aws-resource-validator-dynamodbstreams

v2.0.3 suspicious
4.0
Medium Risk

Pydantic v2 models for AWS dynamodbstreams, shipped as a PEP 420 namespace extension of aws-resource-validator.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows no immediate signs of malicious activity such as network calls, shell execution, or credential harvesting. However, the metadata risk score is elevated due to the author's new or inactive account and lack of proper identification, raising suspicion about potential supply-chain risks.

  • No network calls detected
  • Author has a new or inactive account
Per-check LLM notes
  • Network: No network calls detected, which is unusual but not necessarily indicative of malicious activity; it depends on the package's intended functionality.
  • Shell: No shell execution patterns detected, indicating no direct system command execution, which is safe.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
  • Credentials: No credential harvesting patterns detected, suggesting safe handling of sensitive information.
  • Metadata: The author has a new or inactive account and lacks a proper name, which may indicate a lack of accountability.

📦 Package Quality Overall: Low (3.8/10)

○ Low Test Suite 1.0

No test suite detected

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

Some documentation present

  • Brief PyPI description (324 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
○ Low Type Annotations 1.0

No type annotations detected

  • No type annotations, py.typed marker, or stub files detected
✦ High Multiple Contributors 8.0

Active multi-contributor project

  • 4 unique contributor(s) across 75 commits in CoreOxide/aws_resource_validator
  • Small but multi-author team (3–4 contributors)

🔬 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: gmail.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository CoreOxide/aws_resource_validator appears legitimate

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" 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 aws-resource-validator-dynamodbstreams 
Create a real-time monitoring tool for DynamoDB streams using the 'aws-resource-validator-dynamodbstreams' package. This tool will allow users to monitor changes in their DynamoDB tables in real time, providing insights into when items are added, updated, or deleted. The application should be designed to be user-friendly and efficient, offering features such as filtering changes based on specific keys or attributes, visualizing changes over time, and sending alerts via email or SMS for critical operations.

Steps to develop the application:
1. Set up a DynamoDB table and enable DynamoDB Streams for it.
2. Use the 'aws-resource-validator-dynamodbstreams' package to validate the structure of the stream data received from DynamoDB, ensuring that all incoming data adheres to the expected schema defined by the package.
3. Implement a listener that continuously polls the DynamoDB Stream for new records.
4. Process each record to extract relevant information about the change (e.g., key, attribute name, old/new values).
5. Integrate a feature to filter changes based on user-defined criteria, such as specific keys or attribute names.
6. Provide a simple GUI or CLI interface where users can view recent changes, filter results, and configure alert settings.
7. Implement an alerting system that sends notifications via email or SMS for significant events (e.g., deletion of important records).
8. Optionally, add a feature to visualize changes over time, allowing users to see trends or patterns in the data.

How to utilize 'aws-resource-validator-dynamodbstreams':
- Import the necessary models from the package to validate the incoming stream records.
- Use these models to parse and validate the stream records, ensuring that the data conforms to the expected schema.
- Leverage the validation process to ensure data integrity and consistency, which is crucial for real-time applications.

💬 Discussion Feed

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