AI Analysis
The package shows minimal signs of malicious activity, with no shell execution, obfuscation, or credential harvesting. The network calls appear legitimate for interacting with AWS.
- Low network risk
- Single package from author
- Legitimate AWS interaction
Per-check LLM notes
- Network: The network call patterns indicate normal behavior for a package interacting with external services like AWS and Okta, suggesting legitimate API interactions.
- Shell: No shell execution patterns detected, indicating low risk of executing arbitrary commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The author has only one package on PyPI which may indicate a new or less active maintainer, but no other suspicious flags were detected.
Package Quality Overall: Medium (6.0/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Documentation URL: "Documentation" -> https://github.com/awslabs/aws-advanced-python-wrapper/docs/Detailed PyPI description (27807 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
678 type-annotated function signatures detected in source
Active multi-contributor project
4 unique contributor(s) across 100 commits in awslabs/aws-advanced-python-wrapperSmall but multi-author team (3–4 contributors)
Heuristic Checks
Found 4 network call pattern(s)
validate_url(url) r = requests.get(url, verify=WrapperProperties.SSL_Svalidate_url(uri) r = requests.post(uri, data=urlencode(parameters), vtry: r = requests.post(session_token_endpoint, headerionUrl", uri) r = requests.get(uri, params={OktaCredentialsPro
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://img.shields.io/pypi/v/aws-advanced-python-wrapper.svg?label=aws-advanced-
Repository awslabs/aws-advanced-python-wrapper appears legitimate
1 maintainer concern(s) found
Author "Amazon Web Services" 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 fully-functional mini-application named 'CloudStorageManager' that leverages the 'aws-advanced-python-wrapper' package to manage AWS S3 buckets and objects efficiently. This application will serve as a user-friendly interface for uploading, downloading, listing, and deleting files from an S3 bucket. Additionally, it will include advanced features such as version control for objects, lifecycle management, and integration with AWS CloudWatch for logging purposes. Step-by-step requirements: 1. Initialize the application by setting up necessary configurations including AWS credentials and specifying the target S3 bucket. 2. Implement a function to upload files to the specified S3 bucket. Ensure that the function supports multipart uploads for large files and allows users to enable/disable object versioning. 3. Develop a feature to list all objects within the bucket, displaying their names, sizes, last modified dates, and current versions if versioning is enabled. 4. Create functionality to download files from the bucket. Users should be able to specify which version of the file they wish to download if versioning is active. 5. Add a delete function that allows users to remove single or multiple files, optionally preserving previous versions. 6. Integrate AWS CloudWatch for logging all operations performed through the application, providing a history of actions taken. 7. Implement lifecycle management rules directly from the application, allowing users to set policies for object deletion based on age or storage class. 8. Ensure the application is well-documented, including setup instructions, configuration details, and usage examples. Utilize the 'aws-advanced-python-wrapper' package throughout the development process to handle complex interactions with AWS services more easily and securely.
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