OpenSZRaw

Part of the OpenMassSpec stack for mass spectrometry raw-file access.

Rust and Python reader for Shimadzu LabSolutions mass spectrometry raw data (.lcd LC-MS, .qgd GCMS, .gcd GC), with no Shimadzu SDK or software dependency. Covers .qgd GC-MS (full-scan profile and MRM/targeted) and .lcd LC-MS across IT-TOF (profile) and QTOF (centroid) acquisitions.

Documentation: sigilweaver.app/openszraw/docs

Known issues and gaps

These apply to openszraw 0.3.0 and all earlier releases. Figures come from checks run on the public validation corpus (see CORPUS.md).

LC-MS QTOF (.lcd, LCMS-9030) m/z values are wrong. Intensities decode correctly, but the m/z axis is distorted: isotope partners of intense peaks appear about 1100/m Da apart (1.86 Da at m/z 592, 1.04 Da at m/z 1062) instead of 1.003 Da. Measured in two independent accessions; this affects all 416 QTOF files in the corpus. Do not use QTOF m/z values for identification or accurate-mass work. The error depends on m/z, so a single offset does not correct it.
LC-MS IT-TOF (.lcd) m/z values are not validated. The per-file calibration fits the file's own tuning data, but in the files checked no isotope structure or cluster of known background ions could be found. 21 of 29 sampled files have spectra that are not sorted by m/z, and noise points map to m/z values up to about 780,000. This affects all 2,230 IT-TOF files in the corpus. Treat IT-TOF m/z as unverified.
IT-TOF MS level and polarity are not decoded. Every spectrum is labelled MS1 with no polarity, although files carry up to 4 interleaved acquisition channels that likely alternate polarity or MS level. Treat ms_level as unreliable on IT-TOF files. The channel is exposed as extra["openszraw.channel_index"], but which channel is which is not known.
LC-MS/MS triple quadrupole .lcd (LCMS-8040/8050/8060) is not supported. Reader::open refuses these files (275 corpus files).
Polarity is not reported for any file type.
QTOF MS2 spectra have no precursor m/z. They link to their MS1 scan only.
Single quadrupole .lcd (LCMS-2020): some spectra are not sorted by m/z (all 5 sampled files, about 18 percent of spectra).
No TIC or base-peak chromatograms are produced. LC detector chromatograms are decoded only for the few files whose format is understood.
About 0.2 percent of QTOF scans fail to decode. Each one is an Err item from iter_spectra (counted by Reader::skipped_scans()), so mzML export of an affected file stops there unless the writer is told to skip bad records (RecordErrorPolicy::Skip). In Python, RawReader and iter_spectra raise RuntimeError for such a scan unless called with skip_errors=True.

What has been checked and holds:

GC-MS .qgd (full-scan profile and MRM): m/z is consistent with unit-resolution GC-MS (93 percent of the 5 most intense peaks per spectrum lie within 0.1 of an integer mass). Every MRM spectrum carries its precursor target m/z; the transitions have not been cross-checked against the acquisition method. Two .qgd files are checked in CI.
Single quadrupole .lcd: summed intensity matches the file's own TIC stream, and m/z sits on a 0.1 grid from 400 to 2000, as expected for a unit-resolution instrument. No reference ions were available to check mass accuracy directly.
QTOF intensities: the maximum intensity of every non-empty spectrum equals the base-peak intensity the file records (150,731 of 150,731 sampled spectra). Retention times never step backwards in a 63-file sample covering every supported variant.

Install

Prefer openmassspec-io with the shimadzu feature/extra unless you need this parser standalone (minimal dependencies, or building your own abstraction) - the umbrella gives you format auto-detection, mzML conversion, and Arrow streaming across all wired-in vendors for free:

cargo add openmassspec-io --features shimadzu

pip install openmassspec[shimadzu]

Standalone:

Rust:

cargo add openszraw

Python:

pip install openszraw

Quickstart

Rust:

use openszraw::reader::Reader;
use openmassspec_core::SpectrumSource;

let mut reader = Reader::open("sample.lcd")?;
for spectrum in reader.iter_spectra() {
    let spectrum = spectrum?;
    println!("{}: {} peaks", spectrum.native_id, spectrum.mz.len());
}

Python:

import openszraw

reader = openszraw.RawReader("sample.lcd")
spectrum = reader.read_spectrum(0)
print(spectrum.ms_level, spectrum.retention_time_sec, len(spectrum.mz))

Reader::open (and RawReader) auto-detects .qgd vs .lcd IT-TOF vs .lcd QTOF from the file's internal CFBF stream layout, never from the filename or extension alone.

See the docs site for the full guide, format specification, and API reference.

License

Apache-2.0. See LICENSE.

The format specification was developed by binary analysis of public mass-spectrometry datasets (PRIDE, MassIVE, and MetaboLights accessions). See CORPUS.md and ATTRIBUTION.md.

