qucheck 0.0.1

Property based testing package for Qiskit programs

QuCheck

Installation

Create a new conda environment with the following command: conda create -n qucheck_env python=3.11

Activate the environment: conda activate qucheck_env

Move to the qucheck directory: cd path/to/qucheck

Install the requirements: pip install .

Quickstart

If you want to run QuCheck on a single example property, start with docs/quickstart.md.

The quickstart uses:

• examples/quickstart/properties/single_qubit_probability_property.py
• examples/quickstart/properties/single_qubit_wrong_probability_property.py
• examples/quickstart/run.py

RQ1:

To run the experiment in RQ1, execute: case_studies/multithreaded_test_runner.py

This will use all cores available on your machine to execute all case studies under all combinations of numbers or properties, inputs, and shots (can be modified in the test_and_store_parallel function). You can modify the number of threads used by changing the MAX_WORKERS variable in the script.

The results will be stored in the case_studies/mutation_test_results directory as CSV files.

(3 property, 100 input, 2500 and 4200 shots experiments will also be performed, which we use as a basis for comparison in RQ2)

RQ2:

To run the comparison with the MITRE unit tests, navigate to the case_studies/MITRE_unit_test_baseline directory and execute:

• deutsch_jozsa.py
• grover_tests.py
• qft_tests.py
• teleportation.py

The results will be stored in the case_studies/mutation_test_results directory as CSV files.

RQ3:

To perform the comparison with QSharpCheck, you will need to utilise the QSharpCheck framework. You can find the mutants and test files used for the comparison in the case_studies/superdense_coding/mutants/translated_circuits and case_studies/quantum_teleportation/mutants/translated_circuits directories.

You will also need to individually execute the relevant property in QuCheck for Quantum Teleportation and Superdense Coding.

This can be done by setting the number of properties to 1 in the test_and_store_parallel function in case_studies/multithreaded_test_runner.py, and commenting out all but input_reg0_equal_to_output_reg2_property.py

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Credits and Third-Party Code

This repository is licensed under the MIT License (© 2024 Gabriel Pontolillo and Marek Grzesiuk).

Portions of this project include code developed by The MITRE Corporation (2019) from the qsfe/Qiskit repository, licensed under the Apache License, Version 2.0. See the header of each adapted file and http://www.apache.org/licenses/LICENSE-2.0 for details.