cefast

CEFast

A fast reader for CEF (Cluster Exchange Format), the text format of ESA's Cluster Science Archive. C++20 core, Python bindings, no dependencies beyond numpy. Documentation: https://cefast.readthedocs.io

pip install cefast

import cefast
f = cefast.load("C1_CP_FGM_SPIN__20010201_000000_20010202_000000_V140305.cef.gz")
f["B_vec_xyz_gse__C1_CP_FGM_SPIN"].values      # (records, 3) float32
f["time_tags__C1_CP_FGM_SPIN"].values.dtype    # datetime64[ns]

Why CEFast

CEFLIB is the reference CEF reader, and it is hard to live with: source tarball only, no wheels, a global singleton, and no working byte variables. CEFast is installable with pip, free of global state, and readable by someone else.

Correctness is checked, not claimed:

every CEF 2.0 construct the archive uses, checked against the specification, with the deviations we accept listed in docs/accepted-deviations.md;
41 real CSA files, every one CEFLIB can read compared value by value against CEFLIB 1.8.6, plus hand-made files for malformed input;
the full suite runs under ASan and UBSan in CI, together with an allocation budget test for the header path;
libFuzzer targets run in CI, each comparing a fast path with a slow reference: serial against parallel loading, the float parser against strtod, the fixed-width time parser against the general one, the header lexer and the record scanner against frozen copies of the simpler code they replaced;
a malformed file raises a ParseError naming the file, the line and the record: it never returns shifted columns or garbage.

Install

pip install cefast

Wheels are built for Linux (x86_64, aarch64), macOS 13+ (x86_64, arm64) and Windows (x64, ARM64), for CPython 3.10 and newer, including free-threaded builds. A Pyodide (wasm32) wheel is built too. Elsewhere, pip install builds from the sdist with a C++20 compiler and meson.

Loading

cefast.load("file.cef")            # path or os.PathLike
cefast.load("file.cef.gz")         # gzip, detected from the content
cefast.load(data)                  # bytes, bytearray or memoryview

threads=0 (the default) picks a thread count from the machine, threads=1 parses serially, threads=N uses at most N. Data sections above ~48 KiB are split across threads; the result is identical either way.

Loading releases the GIL. A path is memory-mapped, or read when the platform has no mmap, and bytes are only read during the call. Numeric and time arrays are views on CEFast's parsed data, not copies: each array keeps that data alive by itself.

Variables

f.keys()                           # names, in file order
"B_vec_xyz_gse__C1_CP_FGM_SPIN" in f
v = f["B_vec_xyz_gse__C1_CP_FGM_SPIN"]
v.name, v.value_type               # 'B_vec_xyz_gse__C1_CP_FGM_SPIN', 'FLOAT'
v.sizes                            # (3,), the CEF SIZES attribute
v.is_nrv                           # True when the values are in the header (DATA), not per record
v.attributes                       # dict of the other variable attributes
f.attributes                       # dict of the global attributes

Attribute values are plain Python values: text and numbers come as one value or a list, times as datetime.datetime, time ranges as a pair of them.

Values are numpy arrays. Record-varying variables get a record axis, header variables keep their declared shape.

CEF VALUE_TYPE	numpy dtype
FLOAT	float32
DOUBLE	float64
INT	int32
BYTE	uint8
CHAR	numpy unicode string, copied
ISO_TIME	datetime64[ns]
ISO_TIME_RANGE	datetime64[ns], one extra dimension of 2

Missing data stays raw for numeric variables (the FILLVAL number itself) and becomes NaT for time variables.

INCLUDE

INCLUDE = "file.ceh" is resolved, in this order, with include_resolver first when given:

cefast.load("file.cef", include_paths=["/data/headers"])
cefast.load("file.cef", include_resolver=lambda name: headers.get(name))  # str or None

then the directory of the file being read, then include_paths, then the CEFPATH environment variable, then the current directory (which is what CEFLIB does).

Errors

Anything that would silently produce wrong numbers raises instead:

try:
    cefast.load("broken.cef")
except cefast.ParseError as error:
    print(error)   # broken.cef:214: expected 31 values, got 30 (record 12)

ParseError subclasses ValueError and names the file, the line and, inside the data section, the record.