Metadata

Release files for openszraw 0.3.0

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

Source distribution (sdist)

Source distribution for openszraw 0.3.0
File	Size	Uploaded
openszraw-0.3.0.tar.gz	63.4 kB	Oct 11, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for openszraw 0.3.0
File	Interpreter	ABI	Platform	Reset
openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 457.9 kB Oct 11, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 452.9 kB Oct 11, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 452.5 kB Oct 11, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 452.7 kB Oct 11, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 452.0 kB Oct 11, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 445.4 kB Oct 11, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp314-cp314-win_amd64.whl 295.8 kB Oct 11, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
openszraw-0.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 453.1 kB Oct 11, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 448.3 kB Oct 11, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp314-cp314-macosx_11_0_arm64.whl 404.8 kB Oct 11, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
openszraw-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl 410.7 kB Oct 11, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
openszraw-0.3.0-cp313-cp313-win_amd64.whl 296.0 kB Oct 11, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
openszraw-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 450.7 kB Oct 11, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 446.5 kB Oct 11, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp313-cp313-macosx_11_0_arm64.whl 403.2 kB Oct 11, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
openszraw-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl 409.8 kB Oct 11, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
openszraw-0.3.0-cp312-cp312-win_amd64.whl 296.2 kB Oct 11, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
openszraw-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 451.6 kB Oct 11, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 446.0 kB Oct 11, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp312-cp312-macosx_11_0_arm64.whl 404.2 kB Oct 11, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
openszraw-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl 410.5 kB Oct 11, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
openszraw-0.3.0-cp311-cp311-win_amd64.whl 299.3 kB Oct 11, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
openszraw-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 456.6 kB Oct 11, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 451.0 kB Oct 11, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp311-cp311-macosx_11_0_arm64.whl 408.2 kB Oct 11, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
openszraw-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl 410.3 kB Oct 11, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
openszraw-0.3.0-cp310-cp310-win_amd64.whl 299.4 kB Oct 11, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
openszraw-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 456.3 kB Oct 11, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 451.1 kB Oct 11, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 459.2 kB Oct 11, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
openszraw-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 453.9 kB Oct 11, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
openszraw-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 454.6 kB Oct 11, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details

Total release size: 13.4 MB

Release files / openszraw-0.3.0.tar.gz

Download URL	openszraw-0.3.0.tar.gz
Size	63.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`d7821f67823198247b6b194903b8860cc4ca4c300d2f7479a1b37ee22797dd68`
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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Release files / openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	457.9 kB
Tags	Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3
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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Subject: openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	452.9 kB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`541f153d296996b255328b3107fc6d4bda4dfe1cd39a0850efa4b9b563fbfa70`
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Subject: openszraw-0.3.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / openszraw-0.3.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	openszraw-0.3.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	452.5 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`27de5feb1f432456fa388234a07fa265084b4c9a7aaed705cee11b68dbd6ec86`
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Release files / openszraw-0.3.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	452.7 kB
Tags	CPython 3.15 Linux glibc 2.17+ x86-64
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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
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Release files / openszraw-0.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64
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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Subject: openszraw-0.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / openszraw-0.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	445.4 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64
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Upload date	Oct 11, 2026
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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

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Subject: openszraw-0.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / openszraw-0.3.0-cp314-cp314-win_amd64.whl

Download URL	openszraw-0.3.0-cp314-cp314-win_amd64.whl
Size	295.8 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`92127829ea894605a355edfad4603067f4378a186af77b8e928239f3e3f97be4`
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Upload date	Oct 11, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

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Release files / openszraw-0.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp314-cp314-macosx_11_0_arm64.whl

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl

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Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp313-cp313-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp313-cp313-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp312-cp312-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Release files / openszraw-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp312-cp312-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl

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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp311-cp311-win_amd64.whl

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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

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Artifact

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Release files / openszraw-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

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Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: ef4147c5c0e19ec01f119ab4e2aca9f3a728a4ff2da633b3b2ce0d6bcae49f5a Verifying attestations

Release files / openszraw-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / openszraw-0.3.0-cp311-cp311-macosx_11_0_arm64.whl

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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

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Release files / openszraw-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	openszraw-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

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SHA-256 checksum: 08c3b583b740e68f28898efade526d70363cb2b88fd93d9b4d5a46e459b66ecd Verifying attestations

Release files / openszraw-0.3.0-cp310-cp310-win_amd64.whl

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Size	299.4 kB
Tags	CPython 3.10 Windows x86-64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

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SHA-256 checksum: 4d1a6988628ef639f297b806b6fa121d963c66c07e1aff8d23ed254827335125 Verifying attestations

Release files / openszraw-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	openszraw-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Tags	CPython 3.10 Linux glibc 2.17+ x86-64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 5de96a01059847255423ba0a881c206429501148f2b5301ce41573239c42e5ae Verifying attestations

Release files / openszraw-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Tags	CPython 3.10 Linux glibc 2.17+ ARM64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 883f17131bce9dd16d8ce2597217581deb74745b74b4dbfb6c9254c2dcb25090 Verifying attestations

Release files / openszraw-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	openszraw-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	459.2 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: d9e83f12ccb0789ea27b1fba5650d1b4cdb3a13c4d707f64fea7d9990fecdd77 Verifying attestations

Release files / openszraw-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	453.9 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 7be70e43077cbf3aee6b775e198c6fb7a0b018d543e269ed37bccd9fa19ffc32 Verifying attestations

Release files / openszraw-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	openszraw-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Tags	CPython 3.8 Linux glibc 2.17+ ARM64
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Upload date	Oct 11, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Sigilweaver/OpenSZRaw
Publishing commit: github.com/Sigilweaver/OpenSZRaw/tree/f8ddba3b9edfe853298debce6c983bc9324fd402

Workflow

Publishing configuration: github.com/Sigilweaver/OpenSZRaw/blob/f8ddba3b9edfe853298debce6c983bc9324fd402/.github/workflows/publish.yml
Publishing logs: github.com/Sigilweaver/OpenSZRaw/actions/runs/38151868059/attempts/1

Artifact

Subject: openszraw-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 87a9a32cc32d77827609e6f7628a84db8b9b5dd02f417562515268e52adb8e0f Verifying attestations