airflow-code-editor

v8.2.4 safe
4.0
Medium Risk

Apache Airflow code editor and file manager

🤖 AI Analysis

Final verdict: SAFE

The package has minimal risks with no network or credential issues. The shell execution risk is noted but seems unlikely to be malicious given the nature of the tool.

  • Shell execution detected, potentially risky if misused.
  • Single package from author, new or less active account.
Per-check LLM notes
  • Network: No network calls were detected, which is not unusual but may warrant investigation depending on the package's intended functionality.
  • Shell: Detection of shell execution suggests potential for local command execution, which could be benign or malicious depending on how it's used within the package.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The author has only one package, which may indicate a new or less active account, but there are no other red flags.

📦 Package Quality Overall: Medium (5.0/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (9283 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

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

Active multi-contributor project

  • 5 unique contributor(s) across 100 commits in andreax79/airflow-code-editor
  • 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 2.0

Found 1 shell execution pattern(s)

  • try: completed = subprocess.run( args=cmd, stdin=subprocess.PIPE if
✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: gmail.com

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository andreax79/airflow-code-editor appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Andrea Bonomi" 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-code-editor 
Create a fully-functional mini-application called 'AirflowDevTool' that leverages the 'airflow-code-editor' package to streamline development and management tasks for Apache Airflow DAGs and other files. This tool should serve as a one-stop solution for developers working on Airflow projects, providing them with essential functionalities such as code editing, file browsing, version control integration, and real-time collaboration features.

**Core Features of AirflowDevTool:**
1. **Code Editor:** Implement a robust code editor using the 'airflow-code-editor' package which supports syntax highlighting, auto-completion, and error detection specifically for Python and YAML files, commonly used in Airflow.
2. **File Manager:** Develop a file manager that allows users to browse through their Airflow project directories, upload new files, delete existing ones, and rename files/folders. Ensure that the file manager integrates seamlessly with the code editor so that users can open files directly from the file browser into the editor.
3. **Version Control Integration:** Integrate Git version control system within the application to allow users to commit changes, push to remote repositories, pull updates, and view commit history directly within the app. This will help maintain a clean and organized workflow.
4. **Real-Time Collaboration:** Enable real-time collaboration among team members by allowing multiple users to edit the same file simultaneously. Implement a feature that highlights the cursor positions of different users and shows changes as they happen.
5. **Task Scheduling Preview:** Include a preview pane that displays a visual representation of the scheduled tasks defined in the DAG files. This feature will help users understand the workflow before running it in the actual Airflow environment.
6. **User Interface:** Design a user-friendly interface with clear navigation, intuitive controls, and responsive design to ensure ease of use for all types of users.
7. **Security Measures:** Incorporate security measures such as user authentication, authorization, and encryption to protect sensitive data and prevent unauthorized access.

**How to Utilize 'airflow-code-editor':**
- Use the 'airflow-code-editor' package to set up the code editor component, ensuring it is tailored for editing Airflow-specific files. Leverage its built-in functionalities to enhance the editing experience.
- For file management, utilize the package's file handling capabilities to manage project files efficiently.
- Integrate the version control system by utilizing APIs provided by 'airflow-code-editor' for Git operations.
- Implement real-time collaboration by leveraging websockets and the 'airflow-code-editor' package’s collaborative editing features.
- Use the package’s visualization tools to create a task scheduling preview.

This project aims to simplify the development process for Apache Airflow projects, making it more efficient and enjoyable for developers.