Metadata-Version: 2.4
Name: quantum-flex
Version: 0.1.1
Summary: Real-hardware Qiskit experiments and quantum visualizations — CHSH Bell, 100-qubit supremacy, Mermin-Peres magic square, teleportation, mandala/terrain art, and a museum of honest failures.
Project-URL: Homepage, https://github.com/hinanohart/quantum-flex
Project-URL: Documentation, https://github.com/hinanohart/quantum-flex#readme
Project-URL: Repository, https://github.com/hinanohart/quantum-flex
Project-URL: Issues, https://github.com/hinanohart/quantum-flex/issues
Project-URL: Changelog, https://github.com/hinanohart/quantum-flex/blob/main/CHANGELOG.md
Project-URL: Real-hardware data, https://github.com/hinanohart/quantum-flex/tree/main/data/runs
Project-URL: Failure museum, https://github.com/hinanohart/quantum-flex/tree/main/src/quantum_flex/experiments/_wip
Author: quantum-flex contributors
License: 
                                         Apache License
                                   Version 2.0, January 2004
                                http://www.apache.org/licenses/
        
           TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
        
           1. Definitions.
        
              "License" shall mean the terms and conditions for use, reproduction,
              and distribution as defined by Sections 1 through 9 of this document.
        
              "Licensor" shall mean the copyright owner or entity authorized by
              the copyright owner that is granting the License.
        
              "Legal Entity" shall mean the union of the acting entity and all
              other entities that control, are controlled by, or are under common
              control with that entity. For the purposes of this definition,
              "control" means (i) the power, direct or indirect, to cause the
              direction or management of such entity, whether by contract or
              otherwise, or (ii) ownership of fifty percent (50%) or more of the
              outstanding shares, or (iii) beneficial ownership of such entity.
        
              "You" (or "Your") shall mean an individual or Legal Entity
              exercising permissions granted by this License.
        
              "Source" form shall mean the preferred form for making modifications,
              including but not limited to software source code, documentation
              source, and configuration files.
        
              "Object" form shall mean any form resulting from mechanical
              transformation or translation of a Source form, including but
              not limited to compiled object code, generated documentation,
              and conversions to other media types.
        
              "Work" shall mean the work of authorship, whether in Source or
              Object form, made available under the License, as indicated by a
              copyright notice that is included in or attached to the work
              (an example is provided in the Appendix below).
        
              "Derivative Works" shall mean any work, whether in Source or Object
              form, that is based on (or derived from) the Work and for which the
              editorial revisions, annotations, elaborations, or other modifications
              represent, as a whole, an original work of authorship. For the purposes
              of this License, Derivative Works shall not include works that remain
              separable from, or merely link (or bind by name) to the interfaces of,
              the Work and Derivative Works thereof.
        
              "Contribution" shall mean any work of authorship, including
              the original version of the Work and any modifications or additions
              to that Work or Derivative Works thereof, that is intentionally
              submitted to Licensor for inclusion in the Work by the copyright owner
              or by an individual or Legal Entity authorized to submit on behalf of
              the copyright owner. For the purposes of this definition, "submitted"
              means any form of electronic, verbal, or written communication sent
              to the Licensor or its representatives, including but not limited to
              communication on electronic mailing lists, source code control systems,
              and issue tracking systems that are managed by, or on behalf of, the
              Licensor for the purpose of discussing and improving the Work, but
              excluding communication that is conspicuously marked or otherwise
              designated in writing by the copyright owner as "Not a Contribution."
        
              "Contributor" shall mean Licensor and any individual or Legal Entity
              on behalf of whom a Contribution has been received by Licensor and
              subsequently incorporated within the Work.
        
           2. Grant of Copyright License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              copyright license to reproduce, prepare Derivative Works of,
              publicly display, publicly perform, sublicense, and distribute the
              Work and such Derivative Works in Source or Object form.
        
           3. Grant of Patent License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              (except as stated in this section) patent license to make, have made,
              use, offer to sell, sell, import, and otherwise transfer the Work,
              where such license applies only to those patent claims licensable
              by such Contributor that are necessarily infringed by their
              Contribution(s) alone or by combination of their Contribution(s)
              with the Work to which such Contribution(s) was submitted. If You
              institute patent litigation against any entity (including a
              cross-claim or counterclaim in a lawsuit) alleging that the Work
              or a Contribution incorporated within the Work constitutes direct
              or contributory patent infringement, then any patent licenses
              granted to You under this License for that Work shall terminate
              as of the date such litigation is filed.
        
