auto-typing-final

v1.0.4 safe
4.0
Medium Risk

Automagically set typing.Final inside your functions

🤖 AI Analysis

Final verdict: SAFE

The package has minimal risks as it does not engage in network calls, shell executions, or obfuscation techniques. However, the metadata risk score is slightly elevated due to incomplete author information and potential inactivity of the maintainer.

  • Low risk scores across all technical categories.
  • Metadata risk due to incomplete author details and potential inactivity.
Per-check LLM notes
  • Network: No network calls detected, which is typical for most utility packages that don't require external communications.
  • Shell: No shell execution patterns detected, indicating the package does not execute system commands, reducing the risk of malicious activities.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The author's information is lacking and the maintainer seems to be new or inactive, raising some concerns but not definitive evidence of malice.

📦 Package Quality Overall: Medium (6.2/10)

✦ High Test Suite 9.0

Test suite present — 3 test file(s) found

  • Test runner config found: conftest.py
  • Test runner config found: pyproject.toml
  • 3 test file(s) detected (e.g. conftest.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (2778 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 7.0

Partial type annotation coverage

  • Classifier: Typing :: Typed
  • 54 type-annotated function signatures detected in source
◈ Medium Multiple Contributors 6.0

Limited contributor diversity

  • 2 unique contributor(s) across 100 commits in community-of-python/auto-typing-final
  • Two distinct contributors found

🔬 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

Email domain looks legitimate: vrslev.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository community-of-python/auto-typing-final 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)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with auto-typing-final 
Create a Python-based mini-application named 'TypeSafeConfigurator' that leverages the 'auto-typing-final' package to ensure type safety in configuration management. This application will allow users to define configurations using dictionaries or JSON files, and it will automatically generate type-safe constants for these configurations within the application's runtime environment.

Step 1: Define the Configuration
- Users should be able to input their configurations either through a dictionary in code or via a JSON file.

Step 2: Utilize 'auto-typing-final'
- Use the 'auto-typing-final' package to process the input configurations and convert them into Python code where each key-value pair from the configuration is represented as a `typing.Final` constant.
- Ensure that these constants are accessible throughout the application and cannot be modified.

Step 3: Implement Configuration Access
- Provide a simple API for accessing these configuration constants from anywhere in the application.
- Include error handling for cases where a requested configuration does not exist.

Suggested Features:
- Support for both in-code dictionaries and external JSON files for configuration inputs.
- Automatic generation of documentation for the generated constants.
- A command-line interface (CLI) for easy interaction.
- Logging of all configuration accesses for debugging purposes.
- Ability to override configurations at runtime through the CLI.

The goal is to demonstrate how 'auto-typing-final' can be used to enhance the maintainability and reliability of applications by ensuring that configurations are treated as immutable constants.

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