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 0.16.0

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

Source distribution (sdist)

Source distribution for readcon 0.16.0
File	Size	Uploaded
readcon-0.16.0.tar.gz	842.0 kB	Sep 30, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for readcon 0.16.0
File	Interpreter	ABI	Platform	Reset
readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 853.3 kB Sep 30, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 818.8 kB Sep 30, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 849.7 kB Sep 30, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 813.7 kB Sep 30, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 851.9 kB Sep 30, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 817.2 kB Sep 30, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 849.7 kB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 813.7 kB Sep 30, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp314-cp314-win_amd64.whl 717.7 kB Sep 30, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
readcon-0.16.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 851.9 kB Sep 30, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 817.1 kB Sep 30, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp314-cp314-macosx_11_0_arm64.whl 755.2 kB Sep 30, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
readcon-0.16.0-cp314-cp314-macosx_10_12_x86_64.whl 794.8 kB Sep 30, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
readcon-0.16.0-cp313-cp313-win_amd64.whl 717.6 kB Sep 30, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
readcon-0.16.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 851.4 kB Sep 30, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 816.6 kB Sep 30, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp313-cp313-macosx_11_0_arm64.whl 755.0 kB Sep 30, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
readcon-0.16.0-cp313-cp313-macosx_10_12_x86_64.whl 794.3 kB Sep 30, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
readcon-0.16.0-cp312-cp312-win_amd64.whl 717.7 kB Sep 30, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
readcon-0.16.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 852.1 kB Sep 30, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 817.1 kB Sep 30, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp312-cp312-macosx_11_0_arm64.whl 755.8 kB Sep 30, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
readcon-0.16.0-cp312-cp312-macosx_10_12_x86_64.whl 795.1 kB Sep 30, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
readcon-0.16.0-cp311-cp311-win_amd64.whl 720.0 kB Sep 30, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
readcon-0.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 851.6 kB Sep 30, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 817.6 kB Sep 30, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
readcon-0.16.0-cp311-cp311-macosx_11_0_arm64.whl 756.9 kB Sep 30, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
readcon-0.16.0-cp311-cp311-macosx_10_12_x86_64.whl 797.3 kB Sep 30, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
readcon-0.16.0-cp310-cp310-win_amd64.whl 720.1 kB Sep 30, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
readcon-0.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 852.1 kB Sep 30, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
readcon-0.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 817.9 kB Sep 30, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details

Total release size: 25.7 MB

Release files / readcon-0.16.0.tar.gz

Download URL	readcon-0.16.0.tar.gz
Size	842.0 kB
Tags	Source
SHA-256 checksum How to use checksums	`98fb6015ad6104b5e2407f697545c8205dbba050ce5f4bac0fc8e969c669a416`
BLAKE2b-256 checksum How to use checksums	`c36b9a0ca0ab2a7ad927bc8d3a9673032925b1ae29141214c6f3ada6441a831c`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0.tar.gz
SHA-256 checksum: 98fb6015ad6104b5e2407f697545c8205dbba050ce5f4bac0fc8e969c669a416 Verifying attestations

Release files / readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	853.3 kB
Tags	Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`e40ad1ab06b869cb7782b6022e5fa76bc24b39e97f0d42e3ee6bd960584294b2`
BLAKE2b-256 checksum How to use checksums	`58d7480e59a314ec375662d78362f146a9f6a2ee69ef81439a050797b9cac305`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: e40ad1ab06b869cb7782b6022e5fa76bc24b39e97f0d42e3ee6bd960584294b2 Verifying attestations

Release files / readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	818.8 kB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`afacec618d6b617425d2a96b6babe628ee714ea6b4863f55c5a6e47d79178326`
BLAKE2b-256 checksum How to use checksums	`b5e08d393f39cbe9e78b2f5809f2f3bc7dbfd7e3957e08c89c3359c904dcfae4`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: afacec618d6b617425d2a96b6babe628ee714ea6b4863f55c5a6e47d79178326 Verifying attestations

Release files / readcon-0.16.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	849.7 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`212bdcc0ce786c89afb5f43b1815bc68d2dcd5c6d76612577936858f31230e38`
BLAKE2b-256 checksum How to use checksums	`26c42b357f67f3b88c7e16f36aa36b59c1717158f14730e42c6568f7f1927551`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 212bdcc0ce786c89afb5f43b1815bc68d2dcd5c6d76612577936858f31230e38 Verifying attestations

Release files / readcon-0.16.0-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	813.7 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`97e4af61715595113741e3aa6450fd7aa23646499a6b49581ad492a5970c723b`
BLAKE2b-256 checksum How to use checksums	`0760f5b60db5b123634297e7d9670e62fb22c1c47af0c56eff207b248d14d433`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 97e4af61715595113741e3aa6450fd7aa23646499a6b49581ad492a5970c723b Verifying attestations

