SQLite to PostgreSQL Migration and API Development
Description
The goal of this project is to migrate an existing SQLite database to PostgreSQL and build a FastAPI-based application to provide API endpoints for interacting with the data. The project involves data migration, API development, and deployment to a production-ready environment.
Subtasks
[x] 1. Migrate SQLite Database to PostgreSQL
Analyze the Database Schema
Understand the structure of the SQLite database, including tables, relationships, indexes, and constraints.
Export SQLite Schema and Data
Use tools like sqlite3 or sqlalchemy to export the schema and data from SQLite. Ensure that the schema is compatible with PostgreSQL syntax.
Transform Schema for PostgreSQL
Modify the schema to align with PostgreSQL-specific features and data types. Address any incompatibilities.
Import Data into PostgreSQL
Use tools like pgloader or custom scripts to load the data into PostgreSQL, table by table. Verify the integrity and consistency of the migrated data.
Validate the Migration
Compare the data between the SQLite and PostgreSQL databases to ensure accuracy. Perform checks for row counts, primary keys, and constraints.
[x] 2. Create FastAPI Endpoints
Set Up the FastAPI Project
Initialize a FastAPI project structure.
Configure the PostgreSQL database connection using an ORM like SQLAlchemy or Tortoise ORM.
Define Models and Schema
Create database models using an ORM to map the PostgreSQL tables.
Define Pydantic models for request and response validation.
Build CRUD Endpoints
Develop endpoints to perform Create, Read, Update, and Delete operations for each table in the database.
Include filtering, pagination, and sorting where appropriate.
Test the API Locally
Use tools like Postman or Swagger UI (integrated into FastAPI) to test each endpoint.
Write unit tests and integration tests to validate functionality.
[x] 3. Deploy the FastAPI Application
Prepare the Deployment Environment
Set up a production-ready environment (e.g., Docker container, virtual machine, or managed cloud service).
Configure PostgreSQL in the target environment.
Deploy with Docker (Optional)
Create a Dockerfile for the FastAPI application.
Use docker-compose to deploy the application along with the PostgreSQL database.
Configure Server Settings
Set up environment variables for sensitive information like database credentials.
Use a web server (e.g., Nginx or Gunicorn) to serve the FastAPI application.
Test the Deployed API
Test the API in the production environment to ensure reliability and performance.
SQLite to PostgreSQL Migration and API Development
Description
The goal of this project is to migrate an existing SQLite database to PostgreSQL and build a FastAPI-based application to provide API endpoints for interacting with the data. The project involves data migration, API development, and deployment to a production-ready environment.
Subtasks
[x] 1. Migrate SQLite Database to PostgreSQL
Analyze the Database Schema
Export SQLite Schema and Data
sqlite3
orsqlalchemy
to export the schema and data from SQLite. Ensure that the schema is compatible with PostgreSQL syntax.Transform Schema for PostgreSQL
Import Data into PostgreSQL
pgloader
or custom scripts to load the data into PostgreSQL, table by table. Verify the integrity and consistency of the migrated data.Validate the Migration
[x] 2. Create FastAPI Endpoints
Set Up the FastAPI Project
Define Models and Schema
Build CRUD Endpoints
Test the API Locally
[x] 3. Deploy the FastAPI Application
Prepare the Deployment Environment
Deploy with Docker (Optional)
Dockerfile
for the FastAPI application.docker-compose
to deploy the application along with the PostgreSQL database.Configure Server Settings
Test the Deployed API
Deliverables