cimod : C++ header-only library for a binary quadratic model

How to use

You should only include a header src/binary_quadratic_model.hpp in your project.

Example

C++

#include "src/binary_quadratic_model.hpp"

using namespace cimod;
int main()
{
// Set linear biases and quadratic biases
Linear<uint32_t, double> linear{ {1, 1.0}, {2, 2.0}, {3, 3.0}, {4, 4.0} };
Quadratic<uint32_t, double> quadratic
{
     {std::make_pair(1, 2), 12.0}, {std::make_pair(1, 3), 13.0}, {std::make_pair(1, 4), 14.0},
     {std::make_pair(2, 3), 23.0}, {std::make_pair(2, 4), 24.0},
     {std::make_pair(3, 4), 34.0}
 };

// Set offset
double offset = 0.0;

// Set variable type
Vartype vartype = Vartype::BINARY;
// Create a BinaryQuadraticModel instance
BinaryQuadraticModel<uint32_t, double, cimod::Dense> bqm(linear, quadratic, offset, vartype);

//linear terms -> bqm.get_linear()
//quadratic terms -> bqm.get_quadratic()

return 0;
}

Python

import cimod
import dimod

# Set linear biases and quadratic biases
linear = {1:1.0, 2:2.0, 3:3.0, 4:4.0}
quadratic = {(1,2):12.0, (1,3):13.0, (1,4):14.0, (2,3):23.0, (2,4):24.0, (3,4):34.0}

# Set offset
offset = 0.0

# Set variable type
vartype = dimod.BINARY

# Create a BinaryQuadraticModel instance
bqm = cimod.BinaryQuadraticModel(linear, quadratic, offset, vartype)

print(bqm.linear)
print(bqm.quadratic)

Install

For Users

# Binary package (recommended)
$ pip install jij-cimod

# From source  
$ pip install --no-binary=jij-cimod jij-cimod 

# Latest development version
$ pip install git+https://github.com/Jij-Inc/cimod.git

For Developers

This project uses uv for dependency management.

# Clone repository
$ git clone https://github.com/Jij-Inc/cimod.git
$ cd cimod

# Install uv (choose one method)
$ curl -LsSf https://astral.sh/uv/install.sh | sh  # macOS/Linux
# or: brew install uv                              # Homebrew
# or: pip install uv                               # fallback option

# Install with development dependencies (exact versions)
$ uv sync --locked --group dev

# Verify installation
$ uv run python -c "import cimod; print('cimod installed successfully')"
$ uv run pytest tests/ -v --tb=short

Development

Dependency Groups

The project uses PEP 735 dependency groups in pyproject.toml:

Group	Purpose	Command
dev	Development environment (build + test + format)	`uv sync --group dev`
test	Testing tools (pytest, coverage)	`uv sync --group test`
docs	Documentation generation	`uv sync --group docs`
format	Code formatting (ruff only)	`uv sync --group format`
all	Complete environment (dev + docs)	`uv sync --group all`

Lock file usage:

For exact reproduction (CI/CD, verification): uv sync --locked --group dev
For development (may update dependencies): uv sync --group dev
To update lock file: uv lock or uv lock --upgrade

Dependencies are locked in uv.lock for reproducible builds across environments.

System Requirements

Python: 3.10-3.14
C++: C++17 compatible compiler
CMake: 3.20+ (for C++ development)

Testing

Python Tests

# Install test dependencies (exact versions)
$ uv sync --locked --group test

# Basic test run
$ uv run pytest tests/ -v

# With coverage report
$ uv run pytest tests/ -v --cov=cimod --cov-report=html
$ uv run python -m coverage html

C++ Tests

# Build C++ tests (independent of Python environment)
$ mkdir build 
$ cmake -DCMAKE_BUILD_TYPE=Debug -S . -B build
$ cmake --build build --parallel

# Run C++ tests
$ cd build
$ ./tests/cimod_test

Requirements: CMake > 3.22, C++17

Code Quality

Unified Tooling with Ruff

# Install format dependencies (exact versions)
$ uv sync --locked --group format

# Check and fix all issues
$ uv run ruff check .              # Lint check
$ uv run ruff format .             # Format code  
$ uv run ruff check . --fix        # Auto-fix issues

# All-in-one check (recommended)
$ uv run ruff check . && uv run ruff format --check .

Benchmark

Benchmark code

import dimod
import cimod
import time

fil = open("benchmark", "w")
fil.write("N t_dimod t_cimod\n")

def benchmark(N, test_fw):
    linear = {}
    quadratic = {}

    spin = {}

    # interactions

    for i in range(N):
        spin[i] = 1

    for elem in range(N):
        linear[elem] = 2.0*elem;

    for i in range(N):
        for j in range(i+1, N):
            if i != j:
                quadratic[(i,j)] = (i+j)/(N)

    t1 = time.time()