Release files / readcon-0.16.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	851.9 kB
Tags	CPython 3.15 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`149b1cd0580cfcc25657f50990d57189b8639433562514c9385290098a989940`
BLAKE2b-256 checksum How to use checksums	`7622c0c0b88b663958a3beb992c92257572850858d28f9b89b40a337007ca370`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 149b1cd0580cfcc25657f50990d57189b8639433562514c9385290098a989940 Verifying attestations

Release files / readcon-0.16.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	817.2 kB
Tags	CPython 3.15 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`04b1a51c853ccda620f669a72aae6e00c9d50b30ad877cfcae97356efc1874cf`
BLAKE2b-256 checksum How to use checksums	`d1c53b051bfa8665e528a033bb031994be14a4e306210aab86b904c73db9e1e5`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 04b1a51c853ccda620f669a72aae6e00c9d50b30ad877cfcae97356efc1874cf Verifying attestations

Release files / readcon-0.16.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	849.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`07ad6a4db0ee704f53c762fee54e2b96ecd7e9362d9cde7cec60b1b9741cd46d`
BLAKE2b-256 checksum How to use checksums	`cd6e972c5461f52b9d2ea3541a0840cd9ceb789606ab72fc5377de5ea1d9228a`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 07ad6a4db0ee704f53c762fee54e2b96ecd7e9362d9cde7cec60b1b9741cd46d Verifying attestations

Release files / readcon-0.16.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	813.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`6a8ac047cb269bdba97ba7ad5c75c23511baac5b4891bc3c8437fc89df84d899`
BLAKE2b-256 checksum How to use checksums	`070264114d2dcbec4fded30a0be04ebc748a942ecf3b3e12f0efc9a680a41e0a`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 6a8ac047cb269bdba97ba7ad5c75c23511baac5b4891bc3c8437fc89df84d899 Verifying attestations

Release files / readcon-0.16.0-cp314-cp314-win_amd64.whl

Download URL	readcon-0.16.0-cp314-cp314-win_amd64.whl
Size	717.7 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`6988232807e32174fa09d28b6c66cafa0506776f2c029898e65e799fa798f8a6`
BLAKE2b-256 checksum How to use checksums	`58b69026e1406a45211a0231756ce700af35019112c356340703ff2011c626a6`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314-win_amd64.whl
SHA-256 checksum: 6988232807e32174fa09d28b6c66cafa0506776f2c029898e65e799fa798f8a6 Verifying attestations

Release files / readcon-0.16.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	851.9 kB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`1dfb0d2f05ce322bfcbe419fa4577f03e04d4dbb9348c312fcce952af42098c2`
BLAKE2b-256 checksum How to use checksums	`f3f4ce8f7f3384047e7caca6a350d286ac161f90aa508df9dd6c7a73c20ee27b`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 1dfb0d2f05ce322bfcbe419fa4577f03e04d4dbb9348c312fcce952af42098c2 Verifying attestations

Release files / readcon-0.16.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	817.1 kB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`8bef9df418cffd8df74672a4152fd8d9724472331e7a0758982808bec09afca7`
BLAKE2b-256 checksum How to use checksums	`05e7a95ec9e536687cf5bcf834e05a51cf009eacc70f7f9c26b23778a976f0c7`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 8bef9df418cffd8df74672a4152fd8d9724472331e7a0758982808bec09afca7 Verifying attestations

Release files / readcon-0.16.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	readcon-0.16.0-cp314-cp314-macosx_11_0_arm64.whl
Size	755.2 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`68813fc7a6acb4273111cc64021dadb894f6aa5048d2478c6d1e876a96d1bc2d`
BLAKE2b-256 checksum How to use checksums	`5176a247a7a2c9ec239dbd44321f4cb213e40d0d3dc09bc91949cca3849f89d4`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 68813fc7a6acb4273111cc64021dadb894f6aa5048d2478c6d1e876a96d1bc2d Verifying attestations

Release files / readcon-0.16.0-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.0-cp314-cp314-macosx_10_12_x86_64.whl
Size	794.8 kB
Tags	CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`1f495944903a6ffdfbd4d2346ebdb5feaf2170e4b41b1f18dc1f25dcd97a2186`
BLAKE2b-256 checksum How to use checksums	`410f7bc105edfbd44f750bd290506dafb06d667e0920e136333867178edb5c9a`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp314-cp314-macosx_10_12_x86_64.whl
SHA-256 checksum: 1f495944903a6ffdfbd4d2346ebdb5feaf2170e4b41b1f18dc1f25dcd97a2186 Verifying attestations

