asian-option-pricer

v0.1.2 safe
2.0
Low Risk

Efficient numerical pricing methods for arithmetic Asian options under GBM

🤖 AI Analysis

Final verdict: SAFE

The package asian-option-pricer v0.1.2 poses minimal risk as it lacks any network calls, shell executions, obfuscation, or credential harvesting activities. The metadata risk is slightly elevated due to the maintainer's single package, but this alone does not indicate malicious intent.

  • No network calls detected.
  • Single package from the maintainer, slightly raising metadata risk.
Per-check LLM notes
  • Network: No network calls detected, which is normal for a financial calculation library.
  • Shell: No shell executions detected, which aligns with the expected behavior of a financial tool.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has only one package, suggesting a new or less active account, but no other red flags were found.

📦 Package Quality Overall: Medium (6.6/10)

✦ High Test Suite 9.0

Test suite present — 6 test file(s) found

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

Some documentation present

  • Detailed PyPI description (15337 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

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

Active multi-contributor project

  • 7 unique contributor(s) across 100 commits in ZixuLiAdrian/MATH-5030-Numercial-Methods-in-Finance
  • 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

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

All external links appear legitimate

✓ Git Repository History

Repository ZixuLiAdrian/MATH-5030-Numercial-Methods-in-Finance appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Chan-Peng Chen, Jack Jia, Zixu Li, Benjamin Tu, Tianrui Wang, Kaifan Ye" 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 asian-option-pricer 
Create a Python-based mini-application named 'AsianOptionAnalyzer' that allows users to calculate and analyze the prices of Arithmetic Asian options using the 'asian-option-pricer' package. The application should include a user-friendly interface where users can input parameters such as the initial asset price, strike price, risk-free rate, volatility, time to maturity, and the number of averaging periods. Additionally, the app should provide visualizations of the option price over different values of the underlying asset and time, and allow users to compare the results of different scenarios side-by-side. Implement features like saving the analysis results to a CSV file and generating PDF reports summarizing the financial analysis performed. Ensure that the application showcases the efficiency and accuracy of the pricing methods provided by the 'asian-option-pricer' package through practical examples and real-world use cases.

💬 Discussion Feed

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