lapcpp

lapcpp solves dense linear assignment problems with a native C++ implementation and a NumPy API. Python 3.9 or newer is required. It exposes two solvers: lapjv and lapjv_batch.

lapcpp 1.0.0 derives from the lapjvh solver in LAPX 0.11.1. Future solver development is led by lapcpp for C++ and laprust for Rust; LAPX will incorporate their fixes and improvements.

It solves rectangular problems directly and handles unmatched rows and columns implicitly when a finite cost_limit is supplied, without allocating an expanded square cost matrix. The square path uses Jonker–Volgenant initialization, reduction, and shortest augmenting paths. This package is independent of LAPX and imports as lapcpp.

Installation

Once available on PyPI:

python -m pip install lapcpp

A source build requires a C++17 compiler and, for laprust, Rust/Cargo 1.83+ with a compatible target. Build dependencies (NumPy, Cython, setuptools) are installed automatically by pip. NumPy is the only Python runtime dependency. An installed wheel needs no compiler or Rust toolchain.

Quick start

import numpy as np
import lapcpp

cost = np.array([[3., 1.], [1., 4.]])
total, rows, cols = lapcpp.lapjv(cost)
# total = 2.0; rows = [0, 1]; cols = [1, 0]

costs = np.stack([cost, cost])  # (batch, rows, columns)
totals, rows, cols = lapcpp.lapjv_batch(costs, n_threads=2)
# totals = [2., 2.]; rows and cols are lists of arrays, one per problem

rectangular = np.array([[.1, .8, .9], [.9, .7, .8]], dtype=np.float32)
total, rows, cols = lapcpp.lapjv(rectangular, cost_limit=.5)
# Only (0, 0) is selected; total is about .1, excluding rejection penalties.

API

lapjv(cost, extend_cost=False, cost_limit=np.inf, return_cost=True,
      *, precision="native", output="indices")
lapjv_batch(costs, extend_cost=False, cost_limit=np.inf, return_cost=True,
            n_threads=0, *, precision="native", output="indices")

Option	Behavior
`cost` / `costs`	Real numeric arrays with shape `(N, M)` / `(B, N, M)`.
`extend_cost=True`	Allows rectangular inputs when the limit is infinite; no square padding is used.
`cost_limit`	A finite value permits unmatched endpoints at a penalty of `cost_limit / 2` each. Finite limits also permit rectangles and apply to square inputs.
`return_cost`	Defaults to `True`; totals sum selected original costs in float64 and exclude rejection penalties. `False` omits totals and skips the sum.
`precision`	`"native"` preserves float32/float64; other real numeric inputs use float64. Explicit `"float32"` / `"float64"` select working costs.
`output`	`"indices"` returns aligned row/column arrays; `"pairs"` returns `(K, 2)` arrays.
`n_threads`	Batch only. `0` / `None` selects automatically; negative values use one worker; positive values are capped by batch size.

Rows are sorted and all returned indices are int64. They identify the selected pairs; unmatched items are absent. Batch results contain lists because each problem may select a different number of pairs. Equal-cost optima may return different assignments across solvers or precisions.

With a finite limit L, the optimized objective is sum(selected costs) + (N + M - 2*K) * L/2. The reported total contains only the first term. Joint rejection is different from solving a full assignment and then filtering high-cost pairs. See API details for numerical and memory behavior.

Development and checks

python -m pip install -e ".[dev]"
cd tests
python -m pytest -q -m "not cross_package"
cd ..
python -m pytest -q .github/tests -m "not editable"
python -m build

The test suite covers SciPy and exhaustive-reference comparisons, rectangular and finite-limit cases, float32/float64, precision conversion, forbidden edges, empty inputs, invalid arguments, repeated workspaces, batch thread counts, concurrent calls, package independence, and type annotations. Historical LAPX regressions, cross-package concurrency, and isolated editable installs are also covered. See the solver test inventory, build and packaging checks, and CONTRIBUTING.md for commands and coverage.