    # initialize
    a = test_fw.BinaryQuadraticModel(linear, quadratic, 0, test_fw.BINARY)
    a.change_vartype(test_fw.SPIN)

    # calculate energy for 50 times.
    for _ in range(50):
        print(a.energy(spin))

    t2 = time.time()

    return t2-t1

d_arr = []
c_arr = []

for N in [25, 50, 100, 200, 300, 400, 600, 800,1000, 1600, 2000, 3200, 5000]:
    print("N {}".format(N))
    d = benchmark(N, dimod)
    c = benchmark(N, cimod)
    print("{} {} {}".format(N, d, c))
    fil.write("{} {} {}\n".format(N, d, c))

Software versions

Package	Version
cimod	1.0.3
dimod	0.9.2

Result

benchmark

Notes

As explained in https://github.com/Jij-Inc/cimod/issues/48, specifying self-loop index (e.g. {(2, 2): 5}) in the quadratic argument in BinaryQuadraticModel is not allowed.

Licences

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

 http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

Metadata

Release files for jij-cimod 1.7.5

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

Source distribution (sdist)

Source distribution for jij-cimod 1.7.5
File	Size	Uploaded
jij_cimod-1.7.5.tar.gz	321.5 kB	Jun 29, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for jij-cimod 1.7.5
File	Interpreter	ABI	Platform	Reset
jij_cimod-1.7.5-cp314-cp314-win_amd64.whl 1.1 MB Jun 29, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
jij_cimod-1.7.5-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 11.6 MB Jun 29, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
jij_cimod-1.7.5-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Jun 29, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
jij_cimod-1.7.5-cp314-cp314-macosx_13_0_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.14	CPython 3.14	macOS 13.0+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp314-cp314-macosx_10_15_universal2.whl 2.0 MB Jun 29, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp313-cp313-win_amd64.whl 1.1 MB Jun 29, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
jij_cimod-1.7.5-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 11.6 MB Jun 29, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
jij_cimod-1.7.5-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Jun 29, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
jij_cimod-1.7.5-cp313-cp313-macosx_13_0_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp313-cp313-macosx_10_14_universal2.whl 2.0 MB Jun 29, 2026	CPython 3.13	CPython 3.13	macOS 10.14+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp312-cp312-win_amd64.whl 1.1 MB Jun 29, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
jij_cimod-1.7.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 11.6 MB Jun 29, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
jij_cimod-1.7.5-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Jun 29, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64	Details
jij_cimod-1.7.5-cp312-cp312-macosx_13_0_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp312-cp312-macosx_10_14_universal2.whl 2.0 MB Jun 29, 2026	CPython 3.12	CPython 3.12	macOS 10.14+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp311-cp311-win_amd64.whl 1.1 MB Jun 29, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
jij_cimod-1.7.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 11.6 MB Jun 29, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
jij_cimod-1.7.5-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Jun 29, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
jij_cimod-1.7.5-cp311-cp311-macosx_13_0_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp311-cp311-macosx_10_14_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.11	CPython 3.11	macOS 10.14+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp310-cp310-win_amd64.whl 1.1 MB Jun 29, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
jij_cimod-1.7.5-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 11.6 MB Jun 29, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
jij_cimod-1.7.5-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Jun 29, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.26+ ARM64	Details
jij_cimod-1.7.5-cp310-cp310-macosx_13_0_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.10	CPython 3.10	macOS 13.0+ universal2 (ARM64, x86-64)	Details
jij_cimod-1.7.5-cp310-cp310-macosx_10_14_universal2.whl 1.9 MB Jun 29, 2026	CPython 3.10	CPython 3.10	macOS 10.14+ universal2 (ARM64, x86-64)	Details

Total release size: 88.3 MB

Release files / jij_cimod-1.7.5.tar.gz

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Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`9e88914cd4ac6a02ff0d3b3fff28c1c7ad2d016fc6d02bc27e0aad12ad4485ca`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 9e88914cd4ac6a02ff0d3b3fff28c1c7ad2d016fc6d02bc27e0aad12ad4485ca Verifying attestations

Release files / jij_cimod-1.7.5-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	jij_cimod-1.7.5-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	1.0 MB
Tags	CPython 3.13 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: a0c843f149257a611914080a78c595afb65c4165da1f00700df176094b52a43a Verifying attestations