C++

Header-only C++20, same API shape:

#include <cefast/cefast.hpp>

auto file = cefast::load("file.cef");
for (const auto& var : file.variables)
    std::cout << var.name << '\n';

With meson: dependency('cefast', fallback: ['cefast', 'cefast_dep']).

Performance

On the 41-file CSA sample corpus (10.4 MB), against CEFLIB 1.8.6, loading every file from Python with the default threads: 11.5 ms against 35.1 ms (3.05x overall, median 1.60x per file). Every file is faster, from 1.20x to 7x. Numbers from a Ryzen 7 5800X; gzipped files are limited by decompression. tools/ceflib/benchmark.py reproduces them.

Speed does not cost correctness: every float is correctly rounded (the value strtod gives), and a malformed value is an error, where CEFLIB reads 12abc as 12.

Tests

python -I tools/fetch_csa_corpus.py    # downloads the CSA sample corpus and verifies its hashes
meson setup build && meson test -C build

The corpus is not in the repository: it is fetched from the archive and checked against tests/resources/csa_manifest.json. Tests that need it skip when it is missing. tools/ceflib/benchmark.py builds CEFLIB to compare against it; the differential test skips when CEFLIB is not importable.

Known differences from CEFLIB and from the strict CEF 2.0 document are listed in docs/accepted-deviations.md.

License

MIT, see COPYING.

Metadata

Release files for cefast 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 cefast 0.1.1
File	Size	Uploaded	Provenance	Actions
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp315-cp315-musllinux_1_2_x86_64.whl
SHA-256 checksum: f73966f8855f459183138afe74ded847fab533bb0ddd954e534bb07adfe6c511 Verifying attestations

Release files / cefast-0.1.1-cp315-cp315-musllinux_1_2_aarch64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: cd7257e65986178d44e2e27352ca4a8625faa294c098566bcee5405556b84daa Verifying attestations

Release files / cefast-0.1.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: a7041d2a9414c72dc7cdc2f406d508a698f4e0cd6331b762fbd569c6ab3bd722 Verifying attestations

Release files / cefast-0.1.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cefast-0.1.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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Release files / cefast-0.1.1-cp315-cp315-macosx_13_0_x86_64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 7198b5a3d2dcc7f2ce70087dd86218918abeedcd4c12322843a95156775c5a86 Verifying attestations

Release files / cefast-0.1.1-cp315-cp315-macosx_13_0_arm64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 3dec94a7b10adc6636232cbe15d65e153b54f69deb87231c03a532ac1bfac00e Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314t-win_arm64.whl
Size	234.5 kB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 9c9f682b603a4bdf8e97dbaea018f1e93c082676ae68034c9b9b74c1131974a6 Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314t-win_amd64.whl
Size	242.7 kB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 18acb3fbae97df6e06add1eded124403c6e88126d93c6db9979738960d9d36ea Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	1.3 MB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 58230cbfa6f807497b6f0e82bc60791d6b76be34267ebfd199ffc4db2d2b2878 Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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Release files / cefast-0.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cefast-0.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	395.2 kB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 4a7d01be53063b029ed815acdd6d1422c07bf4eda0311f3afa06cce971e00202 Verifying attestations

Release files / cefast-0.1.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cefast-0.1.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	362.2 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 15ae3c7590faac533d76b5fb1618d352a11f4bc1f884a96ddbedc08d5918b709 Verifying attestations

Release files / cefast-0.1.1-cp314-cp314t-macosx_13_0_x86_64.whl

Download URL	cefast-0.1.1-cp314-cp314t-macosx_13_0_x86_64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 5d2756e3ea61c3576e6acdfd45359a3837c4f88def823969a3f6ffcd3706584d Verifying attestations

Release files / cefast-0.1.1-cp314-cp314t-macosx_13_0_arm64.whl

Download URL	cefast-0.1.1-cp314-cp314t-macosx_13_0_arm64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 4c6abf8a03a4886b8b778971ac5ebfe8b9a0d7df135fbec4599c7da2d36199cf Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314-win_arm64.whl
Size	229.8 kB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`041d40ffad0e74ad3ba9016c40ef710ce526bcedefef5e8cba7da039e5874b9f`
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp314-cp314-win_arm64.whl
SHA-256 checksum: 041d40ffad0e74ad3ba9016c40ef710ce526bcedefef5e8cba7da039e5874b9f Verifying attestations

