prism-py

prism-py

Overview

prism-py is a Python library for automatic API generation from database schemas. It creates a complete REST API that mirrors your database structure, handling tables, views, functions, and procedures with proper type safety and validation.

Built on top of FastAPI, prism-py eliminates boilerplate code and provides a comprehensive type system for API development, allowing you to focus on business logic instead of API structure.

Note: This library is part of the Prism ecosystem, which includes prism-ts, a TypeScript client library that consumes prism-py APIs with full type safety.

Key Features

• Automatic Route Generation: Create CRUD endpoints for tables, views, functions, and procedures
• Composite Primary Keys: Full support for tables with multi-column primary keys.
• String Length Validation: Automatic server-side validation based on database schema (e.g., VARCHAR(50)).
• Type Safety: Full type handling with proper conversions between SQL and Python types
• Database Independence: Support for PostgreSQL, MySQL, and SQLite
• Schema-Based Organization: Routes organized by database schemas for clean API structure
• Enhanced Filtering: Sorting, pagination, and complex query support
• Metadata API: Explore your database structure programmatically
• Health Monitoring: Built-in health check endpoints
• Zero Boilerplate: Generate complete APIs with minimal code

Installation

pip install prism-py

Quick Start

Here's a minimal example to get you started:

from fastapi import FastAPI
from prism import ApiPrism, PrismConfig, DbClient, DbConfig, PoolConfig, ModelManager

# Initialize FastAPI app
app = FastAPI()

# Configure database connection
db_client = DbClient(
    config=DbConfig(
        db_type="postgresql",
        driver_type="sync",
        database="yourdb",
        user="username",
        password="password",
        host="localhost",
        port=5432,
        pool_config=PoolConfig(
            pool_size=5,
            max_overflow=10,
            pool_pre_ping=True
        )
    )
)

# Create model manager with selected schemas
model_manager = ModelManager(
    db_client=db_client,
    include_schemas=["public", "app"]
)

# Initialize API generator
api_prism = ApiPrism(
    config=PrismConfig(
        project_name="My API",
        version="1.0.0",
        description="Auto-generated API for my database"
    ),
    app=app
)

# Generate all routes
api_prism.generate_all_routes(model_manager)

# Print welcome message with API documentation link
api_prism.print_welcome(db_client)

Generated Routes

prism-py automatically creates the following types of routes:

Table Routes

• POST /{schema}/{table} - Create a record
• GET /{schema}/{table} - Read records with filtering
• PUT /{schema}/{table} - Update records
• DELETE /{schema}/{table} - Delete records

View Routes

• GET /{schema}/{view} - Read from view with optional filtering

Function/Procedure Routes

• POST /{schema}/fn/{function} - Execute database function
• POST /{schema}/proc/{procedure} - Execute stored procedure

Metadata Routes

• GET /dt/schemas - List all database schemas and structure
• GET /dt/{schema}/tables - List all tables in a schema
• GET /dt/{schema}/views - List all views in a schema
• GET /dt/{schema}/functions - List all functions in a schema
• GET /dt/{schema}/procedures - List all procedures in a schema

Health Routes

• GET /health - Get API health status
• GET /health/ping - Basic connectivity check
• GET /health/cache - Check metadata cache status
• POST /health/clear-cache - Clear and reload metadata cache

Usage Examples

See the examples directory for complete sample applications:

• Hub Example: Shows complex database integration with multiple schemas
• Basic Example: Demonstrates essential setup and configuration

The Prism Ecosystem

prism-py is part of the Prism ecosystem, designed to create a seamless bridge between your database and type-safe client applications:

• prism-py (Python): Server-side library for automatic API generation
• prism-ts (TypeScript, formerly ts-prism): Client-side library for consuming prism-py APIs with full type safety

Together, these libraries enable end-to-end type safety and eliminate boilerplate code across your full stack.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.