Release files / jij_cimod-1.7.5-cp313-cp313-macosx_13_0_universal2.whl

Download URL	jij_cimod-1.7.5-cp313-cp313-macosx_13_0_universal2.whl
Size	1.9 MB
Tags	CPython 3.13 macOS 13.0+ universal2 (ARM64, x86-64)
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp313-cp313-macosx_13_0_universal2.whl
SHA-256 checksum: 4e73cca554e9adb87d35c842ea831a4a6895f3a3ee511f8459607ecae13da331 Verifying attestations

Release files / jij_cimod-1.7.5-cp313-cp313-macosx_10_14_universal2.whl

Download URL	jij_cimod-1.7.5-cp313-cp313-macosx_10_14_universal2.whl
Size	2.0 MB
Tags	CPython 3.13 macOS 10.14+ universal2 (ARM64, x86-64)
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp313-cp313-macosx_10_14_universal2.whl
SHA-256 checksum: 2ab8430dc5daa88e083e83778fefd527b156be34578163fbef311acd6ff6e413 Verifying attestations

Release files / jij_cimod-1.7.5-cp312-cp312-win_amd64.whl

Download URL	jij_cimod-1.7.5-cp312-cp312-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`a08472758bb6f58383aac367c3b9e88686f736877db348caf6852031324e96f0`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp312-cp312-win_amd64.whl
SHA-256 checksum: a08472758bb6f58383aac367c3b9e88686f736877db348caf6852031324e96f0 Verifying attestations

Release files / jij_cimod-1.7.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	jij_cimod-1.7.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	11.6 MB
Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 2d2f413324c32d4f9e6b04af59a54072e89955ad2baef39619cf89b4c4185dbd Verifying attestations

Release files / jij_cimod-1.7.5-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	jij_cimod-1.7.5-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	1.0 MB
Tags	CPython 3.12 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 06b1473db32d630714bae222ade7618732c85377cc4a684f4f5ab25bad9e9cfa Verifying attestations

Release files / jij_cimod-1.7.5-cp312-cp312-macosx_13_0_universal2.whl

Download URL	jij_cimod-1.7.5-cp312-cp312-macosx_13_0_universal2.whl
Size	1.9 MB
Tags	CPython 3.12 macOS 13.0+ universal2 (ARM64, x86-64)
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp312-cp312-macosx_13_0_universal2.whl
SHA-256 checksum: 83aac5195abdbbce57c64dfdbf01a483d4df11fb7ac87e7c3ac3acfab4656440 Verifying attestations

Release files / jij_cimod-1.7.5-cp312-cp312-macosx_10_14_universal2.whl

Download URL	jij_cimod-1.7.5-cp312-cp312-macosx_10_14_universal2.whl
Size	2.0 MB
Tags	CPython 3.12 macOS 10.14+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`8b149d0248290ae5217bbf5a72b5872fdb3b9bcf668a519165e77e356c867fee`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp312-cp312-macosx_10_14_universal2.whl
SHA-256 checksum: 8b149d0248290ae5217bbf5a72b5872fdb3b9bcf668a519165e77e356c867fee Verifying attestations

Release files / jij_cimod-1.7.5-cp311-cp311-win_amd64.whl

Download URL	jij_cimod-1.7.5-cp311-cp311-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`9af10d1fcba969dceddbcd36a962b0b9bf0eea29dfbdf452863ece9c77414437`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp311-cp311-win_amd64.whl
SHA-256 checksum: 9af10d1fcba969dceddbcd36a962b0b9bf0eea29dfbdf452863ece9c77414437 Verifying attestations

Release files / jij_cimod-1.7.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	jij_cimod-1.7.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	11.6 MB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`df1942f14805323bd3cc7f3829636f5d391da4a2dfddd653b2d81629e0028fec`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: df1942f14805323bd3cc7f3829636f5d391da4a2dfddd653b2d81629e0028fec Verifying attestations

Release files / jij_cimod-1.7.5-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	jij_cimod-1.7.5-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	1.0 MB
Tags	CPython 3.11 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`b26d5b8f8cf38851fc96427cf8dccd330c5b00de149ab41027d50a83bbc90309`
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Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: b26d5b8f8cf38851fc96427cf8dccd330c5b00de149ab41027d50a83bbc90309 Verifying attestations

Release files / jij_cimod-1.7.5-cp311-cp311-macosx_13_0_universal2.whl

Download URL	jij_cimod-1.7.5-cp311-cp311-macosx_13_0_universal2.whl
Size	1.9 MB
Tags	CPython 3.11 macOS 13.0+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`8e0bffda4daf6fcfcd1935ea1886f4d65d8c9dae8415163f0139f4d26fac7198`
BLAKE2b-256 checksum How to use checksums	`72f99face6e0073b9495452c6eaee92a81980de75438b23ddf2b36f9c5f06601`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp311-cp311-macosx_13_0_universal2.whl
SHA-256 checksum: 8e0bffda4daf6fcfcd1935ea1886f4d65d8c9dae8415163f0139f4d26fac7198 Verifying attestations