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

Download URL	cefast-0.1.1-cp314-cp314-win_amd64.whl
Size	237.9 kB
Tags	CPython 3.14 Windows x86-64
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

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Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

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Release files / cefast-0.1.1-cp314-cp314-pyemscripten_2026_0_wasm32.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

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Artifact

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

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

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Artifact

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Release files / cefast-0.1.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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Release files / cefast-0.1.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

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Artifact

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Release files / cefast-0.1.1-cp314-cp314-macosx_13_0_x86_64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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Release files / cefast-0.1.1-cp314-cp314-macosx_13_0_arm64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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Release files / cefast-0.1.1-cp313-cp313-pyemscripten_2025_0_wasm32.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: ec9556da3dac1d877f16044935474915d81369bf6ba28959d20ec83bfdf97b90 Verifying attestations

Release files / cefast-0.1.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: 789450eca42960b042214dabc740c9cc9ec90634a9d3ab36826f75596ffbc67a Verifying attestations

Release files / cefast-0.1.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 78d97464f8c86fc3e2d21875ea411ea49ec6dec2977df1bd881b1348fc1fd637 Verifying attestations

Release files / cefast-0.1.1-cp313-cp313-macosx_13_0_x86_64.whl

Download URL	cefast-0.1.1-cp313-cp313-macosx_13_0_x86_64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp313-cp313-macosx_13_0_x86_64.whl
SHA-256 checksum: c9f418c584f970d693750e8b6f9de6a06c7a74d9f817b594106ddccde2a31994 Verifying attestations

Release files / cefast-0.1.1-cp313-cp313-macosx_13_0_arm64.whl

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: ecd28e78167a45d71a736d0998f895e2ce18ab07b80e52c2089e3c80945c4980 Verifying attestations

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: d1d3f983fc468cf13f12c6884afe061c73555609aecafd90bed5df6b30bdeba9 Verifying attestations

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

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

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Artifact

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

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: 0eaab25dd1b892aca450170e4854c7b9c16382a8d10248d2d14f0d42c00c32e3 Verifying attestations

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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Release files / cefast-0.1.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cefast-0.1.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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SHA-256 checksum: 749731e7c35b3315aaa6b098f8f28a8acb77124ffa97f69069b12af9192c0bd9 Verifying attestations

Release files / cefast-0.1.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cefast-0.1.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
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Artifact

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SHA-256 checksum: 6ed63b5ff6a8de9b010db359f93bd080eb5d82c850e92697fa9e5c8b7d51cece Verifying attestations

Release files / cefast-0.1.1-cp312-cp312-macosx_13_0_x86_64.whl

Download URL	cefast-0.1.1-cp312-cp312-macosx_13_0_x86_64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Artifact

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Release files / cefast-0.1.1-cp312-cp312-macosx_13_0_arm64.whl

Download URL	cefast-0.1.1-cp312-cp312-macosx_13_0_arm64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: e95eca8843ff5645806e06d172ec22547ed5fba07a43c64246e0f73ccaa2cf60 Verifying attestations

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

Download URL	cefast-0.1.1-cp311-cp311-win_arm64.whl
Size	224.2 kB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: a4fc9d115614d8d7c5696e04e31a98f30f8bc97862de46ba0f1cbba6956ca6b2 Verifying attestations

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

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Size	230.1 kB
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

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Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

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SHA-256 checksum: 215c287b3322770e32cdf53527e0eb7644e8b3cb76ce31bb99d4ab5d4171293a Verifying attestations

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

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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
SHA-256 checksum: 6b32b796a5a2e45553a64208bd6b3765ccf8999f44a14a3692d3d6f5a5183efe Verifying attestations

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

Download URL	cefast-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl
SHA-256 checksum: e1cc5ddf87da196a7e09797f5651f50ca945a5e2fe47e9ae7ad49325b99a6990 Verifying attestations

Release files / cefast-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cefast-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 38754f70f2ec33c4b30936db4099e275aa96ff0b7d5879d43a6103aeef2d98c0 Verifying attestations

Release files / cefast-0.1.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cefast-0.1.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	357.8 kB
Tags	CPython 3.11 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 8647799456e97a51a78f144413bc0398bb9157e2e01713f291b446688462251b Verifying attestations

