fast crossing
(See jupyter notebook here)
Fast polyline (line segments) intersection (fast version of bentley-ottmann).
Installation
via pip
pip install -U fast-crossing
from source
git clone --recursive https://github.com/cubao/fast-crossing
pip install ./fast-crossing
Or
pip install git+https://github.com/cubao/fast-crossing.git
(you can build wheels for later reuse by pip wheel git+https://github.com/cubao/fast-crossing.git)
in the browser (pyodide / wasm)
A pyodide wheel is built by the Wheel on pyodide job in
.github/workflows/wheels.yml and published to PyPI
together with the other wheels. Inside pyodide:
const pyodide = await loadPyodide();
await pyodide.loadPackage(["numpy", "micropip"]);
const micropip = pyodide.pyimport("micropip");
await micropip.install("fast-crossing"); // or a local wheel: "./fast_crossing-...wasm32.whl"
const fc = pyodide.pyimport("fast_crossing");
const { FastCrossing } = fc;
To build and test locally:
make pyodide_install # pip install pyodide-build
make pyodide_wheel # -> dist/*wasm32.whl
make pyodide_web # builds, writes tests/pyodide/wheels.json, serves :8123
# open http://localhost:8123/tests/pyodide/index.html
Each wheel is ABI-tagged for one pyodide runtime (pyemscripten_2024_0_wasm32 …)
and the page's pyodide version has to match that tag. CI builds one wheel per
supported pyodide version (CPython 3.13/3.14/3.15 at the moment); locally
pyodide build picks the xbuildenv whose CPython matches your host
interpreter, so a Python 3.12 host gets pyodide 0.27.x (ABI 2024_0). Use
pyodide xbuildenv install <version> --force to target another version —
gen_wheels_json.py then writes that version into wheels.json, and
?pyodide_version= overrides it in the browser.
tests/pyodide/index.html loads pyodide (by default from
the jsdelivr CDN), installs the wheel from dist/ and runs
tests/test_basic.py in the browser. If the CDN is slow,
mirror the runtime once and the page will pick it up automatically:
python tests/pyodide/fetch_pyodide_dist.py --version 0.27.8
Related
Inspired by anvaka/isect: Segments intersection detection library.
Usage & Tests
See tests/test_basic.py:
import numpy as np
import pytest
from fast_crossing import FastCrossing
def test_fast_crossing():
fc = FastCrossing()
# add your polylines
"""
2 C
|
1 D
0 | 5
A---------------o------------------B
|
|
-2 E
"""
fc.add_polyline(np.array([[0.0, 0.0], [5.0, 0.0]])) # AB
fc.add_polyline(np.array([[2.5, 2.0], [2.5, 1.0], [2.5, -2.0]])) # CDE
# build index
fc.finish()
# num_polylines
assert 2 == fc.num_polylines()
rulers = fc.polyline_rulers()
assert len(rulers) == 2
ruler0 = fc.polyline_ruler(0)
ruler1 = fc.polyline_ruler(1)
assert not ruler0.is_wgs84()
assert not ruler1.is_wgs84()
assert ruler0.length() == 5
assert ruler1.length() == 4
assert fc.polyline_ruler(10) is None
