abstract-apis

v0.0.1.151 safe
3.0
Low Risk

The `abstract_apis` module is designed to facilitate HTTP requests in Python applications, particularly those that require handling JSON data, dealing with custom API endpoints, and parsing complex nested JSON responses. The module simplifies request handling by abstracting away common tasks such as header management, URL construction, and response parsing.

🤖 AI Analysis

Final verdict: SAFE

The package abstract-apis appears to serve legitimate purposes without significant risks. It primarily handles HTTP requests and JSON data processing, with minimal detected risks.

  • Network risk is moderate due to HTTP GET request patterns.
  • No signs of obfuscation, shell execution, or credential harvesting.
Per-check LLM notes
  • Network: The network call patterns are somewhat expected as they appear to be performing HTTP GET requests to check the status of URLs, possibly for monitoring or crawling purposes.
  • Shell: No shell execution patterns were detected, indicating low risk for direct system command execution.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity related to code obfuscation.
  • Credentials: No credential harvesting patterns detected, suggesting no immediate risk of secret or sensitive information being stolen.
  • Metadata: The maintainer has only one package, which could indicate a new or less active account, but no other red flags were raised.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 4.5

Found 3 network call pattern(s)

  • rror.""" try: r = requests.get(url, timeout=3) return r.status_code < 500 excep
  • None.""" try: r = requests.get(url, timeout=3) if r.status_code == 200:
  • ue,auth=None): async with aiohttp.ClientSession() as session: values = get_values_js(url=url, data=d
✓ Code Obfuscation

No obfuscation patterns detected

✓ 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: abstractendeavors.com

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository AbstractEndeavors/abstract_ide appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "putkoff" 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 abstract-apis 
Create a mini-application called 'WeatherWise' that fetches and displays weather information from multiple APIs using the 'abstract-apis' package. This application will allow users to input a city name and then retrieve current weather conditions, including temperature, humidity, wind speed, and forecast details for the next few days. Additionally, it should support fetching historical weather data for a specified date range.

### Features:
1. **User Input:** A simple command-line interface where users can enter a city name and optionally select between current weather or historical data.
2. **Multiple API Sources:** Integrate with at least two different weather APIs (such as OpenWeatherMap and WeatherAPI) to ensure redundancy and accuracy of data.
3. **Data Display:** Present the retrieved weather data in a user-friendly format, including icons or symbols for weather conditions.
4. **Error Handling:** Implement robust error handling to manage issues like invalid city names, API failures, and connectivity problems.
5. **Logging:** Use logging to record important events such as successful API calls, errors encountered, and user interactions.
6. **Configuration Management:** Allow users to configure API keys and preferred settings through a configuration file.
7. **Historical Data Retrieval:** Enable users to request historical weather data by specifying a date range.

### Utilizing 'abstract-apis':
- **URL Construction:** Use 'abstract-apis' to dynamically construct API URLs based on the selected service and provided city name.
- **Headers Management:** Configure headers required for authentication and content-type specifications using 'abstract-apis'.
- **Request Handling:** Simplify the process of making HTTP GET requests and handling responses by leveraging 'abstract-apis'.
- **JSON Parsing:** Parse complex nested JSON responses into more accessible data structures for easier manipulation and display.
- **Custom Error Handling:** Implement custom error handling strategies that fit within the framework provided by 'abstract-apis'.
- **Logging Integration:** Integrate logging capabilities seamlessly with 'abstract-apis' to log request outcomes and exceptions.

This project aims to demonstrate the versatility and ease of use of the 'abstract-apis' package while building a practical and engaging application.