Release files / cefast-0.1.1-cp311-cp311-macosx_13_0_x86_64.whl

Download URL	cefast-0.1.1-cp311-cp311-macosx_13_0_x86_64.whl
Size	257.4 kB
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BLAKE2b-256 checksum How to use checksums	`806edececd26c8c0c280ecf8fa7fc164e34c29d8fdd85e90740a0db9dc12e477`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-macosx_13_0_x86_64.whl
SHA-256 checksum: 14d9a01613f83fd48f61a839d284b0db27e14d56ff6ad7b16637eb4c0fa2a8bb Verifying attestations

Release files / cefast-0.1.1-cp311-cp311-macosx_13_0_arm64.whl

Download URL	cefast-0.1.1-cp311-cp311-macosx_13_0_arm64.whl
Size	237.8 kB
Tags	CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`eaeaeb7c61dd731ae14af5e4b79acfa09e0755264ac93257f288df9a4779ee81`
BLAKE2b-256 checksum How to use checksums	`3ce0d9122fb16fc58e18a483146405c9731f1dcfe8ae6b28202239492d30ab3b`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp311-cp311-macosx_13_0_arm64.whl
SHA-256 checksum: eaeaeb7c61dd731ae14af5e4b79acfa09e0755264ac93257f288df9a4779ee81 Verifying attestations

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

Download URL	cefast-0.1.1-cp310-cp310-win_amd64.whl
Size	229.1 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`00b7219ba11065a1358ced29f6b3214362b7dc23126d0fc8798e5da1c0ed0a18`
BLAKE2b-256 checksum How to use checksums	`311f1a55bce2d72afb284df5892511c4c98144d87aab09785c6e6506203e057d`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-win_amd64.whl
SHA-256 checksum: 00b7219ba11065a1358ced29f6b3214362b7dc23126d0fc8798e5da1c0ed0a18 Verifying attestations

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

Download URL	cefast-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`da9e4885d2113d82fb07c86130df935e3c463ef68a45719385340309eb9316a4`
BLAKE2b-256 checksum How to use checksums	`e61e9df2e720a636c3d79ccf7d017482dc3a0b7ecf7c92fb414d6a49973e6d54`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: da9e4885d2113d82fb07c86130df935e3c463ef68a45719385340309eb9316a4 Verifying attestations

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

Download URL	cefast-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`ab1c8d9f837e61b22a13dc31454a126094819f0d3abf8b3ea2f4b2a77c12d53f`
BLAKE2b-256 checksum How to use checksums	`2390e453fab34ceae5fb71f5e6bc76ffe84f1d97a6899b1f885918bee634fe7f`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: ab1c8d9f837e61b22a13dc31454a126094819f0d3abf8b3ea2f4b2a77c12d53f Verifying attestations

Release files / cefast-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	cefast-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	389.1 kB
Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`35d1438c5c4340327cfb17bad218f9e3e385cbc07a76c93ed5677df520437be4`
BLAKE2b-256 checksum How to use checksums	`e53b562bf02d3dd372c4cefa1b3a15c5d50693366be097891045cef2d80681ed`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 35d1438c5c4340327cfb17bad218f9e3e385cbc07a76c93ed5677df520437be4 Verifying attestations

Release files / cefast-0.1.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	cefast-0.1.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	356.5 kB
Tags	CPython 3.10 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`b98b546c7bc07dd1b459a8248a8aee63995940a23a7c5d772601ebaffccf2c0c`
BLAKE2b-256 checksum How to use checksums	`722804aa4a382d85ecb603addc61d2be43c4fa87e6ec1b4e0a7c7fa84d8baeac`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: b98b546c7bc07dd1b459a8248a8aee63995940a23a7c5d772601ebaffccf2c0c Verifying attestations

Release files / cefast-0.1.1-cp310-cp310-macosx_13_0_x86_64.whl

Download URL	cefast-0.1.1-cp310-cp310-macosx_13_0_x86_64.whl
Size	255.9 kB
Tags	CPython 3.10 macOS 13.0+ x86-64
SHA-256 checksum How to use checksums	`ca5642411ef295a9f152ee5376d9f5ef092eb91a642fb84a862bbb911b445c33`
BLAKE2b-256 checksum How to use checksums	`061cd3742ca8770d91400da923d7c45c98d753e3367afe356ddf84f4878522a4`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-macosx_13_0_x86_64.whl
SHA-256 checksum: ca5642411ef295a9f152ee5376d9f5ef092eb91a642fb84a862bbb911b445c33 Verifying attestations