# intersections
ret = fc.intersections([1.5, 0], [3.5, 2])
assert len(ret) == 2
assert np.linalg.norm(fc.coordinates(ret[0]) - [1.5, 0, 0]) < 1e-15
assert np.linalg.norm(fc.coordinates(ret[1]) - [2.5, 1, 0]) < 1e-15
xyz = fc.coordinates(0, 0, 0.2)
assert np.linalg.norm(xyz - [1.0, 0, 0]) < 1e-15
with pytest.raises(IndexError) as excinfo:
xyz = fc.coordinates(2, 0, 0.5)
assert "map::at" in str(excinfo)
# query all line segment intersections
# [
# (array([2.5, 0. ]),
# array([0.5 , 0.33333333]),
# array([0, 0], dtype=int32),
# array([1, 1], dtype=int32))
# ]
ret = fc.intersections()
# print(ret)
assert len(ret) == 1
for xy, ts, label1, label2 in ret:
# xy: intersection point, 2D ('o' in previous illustration)
# t,s: interpolation ratio (0.5, 0.33)
# 0.5 -> o at AB t=1/2
# 0.33 -> o at DE s=1/3
# label1: line segment index, (polyline_index, point_index)
# e.g. (0, 0)，first segment of polyline AB (AB is the first polyline)
# label2: line segment index
# e.g. (1, 1)，second segment of polyline CDE
# print(xy)
# print(ts)
# print(label1)
# print(label2)
assert np.all(xy == [2.5, 0])
assert np.all(ts == [0.5, 1 / 3.0])
assert np.all(label1 == [0, 0])
assert np.all(label2 == [1, 1])
# query intersections against provided polyline
polyline = np.array([[-6.0, -1.0], [-5.0, 1.0], [5.0, -1.0]])
ret = fc.intersections(polyline)
ret = np.array(ret) # convert to numpy
xy = ret[:, 0] # take all intersection points (2D)
ts = ret[:, 1] # all interpolation ratios
label1 = ret[:, 2] # all labels (of current polyline）
label2 = ret[:, 3] # all labels in tree
# print(ret, xy, ts, label1, label2)
assert np.all(xy[0] == [0, 0])
assert np.all(xy[1] == [2.5, -0.5])
assert np.all(ts[0] == [0.5, 0])
assert np.all(ts[1] == [0.75, 0.5])
assert np.all(label1 == [[0, 1], [0, 1]])
assert np.all(label2 == [[0, 0], [1, 1]])
polyline2 = np.column_stack((polyline, np.zeros(len(polyline))))
ret2 = np.array(fc.intersections(polyline2[:, :2]))
assert str(ret) == str(ret2)
def test_fast_crossing_intersection3d():
fc = FastCrossing()
"""
2 C
|
1 D
0 | 5
A---------------o------------------B
|
|
-2 E
"""
fc.add_polyline(np.array([[0.0, 0.0, 0.0], [5.0, 0.0, 100]])) # AB
fc.add_polyline(np.array([[2.5, 2.0, 0.0], [2.5, 1.0, 100], [2.5, -2.0, 0]])) # CDE
fc.finish()
ret = fc.intersections()
assert len(ret) == 1
ret = ret[0]
xyz1 = fc.coordinates(ret, second=False)
xyz2 = fc.coordinates(ret)
assert np.linalg.norm(xyz1 - [2.5, 0, 50]) < 1e-10
assert np.linalg.norm(xyz2 - [2.5, 0, 2 / 3 * 100.0]) < 1e-10
def test_fast_crossing_auto_rebuild_flatbush():
fc = FastCrossing()
fc.add_polyline(np.array([[0.0, 0.0, 0.0], [5.0, 0.0, 100]])) # AB
fc.add_polyline(np.array([[2.5, 2.0, 0.0], [2.5, 1.0, 100], [2.5, -2.0, 0]])) # CDE
ret = fc.intersections()
assert len(ret) == 1
fc.add_polyline([[1.5, 0], [3.5, 2]])
ret = fc.intersections()
assert len(ret) == 4 # should dedup to 3?
