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: optimizers, potential drivers, analysis tools, campaign stores, 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), 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
Campaigns	`index_proj` + readcon-db (`cargo add` / `pip install`; docs · docs.rs)

Already on that path: rare-event clients, rgpot, rgpycrumbs, ASE adapters, amsel, campaign stores, 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). 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.
Campaigns: Pair with readcon-db (CON-text indexes, dedup, multi-reader; docs · docs.rs).
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)
Campaigns: readcon-db on CON text (energy / formula / sections, dedup, multi-reader; docs · docs.rs)
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. Campaigns: readcon-db docs · docs.rs/readcon-db. 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
Campaign store	`cargo add readcon-db` / `pip install readcon-db`	docs · docs.rs
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')` (wrapdb / 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; 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`
Campaigns	`index_proj` + readcon-db (docs · docs.rs)
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 0.14.8

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 0.14.8
File	Size	Uploaded
readcon-0.14.8.tar.gz	823.6 kB	Aug 24, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for readcon 0.14.8
File	Interpreter	ABI	Platform	Reset
readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 832.3 kB Aug 24, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 797.2 kB Aug 24, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 828.8 kB Aug 24, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 792.7 kB Aug 24, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 831.3 kB Aug 24, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 796.1 kB Aug 24, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 828.7 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 792.7 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp314-cp314-win_amd64.whl 684.7 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
readcon-0.14.8-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 831.4 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 796.1 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp314-cp314-macosx_11_0_arm64.whl 733.3 kB Aug 24, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
readcon-0.14.8-cp314-cp314-macosx_10_12_x86_64.whl 773.2 kB Aug 24, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
readcon-0.14.8-cp313-cp313-win_amd64.whl 684.8 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
readcon-0.14.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 830.8 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 795.6 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp313-cp313-macosx_11_0_arm64.whl 733.0 kB Aug 24, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
readcon-0.14.8-cp313-cp313-macosx_10_12_x86_64.whl 772.9 kB Aug 24, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
readcon-0.14.8-cp312-cp312-win_amd64.whl 685.2 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
readcon-0.14.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 831.1 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 796.1 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp312-cp312-macosx_11_0_arm64.whl 733.4 kB Aug 24, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
readcon-0.14.8-cp312-cp312-macosx_10_12_x86_64.whl 773.7 kB Aug 24, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
readcon-0.14.8-cp311-cp311-win_amd64.whl 687.5 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
readcon-0.14.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 830.8 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 796.3 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
readcon-0.14.8-cp311-cp311-macosx_11_0_arm64.whl 734.8 kB Aug 24, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
readcon-0.14.8-cp311-cp311-macosx_10_12_x86_64.whl 775.8 kB Aug 24, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
readcon-0.14.8-cp310-cp310-win_amd64.whl 687.7 kB Aug 24, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
readcon-0.14.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 831.3 kB Aug 24, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
readcon-0.14.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 796.6 kB Aug 24, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details

Total release size: 24.9 MB

Release files / readcon-0.14.8.tar.gz

Download URL	readcon-0.14.8.tar.gz
Size	823.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`0c22fd8bd6e465b2912a65b8e818717171a24fd5563962613185a6a318410207`
BLAKE2b-256 checksum How to use checksums	`66156653c8a98bbb8888ed050a495c89327bb53bceae71ef16345ddc0b0c9266`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8.tar.gz
SHA-256 checksum: 0c22fd8bd6e465b2912a65b8e818717171a24fd5563962613185a6a318410207 Verifying attestations

Release files / readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	832.3 kB
Tags	Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`ab3325137c59c3d8b82ea5ae95605d888417b3c6f34c5bd6d81c916c4cda8962`
BLAKE2b-256 checksum How to use checksums	`c33323d0cca0cfe5be70010817e91a3c6624477a3252147a15af06e3a816e5b7`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: ab3325137c59c3d8b82ea5ae95605d888417b3c6f34c5bd6d81c916c4cda8962 Verifying attestations