Release files / cefast-0.1.1-cp310-cp310-macosx_13_0_arm64.whl

Download URL	cefast-0.1.1-cp310-cp310-macosx_13_0_arm64.whl
Size	236.1 kB
Tags	CPython 3.10 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`401d256a61ae90cbf1193acd83caa1d45c10723c0622e54391c32cc05e6f1326`
BLAKE2b-256 checksum How to use checksums	`53496d17bede79bc2c8619d769cdeba4f60faf8564ffdcc148ef0bed1d793aec`
Upload date	Nov 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SciQLop/CEFast
Publishing commit: github.com/SciQLop/CEFast/tree/d4be6d392027841494685e2adfa620e4c3919ac3

Workflow

Publishing configuration: github.com/SciQLop/CEFast/blob/d4be6d392027841494685e2adfa620e4c3919ac3/.github/workflows/wheels.yml
Publishing logs: github.com/SciQLop/CEFast/actions/runs/42246365406/attempts/1

Artifact

Subject: cefast-0.1.1-cp310-cp310-macosx_13_0_arm64.whl
SHA-256 checksum: 401d256a61ae90cbf1193acd83caa1d45c10723c0622e54391c32cc05e6f1326 Verifying attestations

Release history Release notifications | RSS feed

This release

0.1.1 This release

Nov 6, 2026 67 release files Full provenance

0.1.0

Nov 6, 2026 67 release files Full provenance

File	Interpreter	ABI	Platform	Actions Reset
cefast-0.1.1-cp315-cp315t-win_arm64.whl 234.5 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Windows ARM64	Details for cefast-0.1.1-cp315-cp315t-win_arm64.whl
cefast-0.1.1-cp315-cp315t-win_amd64.whl 242.7 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details for cefast-0.1.1-cp315-cp315t-win_amd64.whl
cefast-0.1.1-cp315-cp315t-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp315-cp315t-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp315-cp315t-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp315-cp315t-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 395.3 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details for cefast-0.1.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 361.5 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details for cefast-0.1.1-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp315-cp315t-macosx_13_0_x86_64.whl 265.7 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp315-cp315t-macosx_13_0_x86_64.whl
cefast-0.1.1-cp315-cp315t-macosx_13_0_arm64.whl 246.2 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15 free-threading	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp315-cp315t-macosx_13_0_arm64.whl
cefast-0.1.1-cp315-cp315-win_arm64.whl 229.8 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Windows ARM64	Details for cefast-0.1.1-cp315-cp315-win_arm64.whl
cefast-0.1.1-cp315-cp315-win_amd64.whl 237.9 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details for cefast-0.1.1-cp315-cp315-win_amd64.whl
cefast-0.1.1-cp315-cp315-pyemscripten_2026_5_wasm32.whl 131.3 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	PyEmscripten 2026.5+ WebAssembly	Details for cefast-0.1.1-cp315-cp315-pyemscripten_2026_5_wasm32.whl
cefast-0.1.1-cp315-cp315-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp315-cp315-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp315-cp315-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp315-cp315-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 391.6 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 357.4 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details for cefast-0.1.1-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp315-cp315-macosx_13_0_x86_64.whl 259.2 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp315-cp315-macosx_13_0_x86_64.whl
cefast-0.1.1-cp315-cp315-macosx_13_0_arm64.whl 239.1 kB Nov 6, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp315-cp315-macosx_13_0_arm64.whl
cefast-0.1.1-cp314-cp314t-win_arm64.whl 234.5 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details for cefast-0.1.1-cp314-cp314t-win_arm64.whl
cefast-0.1.1-cp314-cp314t-win_amd64.whl 242.7 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details for cefast-0.1.1-cp314-cp314t-win_amd64.whl
cefast-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 395.2 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 362.2 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details for cefast-0.1.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp314-cp314t-macosx_13_0_x86_64.whl 265.8 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp314-cp314t-macosx_13_0_x86_64.whl
cefast-0.1.1-cp314-cp314t-macosx_13_0_arm64.whl 246.3 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp314-cp314t-macosx_13_0_arm64.whl
cefast-0.1.1-cp314-cp314-win_arm64.whl 229.8 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Windows ARM64	Details for cefast-0.1.1-cp314-cp314-win_arm64.whl
cefast-0.1.1-cp314-cp314-win_amd64.whl 237.9 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details for cefast-0.1.1-cp314-cp314-win_amd64.whl