def test_fast_crossing_filter_by_z():
fc = FastCrossing()
fc.add_polyline([[0, 0, 0], [1, 0, 0]])
fc.add_polyline([[0, 0, 10], [1, 0, 10]])
fc.add_polyline([[0, 0, 20], [1, 0, 20]])
ret = fc.intersections([[0.5, -1], [0.5, 1]])
assert len(ret) == 3
ret = fc.intersections([[0.5, -1], [0.5, 1]], z_min=-1, z_max=1)
assert len(ret) == 1
assert fc.coordinates(ret[0])[2] == 0
ret = fc.intersections([[0.5, -1, 10], [0.5, 1, 10]], z_min=-1, z_max=1)
assert len(ret) == 1
assert fc.coordinates(ret[0])[2] == 10
ret = fc.intersections([[0.5, -1, 20], [0.5, 1, 20]], z_min=-1, z_max=1)
assert len(ret) == 1
assert fc.coordinates(ret[0])[2] == 20
ret = fc.intersections([[0.5, -1, 15], [0.5, 1, 15]], z_min=-6, z_max=6)
assert len(ret) == 2
assert fc.coordinates(ret[0])[2] == 10
assert fc.coordinates(ret[1])[2] == 20
def test_fast_crossing_dedup():
# should be stable
for _ in range(100):
fc = FastCrossing()
fc.add_polyline([[0, 0, 0], [1, 0, 0], [2, 0, 0]])
fc.add_polyline([[0, 1, 0], [1, 1, 0], [2, 1, 0]])
ret = fc.intersections([[1, -1], [1, 1]])
assert len(ret) == 2
assert np.all(ret[0][-1] == [0, 0]), ret
assert np.all(ret[1][-1] == [1, 0]), ret
assert ret[0][1][1] == 1.0, ret
assert ret[1][1][1] == 1.0, ret
ret = fc.intersections([[1, -1], [1, 1]], dedup=False)
# for idx, row in enumerate(ret):
# print(idx, row)
assert len(ret) == 4
1 maintainer
Metadata
1 maintainer
Release files for fast-crossing 0.1.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| fast_crossing-0.1.6.tar.gz | 695.8 kB | With provenance | Details for fast_crossing-0.1.6.tar.gz |
Built distributions (wheels)
Total release size: 16.3 MB
Release files / fast_crossing-0.1.6.tar.gz
| Download URL | fast_crossing-0.1.6.tar.gz |
|---|---|
| Size | 695.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
20c5ef6f1cfe85ed59e9f411172bf3bf25950444f2e4cd05da3a648501d8f254
|
|
BLAKE2b-256 checksum How to use checksums |
14d509eb639325373123597d7dce61db57d0bed102baf92f3e7156ae651e4d65
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp315-cp315-pyemscripten_2026_5_wasm32.whl
| Download URL | fast_crossing-0.1.6-cp315-cp315-pyemscripten_2026_5_wasm32.whl |
|---|---|
| Size | 249.1 kB |
| Tags | CPython 3.15 PyEmscripten 2026.5+ WebAssembly |
|
SHA-256 checksum How to use checksums |
d133994da1c257df308deebee03d8239db3e19db33fd01d70b97a245daf6cea1
|
|
BLAKE2b-256 checksum How to use checksums |
bcb0ff4de472759388cd252f9e9e25b7c2f97e909718e1fbbaf83e4612297c53
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp314-cp314-pyemscripten_2026_0_wasm32.whl
| Download URL | fast_crossing-0.1.6-cp314-cp314-pyemscripten_2026_0_wasm32.whl |
|---|---|
| Size | 249.2 kB |
| Tags | CPython 3.14 PyEmscripten 2026.0+ WebAssembly |
|
SHA-256 checksum How to use checksums |
9114fbcccdb68c042ab194220ed55ab37ce419a02e4f670bb31cf069a1a76729
|
|
BLAKE2b-256 checksum How to use checksums |
4fc22355e85d05cb6968dd873c16dc4d9cab27a55d0aa113327746856c2a7c38
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-win_arm64.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-win_arm64.whl |
|---|---|
| Size | 323.6 kB |
| Tags | CPython 3.13 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
23209c92ed38fd27620212ea78cfad2f3859d341ce7953d39300a177cfac90c5
|
|
BLAKE2b-256 checksum How to use checksums |
e2a3d0f61337959440c3c15291d33a818c59a34fee84d27e79649cf5f42e22ce
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 336.1 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9d27795cf1305f07992fdba3a69d7a819594067de2ee2b1671aad85f863d4c2e
|
|
BLAKE2b-256 checksum How to use checksums |
97343da867b75caf8abed63eca7e3cbc3992d2a98a4b7dfd0fa5536fa95277a9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-pyemscripten_2025_0_wasm32.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-pyemscripten_2025_0_wasm32.whl |
|---|---|
| Size | 248.2 kB |
