About
License

About

readcon-core is the reference implementation of versioned .con / .convel. Rare-event codes already checkpoint on CON. This library is the spec and the hourglass API so the rest of the atomistic stack reads the same file everywhere: optimizers, potential drivers, analysis tools, and ML hand-off.

One frame is complete: cell, type-grouped coordinates, per-direction fixed masks, column-5 atom_id, optional per-atom sections (velocities, forces, energies, charges, spins, magmoms, displacements, spreads), and JSON metadata (spec v2-v3, docs/orgmode/spec.org). Saddle, dimer, and NEB codes already depend on that payload.

Layer	Role
Spec + hot path	Spec v3 parse/write, `validate`, units, `sections`, SoA, Cachegrind CI
Hourglass ABI	C / C++ / Python / Julia / Fortran (`rkr_*`): link CON into any language
Device / ML hand-off	DLPack (optional CUDA); optional metatensor `TensorBlock` without leaving CON authority
Ingress	Chemfiles import/selection: foreign structures into CON
Corpora	`index_proj` + readcon-db (`cargo add` / `pip install`; docs)

Already on that path: rare-event clients, rgpot, rgpycrumbs, ASE adapters, amsel, and anything that takes DLPack or metatensor blocks.

Rust rewrite of readCon. Chemfiles owns format diversity at the edge; this crate owns CON fidelity on the wire and in memory.

Measurements: Cachegrind I-refs (examples/cachegrind_harness.rs); Python ASV + spyglass on PRs (benchmarks/); CON peers via benches/compare_readers.py (and other scripts under benches/). See docs/orgmode/benchmarks.org.

Features

CON and convel: Coordinates; optional sections declared in sections (velocities, forces, energies, charges, spins, magmoms, displacements, spreads). Velocities also auto-detect on legacy .convel without a sections key.
Lazy iteration: ConFrameIterator; next_with_raw_span keeps the on-disk blob for corpus ingest.
Hot path: fast-float2, memmap2, Cachegrind-tracked scenarios.
Parallel frames: Rayon behind the parallel Cargo feature.
Bindings: Python (PyO3), Julia (ccall), C (shipped header), C++ (RAII header), Fortran (fpm); hourglass ABI patterned on metatensor.
Metadata helpers: Typed energy, frame_index, time, timestep, neb_bead, neb_band across bindings; raw JSON still available.
Validation: validate=true enforces finiteness, reserved keys, geometry, labels, symbols, section presence, identity columns.
Fidelity: atom_id, per-direction fixed masks, and declared optional sections round-trip through the core reader/writer.
Corpora: Pair with readcon-db (CON-text indexes, dedup, multi-reader; docs).
RPC: Cap'n Proto behind the rpc feature.

Migrate onto CON

Why switch: use a real frame API and multi-language library instead of hand-rolling XYZ and a private atoms object.

API: parse/write, builders, metadata, validation, compression, lazy multi-frame iteration
Payload: constraints, atom_id, optional sections, versioned JSON on one frame
Selection: select_atoms / rkr_frame_select (name H, bonds/angles when topology is present)
Languages: hourglass rkr_* in Fortran / C / C++ / Python / Julia / Rust (same semantics when you add a language)
Corpora: readcon-db on CON text (energy / formula / sections, dedup, multi-reader; docs)
Plotting: chemparseplot (+ rgpycrumbs) on the same files
Measurements: Cachegrind I-refs; PR ASV + spyglass; peer scripts in benches/. benchmarks.org

foreign → CON (needs --features chemfiles)

cargo run --release --features chemfiles -- convert structure.xyz structure.con

Python (readcon-chemfiles or maturin --features python,chemfiles)

python -c "import readcon; readcon.convert_to_con('structure.xyz','structure.con')"

How-to: docs/orgmode/migrate.org. Chemfiles path (CI-run): chemfiles-notebook. Corpora: readcon-db docs. Plotting: chemparseplot.

