AI Analysis
Final verdict: SAFE
The package OpenFisca-France v175.0.45 has been assessed with a low risk score due to the lack of any significant red flags such as shell execution, obfuscation, or credential risks. The minor issues noted in the metadata do not indicate a supply-chain attack.
- Low network, shell, obfuscation, and credential risks
- Minor metadata issues but no strong indicators of malice
Per-check LLM notes
- Network: The observed network call is likely for fetching package metadata from PyPI and seems legitimate.
- Shell: No shell execution patterns detected, indicating no immediate risk from shell command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows some minor issues but no strong indicators of being malicious or involved in a supply-chain attack.
Heuristic Checks
Outbound Network Calls
score 1.5
Found 1 network call pattern(s)
me not provided.') resp = requests.get(f'https://pypi.org/pypi/{package_name}/json').json() ver
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: openfisca.fr>
Suspicious Page Links
score 6.0
Found 3 suspicious link(s) on the package page
Non-HTTPS external link: http://matplotlib.org/Non-HTTPS external link: http://pandas.pydata.org/Non-HTTPS external link: http://semver.org/
Git Repository History
Repository openfisca/openfisca-france appears legitimate
Maintainer History
score 4.0
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Use this prompt to build a project with OpenFisca-France
Create a mini-application called 'Taxi Advisor' using the Python package 'OpenFisca-France'. This application will help French citizens understand their tax obligations based on their income, family status, and other relevant factors. Hereβs a detailed step-by-step guide on how to develop this application: 1. **Setup Environment**: Ensure you have Python installed along with the necessary libraries including OpenFisca-France. Install OpenFisca-France via pip. 2. **Define User Input**: Design a simple form where users can input their personal details such as annual salary, number of children, marital status, and any additional income sources like rental income or capital gains. 3. **Calculate Tax Liability**: Use OpenFisca-France to calculate the user's tax liability based on the inputs provided. This involves calling the appropriate functions from the package to compute taxes, social contributions, and any applicable deductions or credits. 4. **Generate Report**: Create a report summarizing the calculated tax liability, showing the breakdown of taxes paid, potential savings through deductions or credits, and any additional information that could be useful for the user. 5. **User Interface**: Develop a user-friendly interface for the application. This can be a web-based application using Flask or Django, or a command-line interface if simplicity is preferred. 6. **Testing & Validation**: Test the application thoroughly to ensure accuracy of calculations and usability. Validate the results against known tax scenarios or official government data. 7. **Deployment**: Once tested and validated, deploy the application so it can be accessed by the public. Consider hosting options like Heroku or AWS depending on your deployment strategy. **Suggested Features**: - Integration with OpenFisca-France to dynamically adjust calculations based on changes in French tax laws. - A feature to compare tax liabilities across different years or hypothetical scenarios (e.g., what if I get a raise? What if I have another child?). - An educational component explaining common tax terms and concepts. - Optional integration with external APIs for additional data such as real estate market trends or average salaries in different professions. This project not only leverages the powerful capabilities of OpenFisca-France but also provides valuable insights into the French taxation system, making it an excellent tool for both individuals and educators.