           4. Redistribution. You may reproduce and distribute copies of the
              Work or Derivative Works thereof in any medium, with or without
              modifications, and in Source or Object form, provided that You
              meet the following conditions:
        
              (a) You must give any other recipients of the Work or
                  Derivative Works a copy of this License; and
        
              (b) You must cause any modified files to carry prominent notices
                  stating that You changed the files; and
        
              (c) You must retain, in the Source form of any Derivative Works
                  that You distribute, all copyright, patent, trademark, and
                  attribution notices from the Source form of the Work,
                  excluding those notices that do not pertain to any part of
                  the Derivative Works; and
        
              (d) If the Work includes a "NOTICE" text file as part of its
                  distribution, then any Derivative Works that You distribute must
                  include a readable copy of the attribution notices contained
                  within such NOTICE file, excluding those notices that do not
                  pertain to any part of the Derivative Works, in at least one
                  of the following places: within a NOTICE text file distributed
                  as part of the Derivative Works; within the Source form or
                  documentation, if provided along with the Derivative Works; or,
                  within a display generated by the Derivative Works, if and
                  wherever such third-party notices normally appear. The contents
                  of the NOTICE file are for informational purposes only and
                  do not modify the License. You may add Your own attribution
                  notices within Derivative Works that You distribute, alongside
                  or as an addendum to the NOTICE text from the Work, provided
                  that such additional attribution notices cannot be construed
                  as modifying the License.
        
              You may add Your own copyright statement to Your modifications and
              may provide additional or different license terms and conditions
              for use, reproduction, or distribution of Your modifications, or
              for any such Derivative Works as a whole, provided Your use,
              reproduction, and distribution of the Work otherwise complies with
              the conditions stated in this License.
        
           5. Submission of Contributions. Unless You explicitly state otherwise,
              any Contribution intentionally submitted for inclusion in the Work
              by You to the Licensor shall be under the terms and conditions of
              this License, without any additional terms or conditions.
              Notwithstanding the above, nothing herein shall supersede or modify
              the terms of any separate license agreement you may have executed
              with Licensor regarding such Contributions.
        
           6. Trademarks. This License does not grant permission to use the trade
              names, trademarks, service marks, or product names of the Licensor,
              except as required for reasonable and customary use in describing the
              origin of the Work and reproducing the content of the NOTICE file.
        
           7. Disclaimer of Warranty. Unless required by applicable law or
              agreed to in writing, Licensor provides the Work (and each
              Contributor provides its Contributions) on an "AS IS" BASIS,
              WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
              implied, including, without limitation, any warranties or conditions
              of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
              PARTICULAR PURPOSE. You are solely responsible for determining the
              appropriateness of using or redistributing the Work and assume any
              risks associated with Your exercise of permissions under this License.
        
           8. Limitation of Liability. In no event and under no legal theory,
              whether in tort (including negligence), contract, or otherwise,
              unless required by applicable law (such as deliberate and grossly
              negligent acts) or agreed to in writing, shall any Contributor be
              liable to You for damages, including any direct, indirect, special,
              incidental, or consequential damages of any character arising as a
              result of this License or out of the use or inability to use the
              Work (including but not limited to damages for loss of goodwill,
              work stoppage, computer failure or malfunction, or any and all
              other commercial damages or losses), even if such Contributor
              has been advised of the possibility of such damages.
        
           9. Accepting Warranty or Additional Liability. While redistributing
              the Work or Derivative Works thereof, You may choose to offer,
              and charge a fee for, acceptance of support, warranty, indemnity,
              or other liability obligations and/or rights consistent with this
              License. However, in accepting such obligations, You may act only
              on Your own behalf and on Your sole responsibility, not on behalf
              of any other Contributor, and only if You agree to indemnify,
              defend, and hold each Contributor harmless for any liability
              incurred by, or claims asserted against, such Contributor by reason
              of your accepting any such warranty or additional liability.
        