Install

Language	Install	Destination
Rust	`cargo add readcon-core`	docs.rs
Python	`pip install readcon`	PyPI
Python + chemfiles	`pip install readcon-chemfiles`	PyPI
readcon-db	`cargo add readcon-db` / `pip install readcon-db`	docs
Julia	`julia --project=julia/ReadCon -e 'using Pkg; Pkg.instantiate()'`	bindings
C / C++ CMake	`FetchContent` / `find_package(readcon-core)` (cxx tarball)	headers + `libreadcon_core` + `readcon-core.pc`
C / C++ Meson	`dependency('readcon-core')` (in-tree wrap-file)	same
C / C++ cargo-c	`cargo cinstall --release --prefix /usr/local`	same

The C/C++ headers are shipped (include/readcon-core.h). cbindgen is a maintainer tool, not a consumer dependency. C99 (readcon-core.h) or C++17 (readcon-core.hpp) compiler. FetchContent URL: readcon-core-cxx-$VERSION.tar.gz on the GitHub Release. Full matrix: getting-started.

Tutorial

Install, read a multi-frame fixture, inspect atom_id, write a round-trip, build a frame with energy. Full steps: docs/orgmode/tutorial.org (or the published HTML tutorial page).

Short Python path from the repository root:

import readcon

for frame in readcon.iter_con("resources/test/tiny_multi_cuh2.con"):
    print(frame.cell, len(frame), frame.energy)

frames = readcon.read_con("resources/test/tiny_multi_cuh2.con")
readcon.write_con("out.con", frames)

atoms = [readcon.Atom("Cu", 0.0, 0.0, 0.0, atom_id=0, mass=63.546)]
frame = readcon.ConFrame(cell=[10.0, 10.0, 10.0], angles=[90.0, 90.0, 90.0], atoms=atoms)
frame.set_energy(-42.5)
frame.write_con("built.con")

Rust smoke (same fixture):

cargo run --example rust_usage -- resources/test/tiny_multi_cuh2.con

Other languages and task recipes: docs/orgmode/howto.org. Conversion from XYZ/PDB/GRO: chemfiles-tutorial.

Design Decisions

Lazy parsing: ConFrameIterator parses one frame at a time for large trajectories.
Hourglass FFI: shipped C header plus a hand-written C++ RAII wrapper, same pattern as metatensor. CMake FetchContent, Meson wrap, and readcon-core.pc do not run cbindgen.

FFI Layer

Two exposure modes:

Opaque handles (RKRConFrame*): client calls Rust accessors (rkr_frame_get_header_line, …). Hides layout; ABI can evolve behind the handle.
Transparent #[repr(C)] extract (rkr_frame_to_c_frame → CFrame): client owns a flat atom table for hot loops and frees it with free_c_frame.

Specification

See docs/orgmode/spec.org (or the published HTML build) for the full specification. A summary follows.

CON format

A 9-line header (comments, cell dimensions, cell angles, atom type/count/mass metadata)
Line 2 is reserved for spec-v2 JSON metadata
Per-type coordinate blocks (symbol, label, atom lines with x y z fixed atomID)
Optional spec-v2 sections and validate metadata for declared per-atom sections and strict validation
Multiple frames are concatenated directly with no separator

convel format

Same as CON, with an additional velocity section after each frame's coordinates:

A blank separator line
Per-type velocity blocks (symbol, label, atom lines with vx vy vz fixed atomID)

Capabilities

Area	Surface
Payload	Constraints, `atom_id`; optional velocities / forces / energies / charges / spins / magmoms / displacements / spreads; versioned JSON
Languages	One `rkr_*` surface for Fortran / C / C++ / Python / Julia
Spec	v2-v3, `validate=true`, declared sections (including optional physics blocks above), units (v3)
Tensors	DLPack; optional metatensor `TensorBlock`
Corpora	`index_proj` + readcon-db (docs)
Import	Optional chemfiles → CON
Measurements	Cachegrind I-refs; PR ASV + spyglass; `benches/compare_readers.py`

Predecessor: readCon.