Release files / readcon-0.16.0-cp313-cp313-win_amd64.whl

Download URL	readcon-0.16.0-cp313-cp313-win_amd64.whl
Size	717.6 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`583d8736fda687fb3577caad7d8f418982f6d116787268f591c16d95a52ad455`
BLAKE2b-256 checksum How to use checksums	`a8696e8f2b05f086289bf9888d5f415eb44e8cab17e9d2415cc7f3a6f523314f`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp313-cp313-win_amd64.whl
SHA-256 checksum: 583d8736fda687fb3577caad7d8f418982f6d116787268f591c16d95a52ad455 Verifying attestations

Release files / readcon-0.16.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	851.4 kB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`c69a42d36150c5e5c63a625b227d53ba690a5b4825437c2fd5adcc3f2cadcf1e`
BLAKE2b-256 checksum How to use checksums	`2d99145367d91653af0a81310ea3316bf451d974dbde1d351828e5f086589cad`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: c69a42d36150c5e5c63a625b227d53ba690a5b4825437c2fd5adcc3f2cadcf1e Verifying attestations

Release files / readcon-0.16.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	816.6 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`9d12bed139136b35d91e7efc389ef9aaeee8187242f77f0fb259d1698e99514c`
BLAKE2b-256 checksum How to use checksums	`165d1bc4cef8b261fa3c444e92094a29d3ca53a51f07ca90ebcf92af287e344b`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 9d12bed139136b35d91e7efc389ef9aaeee8187242f77f0fb259d1698e99514c Verifying attestations

Release files / readcon-0.16.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	readcon-0.16.0-cp313-cp313-macosx_11_0_arm64.whl
Size	755.0 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`f2c6ca7e56df9d0e29ed4082acb81e43504a2df62c721e94d3424a3ea5c8a2e2`
BLAKE2b-256 checksum How to use checksums	`8a506e04de75b2f9a0c9558e932d238392911bacd1d6fe10d33c573c1ca0620d`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: f2c6ca7e56df9d0e29ed4082acb81e43504a2df62c721e94d3424a3ea5c8a2e2 Verifying attestations

Release files / readcon-0.16.0-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.0-cp313-cp313-macosx_10_12_x86_64.whl
Size	794.3 kB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`73d51687f337dc52fb9130a2783482d010f75dd79d94aadc9601ce659fd621d2`
BLAKE2b-256 checksum How to use checksums	`363fb5cc659a00fbc6a93f5d6ee13bd5006165333c10505d649fcc4596c13d96`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp313-cp313-macosx_10_12_x86_64.whl
SHA-256 checksum: 73d51687f337dc52fb9130a2783482d010f75dd79d94aadc9601ce659fd621d2 Verifying attestations

Release files / readcon-0.16.0-cp312-cp312-win_amd64.whl

Download URL	readcon-0.16.0-cp312-cp312-win_amd64.whl
Size	717.7 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`65334ac771793e9a08dceabf9ffe5cdcace54bb96086bc30cda89ed3a1cc4822`
BLAKE2b-256 checksum How to use checksums	`85e13b33b72c0cd89a6a6d9feee7e6927dfb1bd01a55fc74463ff1875445eeae`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp312-cp312-win_amd64.whl
SHA-256 checksum: 65334ac771793e9a08dceabf9ffe5cdcace54bb96086bc30cda89ed3a1cc4822 Verifying attestations

Release files / readcon-0.16.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	852.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`02bf3eb5310110b1bc2d74d4c9619b36f02699fc900b51ac4063b6944a6cade3`
BLAKE2b-256 checksum How to use checksums	`ab96c191685b89fdb57651e5bef2b8811a313a50d50d80d600f7eb59daa2e322`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 02bf3eb5310110b1bc2d74d4c9619b36f02699fc900b51ac4063b6944a6cade3 Verifying attestations

Release files / readcon-0.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	817.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`71bbf155e36bc803553d7e8d496fbd27ada82b700e6f8921c867d2bd16a59952`
BLAKE2b-256 checksum How to use checksums	`cf91a179bffa37a54a28b83175bf1dbe898553f7246fedb47f54a76870ce2540`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 71bbf155e36bc803553d7e8d496fbd27ada82b700e6f8921c867d2bd16a59952 Verifying attestations

Release files / readcon-0.16.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	readcon-0.16.0-cp312-cp312-macosx_11_0_arm64.whl
Size	755.8 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`526b61d23071d2075365a22311d5a04b70315d199a6cd0c8209262a17183d99e`
BLAKE2b-256 checksum How to use checksums	`4b867127ebf52b28b1453f91b28b970b6e43c65b133b0e27f2a84e467d03d3e8`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 526b61d23071d2075365a22311d5a04b70315d199a6cd0c8209262a17183d99e Verifying attestations