           END OF TERMS AND CONDITIONS
        
           APPENDIX: How to apply the Apache License to your work.
        
              To apply the Apache License to your work, attach the following
              boilerplate notice, with the fields enclosed by brackets "[]"
              replaced with your own identifying information. (Don't include
              the brackets!)  The text should be enclosed in the appropriate
              comment syntax for the file format. We also recommend that a
              file or class name and description of purpose be included on the
              same "printed page" as the copyright notice for easier
              identification within third-party archives.
        
           Copyright 2026 mosaicraft contributors
        
           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.
License-File: LICENSE
License-File: LICENSE-DATA
Keywords: bell-inequality,chsh,ibm-quantum,mermin-peres,qaoa,qiskit,quantum-art,quantum-computing,quantum-supremacy,quantum-teleportation,quantum-visualization,reproducible-research,scientific-visualization,vqe
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Education
Classifier: Topic :: Multimedia :: Graphics
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Typing :: Typed
Requires-Python: >=3.10
Requires-Dist: matplotlib>=3.8
Requires-Dist: numpy<3.0,>=1.26
Requires-Dist: qiskit-aer>=0.17
Requires-Dist: qiskit<3.0,>=2.0
Provides-Extra: all
Requires-Dist: imageio-ffmpeg>=0.5; extra == 'all'
Requires-Dist: imageio>=2.34; extra == 'all'
Requires-Dist: pillow>=12.1.1; extra == 'all'
Requires-Dist: pyscf>=2.5; extra == 'all'
Requires-Dist: qiskit-ibm-runtime>=0.46; extra == 'all'
Provides-Extra: art
Requires-Dist: imageio-ffmpeg>=0.5; extra == 'art'
Requires-Dist: imageio>=2.34; extra == 'art'
Requires-Dist: pillow>=12.1.1; extra == 'art'
Provides-Extra: chemistry
Requires-Dist: pyscf>=2.5; extra == 'chemistry'
Provides-Extra: dev
Requires-Dist: bandit[toml]>=1.7; extra == 'dev'
Requires-Dist: build>=1.2; extra == 'dev'
Requires-Dist: mypy>=1.10; extra == 'dev'
Requires-Dist: nbformat>=5.10; extra == 'dev'
Requires-Dist: papermill>=2.6; extra == 'dev'
Requires-Dist: pytest-cov>=5.0; extra == 'dev'
Requires-Dist: pytest>=8.0; extra == 'dev'
Requires-Dist: ruff>=0.6; extra == 'dev'
Requires-Dist: twine>=5.0; extra == 'dev'
Provides-Extra: ibm
Requires-Dist: qiskit-ibm-runtime>=0.46; extra == 'ibm'
Description-Content-Type: text/markdown

# quantum-flex

[![PyPI version](https://img.shields.io/pypi/v/quantum-flex.svg)](https://pypi.org/project/quantum-flex/)
[![Python versions](https://img.shields.io/pypi/pyversions/quantum-flex.svg)](https://pypi.org/project/quantum-flex/)
[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)
[![Data: CC BY 4.0](https://img.shields.io/badge/Data-CC%20BY%204.0-lightgrey.svg)](LICENSE-DATA)
[![CI](https://github.com/hinanohart/quantum-flex/actions/workflows/ci.yml/badge.svg)](https://github.com/hinanohart/quantum-flex/actions/workflows/ci.yml)
[![CodeQL](https://github.com/hinanohart/quantum-flex/actions/workflows/codeql.yml/badge.svg)](https://github.com/hinanohart/quantum-flex/actions/workflows/codeql.yml)

> **Real-hardware Qiskit experiments and quantum visualizations** — with the
> failures kept on display.

quantum-flex is a curated, reproducible collection of small quantum-computing
experiments executed on **IBM Quantum's 156-qubit Heron r2** hardware
(`ibm_fez`), packaged with the rendering code that turned each measurement
record into a static figure or animated video.

It also keeps a **failure museum** (`experiments/_wip/`) for hypotheses that
were honestly killed by the data — because reviewers, students, and your
future self deserve to see the misses, not just the wins.