Citation

If you use readcon-core in academic work, please cite it via the metadata in CITATION.cff. A Zenodo DOI is minted on a freeze tag and recorded in CITATION.cff identifiers; this tree does not invent one.

License

MIT.

Metadata

Release files for readcon 0.16.2

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

Source distribution (sdist)

Source distribution for readcon 0.16.2
File	Size	Uploaded
readcon-0.16.2.tar.gz	845.0 kB	Oct 9, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for readcon 0.16.2
File	Interpreter	ABI	Platform	Reset
readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 858.7 kB Oct 9, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 822.3 kB Oct 9, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 854.7 kB Oct 9, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 816.6 kB Oct 9, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.7 kB Oct 9, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 820.6 kB Oct 9, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 854.8 kB Oct 9, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 816.6 kB Oct 9, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp314-cp314-win_amd64.whl 724.4 kB Oct 9, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
readcon-0.16.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.7 kB Oct 9, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 820.6 kB Oct 9, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp314-cp314-macosx_11_0_arm64.whl 756.9 kB Oct 9, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
readcon-0.16.2-cp314-cp314-macosx_10_12_x86_64.whl 797.5 kB Oct 9, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
readcon-0.16.2-cp313-cp313-win_amd64.whl 724.2 kB Oct 9, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
readcon-0.16.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.5 kB Oct 9, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 820.3 kB Oct 9, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp313-cp313-macosx_11_0_arm64.whl 756.7 kB Oct 9, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
readcon-0.16.2-cp313-cp313-macosx_10_12_x86_64.whl 797.2 kB Oct 9, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
readcon-0.16.2-cp312-cp312-win_amd64.whl 724.3 kB Oct 9, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
readcon-0.16.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.7 kB Oct 9, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 820.5 kB Oct 9, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp312-cp312-macosx_11_0_arm64.whl 757.1 kB Oct 9, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
readcon-0.16.2-cp312-cp312-macosx_10_12_x86_64.whl 797.8 kB Oct 9, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
readcon-0.16.2-cp311-cp311-win_amd64.whl 725.9 kB Oct 9, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
readcon-0.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.1 kB Oct 9, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 821.1 kB Oct 9, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
readcon-0.16.2-cp311-cp311-macosx_11_0_arm64.whl 758.5 kB Oct 9, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
readcon-0.16.2-cp311-cp311-macosx_10_12_x86_64.whl 799.8 kB Oct 9, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
readcon-0.16.2-cp310-cp310-win_amd64.whl 726.1 kB Oct 9, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
readcon-0.16.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 857.6 kB Oct 9, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
readcon-0.16.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 821.3 kB Oct 9, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details

Total release size: 25.8 MB

Release files / readcon-0.16.2.tar.gz

Download URL	readcon-0.16.2.tar.gz
Size	845.0 kB
Tags	Source
SHA-256 checksum How to use checksums	`666ad9790dc059993f212dc6a90a5097a93dd662ccd956196e76ae0b0e5aaa43`
BLAKE2b-256 checksum How to use checksums	`53c04c1da3d0c73831a8e37c414fb25a313ffc096218f314fe68650fdc47a59e`
Upload date	Oct 9, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

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

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2.tar.gz
SHA-256 checksum: 666ad9790dc059993f212dc6a90a5097a93dd662ccd956196e76ae0b0e5aaa43 Verifying attestations

Release files / readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	858.7 kB
Tags	Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`cc8552e445b04e8a1ee1bb05d3e303552d1cace768a5eedaae97c0e83c20e582`
BLAKE2b-256 checksum How to use checksums	`4884156db4d3bc42dbd7529a22df581939d5a90a397a820d59fd66b860b927f8`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: cc8552e445b04e8a1ee1bb05d3e303552d1cace768a5eedaae97c0e83c20e582 Verifying attestations

