12 files were added to this release more than 14 days after its initial publication. Inspect the release files before installing.
Combinatorial Optimization in Rust
This is a mostly toy project with implementation of a few combinatorial optimization algorithms in Rust, with a Python interface.
Currently, we implement:
- Floyd-Warshall -- minimum distance for all vertex pairs,
- minimum nearest descendant for all vertex pairs (brute force).
All implementations first convert the python input into a rust representation, then release GIL and carry out the algorithm, and after reclaiming GIL construct a python object with the result and return it.
Installation
uv pip install coptrs
Development
uv pip install maturin
maturin develop . # installs into your current venv
maturin build -r . # builds a wheel
Usage
There are usually multiple interfaces for each algorithm, differing by the object they take -- for example, Floyd-Warshall is exposed as floyd_warshall and floyd_warshall_u32, where the latter accepts graphs with integer vertex labels and the former accepts any vertex labels (and thus being a little slower as we need to do more preprocessing work).
For example usage, see the floyd warshall benchmark, which additionally compares performance against a native python implementation.
Roadmap
- extend interface for more graph representation (list of neighbors, double dicts, ...)
- add more algorithms
- fix: make the release more convenient -- derive the Cargo.toml's version from the tag
1 maintainer
Metadata
1 maintainer
Release files for coptrs 0.1.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| coptrs-0.1.1.tar.gz | 11.6 kB | Without provenance | Details |
Built distributions (wheels)
Total release size: 8.1 MB
Release files / coptrs-0.1.1.tar.gz
| Download URL | coptrs-0.1.1.tar.gz |
|---|---|
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| Tags | Source |
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| Download URL | coptrs-0.1.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | coptrs-0.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 252.3 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | coptrs-0.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 255.1 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.6
|
Release files / coptrs-0.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | coptrs-0.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 268.9 kB |
| Tags | CPython 3.10 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | coptrs-0.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 252.3 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | coptrs-0.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 255.8 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.6
|
Release files / coptrs-0.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | coptrs-0.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 269.2 kB |
| Tags | CPython 3.9 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | coptrs-0.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 252.1 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Release files / coptrs-0.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
File added late
This file was uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
We recommend inspecting the release file before installing.
| Download URL | coptrs-0.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 255.4 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.6
|
Release files / coptrs-0.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | coptrs-0.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 269.1 kB |
| Tags | CPython 3.8 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.8.1
|
Security for coptrs 0.1.1
Upload timing
Files added late
12 files were uploaded more than 14 days after the first file in this release.
While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.
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.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
