AI Analysis
The package shows unusual characteristics such as minimal network activity and obfuscation that could be benign but warrant further investigation. The maintainer's account details also raise concerns.
- Low network activity for an Azure management package
- Potential module path manipulation
- New or inactive maintainer account
Per-check LLM notes
- Network: No network calls detected, which is not typical for Azure management packages but may be due to conditional calls or not being part of the core functionality.
- Shell: No shell execution patterns detected, indicating no immediate risk of command execution.
- Obfuscation: The observed pattern is likely for module path manipulation and not indicative of malicious activity.
- Credentials: No patterns indicative of credential harvesting were detected.
- Metadata: The maintainer has a new or inactive account with limited package history and no author name provided, which may indicate low activity or oversight.
Package Quality Overall: Medium (7.0/10)
Test suite present — 4 test file(s) found
Test runner config found: conftest.py4 test file(s) detected (e.g. conftest.py)
Some documentation present
Detailed PyPI description (6265 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project40 type-annotated function signatures detected in source
Active multi-contributor project
35 unique contributor(s) across 100 commits in Azure/azure-sdk-for-pythonActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 2 obfuscation pattern(s)
__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore __path__ =) # type: ignore __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore # coding=u
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: microsoft.com> license-expression: mit
All external links appear legitimate
Repository Azure/azure-sdk-for-python appears legitimate
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the azure-mgmt-commerce package to demonstrate its core features.
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