Release files / readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	822.3 kB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`7dbde6187676cb885cc06ba8208d8dbf471c3866bc8c65f1b3c1d949d3b1802b`
BLAKE2b-256 checksum How to use checksums	`97bdbaf3d34892c15277e476ecc86e8f0b3440468f7d77abfbbd712880d415fb`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 7dbde6187676cb885cc06ba8208d8dbf471c3866bc8c65f1b3c1d949d3b1802b Verifying attestations

Release files / readcon-0.16.2-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	854.7 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`8a85f381cdc3750b149c4704d011aad084bb4c00eae123fa0d5372fd4bc3c2e3`
BLAKE2b-256 checksum How to use checksums	`28aa04949f3458e07d5b3f55b3e043fe219657bc16ec9b1e7cde696dd28f9267`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 8a85f381cdc3750b149c4704d011aad084bb4c00eae123fa0d5372fd4bc3c2e3 Verifying attestations

Release files / readcon-0.16.2-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	816.6 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`b78695e032628e843ca9867da6aab8cc899d97ed75577a2361ade50d1b9c813f`
BLAKE2b-256 checksum How to use checksums	`94b4c4578847fa7ceeea9cf78916a40b66c39eda0adab6e10c50ac5689015757`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: b78695e032628e843ca9867da6aab8cc899d97ed75577a2361ade50d1b9c813f Verifying attestations

Release files / readcon-0.16.2-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.7 kB
Tags	CPython 3.15 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`c3c5bf0abfa6dedfaa4b5f6e4ade92ab944f7b3fdc99d5566233b748ab0ce74a`
BLAKE2b-256 checksum How to use checksums	`7b1ee8c18c60a7145658d1c51bb9382b3218b5d1faf80fa3cc42ac693eed434a`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: c3c5bf0abfa6dedfaa4b5f6e4ade92ab944f7b3fdc99d5566233b748ab0ce74a Verifying attestations

Release files / readcon-0.16.2-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	820.6 kB
Tags	CPython 3.15 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`98e8ff61b4362ca5dee30c73a7ac81a581f77ff4a2257d45e010bb49a1ce72b6`
BLAKE2b-256 checksum How to use checksums	`d84f08fbb94c0c13485973c4e24b36f11babc9b9fdaa4afcdab95e313a2debf7`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 98e8ff61b4362ca5dee30c73a7ac81a581f77ff4a2257d45e010bb49a1ce72b6 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	854.8 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`74a4626ecaa64a5fbbffb350d14faae45137ddbad6dd32952604e5ebde1b0e15`
BLAKE2b-256 checksum How to use checksums	`15293e0256b9de5b33e0d670b9393b59288e2f4513d2bbecbbae88ce5e5d6bf5`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 74a4626ecaa64a5fbbffb350d14faae45137ddbad6dd32952604e5ebde1b0e15 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	816.6 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`6dc9ad5e9de6d50ff4300e11691e045c9fec5d893b8632a2863abf40a24fc1e6`
BLAKE2b-256 checksum How to use checksums	`bc7fff589904a74e287656bae701b5915500f15758c980e383ca2cbd5b223e33`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 6dc9ad5e9de6d50ff4300e11691e045c9fec5d893b8632a2863abf40a24fc1e6 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314-win_amd64.whl

Download URL	readcon-0.16.2-cp314-cp314-win_amd64.whl
Size	724.4 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`ab00581fea130e8e12a28dc81c642c339187d4ba229d49a73dbdf03f0628ba9a`
BLAKE2b-256 checksum How to use checksums	`f4911b7b2e6d5f86086ef959975404fab0354e578fd439c1f588871509babae6`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314-win_amd64.whl
SHA-256 checksum: ab00581fea130e8e12a28dc81c642c339187d4ba229d49a73dbdf03f0628ba9a Verifying attestations