| Tags | CPython 3.13 PyEmscripten 2025.0+ WebAssembly |
|
SHA-256 checksum How to use checksums |
66bcae3fcb3ab078443acbf7037fc84fa4be705241805c8997efea7081180b14
|
|
BLAKE2b-256 checksum How to use checksums |
85ce834874503f119d15a35b16df46c6bc03a9449ae09b9ce3acb55e6fc0cc72
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 478.0 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
f81aa5c23fc492bab76030ccde5a8d5f11d0c05fe063d5f60f28130af706cedf
|
|
BLAKE2b-256 checksum How to use checksums |
66fc7ee9d8db92c1fb8c6af263437012d84bf13d04beaf59d9a78f31176f24d9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 452.1 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
c507dc01303cf552ab882a0d16b5cceb66f9d9b3171c392522c9680b0c70aad2
|
|
BLAKE2b-256 checksum How to use checksums |
c0a2a172772f7c53b445bd0535aa4ead98ac32eef8221193aee8bf8a2eeeaa03
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp313-cp313-macosx_10_13_universal2.whl
| Download URL | fast_crossing-0.1.6-cp313-cp313-macosx_10_13_universal2.whl |
|---|---|
| Size | 763.8 kB |
| Tags | CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
62b08bee60840142ab7a719a06c7e44627fc5d72090bdd061605f9bfccd64a20
|
|
BLAKE2b-256 checksum How to use checksums |
e27143971e0880b5d8a8badb5d0d6f19608b7a40603ed8aa587af248990500fc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp312-cp312-win_arm64.whl
| Download URL | fast_crossing-0.1.6-cp312-cp312-win_arm64.whl |
|---|---|
| Size | 323.6 kB |
| Tags | CPython 3.12 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
f40b247a9b2ebe62dc141d1d40f331a60cac901818af7116a2877b36427316a4
|
|
BLAKE2b-256 checksum How to use checksums |
81f73ea525bade5bfee0af29cb76444a18bc9b65658bc6f8c93fbf56d86f8055
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp312-cp312-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 336.1 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2c5e54fc3ad2ca7a1c76f679a452aa1f24427e8dc0ebdad3ef0320ccb6d6df0f
|
|
BLAKE2b-256 checksum How to use checksums |
70b0145ee23b1a0c37c5c4b201c793859f5048ed0d63db00f1a907d4fa2d074f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 477.6 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
97696c008b41939ef73261b2d37e77cab739c252e6806006e63e5e46f439f3aa
|
|
BLAKE2b-256 checksum How to use checksums |
58b2d6ddaba2aa5cad9a6162e971e156e4b3de379d22b518396a568d98b0ac30
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 451.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
9620b73fe06cdd2082d3678efca61020061e9774efe07614ba02ffe82013e95e
|
|
BLAKE2b-256 checksum How to use checksums |
949e46b2067821676f42eec69371e4b69b92480d118bb4269e92e3c4a8a89032
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp312-cp312-macosx_10_13_universal2.whl
| Download URL | fast_crossing-0.1.6-cp312-cp312-macosx_10_13_universal2.whl |
|---|---|
| Size | 763.8 kB |
| Tags | CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
35740f63c7edc359f94a111dccec4a1dead87e1116f12e980ac1e6338a1b2bf2
|
|
BLAKE2b-256 checksum How to use checksums |
7051e661b4a46f8db19a38c4a8a10415e1374355c53dc55738c761d7b6b4e05a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp311-cp311-win_arm64.whl
| Download URL | fast_crossing-0.1.6-cp311-cp311-win_arm64.whl |
|---|---|
| Size | 322.1 kB |
| Tags | CPython 3.11 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
db32dd3ad29991d04c8f330977aabbdac34e6939ebe0a05a933dfd98ef669770
|
|
BLAKE2b-256 checksum How to use checksums |
72c30f6a0ef1d8291a4966bc6d0a51e513025d1e1b1f88bbcd285ae837828103
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp311-cp311-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 336.6 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9698620593bca33a8dd1aa24552e41fc96af31ebda7dcd820046cea0da4e5862
|
|
BLAKE2b-256 checksum How to use checksums |
