cf1a028e886a46019752fbe825ba4
BLAKE2b-256 checksum
How to use checksums
0e63d525d6f11cd841a67db8ac31ee7cc7805e2bdddfed3f2a1ab0b71aa94f88
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
ab872b835179b9c1a7a70127eb665ca8cf580c964e6915efd9f62a424b613642
BLAKE2b-256 checksum
How to use checksums
5397a71b3b199bbd72e1ff139b0a0a8dd81e82d11548281a9695e78d3904fd3d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.13 Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
2da40bfa9fa1797b359c4cb36947e97e0b787538a0f28f3e3ef57f0b00a6ef53
BLAKE2b-256 checksum
How to use checksums
0b51a91586a57e0c93e89af5969239aa32398afd54410d9734e07974945d5511
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp313-cp313-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.13 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
c7dd66a95da1776fa239c99db9b222160b3decb06a3e14a1c5c32d1c2b31a149
BLAKE2b-256 checksum
How to use checksums
27fba8a2187db61b72cf38551800986d405020f3ddb0c2a201d0532766e4ef98
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp313-cp313-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.13 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
a571c3b490eafb5d503cec9b7219731db10a9ef5a8eb3937e4c646745099e454
BLAKE2b-256 checksum
How to use checksums
330622ca10e9d10c94b3c0f463b9736ae731aba8feb36e97ce77db38abb18b98
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp313-cp313-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.13 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
212a0aab047b43f31cd541d539a3ef9ae90b474f6c0c771d06963e5e5dbfaa6f
BLAKE2b-256 checksum
How to use checksums
bf062a71a154c3e1c15afba1ee725c0ccadaddb70da8216febc58d2a3e2c1373
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp313-cp313-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
d18684e5481a5bf948d44ae8a65e2288145023d5875b947fd877401c1fd94709
BLAKE2b-256 checksum
How to use checksums
4e1c45290ef505db898d51b38f0c575785053fbcf123b0d72e4780d84770d03a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-win_arm64.whl

Download URL pytakumi-0.1.1-cp312-cp312-win_arm64.whl
Size 3.4 MB
Tags CPython 3.12 Windows ARM64
SHA-256 checksum
How to use checksums
150eabc54b0ac1616093dd542e949b71f8b94762100920e847dec330f33eddbe
BLAKE2b-256 checksum
How to use checksums
605e624e8afc625b38b2c4bd45ee65ad73de122c0ab8f3426ba90e7558d40a4b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-win_amd64.whl

Download URL pytakumi-0.1.1-cp312-cp312-win_amd64.whl
Size 3.6 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
07863b6559dc7fe31fa42820e3f7b819b01bed79f48b07871eade1be78d3d297
BLAKE2b-256 checksum
How to use checksums
d28c21510811fe5f90eb1f6916f2809a7888bdabe576dba4a8aa77ac77f88c8e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
6fa2b9b6bbc24bfced26703320241fe13506ce95805488fe994c0a01f2aca919
BLAKE2b-256 checksum
How to use checksums
8e7d3597796296b492de0fcf5daaa55401ca738760ec23ee562c75fc05c74af7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
531b0436273ac796dbd61a83e60840764efca9f4739ed3f6a13b73b8f6603ea8
BLAKE2b-256 checksum
How to use checksums
c24b1740a4757a93e20bd37be7de2aa5298a13d3aee29f8273b2a0d174e95be3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp312-cp312-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.12 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
c85c0f999810575bde451f060ada97da50ba3e145f890c1067948343d5cfebc9
BLAKE2b-256 checksum
How to use checksums
6bef7de206d409b0c741425137c921b060b8a9233aa5d97128bcd301fa2609ea
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp312-cp312-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.12 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
a880dcdb6083eda2d00a8a15c119a92040c8822fa0a40f184e802ff89f004430
BLAKE2b-256 checksum
How to use checksums
e2cd906053b049df2ddb6292be68ffc7479f6d7ce16631fc33ff173940c2319d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp312-cp312-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.12 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
e1213f7b93ecb4c09e34c29d3315bb34a6ffbb3aef1011649d18793f5ecdfb31
BLAKE2b-256 checksum
How to use checksums
60346db0a1f9c61198949849258b663a60c1a69b35ef0fb25c76e6305a785fc5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp312-cp312-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
15233416a04d7000dfdeb746c090f407207a5a15cc26d60634b4fa82c24c9aa8
BLAKE2b-256 checksum
How to use checksums
483f8e03837ecef5aa12868a7e48c85ada242de9885f7a5a17c9419bad3adb13
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-win_arm64.whl

Download URL pytakumi-0.1.1-cp311-cp311-win_arm64.whl
Size 3.4 MB
Tags CPython 3.11 Windows ARM64
SHA-256 checksum
How to use checksums
acb46e8ec246f6a7b2c12df75a0b2717047a12cf59562c454466e5500600c08e
BLAKE2b-256 checksum
How to use checksums
9b923b25598b990bd0f493d5a84b16de9cca6c43ba38fde7f63fb73f786f88af
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-win_amd64.whl