Release files / readcon-0.16.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.7 kB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`a87b9535790cdc418bac63091f3bfa0b49251ee94603192a8f15803e3937d172`
BLAKE2b-256 checksum How to use checksums	`2ab828270912a859fb9c8355dc447378b393c784668910b1f55f6ef24bf4ce31`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: a87b9535790cdc418bac63091f3bfa0b49251ee94603192a8f15803e3937d172 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	820.6 kB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`a9476a4fded125d659dc543ecac84c84a5c3187785c768e59920ae03fbb4b460`
BLAKE2b-256 checksum How to use checksums	`b201592bd901f96c5ae61871688c59f919168fcbc32c9bce0091f94e09cc7c27`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: a9476a4fded125d659dc543ecac84c84a5c3187785c768e59920ae03fbb4b460 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314-macosx_11_0_arm64.whl

Download URL	readcon-0.16.2-cp314-cp314-macosx_11_0_arm64.whl
Size	756.9 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`1642e2ba434bca6d393b1245e07f044b594bd143783b4768bd49f43f660b8a31`
BLAKE2b-256 checksum How to use checksums	`8fd4f49aeb8182b6e6acc1c5371c4c1d0c2f3530612216ecdb0a8360b4a23757`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 1642e2ba434bca6d393b1245e07f044b594bd143783b4768bd49f43f660b8a31 Verifying attestations

Release files / readcon-0.16.2-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.2-cp314-cp314-macosx_10_12_x86_64.whl
Size	797.5 kB
Tags	CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`85e60c0ee8ad02021a36f91057ca5f51dc839854055ba55f4af50dc8a97d0b35`
BLAKE2b-256 checksum How to use checksums	`fe1a143cf41b0c999681243db2bc77f50abafaa75d18f2d97447c891241a2e54`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp314-cp314-macosx_10_12_x86_64.whl
SHA-256 checksum: 85e60c0ee8ad02021a36f91057ca5f51dc839854055ba55f4af50dc8a97d0b35 Verifying attestations

Release files / readcon-0.16.2-cp313-cp313-win_amd64.whl

Download URL	readcon-0.16.2-cp313-cp313-win_amd64.whl
Size	724.2 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`42502ff69bca6d6f44d1ec0efb16c47cda7e88130318993cb707a6f8b64e27ee`
BLAKE2b-256 checksum How to use checksums	`f8d357d7fd6b4473caab407f8f68357ff573b1ae352fef8f8eb5fb798a42927b`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp313-cp313-win_amd64.whl
SHA-256 checksum: 42502ff69bca6d6f44d1ec0efb16c47cda7e88130318993cb707a6f8b64e27ee Verifying attestations

Release files / readcon-0.16.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.5 kB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`5aa52ae9135c60f106da17acb1d701e0290641ebe86a27d1070ff07b5c4b521a`
BLAKE2b-256 checksum How to use checksums	`cb0779b089da7dc4e862fc50ba33d2c325a87c3ab72c031f8c5a9be779aca8eb`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 5aa52ae9135c60f106da17acb1d701e0290641ebe86a27d1070ff07b5c4b521a Verifying attestations

Release files / readcon-0.16.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	820.3 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`3929a0862d96896079a7e47035794304d1022e70d4ca30783e91932b9c4aae44`
BLAKE2b-256 checksum How to use checksums	`fbb31beccf4e301458f1e8dcd7b6916efb7f54497631f4348234c1bb7c532cf1`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 3929a0862d96896079a7e47035794304d1022e70d4ca30783e91932b9c4aae44 Verifying attestations

Release files / readcon-0.16.2-cp313-cp313-macosx_11_0_arm64.whl

Download URL	readcon-0.16.2-cp313-cp313-macosx_11_0_arm64.whl
Size	756.7 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`eae8cb266a5e806a115b879b761225c0606cf000ae0b7e69a524ddbc5943e922`
BLAKE2b-256 checksum How to use checksums	`b8d4ca9ac55c8f2ce155aca2bbfa88687172f45f287b703c1a70c20245f63a64`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: eae8cb266a5e806a115b879b761225c0606cf000ae0b7e69a524ddbc5943e922 Verifying attestations