Benchmarks

All three benchmark scripts compare SciPy (baseline), lapcpp, laprust, LAPX lapjvxa and LAPX lapjvsa. The LAPX candidates represent the JVX and JVS families using pair outputs, including their batch APIs. Once lapcpp and laprust are available on PyPI, install the dependencies below. Clone or download this repository for the scripts and run them from the repository root.

python -m pip install --upgrade lapcpp laprust "lapx==0.11.1" scipy
python benchmarks/benchmark_single.py --quick --repeats 3
python benchmarks/benchmark_batch.py --quick --threads 4 --repeats 3
python benchmarks/benchmark_tracking.py --quick --repeats 3

Use --json benchmark-results/run.json to save measurements and environment details. Each solver is warmed right before its own sample, and calls repeat until a sample lasts at least 10 ms; --reference-timing restores the pinned LAPX timing. See benchmark methodology for full workloads, reference LAPX settings, dedicated solver functions, tracking post-filtering, and timing boundaries. Tracking never passes its threshold as solver cost_limit.

Paper

The solver, its implicit rejection, and its performance against SciPy and other Jonker–Volgenant implementations are described in Native Rectangular Linear Assignment with Implicit Rejection: A Jonker–Volgenant Solver without Square Expansion, where lapcpp is labeled JVCPP. Read the PDF; its scripts, raw results, and reproduction steps are in the lap-paper repository.

Automation and license

GitHub workflows test supported Python versions on Windows, Linux and macOS, build and test source archives and wheels, and run the three benchmark modes. Wheel builds are also available manually. A version tag triggers the release workflow; PyPI publishing uses the repository's pypi environment and requires its Trusted Publisher configuration. No releases are published by local builds.

MIT licensed. See LICENSE, NOTICE, and native-source license for attribution.

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Publishing repository: github.com/rathaROG/lapcpp
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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Release files / lapcpp-1.0.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing repository: github.com/rathaROG/lapcpp
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Release files / lapcpp-1.0.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Identity

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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp312-cp312-macosx_11_0_arm64.whl

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp311-cp311-musllinux_1_2_armv7l.whl

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp311-cp311-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp310-cp310-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl

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Provenance

Identity

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Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Oct 23, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp310-cp310-macosx_11_0_arm64.whl

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Publishing platform: GitHub Actions
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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl

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Publishing platform: GitHub Actions
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Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-win_arm64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Release files / lapcpp-1.0.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Oct 23, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing configuration: github.com/rathaROG/lapcpp/blob/7e6b506ff53c54b974090c635b3813bee7df8a1b/.github/workflows/publish.yaml
Publishing logs: github.com/rathaROG/lapcpp/actions/runs/39953451836/attempts/1

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Release files / lapcpp-1.0.0-cp39-cp39-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl

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

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Artifact

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Release files / lapcpp-1.0.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lapcpp-1.0.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing configuration: github.com/rathaROG/lapcpp/blob/7e6b506ff53c54b974090c635b3813bee7df8a1b/.github/workflows/publish.yaml
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Release files / lapcpp-1.0.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL	lapcpp-1.0.0-cp39-cp39-macosx_11_0_arm64.whl
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Upload date	Oct 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing configuration: github.com/rathaROG/lapcpp/blob/7e6b506ff53c54b974090c635b3813bee7df8a1b/.github/workflows/publish.yaml
Publishing logs: github.com/rathaROG/lapcpp/actions/runs/39953451836/attempts/1

Artifact

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Release files / lapcpp-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl

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Upload date	Oct 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

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Publishing platform: GitHub Actions
Publishing repository: github.com/rathaROG/lapcpp
Publishing commit: github.com/rathaROG/lapcpp/tree/7e6b506ff53c54b974090c635b3813bee7df8a1b

