arches-search

v0.1.0a10 safe
3.0
Low Risk

(No description)

🤖 AI Analysis

Final verdict: SAFE

The package shows minimal risk indicators with no network calls, shell executions, or obfuscation. While there are some metadata concerns like missing author details and lack of an active GitHub repository, these alone do not suggest malicious intent.

  • No network calls detected
  • No shell executions detected
  • Missing author information and inactive GitHub repository
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communications.
  • Shell: No shell executions detected, indicating no immediate risk of unauthorized command execution.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent related to code obfuscation.
  • Credentials: No credential harvesting patterns detected, suggesting no immediate risk of secret or credential theft.
  • Metadata: The package has some minor red flags including missing author information and no active GitHub repository, but no clear signs of malicious intent.

📦 Package Quality Overall: Low (2.8/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Brief PyPI description (625 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 61 type-annotated function signatures detected in source
○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ 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

No author email provided

⚠ Suspicious Page Links score 4.0

Found 2 suspicious link(s) on the package page

  • Non-HTTPS external link: http://archesproject.org/
  • Non-HTTPS external link: http://archesproject.org/documentation/
✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ 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)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with arches-search 
Create a mini-application that leverages the 'arches-search' package to facilitate the discovery and management of cultural heritage sites. This application will serve as a simplified version of the Arches geospatial information system, focusing on providing users with an intuitive way to search, view, and manage information about historical sites. Here’s a step-by-step guide to building this application:

1. **Project Setup**: Begin by setting up your Python environment. Ensure you have Python installed along with necessary packages such as 'arches-search', Flask (for the web framework), and SQLAlchemy (for database operations).

2. **Database Configuration**: Use SQLAlchemy to configure your database connection. Since 'arches-search' interacts heavily with databases to store and retrieve information about cultural heritage sites, ensure your setup supports SQLite or PostgreSQL.

3. **Search Functionality**: Implement a robust search functionality using 'arches-search'. This feature should allow users to search for sites based on various criteria such as location, type of heritage, date of construction, etc. Integrate filters and advanced search options to enhance user experience.

4. **Site Management**: Develop CRUD (Create, Read, Update, Delete) functionalities for managing site information. Users should be able to add new sites, edit existing ones, view detailed information, and delete outdated records.

5. **Geospatial Features**: Utilize 'arches-search' to integrate geospatial capabilities into your application. Enable users to visualize sites on a map and perform spatial queries to find nearby heritage sites.

6. **User Interface**: Design a clean and user-friendly interface using HTML/CSS/JavaScript. Optionally, use frameworks like Bootstrap to speed up development.

7. **Authentication**: Implement basic user authentication to restrict access to certain features or data. Consider roles such as admin and regular user to differentiate permissions.

8. **Testing & Documentation**: Thoroughly test each component of your application to ensure reliability and performance. Document your code and provide instructions for installing and running the application.

By following these steps, you'll create a valuable tool for cultural heritage enthusiasts and professionals alike, showcasing the power and flexibility of 'arches-search' in real-world applications.

💬 Discussion Feed

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