Release files / readcon-0.16.0-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.0-cp312-cp312-macosx_10_12_x86_64.whl
Size	795.1 kB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`efe553e2c39cd84bfd04d9233f6747d5db8e6bc7732a6da712da6eff9c889986`
BLAKE2b-256 checksum How to use checksums	`f4b50828b56819c3baf58c589d60a21c3415bda51a38a1dbeee573182bbae4f0`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp312-cp312-macosx_10_12_x86_64.whl
SHA-256 checksum: efe553e2c39cd84bfd04d9233f6747d5db8e6bc7732a6da712da6eff9c889986 Verifying attestations

Release files / readcon-0.16.0-cp311-cp311-win_amd64.whl

Download URL	readcon-0.16.0-cp311-cp311-win_amd64.whl
Size	720.0 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`4036f1034c437564c41ce6a45a298df53377894f2769fe2029240a1559824c67`
BLAKE2b-256 checksum How to use checksums	`1bd59d0344e60dc50b1b671d613611cd7dc62ee591ace21dfed12be1dc763c9f`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp311-cp311-win_amd64.whl
SHA-256 checksum: 4036f1034c437564c41ce6a45a298df53377894f2769fe2029240a1559824c67 Verifying attestations

Release files / readcon-0.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	851.6 kB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`348465619afa735423afaacb5f3de3fa6ed48cc916be2b5e6b971adde51b07db`
BLAKE2b-256 checksum How to use checksums	`52f59bea85d8ae12f45c8c6cb91fb92cc68541ee9b793e95778a94f48f1954ce`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 348465619afa735423afaacb5f3de3fa6ed48cc916be2b5e6b971adde51b07db Verifying attestations

Release files / readcon-0.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	817.6 kB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`9043af0fe80792e9812dde640bdc1d35cd3e310af5de0265e1c0edb924660461`
BLAKE2b-256 checksum How to use checksums	`768b416e1839a493b5942f650fe675c88735025d6e9339eaa2ed99bd1dc2ef5f`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 9043af0fe80792e9812dde640bdc1d35cd3e310af5de0265e1c0edb924660461 Verifying attestations

Release files / readcon-0.16.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	readcon-0.16.0-cp311-cp311-macosx_11_0_arm64.whl
Size	756.9 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`9846d22672c205d4639795c76599058f8f82fdf974e2878075c3b17576c293ea`
BLAKE2b-256 checksum How to use checksums	`89210fe1cb457e53567f7fbc503c7df98604231037a3922be23fc9cbc8f4974c`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 9846d22672c205d4639795c76599058f8f82fdf974e2878075c3b17576c293ea Verifying attestations

Release files / readcon-0.16.0-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	readcon-0.16.0-cp311-cp311-macosx_10_12_x86_64.whl
Size	797.3 kB
Tags	CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`e4efcacd355d8d341c7c4edac2c2fc3b3df1817ae7737bf074e5cf99a8693922`
BLAKE2b-256 checksum How to use checksums	`134dae9a3a0853aafac68fb5ab1054b1656800c1fad6288c5d45b970a3d45144`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp311-cp311-macosx_10_12_x86_64.whl
SHA-256 checksum: e4efcacd355d8d341c7c4edac2c2fc3b3df1817ae7737bf074e5cf99a8693922 Verifying attestations

Release files / readcon-0.16.0-cp310-cp310-win_amd64.whl

Download URL	readcon-0.16.0-cp310-cp310-win_amd64.whl
Size	720.1 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`d04a538f2db6e28ba964946107414d622bb6dbbef6d17b0e7eb8d2a565f714a6`
BLAKE2b-256 checksum How to use checksums	`5ae7daabebe89d20a71168e002210cbdfd32cf9ea9c5041f712ed4e290d79216`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp310-cp310-win_amd64.whl
SHA-256 checksum: d04a538f2db6e28ba964946107414d622bb6dbbef6d17b0e7eb8d2a565f714a6 Verifying attestations

Release files / readcon-0.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	852.1 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`cbd60d4a5d69f52c4715c94a8f8f604baf9b535dc4ed4d19c5dbddd5c94961d7`
BLAKE2b-256 checksum How to use checksums	`6bd8caf278fe80843f2fb857cc308ea611b1534701ca63bee399775c6d156791`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: cbd60d4a5d69f52c4715c94a8f8f604baf9b535dc4ed4d19c5dbddd5c94961d7 Verifying attestations

Release files / readcon-0.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	817.9 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`b35ebcd5cbfd1df4dce9ede54a8869d10611367810d821a8ccd068b150dc9ae5`
BLAKE2b-256 checksum How to use checksums	`297d4482d595605a59ba19140c3e5901196b50478f9f39e2de810ae507af1de0`
Upload date	Sep 30, 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/0577f6b3c6d7d91466cad54edd1e69c1f401af9b

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/0577f6b3c6d7d91466cad54edd1e69c1f401af9b/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/36783175022/attempts/1

Artifact

Subject: readcon-0.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: b35ebcd5cbfd1df4dce9ede54a8869d10611367810d821a8ccd068b150dc9ae5 Verifying attestations