azure-mgmt-containerservicefleet

v3.1.0 safe
4.0
Medium Risk

Microsoft Azure Containerservicefleet Management Client Library for Python

🤖 AI Analysis

Final verdict: SAFE

The package appears legitimate with low risks in network, shell, credential, and metadata aspects. The high obfuscation risk due to eval() usage is concerning but does not conclusively indicate malicious intent.

  • High obfuscation risk due to eval() usage
  • Low risks in network, shell, credential, and metadata checks
Per-check LLM notes
  • Network: No network calls detected, which is expected as the package likely interacts with Azure services through SDKs without direct network calls.
  • Shell: No shell execution patterns detected, which aligns with typical behavior for a library focused on managing Azure resources.
  • Obfuscation: The use of eval() for obfuscation is risky and can lead to code injection vulnerabilities.
  • Credentials: No clear patterns indicative of credential harvesting were found.
  • Metadata: The author has only one package on PyPI, which may indicate a new or less active account, but no other suspicious flags were raised.

📦 Package Quality Overall: Medium (6.6/10)

✦ High Test Suite 9.0

Test suite present — 2 test file(s) found

  • Test runner config found: conftest.py
  • 2 test file(s) detected (e.g. conftest.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (5377 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

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

Active multi-contributor project

  • 35 unique contributor(s) across 100 commits in Azure/azure-sdk-for-python
  • Active community — 5 or more distinct contributors

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 8.0

Found 4 obfuscation pattern(s)

  • _unicode(data) return eval(data_type)(data) # nosec # pylint: disable=eval-used @
  • _unicode(attr) return eval(data_type)(attr) # nosec # pylint: disable=eval-used @
  • __path__ = __import__("pkgutil").extend_path(__path__, __name__) __path__ = __import__("pkg
  • path__, __name__) __path__ = __import__("pkgutil").extend_path(__path__, __name__) # coding=utf-8 # ---------
✓ 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: microsoft.com

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository Azure/azure-sdk-for-python appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Microsoft Corporation" 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 azure-mgmt-containerservicefleet 
Your task is to develop a Python-based mini-application that leverages the 'azure-mgmt-containerservicefleet' package to manage Azure Kubernetes Service (AKS) clusters more efficiently. This application will serve as a tool for DevOps engineers to streamline their cluster management tasks on Azure.

### Project Overview:
- **Name**: Cluster Commander
- **Purpose**: Provide a user-friendly interface for managing AKS clusters through Azure Containerservicefleet.
- **Features**:
  - List all AKS clusters within a subscription.
  - Retrieve detailed information about a specific AKS cluster.
  - Create a new AKS cluster with specified configurations.
  - Delete an existing AKS cluster.
  - Scale nodes up or down in an AKS cluster.
  - Update cluster configurations (e.g., upgrade Kubernetes version).

### Step-by-Step Development Guide:
1. **Setup Environment**:
   - Install necessary packages including `azure-mgmt-containerservicefleet`, `azure-identity`, and any other required libraries.
2. **Authentication**:
   - Implement authentication using Azure Active Directory (AAD) to access Azure resources.
3. **Cluster Management Functions**:
   - Develop functions for each of the listed features using methods provided by the 'azure-mgmt-containerservicefleet' library.
4. **User Interface**:
   - Design a simple command-line interface (CLI) for users to interact with the application.
5. **Testing**:
   - Test each feature thoroughly to ensure functionality and reliability.
6. **Documentation**:
   - Write comprehensive documentation for setup, usage, and troubleshooting.

### Utilizing 'azure-mgmt-containerservicefleet':
- Use the package to authenticate and authorize access to Azure services.
- Leverage the package's APIs to perform operations such as listing, creating, updating, and deleting AKS clusters.
- Explore advanced features like fleet management for orchestrating multiple clusters across different subscriptions and resource groups.

This project aims to simplify the management of AKS clusters on Azure, providing a robust and efficient solution for DevOps teams.

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