alibabacloud-hologram20220601

v1.11.0 safe
4.0
Medium Risk

Alibaba Cloud Hologres (20220601) SDK Library for Python

🤖 AI Analysis

Final verdict: SAFE

The package appears to be legitimate and safe based on the analysis. While there are some unusual obfuscation techniques and a non-HTTPS link, these do not strongly suggest malicious intent.

  • Unusual obfuscation techniques
  • Single package from maintainer
  • Non-HTTPS link
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires network access to function properly.
  • Shell: No shell execution patterns detected, indicating no direct command execution risks.
  • Obfuscation: The obfuscation technique used is unusual but does not strongly indicate malicious intent; it could be a non-standard method for version management.
  • Credentials: No clear patterns of credential harvesting were detected in the provided code snippet.
  • Metadata: The maintainer has only one package, which might indicate a new or less active account. There's a non-HTTPS link, but no other red flags.

📦 Package Quality Overall: Low (4.4/10)

○ 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 (1191 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 7.0

Partial type annotation coverage

  • Type checker (mypy / pyright / pytype) referenced in project
  • 39 type-annotated function signatures detected in source
◈ Medium Multiple Contributors 5.0

Limited contributor diversity

  • 1 unique contributor(s) across 100 commits in aliyun/alibabacloud-python-sdk
  • Single author but highly active (100 commits)

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • bacloud-python-sdk" VERSION = __import__(PACKAGE).__version__ REQUIRES = [ "darabonba-core>=1.0.0, <2.0.0
✓ 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: alibabacloud.com

⚠ 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 aliyun/alibabacloud-python-sdk appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Alibaba Cloud SDK" 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 alibabacloud-hologram20220601 
Create a data analytics dashboard app that leverages the power of Alibaba Cloud Hologres using the 'alibabacloud-hologram20220601' Python SDK. This app will serve as a comprehensive tool for visualizing and analyzing large datasets stored in Hologres, providing real-time insights and interactive visualizations.

Step 1: Set Up Your Environment
- Install Python and necessary libraries including 'alibabacloud-hologram20220601'.
- Configure your Alibaba Cloud credentials for access to Hologres.

Step 2: Data Retrieval
- Use the SDK to connect to a specific Hologres instance and database.
- Write functions to retrieve various types of data from Hologres tables.

Step 3: Data Processing
- Implement data filtering and transformation logic to prepare data for visualization.
- Utilize pandas or similar libraries for more complex data manipulation if needed.

Step 4: Visualization
- Integrate a visualization library such as Matplotlib or Plotly to display the retrieved data.
- Create interactive charts and graphs that allow users to explore different dimensions of the data.

Step 5: User Interface
- Develop a simple web interface using Flask or Django to interact with the backend data retrieval and processing functions.
- Ensure the UI is user-friendly and provides clear navigation between different data views.

Suggested Features:
- Real-time data updates reflecting changes in the Hologres database.
- Customizable chart types (line, bar, pie, etc.) based on user selection.
- Support for exporting visualizations as images or PDFs.
- Advanced filtering options allowing users to narrow down the data displayed.

Utilization of 'alibabacloud-hologram20220601':
This package will be the backbone of the app, enabling seamless interaction with Hologres databases. It will be used to establish connections, execute queries, handle responses, and manage any errors that occur during data retrieval processes.