Release files / readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	797.2 kB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3
SHA-256 checksum How to use checksums	`4c2b381eb484a420ee7d6fc1d6e1f47aa49184e542ec7fcb9ffc769f4b4087e2`
BLAKE2b-256 checksum How to use checksums	`d013ea44b909fe24510114c4f6137652282b53ec4f7899e987a95962af1b141d`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 4c2b381eb484a420ee7d6fc1d6e1f47aa49184e542ec7fcb9ffc769f4b4087e2 Verifying attestations

Release files / readcon-0.14.8-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	828.8 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`d46aea78bbe0f0d816632830b5ce14bd6749d1edcf6eb32b80264d937c43ccdf`
BLAKE2b-256 checksum How to use checksums	`48e537277173bf12ad699e2815ba6274440ed763d1e976e88029084befa6610d`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: d46aea78bbe0f0d816632830b5ce14bd6749d1edcf6eb32b80264d937c43ccdf Verifying attestations

Release files / readcon-0.14.8-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	792.7 kB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`e33dfa282f950fb3bbb8bbe665233fb62a0c0a4735beb057f58052060d06cd11`
BLAKE2b-256 checksum How to use checksums	`4099ad38e9156b056017e120bc86d2d51ed4d4a5993ec291ec1cdce974c88746`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: e33dfa282f950fb3bbb8bbe665233fb62a0c0a4735beb057f58052060d06cd11 Verifying attestations

Release files / readcon-0.14.8-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	831.3 kB
Tags	CPython 3.15 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`c6c08585920d6e940ff475f4a323844605890f2a5813359c743f390e022b2630`
BLAKE2b-256 checksum How to use checksums	`242c5779423ae6bdddba6e3464ce0472a57e95d8cd1ca6dfdf58aa3ca5bd2e31`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: c6c08585920d6e940ff475f4a323844605890f2a5813359c743f390e022b2630 Verifying attestations

Release files / readcon-0.14.8-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	796.1 kB
Tags	CPython 3.15 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`7f8bba8ad861614fa0c19b75d8dfd45b095afe4b3c847fcc0f0d3d72381aba59`
BLAKE2b-256 checksum How to use checksums	`3bd182274cba20eabded28ba6dc77b7ee6c60b5a6f35f0a5b3df815d8e15e4a7`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 7f8bba8ad861614fa0c19b75d8dfd45b095afe4b3c847fcc0f0d3d72381aba59 Verifying attestations

Release files / readcon-0.14.8-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	828.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`98302df67f9544182a38ccbe5227ca8f86fd01e88898c4aac61f4f7db9ee21fb`
BLAKE2b-256 checksum How to use checksums	`7325216cc4d5c18ce8daece7fff42a286e9ea3d87f8afbf3290cd6bc3307a9dc`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 98302df67f9544182a38ccbe5227ca8f86fd01e88898c4aac61f4f7db9ee21fb Verifying attestations

Release files / readcon-0.14.8-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	792.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`e5a537e37ac3ad55f5100cf304e14f96b90b8c0f3a53b7b9dcb362bc628002d1`
BLAKE2b-256 checksum How to use checksums	`5f41872d57106dc696e5f2a5b36bf03b6d8b69e6f82af9215960ebe9dfb41d0b`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: e5a537e37ac3ad55f5100cf304e14f96b90b8c0f3a53b7b9dcb362bc628002d1 Verifying attestations

Release files / readcon-0.14.8-cp314-cp314-win_amd64.whl

Download URL	readcon-0.14.8-cp314-cp314-win_amd64.whl
Size	684.7 kB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`73cd4dfb0bcb431aaf4b3cdb8960205854d6e71c8a152848d5ec39c968ce0aca`
BLAKE2b-256 checksum How to use checksums	`825c8391d7ee4177d91a0e98008ae6d3008d378a7e74a431ebb63a055673b3ed`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314-win_amd64.whl
SHA-256 checksum: 73cd4dfb0bcb431aaf4b3cdb8960205854d6e71c8a152848d5ec39c968ce0aca Verifying attestations

Release files / readcon-0.14.8-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	831.4 kB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`a3ebf81d8a506cef9f5bb683538841719c09ed061ba0057c3e06915a69f39795`
BLAKE2b-256 checksum How to use checksums	`9a7aad78922934bbd6cb4569b531d3e23d83fef6539fdb9d611bbd4d4c1bf867`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: a3ebf81d8a506cef9f5bb683538841719c09ed061ba0057c3e06915a69f39795 Verifying attestations