Download URL pytakumi-0.1.1-cp311-cp311-win_amd64.whl
Size 3.6 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
43533c8711dbfc2eb86a036fdca0f3cb3ff39bda8b48c827c768b61fa8d33e78
BLAKE2b-256 checksum
How to use checksums
202a0333c2f3a9b2dc750e82c3511ccdbb68a34ee0f8156fabcd4cb89aa6acd2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
5513b2029b0c19cd228a2306bbc9eceb6a5e7d9791ba4e0a1ec84375dfd5d28c
BLAKE2b-256 checksum
How to use checksums
bb0e605b955e291c7135c1837c7387733dfc49d38df1db12d8dd01dc61f225e2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
d5f7a3761fafb0a5b7fc5a281cb7a32254863368584c58a8976f06b0e0004469
BLAKE2b-256 checksum
How to use checksums
4c0955f100d44f0dfbefca98c712328b908ea4775d33dde5dc26c66ccce1cf60
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp311-cp311-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.11 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
9c80a6ee3fb9a2c9bc4a8b1688432ae22a1b1427d4514f00c9f4b1fc2361c4de
BLAKE2b-256 checksum
How to use checksums
8bb4ec574274b9d9c67648652e0e3fc19b1a675acdbd4865c5a4e9c7ab562302
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp311-cp311-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.11 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
80953e9623fe00e7527944d5fcc931552aadbfd91b450c02d6ee86176ef2586d
BLAKE2b-256 checksum
How to use checksums
cb343901b1aa132a1bbe23bc4b603363fd8fc4939ce9885a0052e56a06d91bb8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp311-cp311-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.11 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
fb04153bd1e5175ead39c064d3d322908b110214dd9caf9964d8e5e7d0c5fbf3
BLAKE2b-256 checksum
How to use checksums
e32978e4da1517adeb4a16dc55b27d28f4c6e597587e9e0ed05b550a11798c73
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp311-cp311-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
598de1f903172e4ef3f81e9bd9ef078559edad3dda64a9515d239e03d74d6c10
BLAKE2b-256 checksum
How to use checksums
0869f797100f8dfe11abe3807ad7f0b35c6a3bfb277d1ef6f36e9fdff8992548
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-win_arm64.whl

Download URL pytakumi-0.1.1-cp310-cp310-win_arm64.whl
Size 3.4 MB
Tags CPython 3.10 Windows ARM64
SHA-256 checksum
How to use checksums
f82c603508bcda29e8149e1a6261d3df62b2f94b8c33e0fb66304b1c67f04166
BLAKE2b-256 checksum
How to use checksums
c1889300966d82c30d14f4bbaa669ecbad384d033178cd36fec36733b10a5ed7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-win_amd64.whl

Download URL pytakumi-0.1.1-cp310-cp310-win_amd64.whl
Size 3.6 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
4bc7e084cc4c1fa9a778cd2ed1139925e68e37474319dc535c1a9f09281899f1
BLAKE2b-256 checksum
How to use checksums
1186645a09e95bd7e5c4dc1fd85d31e9ab41ccc6dc6dcb383f1ced5567362657
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL pytakumi-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
Size 3.9 MB
Tags CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
a42ab76a7502a3b0fcb1efd366e274c99c33771a3abd224e75738f9911565f87
BLAKE2b-256 checksum
How to use checksums
c7b110acb1da81e9ec740ed106b87273b605604036dea23999a72de731dcc3ca
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL pytakumi-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl
Size 3.6 MB
Tags CPython 3.10 Linux musl 1.2+ ARM64
SHA-256 checksum
How to use checksums
2b11ccd8661f095f6a79ccacca067ee6a99f750b46c84ff6efbaaf07f227167b
BLAKE2b-256 checksum
How to use checksums
4344798b413658515361171fbe301dd7f3a6aa3f6a2e19ba75790e1324ed7443
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-manylinux_2_28_x86_64.whl

Download URL pytakumi-0.1.1-cp310-cp310-manylinux_2_28_x86_64.whl
Size 3.8 MB
Tags CPython 3.10 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
cec1e0174ea95c6a64718f47d644207b89c8e78d690322da59fe6d57438b0d5c
BLAKE2b-256 checksum
How to use checksums
701eca77e853d9d3e6f3b05110b622c60ee386c0a41fe6a9365945dddbaff056
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-manylinux_2_28_aarch64.whl

Download URL pytakumi-0.1.1-cp310-cp310-manylinux_2_28_aarch64.whl
Size 3.5 MB
Tags CPython 3.10 Linux glibc 2.28+ ARM64
SHA-256 checksum
How to use checksums
4ba5e105a6c175a6a1164ce8b3dd0ab33a1caa8b7f92b9fa6b2fbf16fa8b7140
BLAKE2b-256 checksum
How to use checksums
01afb61f97ea4ae7cc22dbdbb484ac8c207a49bed957beaf03c6c160f9c88313
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-macosx_11_0_x86_64.whl

Download URL pytakumi-0.1.1-cp310-cp310-macosx_11_0_x86_64.whl
Size 3.6 MB
Tags CPython 3.10 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
03b7b5fe1333b670eacb919b7d19213ee3e44557245ad343d85a042b44afa6c6
BLAKE2b-256 checksum
How to use checksums
244829a7c3184cebb2bb236f0d147c87c2746e5967c422a6b3f2ba63583a60d0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release files / pytakumi-0.1.1-cp310-cp310-macosx_11_0_arm64.whl

Download URL pytakumi-0.1.1-cp310-cp310-macosx_11_0_arm64.whl
Size 3.3 MB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
cd87656d5fe6038bda012820b9a40561a5fd969bd54d9cde18690967e3575cbe
BLAKE2b-256 checksum
How to use checksums
cf93c025eb5e8fc67185e31ac34083cc760c27fcffed47f8385b436b39246567
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

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

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jul 29, 2026.

Transparency log

Release history Release notifications | RSS feed

0.1.4

49 release files

0.1.3

49 release files

This release

0.1.1 This release

49 release files

0.1.0

49 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page