AI Analysis
The package shows minimal risks across all categories and is aligned with typical benign behavior. However, the incomplete author metadata and single package history raise some concern but do not conclusively point to malicious intent.
- Minimal network and shell execution risks
- Base64 decoding observed, common in many libraries
- Incomplete author metadata and single package history
Per-check LLM notes
- Network: No network calls detected, which is expected for a library focused on managing Azure resources through subscriptions.
- Shell: No shell execution patterns detected, aligning with the expected behavior of a management library.
- Obfuscation: The observed patterns suggest base64 decoding for deserialization, which is common practice and not necessarily indicative of malicious activity.
- Credentials: No clear signs of credential harvesting or secret handling were detected.
- Metadata: The author information is incomplete and the author has only one package, which may indicate a less experienced or potentially suspicious maintainer.
Package Quality Overall: Medium (6.6/10)
Test suite present — 6 test file(s) found
Test runner config found: conftest.py6 test file(s) detected (e.g. conftest.py)
Some documentation present
Detailed PyPI description (2918 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
123 type-annotated function signatures detected in source
Active multi-contributor project
35 unique contributor(s) across 100 commits in Azure/azure-sdk-for-pythonActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 5 obfuscation pattern(s)
return attr return bytes(base64.b64decode(attr)) def _deserialize_bytes_base64(attr): if isinstace("_", "/") return bytes(base64.b64decode(encoded)) def _deserialize_duration(attr): if isinstan__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore __path__ =) # type: ignore __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore __path__ =) # type: ignore __path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore # coding=u
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: microsoft.com> license-expression: mit
All external links appear legitimate
Repository Azure/azure-sdk-for-python appears legitimate
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Your task is to create a command-line utility in Python that manages Azure subscriptions using the 'azure-mgmt-resource-subscriptions' package. This utility will allow users to perform various operations on their Azure subscriptions such as listing all subscriptions, getting details of a specific subscription, creating new subscriptions, updating subscription properties, and deleting subscriptions. Here are the detailed steps and features you need to implement: 1. **Setup**: Ensure your environment has the required packages installed. Use pip to install 'azure-mgmt-resource-subscriptions', 'azure-identity', and any other necessary dependencies. 2. **Authentication**: Implement Azure Active Directory (AAD) authentication to authenticate users. Use the 'azure-identity' package to handle the token acquisition process seamlessly. 3. **List Subscriptions**: Create a function to list all available subscriptions for the authenticated user. Utilize the 'azure-mgmt-resource-subscriptions' package to fetch this information. 4. **Get Subscription Details**: Develop a feature where users can input a subscription ID to get detailed information about that particular subscription. This includes subscription state, display name, tenant ID, etc. 5. **Create Subscription**: Implement functionality to create a new Azure subscription. This requires handling the API calls provided by the 'azure-mgmt-resource-subscriptions' package effectively. 6. **Update Subscription**: Allow users to update properties of existing subscriptions such as setting a new display name or enabling/disabling auto-top-up. Ensure error handling is robust to manage potential issues during updates. 7. **Delete Subscription**: Provide an option to delete subscriptions. Include prompts to confirm deletion and ensure irreversible actions are handled carefully. 8. **User Interface**: Design a simple and intuitive command-line interface (CLI) for users to interact with the utility easily. Each operation should be accessible via a distinct command. 9. **Documentation**: Write comprehensive documentation explaining how to use each feature of the CLI tool. Include examples of command usage and expected outputs. 10. **Testing**: Develop unit tests to validate the functionality of each implemented feature. Focus on testing edge cases and error conditions to ensure reliability. This project aims to provide developers and administrators with a powerful yet easy-to-use tool for managing Azure subscriptions programmatically. By leveraging the capabilities of the 'azure-mgmt-resource-subscriptions' package, we can streamline subscription management tasks and enhance operational efficiency.
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