data-platform-core

Overview

The data-platform-core project is designed to provide a robust and flexible data platform that supports various database systems and offers a comprehensive set of features for managing data schemas, queries, transactions, and observability.

Project Structure

The project is organized into several packages, each serving a specific purpose:

• packages/core: Contains the core functionalities of the data platform, including schema definitions, query compilation, transaction management, and observability features.
• packages/adapters: Provides adapters for different database systems, allowing seamless integration with PostgreSQL, MongoDB, DynamoDB, and ClickHouse.
• packages/cli: Implements a command-line interface for managing migrations, generating types, and seeding the database.
• packages/orm: Offers an object-relational mapping layer for interacting with the database in a more intuitive way.

Features

• Schema Management: Define and validate schemas for your data models.
• Query Compilation: Compile queries into SQL or NoSQL formats with optimization capabilities.
• Transaction Management: Handle transactions with support for isolation levels and nested transactions.
• Caching: Implement caching strategies to improve performance.
• Observability: Track metrics, implement distributed tracing, and manage structured logging.
• Migration Support: Execute and manage database migrations with version control.

Getting Started

To get started with the project, clone the repository and install the dependencies:

git clone <repository-url>
cd data-platform-core
npm install

Examples

Explore the examples directory for practical implementations, including:

• IoT Ingestion: An example of ingesting IoT data into the platform.
• Multi-Tenant Architecture: A demonstration of how to implement a multi-tenant system.
• Analytics Pipeline: An example of building an analytics pipeline using the data platform.

Contributing

Contributions are welcome! Please submit a pull request or open an issue for any enhancements or bug fixes.

License

This project is licensed under the MIT License. See the LICENSE file for more details.