cefast-0.1.1-cp314-cp314-pyemscripten_2026_0_wasm32.whl 132.2 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	PyEmscripten 2026.0+ WebAssembly	Details for cefast-0.1.1-cp314-cp314-pyemscripten_2026_0_wasm32.whl
cefast-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 391.5 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 357.3 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details for cefast-0.1.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp314-cp314-macosx_13_0_x86_64.whl 259.2 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp314-cp314-macosx_13_0_x86_64.whl
cefast-0.1.1-cp314-cp314-macosx_13_0_arm64.whl 239.1 kB Nov 6, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp314-cp314-macosx_13_0_arm64.whl
cefast-0.1.1-cp313-cp313-win_arm64.whl 223.5 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Windows ARM64	Details for cefast-0.1.1-cp313-cp313-win_arm64.whl
cefast-0.1.1-cp313-cp313-win_amd64.whl 231.4 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for cefast-0.1.1-cp313-cp313-win_amd64.whl
cefast-0.1.1-cp313-cp313-pyemscripten_2025_0_wasm32.whl 131.4 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	PyEmscripten 2025.0+ WebAssembly	Details for cefast-0.1.1-cp313-cp313-pyemscripten_2025_0_wasm32.whl
cefast-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 391.3 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details for cefast-0.1.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 356.8 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details for cefast-0.1.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp313-cp313-macosx_13_0_x86_64.whl 258.9 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp313-cp313-macosx_13_0_x86_64.whl
cefast-0.1.1-cp313-cp313-macosx_13_0_arm64.whl 238.5 kB Nov 6, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp313-cp313-macosx_13_0_arm64.whl
cefast-0.1.1-cp312-cp312-win_arm64.whl 223.5 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Windows ARM64	Details for cefast-0.1.1-cp312-cp312-win_arm64.whl
cefast-0.1.1-cp312-cp312-win_amd64.whl 231.4 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for cefast-0.1.1-cp312-cp312-win_amd64.whl
cefast-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 391.4 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 356.7 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details for cefast-0.1.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp312-cp312-macosx_13_0_x86_64.whl 258.9 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp312-cp312-macosx_13_0_x86_64.whl
cefast-0.1.1-cp312-cp312-macosx_13_0_arm64.whl 238.5 kB Nov 6, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp312-cp312-macosx_13_0_arm64.whl
cefast-0.1.1-cp311-cp311-win_arm64.whl 224.2 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Windows ARM64	Details for cefast-0.1.1-cp311-cp311-win_arm64.whl
cefast-0.1.1-cp311-cp311-win_amd64.whl 230.1 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for cefast-0.1.1-cp311-cp311-win_amd64.whl
cefast-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 390.6 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 357.8 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details for cefast-0.1.1-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp311-cp311-macosx_13_0_x86_64.whl 257.4 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp311-cp311-macosx_13_0_x86_64.whl
cefast-0.1.1-cp311-cp311-macosx_13_0_arm64.whl 237.8 kB Nov 6, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp311-cp311-macosx_13_0_arm64.whl
cefast-0.1.1-cp310-cp310-win_amd64.whl 229.1 kB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details for cefast-0.1.1-cp310-cp310-win_amd64.whl
cefast-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details for cefast-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
cefast-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl 1.3 MB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details for cefast-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl
cefast-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 389.1 kB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details for cefast-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
cefast-0.1.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 356.5 kB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details for cefast-0.1.1-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
cefast-0.1.1-cp310-cp310-macosx_13_0_x86_64.whl 255.9 kB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 13.0+ x86-64	Details for cefast-0.1.1-cp310-cp310-macosx_13_0_x86_64.whl
cefast-0.1.1-cp310-cp310-macosx_13_0_arm64.whl 236.1 kB Nov 6, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 13.0+ ARM64	Details for cefast-0.1.1-cp310-cp310-macosx_13_0_arm64.whl

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