ansys-speos-core

v0.8.2 suspicious
4.0
Medium Risk

A Python wrapper for Ansys Speos

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows minimal risk in terms of network activity, shell execution, obfuscation, and credential handling. However, the metadata risk, particularly the lack of a proper maintainer's identity, raises some concerns.

  • Metadata risk due to new/inactive maintainer account
  • Potential legitimacy concerns regarding subprocess usage
Per-check LLM notes
  • Network: No network calls detected, indicating low risk.
  • Shell: Subprocess execution may be used for legitimate purposes but requires scrutiny to ensure it's not being exploited for malicious activities.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has a new or inactive account and lacks a proper author name, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Medium (6.4/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://speos.docs.pyansys.com/
  • Detailed PyPI description (8225 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 449 type-annotated function signatures detected in source
✦ High Multiple Contributors 10.0

Active multi-contributor project

  • 12 unique contributor(s) across 100 commits in ansys/pyspeos
  • Active community — 5 or more distinct contributors

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 4.0

Found 2 shell execution pattern(s)

  • os_exec, f"-s{port}"] subprocess.run(command, check=True) # nosec # Copyright (C) 2021 - 2026 A
  • r.txt", dir=logfile_loc) subprocess.Popen(command, stdout=out, stderr=err) # nosec B603 return Sp
✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: ansys.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository ansys/pyspeos 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 ansys-speos-core 
Create a Python-based utility that leverages the 'ansys-speos-core' package to simulate and analyze lighting designs for automotive applications. This tool will allow users to input basic vehicle dimensions and light source specifications to generate visual representations of how light interacts with the vehicle's surroundings. Here’s a detailed breakdown of the project scope and requirements:

1. **User Interface**: Develop a simple yet intuitive graphical user interface using libraries such as PyQt or Tkinter. The UI should enable users to input vehicle dimensions (length, width, height), light source type (LED, Xenon, etc.), and orientation.
2. **Light Source Simulation**: Utilize 'ansys-speos-core' to simulate different types of light sources based on user inputs. The simulation should account for factors like light intensity, beam pattern, and color temperature.
3. **Environmental Modeling**: Incorporate environmental conditions such as weather (rain, fog) and time of day to see how these affect the light distribution and visibility.
4. **Visualization**: Provide a visualization feature where users can view the simulated light patterns in a 3D environment. Users should be able to rotate and zoom into the model to inspect various angles and areas of interest.
5. **Report Generation**: Implement a functionality to generate detailed reports summarizing the simulation results, including charts and graphs showing light intensity distributions and coverage areas.
6. **Customization Options**: Allow advanced users to customize parameters beyond the basics, such as adjusting the reflectivity of surfaces or adding additional light sources.
7. **Integration with Ansys Speos**: Ensure seamless integration with Ansys Speos software, allowing users to export their simulation data directly into Ansys Speos for further analysis or modification.

Your task is to outline the architecture of this application, detailing how each component interacts with 'ansys-speos-core'. Additionally, provide sample code snippets demonstrating key functionalities, such as initializing a light source and running a basic simulation.

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