a3433f39386807e2c4ca292966f53b71b0fae77cd8a02036827a087c753c9fc7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 476.7 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
bd0debcfff0640c6f2d9aca252529702f7ed0376920d487b3d008ca89ddd3a4f
|
|
BLAKE2b-256 checksum How to use checksums |
c7d6d397404c97ef1c9988cd22774b4e2f02c9aaf561458f59b0e77b70ad8c5e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 452.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
62e554f424d939b140a0ce851f52d8340c290f8236a319b83f8950d2c62260d0
|
|
BLAKE2b-256 checksum How to use checksums |
e8c596d1d65412b97345558f1f78cdc1837d73ab7b39ca52f3e515b289e388b7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp311-cp311-macosx_10_9_universal2.whl
| Download URL | fast_crossing-0.1.6-cp311-cp311-macosx_10_9_universal2.whl |
|---|---|
| Size | 749.1 kB |
| Tags | CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
eea14afa9b30cb6cb9b9490c95c3726518e86494dd7fad3d5db9e1a036f949ca
|
|
BLAKE2b-256 checksum How to use checksums |
1b98af7f8ce75013dc836e2d3c92497547ba102c39cd311fdac5b8e279d1aa5d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp310-cp310-win_arm64.whl
| Download URL | fast_crossing-0.1.6-cp310-cp310-win_arm64.whl |
|---|---|
| Size | 320.9 kB |
| Tags | CPython 3.10 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
43cebacd08c839c34ff6d586a25a7d500d9e43cca1d4ee80928eea1ac41b620b
|
|
BLAKE2b-256 checksum How to use checksums |
8c7566cb0df57652072c1f761c21ef90a0bc0d607e4f8ded6d500f0149891ba5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp310-cp310-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 335.6 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
95d74ad7626393e661f78ba7a8ee72543c796aade0b979544e9c56ee78f918f3
|
|
BLAKE2b-256 checksum How to use checksums |
94dc4a3a3390a010c09aba84c1a3664a25cb8dd5f364cc31263979d98856d3d5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 475.4 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
bfed357a0d7fb3a2e6d283cc92ef83659f9f6042489602b9b1a7061ff06741b5
|
|
BLAKE2b-256 checksum How to use checksums |
539545dc8ebb3ed964b7ab54f0e40e0618bbead626bddb448356cf054341ca78
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 451.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
16a7a2cb7460a60da138076ece09c13fdd10605f3d2c0a29fb398547fa0d0e06
|
|
BLAKE2b-256 checksum How to use checksums |
478420c77dbf144683fea37e16d6b02344d159fa6b6af42b1f45b101c719b331
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp310-cp310-macosx_10_9_universal2.whl
| Download URL | fast_crossing-0.1.6-cp310-cp310-macosx_10_9_universal2.whl |
|---|---|
| Size | 746.1 kB |
| Tags | CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
4f17af3aefb223aa0c87782eb2739606a0d6132b81f49ac01f77a143e17c4323
|
|
BLAKE2b-256 checksum How to use checksums |
33a5ffff93f74b8f4d32ea270edd5714a29debc69591af6768ebe44a01ea1f61
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp39-cp39-win_arm64.whl
| Download URL | fast_crossing-0.1.6-cp39-cp39-win_arm64.whl |
|---|---|
| Size | 319.8 kB |
| Tags | CPython 3.9 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
383529e750382a88a1fc53a113831863db6e5ad721dfc426a8c0256d530005c7
|
|
BLAKE2b-256 checksum How to use checksums |
ceabc37d1f6ea4d05a01e1b7ad9f324b5227af75ac360d764a1a51746b555dfc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp39-cp39-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 328.5 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2aefbe742a2453eeae9645c08054cf9f373cf5ad4ba88d543c047161c8dcbcab
|
|
BLAKE2b-256 checksum How to use checksums |
76dfe89861310726e7ec0dcbabcf9fa4cf4093a2475dceb7e82c094e26c443b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 475.8 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
a23238fdfe429e817298d02a476bc5a8d518f406e60a6c0495ffebdd694c3fe5
|
|
BLAKE2b-256 checksum How to use checksums |