---

## Highlights

| Experiment | Result | Backend | Verdict |
|---|---|---|---|
| **CHSH Bell inequality** | **S = 2.6967** > 2 (classical bound) | `ibm_fez` (156q Heron r2) | Bell violation reproduced |
| **100-qubit unique-state circuit** | 4 000 / 4 000 unique bitstrings | `ibm_fez` | Beyond classical-RAM enumeration |
| **Quantum teleportation** | Avg fidelity **0.97** | `ibm_fez` | 3-qubit protocol verified |
| **Mermin–Peres magic square** | Avg **96.4 %** > classical bound 88.9 % | `ibm_fez` | Quantum pseudo-telepathy confirmed across all 9 cells |
| **H₂ VQE** | E = −1.2851 Ha (chem. err 13 %) | `ibm_fez` | Minimal-basis hydrogen molecule |
| **QAOA on 144-qubit graph matching** | 0 / many valid solutions (noise-dominated) | `ibm_fez` | **Honest failure** — see `_wip/qaoa_144q_collapsed/` |

All raw measurement counts are committed under [`data/runs/`](data/runs/) under
**CC BY 4.0**, so anybody can re-render the figures or re-analyse the data.

---

## Install

```bash
# Core: circuit construction + Aer simulation
pip install quantum-flex

# Add real-hardware execution on IBM Quantum
pip install "quantum-flex[ibm]"

# Add animation / video output (mp4, gif)
pip install "quantum-flex[art]"

# Everything (chemistry + ibm + art)
pip install "quantum-flex[all]"
```

Python 3.10 – 3.13. The core install carries only `qiskit`, `qiskit-aer`,
`numpy`, and `matplotlib`. Heavy or hardware-specific dependencies are
opt-in extras.

---

## Quick start — re-render an experiment from committed data

```python
from quantum_flex.core.record import RunRecord
from quantum_flex.art import mandala

# Load a real-hardware execution log (no IBM account needed)
record = RunRecord.load("data/runs/2026-04-04_bell_chsh.json")
print(f"S = {record.metrics['S_chsh']:.4f}  on  {record.backend['name']}")

# Or render an art piece from the same data
mandala.render(record, output="mandala.png")
```

## Quick start — run on real IBM Quantum hardware

```bash
export QISKIT_IBM_TOKEN="..."   # never commit this

# Run the CHSH experiment (4 000 shots) on whichever device is available
python -m quantum_flex.experiments.bell_chsh.run \
    --backend ibm_fez --shots 4000

# A new RunRecord JSON appears under data/runs/.
```

## Quick start — start a new experiment

```bash
quantum-flex new my_quantum_test
# → src/quantum_flex/experiments/_wip/my_quantum_test/
#   ├── README.md     ← describe hypothesis, method, expected result
#   ├── circuit.py    ← define the QuantumCircuit
#   ├── run.py        ← Aer or IBM run, writes a RunRecord JSON
#   ├── visualize.py  ← JSON → PNG / MP4
#   └── NEXT_STEPS.md ← what you would try next
```

The `_wip/` directory is **not a staging area for cleanup** — it is a permanent
public record. When an experiment matures, `quantum-flex promote my_quantum_test`
moves it from `_wip/` to `experiments/`, but the history of any earlier raw
runs stays in git.

---

## Repository layout

```
quantum-flex/
├── src/quantum_flex/
│   ├── core/                    # shared helpers — runner, RunRecord, style, IBM client
│   ├── cli.py                   # `quantum-flex new …` template scaffolding
│   ├── experiments/
│   │   ├── _template/           # what `new` copies from
│   │   ├── _wip/                # honest failures and works-in-progress
│   │   ├── bell_chsh/
│   │   ├── teleportation/
│   │   ├── supremacy_100q/
│   │   ├── mermin_peres/
│   │   └── h2_vqe/
│   └── art/                     # visualizations driven by RunRecord JSON
│       ├── mandala.py
│       ├── terrain.py
│       ├── interference.py
│       ├── game_of_life.py
│       ├── wigner_anim.py
│       └── pinball.py
├── data/runs/                   # CC BY 4.0 — every committed JSON is real-hardware
├── gallery/                     # rendered PNG / MP4 (large files via Release assets)
├── notebooks/                   # Colab-ready Jupyter walkthroughs
├── tests/                       # Aer-only by default; real-hardware tests gated
├── examples/
└── docs/
```

---

## Why a "failure museum"?

A research repository that only shows successes is a **selection-bias
machine**. Anybody using it has to re-discover, by themselves and from
scratch, every dead end the original author already walked into. That is a
giant tax on everybody else's time.

quantum-flex commits raw failure data deliberately. Every directory under
[`src/quantum_flex/experiments/_wip/`](src/quantum_flex/experiments/_wip/)
includes:

  - the original hypothesis,
  - the circuit,
  - the raw measurement counts (under `data/runs/` like any other run),
  - a `LESSONS_LEARNED.md` explaining **why** it failed,
  - and what would need to change for it to work.