Release files / readcon-0.16.2-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.2-cp313-cp313-macosx_10_12_x86_64.whl
Size	797.2 kB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`89903590663a376b48f9ee5ac60ee1d23d11c3098be6d77d6e8199a9e5b741a6`
BLAKE2b-256 checksum How to use checksums	`17e7e5b6a8f293211311c1842492c21f4b90a806e0c0a3d6716ce2490ecd00c9`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp313-cp313-macosx_10_12_x86_64.whl
SHA-256 checksum: 89903590663a376b48f9ee5ac60ee1d23d11c3098be6d77d6e8199a9e5b741a6 Verifying attestations

Release files / readcon-0.16.2-cp312-cp312-win_amd64.whl

Download URL	readcon-0.16.2-cp312-cp312-win_amd64.whl
Size	724.3 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`2d05fa7e3f029945e2e618ab918188864d36b9fb7833364cafe0c3c7640ac6f6`
BLAKE2b-256 checksum How to use checksums	`8beaf6cfeb7934f64f23339c0aeab007d8cbeb5425b0ec073ae4c7adcf83617d`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp312-cp312-win_amd64.whl
SHA-256 checksum: 2d05fa7e3f029945e2e618ab918188864d36b9fb7833364cafe0c3c7640ac6f6 Verifying attestations

Release files / readcon-0.16.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.7 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`fab8dd1b0567acab88dca74d8bddb593b14af5c4e8b2c27bcbcf65afbcfb2725`
BLAKE2b-256 checksum How to use checksums	`a56ffb4b2ea7fa7b296b515a62fdee6609d05448d817cf8e2e8397171c071ced`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: fab8dd1b0567acab88dca74d8bddb593b14af5c4e8b2c27bcbcf65afbcfb2725 Verifying attestations

Release files / readcon-0.16.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	820.5 kB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`b7c28a63e0344a4cdb2a3becdb228f45c095a4282d1ef12cdc459388f6455b37`
BLAKE2b-256 checksum How to use checksums	`eeb8d3d70f4b50a0c22f7b0bb057332023b514f13b2ed13b6ccc1ac86c666b59`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: b7c28a63e0344a4cdb2a3becdb228f45c095a4282d1ef12cdc459388f6455b37 Verifying attestations

Release files / readcon-0.16.2-cp312-cp312-macosx_11_0_arm64.whl

Download URL	readcon-0.16.2-cp312-cp312-macosx_11_0_arm64.whl
Size	757.1 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`004e611d86535fd789f3b1bdce179d6646ddaa270fc8a359f39a7bc175c5fa24`
BLAKE2b-256 checksum How to use checksums	`7e1e91dcf5f711abd16f4f2df3eed7b53cab7a0b8930814a58506bd105c66fc5`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 004e611d86535fd789f3b1bdce179d6646ddaa270fc8a359f39a7bc175c5fa24 Verifying attestations

Release files / readcon-0.16.2-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.2-cp312-cp312-macosx_10_12_x86_64.whl
Size	797.8 kB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`1d01dd5b219a3d34486767a396d3ead81cad42004cc3e28323ccc83fd907ba76`
BLAKE2b-256 checksum How to use checksums	`6adbadd9f3bba06ca027314a0f5a92d4190e352ea53720f0854f30d8fafa0541`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp312-cp312-macosx_10_12_x86_64.whl
SHA-256 checksum: 1d01dd5b219a3d34486767a396d3ead81cad42004cc3e28323ccc83fd907ba76 Verifying attestations

Release files / readcon-0.16.2-cp311-cp311-win_amd64.whl

Download URL	readcon-0.16.2-cp311-cp311-win_amd64.whl
Size	725.9 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`b260eb0736e98c1321d062c9f1a0fd1c805fd6814f699a60c7d9175a164e8d08`
BLAKE2b-256 checksum How to use checksums	`a83ba8579f3a7db20831ec034046d012fa17982286da7748abb88a16d988471f`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp311-cp311-win_amd64.whl
SHA-256 checksum: b260eb0736e98c1321d062c9f1a0fd1c805fd6814f699a60c7d9175a164e8d08 Verifying attestations