Release files / readcon-0.14.8-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	796.1 kB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`7cfafd41878e9859c0c16ae0d7fe0f4c39a08892dce36b35d77c8f1debf6eda6`
BLAKE2b-256 checksum How to use checksums	`ef9e1060f39bcb629f2a4791a99f8e30727f31a04fb256d06c45a034b83ba167`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 7cfafd41878e9859c0c16ae0d7fe0f4c39a08892dce36b35d77c8f1debf6eda6 Verifying attestations

Release files / readcon-0.14.8-cp314-cp314-macosx_11_0_arm64.whl

Download URL	readcon-0.14.8-cp314-cp314-macosx_11_0_arm64.whl
Size	733.3 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`a320ba4156eefed3e780c3daca0642a379b8ba8077569bbd12c6d51f92f0befb`
BLAKE2b-256 checksum How to use checksums	`3bf65f17d676a8d7ec032220b242529cdb8fb0c4f7476cf550b2d8aaf1316b41`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: a320ba4156eefed3e780c3daca0642a379b8ba8077569bbd12c6d51f92f0befb Verifying attestations

Release files / readcon-0.14.8-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	readcon-0.14.8-cp314-cp314-macosx_10_12_x86_64.whl
Size	773.2 kB
Tags	CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`a71ced73725a7ec35ff04b8e6d534acc39be7306a694bee726f8b80542ed4736`
BLAKE2b-256 checksum How to use checksums	`2e66b5083f6cde5f92220187af449288705cae0206582d1197fb5fe8192b6d93`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp314-cp314-macosx_10_12_x86_64.whl
SHA-256 checksum: a71ced73725a7ec35ff04b8e6d534acc39be7306a694bee726f8b80542ed4736 Verifying attestations

Release files / readcon-0.14.8-cp313-cp313-win_amd64.whl

Download URL	readcon-0.14.8-cp313-cp313-win_amd64.whl
Size	684.8 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`60b96d448fc7a1e3fb88ecf3f9b2ed36314f032c9a3d9f72618a5fad83c26107`
BLAKE2b-256 checksum How to use checksums	`51bd9db80a145f9de60ccecd155c9860f575fd37ffeb96c722bdb21763af9c1c`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp313-cp313-win_amd64.whl
SHA-256 checksum: 60b96d448fc7a1e3fb88ecf3f9b2ed36314f032c9a3d9f72618a5fad83c26107 Verifying attestations

Release files / readcon-0.14.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	830.8 kB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`4c525bbb00d9ec864590fb317f878d1a676df57d3083bd5d8330b015cb7963cd`
BLAKE2b-256 checksum How to use checksums	`cd1967c3b32d8763ab44c8c1c6aa2fa8cb9ad6a1e00e157151743308b6e01fff`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 4c525bbb00d9ec864590fb317f878d1a676df57d3083bd5d8330b015cb7963cd Verifying attestations

Release files / readcon-0.14.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	795.6 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`b3345197dcf3756d034ffd5c4f4776376e69b8202ac685e1ff064415ac8550fa`
BLAKE2b-256 checksum How to use checksums	`750d6f7c3cf5229f01bbaf2dfb60d433d4e81cdce37debd3802cabb3581c0403`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: b3345197dcf3756d034ffd5c4f4776376e69b8202ac685e1ff064415ac8550fa Verifying attestations

Release files / readcon-0.14.8-cp313-cp313-macosx_11_0_arm64.whl

Download URL	readcon-0.14.8-cp313-cp313-macosx_11_0_arm64.whl
Size	733.0 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`ea5ffd839ed1996f07754f6bb219c36d869af431ca9bd33316c5026f76c9535a`
BLAKE2b-256 checksum How to use checksums	`5be2e3f068438a4a97237119e7d7a745c5d65e9941179c67ed5acfa92888eaba`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: ea5ffd839ed1996f07754f6bb219c36d869af431ca9bd33316c5026f76c9535a Verifying attestations

