AI Analysis
The package shows minimal risk indicators with no detected network calls, shell executions, or obfuscation techniques. The primary concern lies in the incomplete metadata, which slightly increases suspicion but is insufficient to classify it as malicious.
- No network calls detected
- No shell execution patterns
- Incomplete author metadata
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external API interactions.
- Shell: No shell execution patterns detected, indicating no direct system command execution from the package.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The author's name is missing and they appear to be new or inactive, which raises some concern but not enough to strongly suggest malicious intent.
Package Quality Overall: Medium (6.0/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Documentation URL: "Documentation" -> https://ts.anymap.devDetailed PyPI description (10803 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
295 type-annotated function signatures detected in source
Active multi-contributor project
3 unique contributor(s) across 100 commits in opengeos/anymap-tsSmall but multi-author team (3β4 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
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Repository opengeos/anymap-ts appears legitimate
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a fully-functional mini-application called 'InteractiveGeoExplorer' using the 'anymap-ts' Python package. This application will allow users to explore geographical data interactively on a map. Users should be able to load custom geoJSON files, zoom in/out, pan around the map, and display information about specific points of interest. Additionally, the app should support adding markers and drawing polygons over the map. Hereβs how you can structure the project: 1. **Setup Environment**: Ensure your development environment is set up with Python and the 'anymap-ts' package installed. 2. **Application Structure**: Organize your code into modules such as `main.py` for the main logic, `widgets.py` for anymap-ts widget interactions, and `data_loader.py` for handling geoJSON data. 3. **Core Features**: - Implement a function in `main.py` that initializes the map with default settings. - Add functionality in `widgets.py` to load user-defined geoJSON files and display them on the map. - Allow users to add markers and polygons to the map through interactive widgets provided by 'anymap-ts'. 4. **User Interface**: Design a simple yet intuitive UI where users can upload their geoJSON files, toggle between different layers of data, and view details about selected points on the map. 5. **Testing**: Write tests for each module to ensure all functionalities work as expected. 6. **Documentation**: Provide comprehensive documentation detailing how to install dependencies, run the application, and use its features effectively. The 'anymap-ts' package will be crucial for integrating the interactive map widget into your application, allowing seamless interaction with the map and handling of geographic data.
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