alibabacloud-wss20211221

v1.4.1 safe
4.0
Medium Risk

Alibaba Cloud wss (20211221) SDK Library for Python

🤖 AI Analysis

Final verdict: SAFE

The package shows minimal risks across all categories except for an unusually high obfuscation score, which raises some concern but does not conclusively point to malicious activity.

  • Unusual obfuscation patterns
  • No network, shell, credential, or metadata risks detected
Per-check LLM notes
  • Network: No network calls detected, which is normal for packages not requiring external API interactions.
  • Shell: No shell execution detected, indicating no direct system command execution.
  • Obfuscation: The obfuscation pattern is unusual but does not clearly indicate malicious intent; it could be a non-standard method of version control or dependency management.
  • Credentials: No clear signs of credential harvesting were detected.
  • Metadata: The author has only one package, which could indicate a new or less active account, but no other red flags are present.

📦 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 (1171 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
  • 64 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-wss20211221 
Create a real-time stock market monitoring tool using the 'alibabacloud-wss20211221' package. This tool will allow users to subscribe to real-time stock price updates from various exchanges and visualize these prices on a dashboard. Here are the steps and features for this project:

1. **Set Up Project**: Initialize a new Python project and install the necessary packages including 'alibabacloud-wss20211221', pandas, and matplotlib.
2. **API Configuration**: Configure the API credentials for accessing the Alibaba Cloud WebSocket service through 'alibabacloud-wss20211221'.
3. **WebSocket Connection**: Use the 'alibabacloud-wss20211221' package to establish a WebSocket connection to the stock market data feed endpoint provided by Alibaba Cloud.
4. **Data Subscription**: Implement functionality to subscribe to specific stocks or indices based on user input. Users should be able to select which stocks they want to monitor.
5. **Real-Time Data Processing**: Once subscribed, process incoming data in real-time using pandas for data manipulation and analysis.
6. **Visualization**: Display the processed data on a live updating plot using matplotlib. The plot should update in real-time as new data comes in.
7. **Alert System**: Integrate an alert system that notifies users via email or SMS if the stock price of any monitored stock crosses a predefined threshold.
8. **User Interface**: Develop a simple command-line interface where users can interact with the application, such as adding or removing stocks from their watchlist.
9. **Testing & Documentation**: Ensure thorough testing of all features and document the setup process, including API configuration and usage of the 'alibabacloud-wss20211221' package.

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