alibabacloud-rdsai20250507

v3.4.3 suspicious
4.0
Medium Risk

Alibaba Cloud RdsAi (20250507) SDK Library for Python

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows some obfuscation that could be used to conceal code details or dependencies, raising concerns about potential hidden functionality. Despite no direct evidence of malicious activity, the obfuscation warrants further investigation.

  • Obfuscation risk of 4/10
  • Single package from the author on PyPI
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communication.
  • Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
  • Obfuscation: The obfuscation pattern may indicate an attempt to hide version information or dependencies, but without more context, it's hard to determine malicious intent.
  • Credentials: No patterns indicative of credential harvesting were detected.
  • Metadata: The author has only one package on PyPI which might indicate a new or less active account, but no other suspicious activities were detected.

📦 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 (1179 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
  • 134 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-rdsai20250507 
Create a data analytics dashboard application using the Alibaba Cloud RdsAi (20250507) SDK Library for Python. This application will serve as a tool for database administrators and data analysts to monitor and analyze their databases in real-time. The app should have the following functionalities:

1. **Database Connection**: Allow users to connect to their Alibaba Cloud RDS instances securely using credentials or access keys.
2. **Real-Time Monitoring**: Display key performance indicators (KPIs) such as CPU usage, memory usage, disk I/O, and network I/O in real-time.
3. **Query Performance Analysis**: Provide insights into the performance of SQL queries executed on the database. This includes execution time, resource utilization, and optimization suggestions.
4. **Alert System**: Implement an alert system that notifies users via email or SMS when certain thresholds are exceeded (e.g., high CPU usage).
5. **Historical Data Visualization**: Offer graphical representations of historical data to help users identify trends and patterns over time.
6. **Custom Dashboards**: Enable users to create custom dashboards tailored to their specific monitoring needs.
7. **Security Features**: Ensure secure handling of user credentials and data encryption during transmission.

To achieve these functionalities, you will need to utilize the 'alibabacloud-rdsai20250507' package extensively. Specifically, use its methods to fetch real-time metrics from RDS instances, execute performance analysis on SQL queries, and set up alerts based on predefined conditions. Additionally, integrate popular Python libraries like Matplotlib or Plotly for visualization purposes and Flask for building the web interface.

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