Release files / readcon-0.14.8-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	readcon-0.14.8-cp313-cp313-macosx_10_12_x86_64.whl
Size	772.9 kB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`6827e6d29d1e18f52b455d59140abb7ac395cdd678553f7ccf46175bf9b73bd1`
BLAKE2b-256 checksum How to use checksums	`af85f8dc305aa43278dcacded9b67e5f9055caf6eb8418cc2945ed70739c6dfb`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp313-cp313-macosx_10_12_x86_64.whl
SHA-256 checksum: 6827e6d29d1e18f52b455d59140abb7ac395cdd678553f7ccf46175bf9b73bd1 Verifying attestations

Release files / readcon-0.14.8-cp312-cp312-win_amd64.whl

Download URL	readcon-0.14.8-cp312-cp312-win_amd64.whl
Size	685.2 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`73c6debfede0cd1c650c04df7f235cf22ba78fdc4108360daec772fc070f845a`
BLAKE2b-256 checksum How to use checksums	`7456a94114a6d303f2d127671651dba2dd9d29af368f28d3b220b397168e9323`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp312-cp312-win_amd64.whl
SHA-256 checksum: 73c6debfede0cd1c650c04df7f235cf22ba78fdc4108360daec772fc070f845a Verifying attestations

Release files / readcon-0.14.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	831.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`5f8c535a4e6bad53af9dad5d511ff22b33141bac5fcd9bb0b4393fdf15cc649e`
BLAKE2b-256 checksum How to use checksums	`e7899146d8f0ae54201b770bf81d513338752dd1faefc55bae1a711b6ddbce9a`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 5f8c535a4e6bad53af9dad5d511ff22b33141bac5fcd9bb0b4393fdf15cc649e Verifying attestations

Release files / readcon-0.14.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	796.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`da48996d9f55d883c1c28744e7da9c11efb8416c6094badbfa00acaea5d2b7f4`
BLAKE2b-256 checksum How to use checksums	`7f2078746b2dbeb81c53d67c8c11acdf3ed413f1dfdbdc7d1c4056837c42b0ef`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: da48996d9f55d883c1c28744e7da9c11efb8416c6094badbfa00acaea5d2b7f4 Verifying attestations

Release files / readcon-0.14.8-cp312-cp312-macosx_11_0_arm64.whl

Download URL	readcon-0.14.8-cp312-cp312-macosx_11_0_arm64.whl
Size	733.4 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e9ea0a9e235233bea71516ed221cd25aab1ff694e5ad6e5013233ce7e8d00c6a`
BLAKE2b-256 checksum How to use checksums	`4354b891e3c445df22f76abaa469986638d1e817d22e9318c49f694f238aeea1`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: e9ea0a9e235233bea71516ed221cd25aab1ff694e5ad6e5013233ce7e8d00c6a Verifying attestations

Release files / readcon-0.14.8-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	readcon-0.14.8-cp312-cp312-macosx_10_12_x86_64.whl
Size	773.7 kB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`17ee1092a1fc5486832ddcd076ac449621a6f1a2358cf9d3bf872414a3ee3e9f`
BLAKE2b-256 checksum How to use checksums	`28b6c7c7e936ca60a1f9451a31f8ae825ed84f49854061e46204786cc49dd257`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp312-cp312-macosx_10_12_x86_64.whl
SHA-256 checksum: 17ee1092a1fc5486832ddcd076ac449621a6f1a2358cf9d3bf872414a3ee3e9f Verifying attestations

Release files / readcon-0.14.8-cp311-cp311-win_amd64.whl

Download URL	readcon-0.14.8-cp311-cp311-win_amd64.whl
Size	687.5 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`1a003b543047dd4be1ed6f3fe10d374bc8887ef31de1ea00b38e3d146174e763`
BLAKE2b-256 checksum How to use checksums	`4c98ad8e8b19c2d1d385f37fa66d67a5cc0d6866b6c574521ab076a8996d7bfe`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp311-cp311-win_amd64.whl
SHA-256 checksum: 1a003b543047dd4be1ed6f3fe10d374bc8887ef31de1ea00b38e3d146174e763 Verifying attestations

