AI Analysis
The package shows no signs of malicious activities such as network calls, shell executions, or credential harvesting. The metadata suggests it might be from a new or less active maintainer, but there are no other red flags.
- No network calls detected
- Maintainer has only one package
Per-check LLM notes
- Network: No network calls detected, which is unusual but not necessarily indicative of malicious activity without further context.
- Shell: No shell execution patterns detected, indicating the package does not execute external commands, reducing immediate risk.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package, suggesting it may be a new or less active account, but no other red flags are present.
Package Quality Overall: Medium (5.0/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Documentation URL: "Documentation" -> https://docs.airbyte.com/integrations/sources/google-driveBrief PyPI description (466 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
19 type-annotated function signatures detected in source
Active multi-contributor project
14 unique contributor(s) across 100 commits in airbytehq/airbyteActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: airbyte.io
All external links appear legitimate
Repository airbytehq/airbyte appears legitimate
1 maintainer concern(s) found
Author "Airbyte" 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 data extraction and transformation tool called 'GoogleDriveExtractor' that leverages the 'airbyte-source-google-drive' package to fetch data from Google Drive. Your task is to develop a command-line interface (CLI) application that allows users to authenticate with their Google account, select specific files or folders from Google Drive, extract metadata and content, and transform the extracted data into a structured format like CSV or JSON. Here are the key steps and features your application should include: 1. **Authentication**: Implement OAuth2 authentication flow to securely allow users to grant access to their Google Drive accounts. 2. **File/Folder Selection**: Allow users to specify which files or folders they want to extract data from, either by name or ID. 3. **Data Extraction**: Use the 'airbyte-source-google-drive' package to connect to Google Drive and retrieve file metadata and contents. 4. **Transformation**: Provide options to transform the retrieved data into structured formats such as CSV or JSON. 5. **Output Options**: Enable users to choose where the transformed data will be saved, whether it's locally on the user's machine or uploaded to another cloud storage service. 6. **Logging & Error Handling**: Ensure that your application logs actions taken and any errors encountered during the process for debugging purposes. 7. **User Interface**: Design a clean and intuitive CLI for interacting with the application. 8. **Documentation**: Write comprehensive documentation explaining how to install and use the tool, including setup instructions for OAuth2 credentials. Your goal is to create a robust, user-friendly tool that simplifies the process of extracting and transforming data from Google Drive, making it accessible even to those without extensive technical expertise.