AI Analysis
While the package appears legitimate with low risks for network, obfuscation, and credential harvesting, the high shell risk score suggests potential unauthorized modifications or access. Further investigation is warranted.
- High shell risk
- No clear indication of malicious intent
- Potential supply-chain attack
Per-check LLM notes
- Network: The network calls appear to be test requests and a legitimate check to Azure's official site, which is not indicative of malicious activity.
- Shell: The shell execution pattern detected seems incomplete and suspicious, possibly indicating unauthorized access or modification attempts.
- Obfuscation: The observed pattern is a common method for extending module search paths and is not indicative of malicious activity.
- Credentials: No patterns indicating credential harvesting were detected.
- Metadata: The author has only one package, suggesting a new or less active account, but no other red flags are present.
Package Quality Overall: Medium (6.0/10)
Partial test coverage signals detected
2 test file(s) detected (e.g. __init__.py)
Some documentation present
Detailed PyPI description (32105 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
41 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
Found 3 network call pattern(s)
st(): _success_response = requests.get("https://httpstat.us/200", timeout=5) _failure_responseut=5) _failure_response = requests.get("https://httpstat.us/404", timeout=5) return "Test flaskpan("parent"): response = requests.get("https://azure.microsoft.com/", timeout=5) # Copyright (c)
Found 2 obfuscation pattern(s)
__path__ = __import__("pkgutil").extend_path(__path__, __name__) __path__ = __import__("pkgpath__, __name__) __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore # coding=u
Found 1 shell execution pattern(s)
alse result = subprocess.run( [ ICACLS_PATH,
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: microsoft.com
All external links appear legitimate
Repository Azure/azure-sdk-for-python appears legitimate
1 maintainer concern(s) found
Author "Microsoft Corporation" 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-monitor-opentelemetry-exporter package to demonstrate its core features.
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