aps-beamline-driver

v1.0.28 suspicious
4.0
Medium Risk

APS Beamline Driver

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits signs of potential obfuscation that could be used to hide malicious activities, despite having low risks in other areas like network and shell commands.

  • High obfuscation risk due to use of pickle.loads with potentially unsafe inputs
  • Repository and maintainer metadata raise some suspicion
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 command execution vulnerabilities.
  • Obfuscation: The use of pickle.loads with bytes from hex string may indicate an attempt to hide or obfuscate data, which could be risky if not properly sanitized.
  • Credentials: No direct evidence of credential harvesting was found, but the presence of obfuscation techniques might mask such activities.
  • Metadata: The repository is not found and the maintainer has few packages, which raises some suspicion but lacks clear indicators of malicious intent.

📦 Package Quality Overall: Low (3.0/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
○ Low Documentation 1.0

No documentation detected

  • No documentation URL, doc files, or meaningful description found
◈ Medium Contributing Guide 7.0

Some contribution signals present

  • Separate author ("Luca Rebuffi") and maintainer ("XSD-OPT Group @ APS-ANL") listed
  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

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

Could not retrieve contributor data from GitHub

  • GitHub API error: 404

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 4.0

Found 2 obfuscation pattern(s)

  • ---------------- # __path__ = __import__("pkgutil").extend_path(__path__, __name__) #!/usr/bin/env python # -*-
  • cls, hex_string: str): return pickle.loads(bytes.fromhex(hex_string)) class BeamProperties(DictionaryW
✓ 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: anl.gov

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 3.0

Repository not found (deleted or private)

  • Repository not found (deleted or private)
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Luca Rebuffi" 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 aps-beamline-driver 
Create a mini-application named 'BeamlineMonitor' using the Python package 'aps-beamline-driver'. This application will serve as a monitoring tool for the APS (Advanced Photon Source) beamline, providing real-time status updates and control functionalities. Here’s a detailed breakdown of what your application should include:

1. **Real-Time Status Display**: The application should display real-time status of various components in the APS beamline, such as the source, monochromator, and shutters. Use the 'aps-beamline-driver' package to fetch this information.
2. **Control Panel**: Implement a control panel where users can adjust settings like photon energy, shutter states, and other critical parameters. Ensure these adjustments are sent back to the beamline via the package's API.
3. **Alert System**: Integrate an alert system that notifies users when certain thresholds are exceeded or when there are critical issues with the beamline components. Alerts could be via email, SMS, or displayed on the UI itself.
4. **Historical Data Logging**: Store historical data from the beamline components for future analysis. Consider using a database like SQLite or PostgreSQL for storing this data.
5. **User Interface**: Develop a user-friendly GUI using a library like Tkinter or PyQt. The interface should clearly display all relevant information and controls in an intuitive manner.
6. **Documentation and Help**: Include comprehensive documentation within the application to guide users on how to use each feature effectively.

Use the 'aps-beamline-driver' package to connect to the beamline, retrieve status information, send control commands, and handle any errors that might arise during communication. Additionally, explore the package's capabilities for handling different types of beamline components and ensure your application supports them all.

💬 Discussion Feed

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