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claude37-unit-test-gen

Using Claude 3.7 to generate unit tests for code.

https://github.com/theopensciencenerd/claude37-unit-test-gen

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 4 DOI reference(s) in README
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    Academic publication links
    Links to: zenodo.org
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (14.8%) to scientific vocabulary
Last synced: 8 months ago · JSON representation ·

Repository

Using Claude 3.7 to generate unit tests for code.

Basic Info
  • Host: GitHub
  • Owner: TheOpenScienceNerd
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 39.1 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created about 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog License Citation

README.md

ORCID: Monks License: MIT DOI

Generating Python Unit-Tests using Claude 3.7 Sonnet.

🎓 This tutorial aims provides an example generic system prompt for Claude 3.7 to support unit-testing in python. By following the tutorial you will:

  • ✅ Gain an understanding of system prompting
  • ✅ Understand different types of unit tests that can be generated
  • ✅ Learn how to limit the number of tests generated to allow for human-in-the-loop checking

License

The materials have been made available under an MIT license. The materials are as-is with no liability for the author. Please provide credit if you reuse the code in your own work.

Citation

If you reuse any of the code, or the tutorial helps you work, please provide a citation.

bibtex @software{TheOpenScienceNerd_Claude_UnitTests, author = {Monks, Thomas}, license = {MIT}, title = {{TheOpenScienceNerd - Generating Python Unit-Tests using Claude 3.7 Sonnet}}, url = {https://github.com/TheOpenScienceNerd/tosn_python_template}, publisher = {Zenodo}, doi = {10.5281/zenodo.15206902}, }

Installation instructions

Installing dependencies

All dependencies can be found in binder/environment.yml and are pulled from conda-forge. To run the code locally, we recommend installing miniforge;

miniforge is Free and Open Source Software (FOSS) alternative to Anaconda and miniconda that uses conda-forge as the default channel for packages. It installs both conda and mamba (a drop in replacement for conda) package managers. We recommend mamba for faster resolving of dependencies and installation of packages.

navigating your terminal (or cmd prompt) to the directory containing the repo and issuing the following command:

bash mamba env create -f binder/environment.yml

Activate the mamba environment using the following command:

bash mamba activate unit_test

Repo overview

. ├── binder │ └── environment.yml ├── prompts │ └── 01_prompt.md │ └── ... ├── CHANGELOG.md ├── CITATION.cff ├── LICENSE ├── metrics.py ├── test_metrics.py └── README.md

  • binder/environment.yml - contains the conda environment if you wish to run the unit-tests
  • prompts - directory containing prompts including example system prompt
  • metrics.py - example code to test
  • test_metrics.py - example unit tests for metrics.py
  • CHANGES.md - changelog with record of notable changes to project between versions.
  • CITATION.cff - citation information for the code.
  • LICENSE - details of the MIT permissive license of this work.

Owner

  • Name: TheOpenScienceNerd
  • Login: TheOpenScienceNerd
  • Kind: organization
  • Location: United Kingdom

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: TheOpenScienceNerd - Generating Python Unit-Tests using Claude 3.7 Sonnet
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: 'Thomas '
    family-names: Monks
    affiliation: University of Exeter
    orcid: 'https://orcid.org/0000-0003-2631-4481'
repository-code: 'https://github.com/TheOpenScienceNerd/claude37-unit-test-gen'
keywords:
  - python
  - open science
  - ClaudeAI
  - Unit Testing
  - pytest
license: MIT

GitHub Events

Total
  • Release event: 1
  • Push event: 3
  • Public event: 1
  • Create event: 1
Last Year
  • Release event: 1
  • Push event: 3
  • Public event: 1
  • Create event: 1

Dependencies

binder/environment.yml pypi