anyformat

v0.6.0 safe
4.0
Medium Risk

Python SDK for the AnyFormat API

🤖 AI Analysis

Final verdict: SAFE

The package has low risk scores across all categories except metadata, where it shows signs of low maintenance. However, this alone does not indicate malicious intent.

  • Low network risk
  • No shell or obfuscation risks
  • No credential risks
  • Potential low maintenance
Per-check LLM notes
  • Network: The presence of HTTP/HTTPS client initialization suggests the package might be designed to perform network requests, which is not inherently suspicious but should be reviewed for legitimacy.
  • Shell: No shell execution patterns were detected, indicating no immediate risk related to command execution.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows signs of low maintenance and effort, which could indicate potential risks but does not conclusively point to malicious intent.

📦 Package Quality Overall: Low (3.8/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (9429 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 81 type-annotated function signatures detected in source
○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

⚠ Outbound Network Calls score 3.0

Found 2 network call pattern(s)

  • rip("/") self._http = httpx.Client(transport=transport, timeout=timeout) def _send(self, r
  • rip("/") self._http = httpx.AsyncClient(transport=transport, timeout=timeout) async def _send(s
✓ 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: anyformat.ai>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
  • Package has no PyPI classifiers (low effort / metadata quality)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with anyformat 
Create a command-line utility called 'FormatMaster' using Python and the 'anyformat' package. This utility will allow users to convert various types of data into different formats such as CSV, JSON, XML, and more. The main goal is to streamline the process of converting structured data from one format to another, making it easier for developers and data analysts to work with diverse data sources.

### Features:
1. **User Input:** Users should be able to input their data either directly through the command line or by specifying a file path.
2. **Output Format Selection:** Provide options for users to choose which format they want their data converted to (CSV, JSON, XML, etc.).
3. **Data Preview:** Before conversion, display a preview of the data in its original format for verification purposes.
4. **Conversion Process:** Use the 'anyformat' package to handle the conversion process efficiently. Ensure that the utility supports all formats supported by the 'anyformat' package.
5. **Error Handling:** Implement robust error handling to manage issues like invalid input, unsupported formats, and file read/write errors.
6. **Logging:** Include logging functionality to record each conversion operation along with timestamps and status (success/failure).
7. **Help Documentation:** Provide comprehensive help documentation within the utility itself, explaining how to use each feature and common troubleshooting tips.

### Utilization of 'anyformat':
- The 'anyformat' package will be primarily used to perform the actual conversion of data between formats. It should handle the complexities of parsing and formatting data according to the specified output format, ensuring accuracy and efficiency.
- Leverage the 'anyformat' package's capabilities to support a wide range of input and output formats, enhancing the utility's versatility.
- Use the package's advanced features, if available, to optimize performance and reduce processing time for large datasets.

💬 Discussion Feed

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