atoti-client-storage-aws

v0.9.15 safe
2.0
Low Risk

Code to load data from AWS S3 cloud storage

🤖 AI Analysis

Final verdict: SAFE

The package shows low risk across all assessed categories, with no indications of malicious activity. The metadata risk is slightly elevated due to the author's single package, but overall, the package appears safe.

  • Low network and shell risks
  • No signs of obfuscation or credential harvesting
Per-check LLM notes
  • Network: Expected minimal network calls for AWS storage interactions.
  • Shell: No shell execution is expected for this type of package.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
  • Credentials: No credential harvesting patterns detected, suggesting secure handling of secrets.
  • Metadata: The author has only one package, which might indicate a new or less active account, but no other suspicious activities were flagged.

📦 Package Quality Overall: Low (4.2/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Documentation URL: "Documentation" -> https://docs.activeviam.com/products/atoti/python-sdk/0.9.15
○ 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

  • Classifier: Typing :: Typed
◈ Medium Multiple Contributors 6.0

Limited contributor diversity

  • 2 unique contributor(s) across 100 commits in atoti/atoti
  • Two distinct contributors found

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ 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: activeviam.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository atoti/atoti appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "ActiveViam" 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 atoti-client-storage-aws 
Develop a fully functional mini-application that integrates data from AWS S3 using the 'atoti-client-storage-aws' package. Your application should allow users to authenticate with their AWS credentials, browse their S3 buckets, select a specific file, and load it into a local pandas DataFrame for further analysis. Additionally, the application should include features such as:

1. User-friendly interface for inputting AWS access keys and secret keys securely.
2. Ability to display a list of available S3 buckets and their contents.
3. Option to filter files by file type (e.g., CSV, Parquet).
4. Support for error handling and informative messages during the process.
5. Capability to save the loaded DataFrame locally in various formats (CSV, Excel, etc.).
6. Optional: Implement basic data visualization using matplotlib or seaborn based on the loaded DataFrame.

The 'atoti-client-storage-aws' package will be primarily used to handle the connection to AWS S3 and the downloading of selected files. Ensure your application is well-documented and includes comments explaining the use of 'atoti-client-storage-aws' functions.

💬 Discussion Feed

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