azure-mgmt-education

v1.0.0b3 suspicious
4.0
Medium Risk

Microsoft Azure Education Management Client Library for Python

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows some signs of potential obfuscation and has incomplete metadata, raising concerns about its origin and purpose.

  • Base64 decoding functions suggest possible obfuscation
  • Incomplete maintainer information and potentially inactive account
Per-check LLM notes
  • Obfuscation: The base64 decoding functions may indicate an attempt to obfuscate code, but could also be part of normal functionality for handling encoded data.
  • Credentials: No clear signs of credential harvesting were found.
  • Metadata: The maintainer's author information is incomplete and the account seems new or inactive, which raises some concerns but does not conclusively indicate malicious intent.

📦 Package Quality Overall: Medium (6.6/10)

✦ High Test Suite 9.0

Test suite present — 3 test file(s) found

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

Some documentation present

  • Detailed PyPI description (5345 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

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

Active multi-contributor project

  • 35 unique contributor(s) across 100 commits in Azure/azure-sdk-for-python
  • Active community — 5 or more distinct contributors

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 8.0

Found 4 obfuscation pattern(s)

  • return attr return bytes(base64.b64decode(attr)) def _deserialize_bytes_base64(attr): if isinsta
  • ce("_", "/") return bytes(base64.b64decode(encoded)) def _deserialize_duration(attr): if isinstan
  • __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore __path__ =
  • ) # type: ignore __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore # coding=u
✓ 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: microsoft.com> license-expression: mit

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository Azure/azure-sdk-for-python 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 azure-mgmt-education 
Develop a Python-based educational resource management tool that leverages the 'azure-mgmt-education' package to streamline the process of managing educational resources on Azure. This tool will serve as a comprehensive solution for educators and administrators to manage their cloud-based educational materials efficiently. The application should include the following core functionalities:

1. **User Authentication**: Implement a secure login system where users can authenticate using Azure Active Directory credentials.
2. **Resource Management**: Allow users to create, update, delete, and manage educational resources such as virtual machines, storage accounts, and databases.
3. **Monitoring and Analytics**: Provide real-time monitoring of resource usage, performance metrics, and cost tracking to help users optimize their educational content delivery.
4. **Educational Content Deployment**: Enable easy deployment of educational content (e.g., videos, documents, interactive learning modules) across various cloud platforms.
5. **Custom Reporting**: Generate customizable reports based on user-defined criteria to track the effectiveness of educational resources and identify areas for improvement.

To achieve these objectives, the 'azure-mgmt-education' package will be crucial. Specifically, utilize its capabilities to interact with Azure services, manage resources, and integrate with Azure Active Directory for authentication purposes. Additionally, incorporate best practices in software development such as modular design, error handling, and documentation to ensure the application is robust, scalable, and maintainable.

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