AI Analysis
The package is suspected to be suspicious due to its sparse maintainer history and missing repository, despite showing no direct signs of malicious activity.
- Sparse maintainer history
- Missing repository link
Per-check LLM notes
- Network: The network call pattern suggests legitimate HTTP/HTTPS communication, possibly for API interactions or service requests.
- Shell: No shell execution patterns detected.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows several red flags including a missing repository and sparse maintainer history, suggesting potential risk.
Package Quality Overall: Low (4.2/10)
Partial test coverage signals detected
2 test file(s) detected (e.g. test_imports.py)
Some documentation present
Detailed PyPI description (14807 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Classifier: Typing :: Typed39 type-annotated function signatures detected in source
Could not retrieve contributor data from GitHub
GitHub API error: 404
Heuristic Checks
Found 1 network call pattern(s)
ders) self._client = httpx.AsyncClient( headers=final_headers, timeout=(tim
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Repository not found (deleted or private)
Repository not found (deleted or private)
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor 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
Create a microservices-based application using Python that manages a simple inventory system. This application will consist of two services: a 'Product Service' which stores product information, and a 'Stock Service' which tracks stock levels for each product. Both services will communicate with each other using the 'apirify-package-communication' package for synchronous inter-service communication. Your goal is to demonstrate how these services interact and share data seamlessly. ### Features: 1. **Product Service** - Ability to add new products with unique IDs, names, descriptions, and initial stock levels. - Retrieve product details by ID. 2. **Stock Service** - Update stock levels when a product is added. - Notify the Product Service about stock updates (e.g., restock, out-of-stock). 3. **Synchronous Communication** - Implement functions within both services to send and receive messages using 'apirify-package-communication'. Ensure that any changes in one service trigger appropriate actions in the other. 4. **User Interface** - Develop a basic web interface using Flask or a similar framework to allow users to interact with the services (add products, check stock levels). 5. **Logging and Monitoring** - Include logging mechanisms to track service interactions and errors. 6. **Testing** - Write unit tests for critical functionalities to ensure reliability. ### Steps: 1. Set up your development environment with necessary dependencies including 'apirify-package-communication'. 2. Design and implement the Product Service, ensuring it can handle CRUD operations on products. 3. Similarly, design and implement the Stock Service to manage stock levels and communicate with the Product Service. 4. Integrate 'apirify-package-communication' into both services to facilitate synchronous communication. 5. Create a simple web UI allowing users to add new products and view stock levels. 6. Add logging and error handling to monitor service interactions and detect issues early. 7. Test the application thoroughly, focusing on edge cases like adding a duplicate product or updating non-existent stock levels. 8. Document your implementation process and key decisions made during development.
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