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Publishing configuration: github.com/rathaROG/lapcpp/blob/7e6b506ff53c54b974090c635b3813bee7df8a1b/.github/workflows/publish.yaml
Publishing logs: github.com/rathaROG/lapcpp/actions/runs/39953451836/attempts/1

Artifact

Subject: lapcpp-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl
SHA-256 checksum: f031be4005c35829fee280f78b50bcab269bacfd815475e22db68e81ea8836d4 Verifying attestations

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1.0.0 This release

Oct 23, 2026 71 release files Full provenance

File	Interpreter	ABI	Platform	Actions Reset
lapcpp-1.0.0-cp315-cp315-win_arm64.whl 498.0 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Windows ARM64	Details for lapcpp-1.0.0-cp315-cp315-win_arm64.whl
lapcpp-1.0.0-cp315-cp315-win_amd64.whl 298.5 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details for lapcpp-1.0.0-cp315-cp315-win_amd64.whl
lapcpp-1.0.0-cp315-cp315-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp315-cp315-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp315-cp315-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp315-cp315-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp315-cp315-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp315-cp315-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 655.3 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details for lapcpp-1.0.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp315-cp315-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 666.3 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp315-cp315-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 630.4 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details for lapcpp-1.0.0-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp315-cp315-macosx_11_0_arm64.whl 92.3 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp315-cp315-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp315-cp315-macosx_10_15_x86_64.whl 100.6 kB Oct 23, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details for lapcpp-1.0.0-cp315-cp315-macosx_10_15_x86_64.whl
lapcpp-1.0.0-cp314-cp314-win_arm64.whl 498.0 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Windows ARM64	Details for lapcpp-1.0.0-cp314-cp314-win_arm64.whl
lapcpp-1.0.0-cp314-cp314-win_amd64.whl 298.6 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details for lapcpp-1.0.0-cp314-cp314-win_amd64.whl
lapcpp-1.0.0-cp314-cp314-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp314-cp314-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp314-cp314-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp314-cp314-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp314-cp314-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp314-cp314-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 653.6 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details for lapcpp-1.0.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp314-cp314-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 665.4 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp314-cp314-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 629.9 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details for lapcpp-1.0.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp314-cp314-macosx_11_0_arm64.whl 92.3 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp314-cp314-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp314-cp314-macosx_10_15_x86_64.whl 100.5 kB Oct 23, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details for lapcpp-1.0.0-cp314-cp314-macosx_10_15_x86_64.whl
lapcpp-1.0.0-cp313-cp313-win_arm64.whl 480.8 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Windows ARM64	Details for lapcpp-1.0.0-cp313-cp313-win_arm64.whl
lapcpp-1.0.0-cp313-cp313-win_amd64.whl 289.7 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for lapcpp-1.0.0-cp313-cp313-win_amd64.whl
lapcpp-1.0.0-cp313-cp313-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp313-cp313-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp313-cp313-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp313-cp313-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp313-cp313-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp313-cp313-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 658.1 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details for lapcpp-1.0.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp313-cp313-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 673.0 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp313-cp313-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 630.4 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details for lapcpp-1.0.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp313-cp313-macosx_11_0_arm64.whl 92.0 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp313-cp313-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp313-cp313-macosx_10_13_x86_64.whl 100.1 kB Oct 23, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details for lapcpp-1.0.0-cp313-cp313-macosx_10_13_x86_64.whl
lapcpp-1.0.0-cp312-cp312-win_arm64.whl 481.3 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Windows ARM64	Details for lapcpp-1.0.0-cp312-cp312-win_arm64.whl
lapcpp-1.0.0-cp312-cp312-win_amd64.whl 290.5 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for lapcpp-1.0.0-cp312-cp312-win_amd64.whl
