MySQL database adapter for Datus
Project description
datus-mysql
MySQL database adapter for Datus.
Installation
pip install datus-mysql
This will automatically install the required dependencies:
datus-agentdatus-sqlalchemypymysql
Usage
The adapter is automatically registered with Datus when installed. Configure your database connection in your Datus configuration:
database:
type: mysql
host: localhost
port: 3306
username: root
password: your_password
database: your_database
Or use programmatically:
from datus_mysql import MySQLConnector, MySQLConfig
# Using config object
config = MySQLConfig(
host="localhost",
port=3306,
username="root",
password="your_password",
database="mydb"
)
connector = MySQLConnector(config)
# Or using dict
connector = MySQLConnector({
"host": "localhost",
"port": 3306,
"username": "root",
"password": "your_password",
"database": "mydb"
})
# Test connection
connector.test_connection()
# Execute query
result = connector.execute({"sql_query": "SELECT * FROM users LIMIT 10"})
print(result.sql_return)
# Get table list
tables = connector.get_tables(database_name="mydb")
print(f"Tables: {tables}")
# Get table schema
schema = connector.get_schema(database_name="mydb", table_name="users")
for column in schema:
print(f"{column['name']}: {column['type']}")
Features
- Full CRUD operations (SELECT, INSERT, UPDATE, DELETE)
- DDL execution (CREATE, ALTER, DROP)
- Metadata retrieval (tables, views, schemas)
- Sample data extraction
- Multiple result formats (pandas, arrow, csv, list)
- Connection pooling and management
- Comprehensive error handling
Testing
Quick Start
# Unit tests (no database required)
cd datus-mysql
uv run pytest tests/unit/ -v
# All tests with coverage
uv run pytest tests/ -v --cov=datus_mysql --cov-report=term-missing
Integration Tests (Requires MySQL)
# Start MySQL container
cd datus-mysql
docker compose up -d
# Run integration tests
uv run pytest tests/integration/ -m integration -v
# Run TPC-H tests only
uv run pytest tests/integration/test_tpch.py -m integration -v
# Run all acceptance tests (unit + integration)
uv run pytest tests/ -m acceptance -v
# Stop MySQL
docker compose down
TPC-H Test Data
The integration tests include TPC-H benchmark data for comprehensive testing:
| Table | Rows | Description |
|---|---|---|
tpch_region |
5 | Standard TPC-H regions |
tpch_nation |
25 | Standard TPC-H nations |
tpch_customer |
10 | Simplified customer data |
tpch_orders |
15 | Simplified order data |
tpch_supplier |
5 | Simplified supplier data |
The tpch_setup fixture (session-scoped) automatically creates tables, inserts data, and cleans up after tests complete.
Initialize TPC-H Data Manually
You can also initialize TPC-H data manually using the provided script:
cd datus-mysql
# Using defaults (from docker-compose.yml)
uv run python scripts/init_tpch_data.py
# With custom connection
uv run python scripts/init_tpch_data.py --host localhost --port 3306 --username test_user --password test_password
# Drop existing tables first (clean re-init)
uv run python scripts/init_tpch_data.py --drop
Test Statistics
- Unit Tests: 50 tests (config, connector, identifiers)
- Integration Tests: 31 tests (20 functional + 11 TPC-H)
- Acceptance Tests: 23 marked tests (subset of unit + integration)
- Total: 81 tests
Test Markers
| Marker | Description |
|---|---|
integration |
Requires a running MySQL instance |
acceptance |
Core functionality tests (subset of unit + integration) |
Code Structure
datus-mysql/
├── datus_mysql/
│ ├── __init__.py # Package exports
│ ├── config.py # MySQLConfig model
│ └── connector.py # MySQLConnector implementation
├── tests/
│ ├── unit/
│ │ └── ... # Unit tests (no database required)
│ └── integration/
│ ├── conftest.py # Fixtures (config, connector, tpch_setup)
│ ├── test_integration.py # Core integration tests
│ └── test_tpch.py # TPC-H benchmark tests
├── scripts/
│ └── init_tpch_data.py # Manual TPC-H data initialization
├── docker-compose.yml # MySQL 8.0 test container
├── pyproject.toml
└── README.md
Development
Setup
# Install dependencies
uv sync
# Install in editable mode
uv pip install -e .
Running Tests
# Fast unit tests
uv run pytest tests/unit/ -v
# With coverage
uv run pytest tests/ --cov=datus_mysql --cov-report=html
open htmlcov/index.html
Code Quality
# Format code
black datus_mysql tests
isort datus_mysql tests
# Lint
ruff check datus_mysql tests
flake8 datus_mysql tests
Requirements
- Python >= 3.12
- MySQL >= 5.7 or MariaDB >= 10.2
- datus-agent >= 0.3.0
- datus-sqlalchemy >= 0.1.0
- pymysql >= 1.0.0
License
Apache License 2.0
Project details
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