Release files / jij_cimod-1.7.5-cp311-cp311-macosx_10_14_universal2.whl

Download URL	jij_cimod-1.7.5-cp311-cp311-macosx_10_14_universal2.whl
Size	1.9 MB
Tags	CPython 3.11 macOS 10.14+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`f557ef26941f8834611fc7a05742f70b1dbc372fe522beaf48d075bdcfbe620e`
BLAKE2b-256 checksum How to use checksums	`ad59e51bc1c47d21c63ef60edb12d302280ede1ce09d9c18a248898a5816067b`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp311-cp311-macosx_10_14_universal2.whl
SHA-256 checksum: f557ef26941f8834611fc7a05742f70b1dbc372fe522beaf48d075bdcfbe620e Verifying attestations

Release files / jij_cimod-1.7.5-cp310-cp310-win_amd64.whl

Download URL	jij_cimod-1.7.5-cp310-cp310-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`7c8b677ab16c368dd8a96ef3e63980d5995902fa1de3797e8c14a9d9209d097d`
BLAKE2b-256 checksum How to use checksums	`46d70197100e5b5dbf691a4cde6cd2f7d31cede4d6cdc329a4029dcf4effd585`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp310-cp310-win_amd64.whl
SHA-256 checksum: 7c8b677ab16c368dd8a96ef3e63980d5995902fa1de3797e8c14a9d9209d097d Verifying attestations

Release files / jij_cimod-1.7.5-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	jij_cimod-1.7.5-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	11.6 MB
Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`2df6c18f138dd237f22ad4e2de5b0246b2555f0b76b52fc20e67eee15f45fad3`
BLAKE2b-256 checksum How to use checksums	`000ef12d750ca6001d3603b6064121af169f70160a95f780418def0b60893edc`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 2df6c18f138dd237f22ad4e2de5b0246b2555f0b76b52fc20e67eee15f45fad3 Verifying attestations

Release files / jij_cimod-1.7.5-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl

Download URL	jij_cimod-1.7.5-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Size	1.0 MB
Tags	CPython 3.10 Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`c9aefdb11f76c0243f5c534763c572ce77e66253939c3095629f58cb49e35d49`
BLAKE2b-256 checksum How to use checksums	`4897e74d790c23ba01262652a9e4ec4809951978a2ebf38ed972658687523ae6`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: c9aefdb11f76c0243f5c534763c572ce77e66253939c3095629f58cb49e35d49 Verifying attestations

Release files / jij_cimod-1.7.5-cp310-cp310-macosx_13_0_universal2.whl

Download URL	jij_cimod-1.7.5-cp310-cp310-macosx_13_0_universal2.whl
Size	1.9 MB
Tags	CPython 3.10 macOS 13.0+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`91d9b1fd7ceec5e842b074095f2a04ac7ef9692f594114e7bc46b1060bacee03`
BLAKE2b-256 checksum How to use checksums	`8f8d1071be21c4828ab3249cc71d2f65556af3b6f2be06f60932442f1229c894`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp310-cp310-macosx_13_0_universal2.whl
SHA-256 checksum: 91d9b1fd7ceec5e842b074095f2a04ac7ef9692f594114e7bc46b1060bacee03 Verifying attestations

Release files / jij_cimod-1.7.5-cp310-cp310-macosx_10_14_universal2.whl

Download URL	jij_cimod-1.7.5-cp310-cp310-macosx_10_14_universal2.whl
Size	1.9 MB
Tags	CPython 3.10 macOS 10.14+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`99114901730b3f3b6fa6525120287e36fb6da95fb0344c706e75f008e0302d57`
BLAKE2b-256 checksum How to use checksums	`dafd533d3dfc05b175ae40a29be9ad551b43cceb5325bfe7d5782329fb356994`
Upload date	Jun 29, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Jij-Inc/cimod
Publishing commit: github.com/Jij-Inc/cimod/tree/8b836e2d4728c2cc6af643587d58f55a9a7e7e19

Workflow

Publishing configuration: github.com/Jij-Inc/cimod/blob/8b836e2d4728c2cc6af643587d58f55a9a7e7e19/.github/workflows/build_and_upload.yaml
Publishing logs: github.com/Jij-Inc/cimod/actions/runs/28342479523/attempts/1

Artifact

Subject: jij_cimod-1.7.5-cp310-cp310-macosx_10_14_universal2.whl
SHA-256 checksum: 99114901730b3f3b6fa6525120287e36fb6da95fb0344c706e75f008e0302d57 Verifying attestations