lapcpp-1.0.0-cp312-cp312-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp312-cp312-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp312-cp312-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp312-cp312-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp312-cp312-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp312-cp312-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 663.0 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details for lapcpp-1.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp312-cp312-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 677.9 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp312-cp312-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 636.6 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details for lapcpp-1.0.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp312-cp312-macosx_11_0_arm64.whl 92.5 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp312-cp312-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp312-cp312-macosx_10_13_x86_64.whl 100.9 kB Oct 23, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details for lapcpp-1.0.0-cp312-cp312-macosx_10_13_x86_64.whl
lapcpp-1.0.0-cp311-cp311-win_arm64.whl 481.5 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Windows ARM64	Details for lapcpp-1.0.0-cp311-cp311-win_arm64.whl
lapcpp-1.0.0-cp311-cp311-win_amd64.whl 291.0 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for lapcpp-1.0.0-cp311-cp311-win_amd64.whl
lapcpp-1.0.0-cp311-cp311-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp311-cp311-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp311-cp311-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp311-cp311-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp311-cp311-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp311-cp311-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 656.1 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details for lapcpp-1.0.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp311-cp311-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 662.9 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp311-cp311-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 628.0 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details for lapcpp-1.0.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp311-cp311-macosx_11_0_arm64.whl 92.6 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp311-cp311-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp311-cp311-macosx_10_9_x86_64.whl 101.9 kB Oct 23, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details for lapcpp-1.0.0-cp311-cp311-macosx_10_9_x86_64.whl
lapcpp-1.0.0-cp310-cp310-win_arm64.whl 481.8 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Windows ARM64	Details for lapcpp-1.0.0-cp310-cp310-win_arm64.whl
lapcpp-1.0.0-cp310-cp310-win_amd64.whl 291.3 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details for lapcpp-1.0.0-cp310-cp310-win_amd64.whl
lapcpp-1.0.0-cp310-cp310-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp310-cp310-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp310-cp310-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp310-cp310-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp310-cp310-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp310-cp310-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 644.0 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details for lapcpp-1.0.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp310-cp310-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 665.4 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.24+ ARMv7l, Linux glibc 2.31+ ARMv7l	Details for lapcpp-1.0.0-cp310-cp310-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 616.8 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details for lapcpp-1.0.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp310-cp310-macosx_11_0_arm64.whl 93.5 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp310-cp310-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl 103.2 kB Oct 23, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details for lapcpp-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl
lapcpp-1.0.0-cp39-cp39-win_arm64.whl 482.8 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Windows ARM64	Details for lapcpp-1.0.0-cp39-cp39-win_arm64.whl
lapcpp-1.0.0-cp39-cp39-win_amd64.whl 292.4 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Windows x86-64	Details for lapcpp-1.0.0-cp39-cp39-win_amd64.whl
lapcpp-1.0.0-cp39-cp39-musllinux_1_2_x86_64.whl 1.7 MB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details for lapcpp-1.0.0-cp39-cp39-musllinux_1_2_x86_64.whl
lapcpp-1.0.0-cp39-cp39-musllinux_1_2_armv7l.whl 1.5 MB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARMv7l	Details for lapcpp-1.0.0-cp39-cp39-musllinux_1_2_armv7l.whl
lapcpp-1.0.0-cp39-cp39-musllinux_1_2_aarch64.whl 1.6 MB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details for lapcpp-1.0.0-cp39-cp39-musllinux_1_2_aarch64.whl
lapcpp-1.0.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 643.7 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details for lapcpp-1.0.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
lapcpp-1.0.0-cp39-cp39-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl 664.7 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.31+ ARMv7l, Linux glibc 2.24+ ARMv7l	Details for lapcpp-1.0.0-cp39-cp39-manylinux_2_24_armv7l.manylinux_2_31_armv7l.whl
lapcpp-1.0.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 615.6 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details for lapcpp-1.0.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
lapcpp-1.0.0-cp39-cp39-macosx_11_0_arm64.whl 94.0 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details for lapcpp-1.0.0-cp39-cp39-macosx_11_0_arm64.whl
lapcpp-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl 103.6 kB Oct 23, 2026 With provenance	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details for lapcpp-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl

lapcpp 1.0.0

lapcpp

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