Two opening exhibits in v0.1.0:

  - **`qaoa_144q_collapsed/`** — A QAOA attempt at graph matching on a
    144-qubit problem with depth ~3000. The result was indistinguishable from
    uniform noise (0 valid solutions). NISQ is not yet ready for problems at
    this depth.
  - **`quantum_lost_to_hungarian/`** — Quantum-optimization vs. classical
    Hungarian algorithm on the same matching task. Classical won 200 vs. 588
    cells assigned (+193 %).

---

## Reproducibility checklist

Every committed run record contains:

  - `qflex_version`, `qiskit_version`, `qiskit_aer_version`
  - `backend.name`, `backend.type`, `backend.qubits`, `backend.version`
  - `execution.shots`, `session_id`, `job_id`, `timestamp_jst`,
    `duration_seconds`
  - `circuit.qasm` (full OpenQASM source), `circuit.depth`, `circuit.gate_count`
  - `raw_counts` (the bare measurement histogram)
  - `metrics` (whatever the experiment computed from `raw_counts`)

IBM Quantum API tokens, account names, and any
personally-identifiable session metadata are **redacted before commit**. Only
public IBM job/session identifiers (which carry no credentials) are retained.

To verify a record:

```bash
python -m quantum_flex.core.record verify data/runs/2026-04-04_bell_chsh.json
```

---

## Hardware time and noise honesty

These results were obtained over **roughly 200 seconds of cumulative
real-hardware execution time** on IBM Quantum's Open Plan (10 minutes / month
allowance, residual ~400 s at the time of measurement). On any given device
the calibration changes hourly: re-running `bell_chsh.run` tomorrow will give
a slightly different S value. That is a feature, not a bug — `data/runs/`
preserves the snapshot, and your re-run will accumulate alongside it.

For experiments that exceed Open-Plan minutes (most multi-thousand-shot
sweeps), you will need a paid IBM Quantum subscription or institutional
allocation. quantum-flex never spends your minutes without an explicit
`--backend` flag pointing to a real device.

---

## Contributing

Bug reports, new experiments, and (especially) **new failures** are welcome.

1. Fork and clone.
2. `pip install -e ".[dev,all]"`
3. `quantum-flex new <my_experiment>` to scaffold under `_wip/`.
4. Open a draft PR early. We do not require an experiment to "succeed" before
   merging — we require it to be **honestly recorded and reproducible**.

See [CONTRIBUTING.md](CONTRIBUTING.md) for the full guidelines, including
the JSON record schema and the figure-style guide.

---

## Citation

```bibtex
@software{quantum_flex,
  title    = {quantum-flex: Real-hardware Qiskit experiments and quantum visualizations},
  author   = {{quantum-flex contributors}},
  year     = {2026},
  url      = {https://github.com/hinanohart/quantum-flex},
  license  = {Apache-2.0 (code) + CC BY 4.0 (data)},
}
```

---

## Licenses

  - **Source code** (everything under `src/`, `tests/`, configuration, build
    scripts): [Apache License 2.0](LICENSE).
  - **Data and imagery** (`data/runs/*.json`, `gallery/**`, notebook outputs):
    [Creative Commons BY 4.0](LICENSE-DATA).

The dual-licensing is deliberate: code carries patent grants, data carries
attribution requirements that are appropriate for a benchmark / dataset.

---

## Acknowledgements

Built with [Qiskit](https://www.ibm.com/quantum/qiskit) and executed on the
IBM Quantum Network's Heron r2 devices. The "failure museum" convention —
committing failed experiments alongside their post-mortems rather than
silently dropping them — is borrowed from prior research-code work the
author did on honest negative-result reporting.
