AI Analysis
The package shows low risk indicators across all categories, with only minor obfuscation and metadata concerns. It does not exhibit any behaviors that suggest it is malicious or part of a supply-chain attack.
- Low network and shell risk
- Minor obfuscation and metadata issues
- No evidence of credential harvesting
Per-check LLM notes
- Network: No network call patterns detected, which is normal for a package focused on local operations like data processing.
- Shell: No shell execution patterns detected, aligning with the expected behavior of a package designed for integration with other systems rather than direct system control.
- Obfuscation: The observed pattern is likely used for extending module search path and is not indicative of malicious activity.
- Credentials: No patterns indicative of credential harvesting were detected.
- Metadata: The package has some minor issues but no clear signs of malicious intent.
Package Quality Overall: Medium (7.8/10)
Test suite present — 13 test file(s) found
Test runner config found: conftest.py13 test file(s) detected (e.g. conftest.py)
Well-documented package
Documentation URL: "Documentation" -> https://airflow.apache.org/docs/apache-airflow-providers-mon1 documentation file(s) (e.g. conf.py)Detailed PyPI description (3530 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project28 type-annotated function signatures detected in source
Active multi-contributor project
46 unique contributor(s) across 100 commits in apache/airflowActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 2 obfuscation pattern(s)
under the License. __path__ = __import__("pkgutil").extend_path(__path__, __name__) # Licensed to the Apache Sunder the License. __path__ = __import__("pkgutil").extend_path(__path__, __name__) # # Licensed to the Apache
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: airflow.apache.org>
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
Repository apache/airflow 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 apache-airflow-providers-mongo package to demonstrate its core features.
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