anymap-ts

v0.17.2 safe
3.0
Low Risk

A Python package for creating interactive maps with anywidget and TypeScript

πŸ€– AI Analysis

Final verdict: SAFE

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.

πŸ“¦ Package Quality Overall: Medium (6.0/10)

β—ˆ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
β—ˆ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://ts.anymap.dev
  • Detailed PyPI description (10803 chars)
β—‹ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
β—ˆ Medium Type Annotations 5.0

Partial type annotation coverage

  • 295 type-annotated function signatures detected in source
✦ High Multiple Contributors 8.0

Active multi-contributor project

  • 3 unique contributor(s) across 100 commits in opengeos/anymap-ts
  • Small but multi-author team (3–4 contributors)

πŸ”¬ Heuristic Checks

βœ“ Outbound Network Calls

No suspicious network call patterns found

βœ“ Code Obfuscation

No obfuscation patterns detected

βœ“ Shell / Subprocess Execution

No shell execution patterns detected

βœ“ Credential Harvesting

No credential harvesting patterns detected

βœ“ Typosquatting

No typosquatting candidates detected

βœ“ Registered Email Domain

Email domain looks legitimate: gmail.com>

βœ“ Suspicious Page Links

All external links appear legitimate

βœ“ Git Repository History

Repository opengeos/anymap-ts appears legitimate

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
βœ“ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

πŸ’‘ AI App Starter Prompt

Use this prompt to build a project with anymap-ts
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. Here’s 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.

πŸ’¬ Discussion Feed

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