managed-databases
DigitalOcean Managed Database provisioning and connection patterns
What this skill does
# Managed Databases Skill
## PostgreSQL
### Provisioning
```bash
# Create production cluster
doctl databases create prod-pg \
--engine pg \
--version 16 \
--region nyc1 \
--size db-s-2vcpu-4gb \
--num-nodes 2 \
--private-network-uuid <vpc-id>
```
### Connection Patterns
**Node.js (pg):**
```typescript
import { Pool } from 'pg';
const pool = new Pool({
connectionString: process.env.DATABASE_URL,
ssl: {
rejectUnauthorized: true,
ca: process.env.DATABASE_CA_CERT,
},
max: 20,
idleTimeoutMillis: 30000,
connectionTimeoutMillis: 2000,
});
// Query
const { rows } = await pool.query('SELECT * FROM users WHERE id = $1', [id]);
// Transaction
const client = await pool.connect();
try {
await client.query('BEGIN');
await client.query('INSERT INTO users(name) VALUES($1)', ['John']);
await client.query('COMMIT');
} catch (e) {
await client.query('ROLLBACK');
throw e;
} finally {
client.release();
}
```
**Python (psycopg2):**
```python
import psycopg2
from psycopg2.extras import RealDictCursor
conn = psycopg2.connect(
os.environ['DATABASE_URL'],
sslmode='require',
sslrootcert='ca-certificate.crt',
cursor_factory=RealDictCursor
)
with conn.cursor() as cur:
cur.execute("SELECT * FROM users WHERE id = %s", (user_id,))
user = cur.fetchone()
```
**Prisma:**
```prisma
datasource db {
provider = "postgresql"
url = env("DATABASE_URL")
}
```
**Drizzle:**
```typescript
import { drizzle } from 'drizzle-orm/node-postgres';
import { Pool } from 'pg';
const pool = new Pool({
connectionString: process.env.DATABASE_URL,
ssl: { rejectUnauthorized: true },
});
export const db = drizzle(pool);
```
### Connection Pooling
```bash
# Create connection pool
doctl databases pool create <cluster-id> app-pool \
--db myapp_production \
--user app_user \
--mode transaction \
--size 25
```
## Redis/Valkey
### Provisioning
```bash
doctl databases create prod-cache \
--engine valkey \
--version 7 \
--region nyc1 \
--size db-s-1vcpu-2gb \
--num-nodes 1
```
### Connection Patterns
**Node.js (ioredis):**
```typescript
import Redis from 'ioredis';
const redis = new Redis(process.env.REDIS_URL, {
tls: { rejectUnauthorized: true },
maxRetriesPerRequest: 3,
retryDelayOnFailover: 100,
});
// String operations
await redis.set('key', 'value', 'EX', 3600);
const value = await redis.get('key');
// Hash operations
await redis.hset('user:1', { name: 'John', email: '[email protected]' });
const user = await redis.hgetall('user:1');
// Pub/Sub
redis.subscribe('events');
redis.on('message', (channel, message) => {
console.log(channel, message);
});
// Caching pattern
async function getCached<T>(
key: string,
fetcher: () => Promise<T>,
ttl = 3600
): Promise<T> {
const cached = await redis.get(key);
if (cached) return JSON.parse(cached);
const data = await fetcher();
await redis.set(key, JSON.stringify(data), 'EX', ttl);
return data;
}
```
**Python (redis-py):**
```python
import redis
r = redis.Redis.from_url(
os.environ['REDIS_URL'],
ssl_cert_reqs='required',
decode_responses=True
)
r.set('key', 'value', ex=3600)
value = r.get('key')
```
## MongoDB
### Provisioning
```bash
doctl databases create prod-mongo \
--engine mongodb \
--version 7 \
--region nyc1 \
--size db-s-2vcpu-4gb \
--num-nodes 3
```
### Connection Patterns
**Node.js:**
```typescript
import { MongoClient } from 'mongodb';
const client = new MongoClient(process.env.MONGODB_URL, {
tls: true,
tlsCAFile: 'ca-certificate.crt',
});
await client.connect();
const db = client.db('myapp');
const users = db.collection('users');
// CRUD
await users.insertOne({ name: 'John', email: '[email protected]' });
const user = await users.findOne({ email: '[email protected]' });
await users.updateOne({ _id: user._id }, { $set: { name: 'Jane' } });
await users.deleteOne({ _id: user._id });
// Aggregation
const results = await users
.aggregate([
{ $match: { status: 'active' } },
{ $group: { _id: '$role', count: { $sum: 1 } } },
])
.toArray();
```
## MySQL
### Provisioning
```bash
doctl databases create prod-mysql \
--engine mysql \
--version 8 \
--region nyc1 \
--size db-s-2vcpu-4gb \
--num-nodes 2
```
### Connection Patterns
**Node.js (mysql2):**
```typescript
import mysql from 'mysql2/promise';
const pool = mysql.createPool({
uri: process.env.DATABASE_URL,
ssl: { ca: process.env.DATABASE_CA_CERT },
waitForConnections: true,
connectionLimit: 10,
});
const [rows] = await pool.execute('SELECT * FROM users WHERE id = ?', [id]);
```
## Kafka
### Provisioning
```bash
doctl databases create prod-kafka \
--engine kafka \
--version 3.6 \
--region nyc1 \
--size db-s-2vcpu-4gb \
--num-nodes 3
```
### Connection Patterns
**Node.js (kafkajs):**
```typescript
import { Kafka } from 'kafkajs';
const kafka = new Kafka({
clientId: 'my-app',
brokers: [process.env.KAFKA_BROKER],
ssl: { ca: [process.env.KAFKA_CA_CERT] },
sasl: {
mechanism: 'scram-sha-256',
username: process.env.KAFKA_USERNAME,
password: process.env.KAFKA_PASSWORD,
},
});
// Producer
const producer = kafka.producer();
await producer.connect();
await producer.send({
topic: 'events',
messages: [
{ key: 'key', value: JSON.stringify({ type: 'user.created', data: {} }) },
],
});
// Consumer
const consumer = kafka.consumer({ groupId: 'my-group' });
await consumer.connect();
await consumer.subscribe({ topic: 'events', fromBeginning: true });
await consumer.run({
eachMessage: async ({ topic, partition, message }) => {
console.log(JSON.parse(message.value.toString()));
},
});
```
## Database Sizing Guide
| Use Case | PostgreSQL | Redis | MongoDB |
| ----------------- | --------------- | -------------- | --------------- |
| Development | db-s-1vcpu-1gb | db-s-1vcpu-1gb | db-s-1vcpu-1gb |
| Small Production | db-s-2vcpu-4gb | db-s-1vcpu-2gb | db-s-2vcpu-4gb |
| Medium Production | db-s-4vcpu-8gb | db-s-2vcpu-4gb | db-s-4vcpu-8gb |
| High Traffic | db-s-8vcpu-16gb | db-s-4vcpu-8gb | db-s-8vcpu-16gb |
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