amsdal-glue

v0.1.7 safe
3.0
Low Risk

AMSDAL Glue is a Python interface providing high-level abstraction for interacting with multiple databases simultaneously, simplifying the development and maintenance process.

🤖 AI Analysis

Final verdict: SAFE

The package shows no signs of malicious activity such as network calls, shell execution, or obfuscation. The primary concern lies in the metadata risk due to the maintainer's new or inactive account.

  • No network calls detected.
  • Maintainer has a new or inactive account.
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external API interactions.
  • Shell: No shell execution patterns detected, indicating no direct system command execution from the package.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has a new or inactive account and lacks a proper author name, which may indicate low credibility but does not necessarily imply malicious intent.

📦 Package Quality Overall: Medium (7.0/10)

✦ High Test Suite 9.0

Test suite present — 19 test file(s) found

  • Test runner config found: pyproject.toml
  • 19 test file(s) detected (e.g. test_polars_final_executor_negation.py)
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://github.com/amsdal/amsdal-glue?tab=readme-ov-file#ams
  • Brief PyPI description (536 chars)
○ 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

  • 160 type-annotated function signatures detected in source
✦ High Multiple Contributors 10.0

Active multi-contributor project

  • 5 unique contributor(s) across 100 commits in amsdal/amsdal-glue
  • Active community — 5 or more distinct 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

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository amsdal/amsdal-glue 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 amsdal-glue 
Create a fully functional mini-application named 'DatabaseSyncer' using the 'amsdal-glue' Python package. This application will serve as a synchronization tool between two different databases, allowing users to easily transfer data from one database to another while maintaining data integrity. The primary goal of DatabaseSyncer is to streamline the process of database management and ensure consistency across multiple databases.

Step-by-Step Instructions:
1. Setup: Install the required packages including 'amsdal-glue'. Ensure your environment is ready for database operations.
2. Configuration: Allow users to configure their databases (source and destination) through a configuration file or command-line arguments. This includes specifying the type of databases, connection strings, and any necessary authentication details.
3. Data Extraction: Use 'amsdal-glue' to extract data from the source database. Implement functionality to query specific tables or schemas based on user input.
4. Data Transformation: Provide options to transform the extracted data before insertion into the destination database. This could include renaming columns, filtering records, or modifying data types.
5. Data Insertion: Utilize 'amsdal-glue' to insert the transformed data into the destination database. Ensure that the application handles conflicts (such as duplicate keys) gracefully.
6. Logging & Error Handling: Implement logging for all operations performed by the application, including errors and warnings. This will help in debugging and monitoring the synchronization process.
7. User Interface: Develop a simple command-line interface for interacting with the application. Commands should include starting the synchronization process, viewing logs, and checking status.
8. Testing: Write tests to verify that data is correctly transferred from the source to the destination database under various conditions.

Suggested Features:
- Support for multiple database types (e.g., MySQL, PostgreSQL, SQLite).
- Ability to synchronize data incrementally (only new or modified records).
- Schedule synchronization tasks at regular intervals using a cron job or similar scheduler.
- Provide real-time progress updates during synchronization.
- Allow users to define complex transformation rules using a visual editor or scripting language.

How 'amsdal-glue' is Utilized:
- 'amsdal-glue' simplifies interaction with multiple databases by abstracting away the complexities of connecting and querying different database systems. It provides a unified API for common database operations, making it easier to write database-agnostic code. In this project, 'amsdal-glue' will be used to establish connections to both the source and destination databases, execute queries, and handle data transformations efficiently.