airflow-notebook

v4.1.1 suspicious
3.0
Low Risk

Elyra airflow-notebook package

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of potential misuse with shell execution activities and a single-package author profile, suggesting possible risks but without concrete evidence of malicious intent.

  • Shell execution patterns observed
  • Author has only one package on PyPI
Per-check LLM notes
  • Network: No network calls were detected, indicating no immediate risk from network activity.
  • Shell: Shell execution patterns observed may be related to package installation and management, but further investigation is needed to ensure legitimacy.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
  • Credentials: No credential harvesting patterns detected, indicating low risk of unauthorized access.
  • Metadata: The author has only one package on PyPI, which may indicate a new or less active account, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Low (3.8/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
○ Low Documentation 1.0

No documentation detected

  • No documentation URL, doc files, or meaningful description found
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 5.0

Partial type annotation coverage

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

Active multi-contributor project

  • 11 unique contributor(s) across 100 commits in elyra-ai/elyra
  • Active community — 5 or more distinct contributors

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 8.0

Found 4 shell execution pattern(s)

  • torage(file.strip()) subprocess.call(["tar", "-zxvf", archive_file]) duration = time.time
  • try: result = subprocess.run(run_args, stdout=subprocess.PIPE, stderr=subprocess.STDOUT,
  • to_install_list: subprocess.run([sys.executable, "-m", "pip", "install"] + to_install_list,
  • ll_list, check=True) subprocess.run([sys.executable, "-m", "pip", "freeze"]) duration =
✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository elyra-ai/elyra appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Elyra Maintainers" 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 airflow-notebook
Build a simple Python application using the airflow-notebook package to demonstrate its core features.

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