AI Analysis
Final verdict: SAFE
The package shows no signs of network calls, shell execution, or credential harvesting. The minor obfuscation is likely benign, used for package path manipulation.
- No network calls or shell executions detected.
- Minor obfuscation risk but likely benign.
Per-check LLM notes
- Network: No network calls detected, which is normal and expected for a package focused on Apache Airflow operators and hooks for Apache Kylin.
- Shell: No shell execution patterns detected, aligning with the typical behavior of a library that does not require system-level interactions.
- Obfuscation: The observed pattern is likely for package path manipulation and not indicative of malicious obfuscation.
- Credentials: No patterns indicative of credential harvesting were detected.
- Metadata: The package has some minor issues but does not appear suspiciously malicious.
Package Quality Overall: Medium (7.4/10)
✦ High
Test Suite
9.0
Test suite present — 13 test file(s) found
Test runner config found: conftest.py13 test file(s) detected (e.g. conftest.py)
✦ High
Documentation
9.0
Well-documented package
Documentation URL: "Documentation" -> https://airflow.apache.org/docs/apache-airflow-providers-apa1 documentation file(s) (e.g. conf.py)Detailed PyPI description (3530 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
Type checker (mypy / pyright / pytype) referenced in project
✦ High
Multiple Contributors
10.0
Active multi-contributor project
46 unique contributor(s) across 100 commits in apache/airflowActive community — 5 or more distinct contributors
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
score 2.0
Found 1 obfuscation pattern(s)
under the License. __path__ = __import__("pkgutil").extend_path(__path__, __name__) # Licensed to the Apache S
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: airflow.apache.org>
Suspicious Page Links
score 2.0
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
Git Repository History
Repository apache/airflow appears legitimate
Maintainer History
score 4.0
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
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