60f74b13b07f76c695af7b29c3d405ad6cf993f328fbfdc06663960ba6e4674f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 451.6 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
c25c7604b5da54fa71a70b075c9d06dbdc5c3f3d01311838c95f004a131b620e
|
|
BLAKE2b-256 checksum How to use checksums |
41a23387259418020f5d3cbcbbfddb878d8add013eacd7e7a967a5279d542d8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp39-cp39-macosx_10_9_universal2.whl
| Download URL | fast_crossing-0.1.6-cp39-cp39-macosx_10_9_universal2.whl |
|---|---|
| Size | 746.2 kB |
| Tags | CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
1267c04e417ba9a8e204fd1e2b1f50a9d0345a5d4c85f4568a2513d7334b3700
|
|
BLAKE2b-256 checksum How to use checksums |
fded33323dabe6dccdf21fc1f94f4a44165e14c52222c9c9db63652d5ea85366
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp38-cp38-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 323.8 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
796b529bfc04767172f686405ff86bbc58a59e65945506ae290decb379d5d716
|
|
BLAKE2b-256 checksum How to use checksums |
8d045752164bf07a8b352b992acdbbc41a0792377346db8ff602b6e0a7495419
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 466.3 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
e4055eaa5e73f1a756fd497ed39322ab4322b4960fb1689c5df1e0cd3f4b9d6e
|
|
BLAKE2b-256 checksum How to use checksums |
04da0d50fc321a93d92b56aedbad0e053c69e9cd5185808f9d2ee835c7665ed4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 441.4 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
359ef6ccfd341e5d10f58ab69020fa4fbfa708fdd00a4aa05acbfde422f019a7
|
|
BLAKE2b-256 checksum How to use checksums |
701a1b7966cdedacfd5b2b70278e0cd44e50fc46b538306c3f22a8284cd20ef7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp38-cp38-macosx_10_9_universal2.whl
| Download URL | fast_crossing-0.1.6-cp38-cp38-macosx_10_9_universal2.whl |
|---|---|
| Size | 738.7 kB |
| Tags | CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) |
|
SHA-256 checksum How to use checksums |
04066c9d4a9d3c2136fb6760c8117917c4793acac86e44612ea58e7c4feceda5
|
|
BLAKE2b-256 checksum How to use checksums |
92347515d1122e7efb7ebe991bfc08d244d05a03d517ebb8c4a6e19f61346ff6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp37-cp37m-win_amd64.whl
| Download URL | fast_crossing-0.1.6-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 304.2 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a8e67cfad4d96bb360b0ce9bb85f57739c3b7421a1d99ced5ad8d4554da10633
|
|
BLAKE2b-256 checksum How to use checksums |
752ff57d1b54539ae87d9339f7c7e6d14da53a259ed130cb776d2dee5474b9f9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fast_crossing-0.1.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 460.6 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
ade8c4981b8c14a9d808fb2b82640fa9c25af252571aa889f4cdb86aece2b5fb
|
|
BLAKE2b-256 checksum How to use checksums |
9e41f4cb52a83101ec38940221ff74e464215b39c254967a6bad24b8ee5d8a05
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logRelease files / fast_crossing-0.1.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fast_crossing-0.1.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 441.4 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
b2f5d3d008eac71241bf3e8a780269593693ec5fceaac6b294fd14de88488444
|
|
BLAKE2b-256 checksum How to use checksums |
c634b9173b559da9e3b24e461860ab01827e4ef7f91643d3d371b46f3e068603
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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 Oct 3, 2026.
Transparency logSecurity for fast-crossing 0.1.6
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.
Full provenance
All 36 files in this release have been uploaded with provenance metadata.
Attestation for fast_crossing-0.1.6.tar.gz
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 Oct 3, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
