AI Analysis
The package has low individual risk scores across various categories, but the metadata risk score of 3 out of 10 due to non-HTTPS links and a single package from a potentially new or inactive author raises suspicion.
- Non-HTTPS links in metadata
- Single package from possibly new or inactive author
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires network interactions for its functionality.
- Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
- Obfuscation: No obfuscation patterns detected, suggesting low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, indicating safe handling of secrets.
- Metadata: The presence of non-HTTPS links and a single package from a new or inactive author account raise some concerns, but no clear indicators of malicious intent.
Package Quality Overall: Low (4.2/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Documentation URL: "Documentation" -> https://arches.readthedocs.ioDetailed PyPI description (3708 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Active multi-contributor project
13 unique contributor(s) across 100 commits in archesproject/archesActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
Found 2 suspicious link(s) on the package page
Non-HTTPS external link: http://archesproject.org/Non-HTTPS external link: http://polite.technology/reportabug.html
Repository archesproject/arches appears legitimate
1 maintainer concern(s) found
Author "Arches Project" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Your task is to develop a mini-application that leverages the Arches package to manage and visualize cultural heritage sites within a specific region. This application will serve as a simplified version of a Cultural Heritage Inventory Management System. The goal is to allow users to input, edit, and query data about historical sites, as well as visualize these sites on a map. Here are the key features and steps to follow: 1. **Setup Environment**: Begin by setting up your development environment. Install Python and ensure you have access to the Arches package. Use Docker to set up the Arches environment if necessary. 2. **Database Configuration**: Configure the database to store information about cultural heritage sites. Each site should include fields such as name, location coordinates, historical significance, condition, and images. 3. **User Interface**: Develop a simple user interface using HTML, CSS, and JavaScript to interact with the backend API provided by Arches. Ensure the UI allows users to add new sites, update existing ones, and search for sites based on various criteria. 4. **Geospatial Visualization**: Integrate a map into the application using a library like Leaflet.js. Sites should be displayed as markers on the map, and users should be able to click on a marker to see more details about the site. 5. **Data Import/Export**: Implement functionality to import and export site data in CSV format. This will allow users to upload data from external sources and also download their records for backup purposes. 6. **Security Measures**: Ensure that the application has basic security measures in place, such as user authentication and authorization to prevent unauthorized access to sensitive information. 7. **Testing and Documentation**: Conduct thorough testing of all functionalities and document the setup process, usage instructions, and any limitations of the application. By utilizing the Arches package, you will be able to leverage its powerful geospatial capabilities and data management features to create a robust application for managing cultural heritage sites. Your final deliverable should include a fully functional web application, along with documentation detailing how it was built and how to use it.
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