Release files / readcon-0.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.1 kB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`da922cd9bd05f679e29a7abc2801d85141afb066fdd980dfbfc0a815d5e39f28`
BLAKE2b-256 checksum How to use checksums	`c280af004b14bba9c0be1fdee8a65765f660cd2cc2f31ac75623f5e5ab66a3bf`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: da922cd9bd05f679e29a7abc2801d85141afb066fdd980dfbfc0a815d5e39f28 Verifying attestations

Release files / readcon-0.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	821.1 kB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`d92fd39e349ed33aa816e8e3ad770a695c8a83285fd79f2831c47e3436d8eba7`
BLAKE2b-256 checksum How to use checksums	`61eefa69935a27f2bbed2557b3725b45a41610ba3eb34e1216ab9e19f3787afd`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: d92fd39e349ed33aa816e8e3ad770a695c8a83285fd79f2831c47e3436d8eba7 Verifying attestations

Release files / readcon-0.16.2-cp311-cp311-macosx_11_0_arm64.whl

Download URL	readcon-0.16.2-cp311-cp311-macosx_11_0_arm64.whl
Size	758.5 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`107868d140a7b62e569511d2b98787a82bb0a91f8244b01f8bdc7f9dba6466a9`
BLAKE2b-256 checksum How to use checksums	`7c8f1a8d57be7ee1229b5cc485d94eda78e6e3d01a8a3224f3277da9269e850a`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 107868d140a7b62e569511d2b98787a82bb0a91f8244b01f8bdc7f9dba6466a9 Verifying attestations

Release files / readcon-0.16.2-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.2-cp311-cp311-macosx_10_12_x86_64.whl
Size	799.8 kB
Tags	CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`faf7066f17a59e49995d63f6a9e9b9915f0a40d400a7d45287179d3fcfd774d2`
BLAKE2b-256 checksum How to use checksums	`d5cb713a08f796d849351aa18f97c9149745a22f7ec49ba28b6c98bfbcf2d33f`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp311-cp311-macosx_10_12_x86_64.whl
SHA-256 checksum: faf7066f17a59e49995d63f6a9e9b9915f0a40d400a7d45287179d3fcfd774d2 Verifying attestations

Release files / readcon-0.16.2-cp310-cp310-win_amd64.whl

Download URL	readcon-0.16.2-cp310-cp310-win_amd64.whl
Size	726.1 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`bb5603ab3196974304d2e2067908d9bae3b8fe307271b2e7e5d6b55396d98e0b`
BLAKE2b-256 checksum How to use checksums	`2815d70eeb598fa825b5faf3ef3bd99946957ad158b912f7fee246142c864c3d`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp310-cp310-win_amd64.whl
SHA-256 checksum: bb5603ab3196974304d2e2067908d9bae3b8fe307271b2e7e5d6b55396d98e0b Verifying attestations

Release files / readcon-0.16.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	857.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`046c22aa8df4e5ac093de87eaf29cb41cac74661f72fa595802f4f97111ecc0f`
BLAKE2b-256 checksum How to use checksums	`04bd296fe470c669ba317fb3929f403ef831f917331a794853bfb1370676a6ed`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 046c22aa8df4e5ac093de87eaf29cb41cac74661f72fa595802f4f97111ecc0f Verifying attestations

Release files / readcon-0.16.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	821.3 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`578dd4d336599252f6516fd345e3ad229d82a74129d6b82f304404560b0fa7a5`
BLAKE2b-256 checksum How to use checksums	`bd1d8c3f9d65be329e41464530b260b2c161494c6b7cabd575f88d4fddb596fd`
Upload date	Oct 9, 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/lode-org/readcon-core
Publishing commit: github.com/lode-org/readcon-core/tree/f09b1afaf29bb9ab184d508553730b8dd8fe3f73

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/f09b1afaf29bb9ab184d508553730b8dd8fe3f73/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/37941826048/attempts/1

Artifact

Subject: readcon-0.16.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 578dd4d336599252f6516fd345e3ad229d82a74129d6b82f304404560b0fa7a5 Verifying attestations