Release files / readcon-0.14.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	830.8 kB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`fd0e16ffc5c8672a1d7705ea7e50d50a28780b79f66209cf31e39a8803b80825`
BLAKE2b-256 checksum How to use checksums	`fc4cf16f3133be2bb15ecc6e3148966a1b74b0fa8c7d7b1eca55eb3329448887`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: fd0e16ffc5c8672a1d7705ea7e50d50a28780b79f66209cf31e39a8803b80825 Verifying attestations

Release files / readcon-0.14.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	796.3 kB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`44fa1b12ecf3d041c29a73d752795d3d652c7759a1d48bd372f71fae82908439`
BLAKE2b-256 checksum How to use checksums	`51af7662627db1d768d374239254b2ef304bf8cd7a425a37d761321e336f07da`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 44fa1b12ecf3d041c29a73d752795d3d652c7759a1d48bd372f71fae82908439 Verifying attestations

Release files / readcon-0.14.8-cp311-cp311-macosx_11_0_arm64.whl

Download URL	readcon-0.14.8-cp311-cp311-macosx_11_0_arm64.whl
Size	734.8 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`4cdddb1c8ef047ec972b045b264a57a2ec16d5839b4ffc7d102ffe1caca608e4`
BLAKE2b-256 checksum How to use checksums	`564236f2f94bd976e671909b34651a8a5f55c7e815d8c9758ab7108c416c4898`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 4cdddb1c8ef047ec972b045b264a57a2ec16d5839b4ffc7d102ffe1caca608e4 Verifying attestations

Release files / readcon-0.14.8-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	readcon-0.14.8-cp311-cp311-macosx_10_12_x86_64.whl
Size	775.8 kB
Tags	CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`5496a01b042d0d8564fc210993432b54d564d9a2e67227440bbb242312eea61b`
BLAKE2b-256 checksum How to use checksums	`4d11dee0d589b69b8d75faa0dd81b90f99233387c13ab941de650b00159212d7`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp311-cp311-macosx_10_12_x86_64.whl
SHA-256 checksum: 5496a01b042d0d8564fc210993432b54d564d9a2e67227440bbb242312eea61b Verifying attestations

Release files / readcon-0.14.8-cp310-cp310-win_amd64.whl

Download URL	readcon-0.14.8-cp310-cp310-win_amd64.whl
Size	687.7 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`96e1495e910e275a15b76311a294d35ccd95c4b0572304f0a6f8279b0aaec7d7`
BLAKE2b-256 checksum How to use checksums	`92906e5dfe939a2af6b8fe01223fb83dd46add2d5c8da1924837b23838db9c36`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp310-cp310-win_amd64.whl
SHA-256 checksum: 96e1495e910e275a15b76311a294d35ccd95c4b0572304f0a6f8279b0aaec7d7 Verifying attestations

Release files / readcon-0.14.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	readcon-0.14.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	831.3 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`f302ac8facce6002f4c3ff676f2dacb240f3872184137803b349c943a726b296`
BLAKE2b-256 checksum How to use checksums	`e3a7a878473d7bfb2039c070cc88851c2e7d834bcd4aefa519d1a2246135f769`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: f302ac8facce6002f4c3ff676f2dacb240f3872184137803b349c943a726b296 Verifying attestations

Release files / readcon-0.14.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	readcon-0.14.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	796.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`e3e0328713c496cbbf574b155ecc5afd9e276caeedebabb0c18d4a43a8fba6e9`
BLAKE2b-256 checksum How to use checksums	`a60c855763474a47bc9b265d3b0a9c74d3ccebc8324ab2e1d1ee7d17a28e5b94`
Upload date	Aug 24, 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/8e013d0e682858a6c7497d12d39213f447098e65

Workflow

Publishing configuration: github.com/lode-org/readcon-core/blob/8e013d0e682858a6c7497d12d39213f447098e65/.github/workflows/python_wheels.yml
Publishing logs: github.com/lode-org/readcon-core/actions/runs/32790879565/attempts/1

Artifact

Subject: readcon-0.14.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: e3e0328713c496cbbf574b155ecc5afd9e276caeedebabb0c18d4a43a8fba6e9 Verifying attestations