azure-postgres-ts
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg clien
Install
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Skill manifest
Azure PostgreSQL for TypeScript (node-postgres)
Connect to Azure Database for PostgreSQL Flexible Server using the pg (node-postgres) package with support for password and Microsoft Entra ID (passwordless) authentication.
Installation
npm install pg @azure/identity
npm install -D @types/pg
Environment Variables
# Required
AZURE_POSTGRESQL_HOST=<server>.postgres.database.azure.com
AZURE_POSTGRESQL_DATABASE=<database>
AZURE_POSTGRESQL_PORT=5432
# For password authentication
AZURE_POSTGRESQL_USER=<username>
AZURE_POSTGRESQL_PASSWORD=<password>
# For Entra ID authentication
AZURE_POSTGRESQL_USER=<entra-user>@<server> # e.g., user@contoso.com
AZURE_POSTGRESQL_CLIENTID=<managed-identity-client-id> # For user-assigned identity
AZURE_TOKEN_CREDENTIALS=prod # Required only if DefaultAzureCredential is used in production
Authentication
Option 1: Password Authentication
import { Client, Pool } from "pg";
const client = new Client({
host: process.env.AZURE_POSTGRESQL_HOST,
database: process.env.AZURE_POSTGRESQL_DATABASE,
user: process.env.AZURE_POSTGRESQL_USER,
password: process.env.AZURE_POSTGRESQL_PASSWORD,
port: Number(process.env.AZURE_POSTGRESQL_PORT) || 5432,
ssl: { rejectUnauthorized: true } // Required for Azure
});
await client.connect();
Option 2: Microsoft Entra ID (Passwordless) - Recommended
import { Client, Pool } from "pg";
import { DefaultAzureCredential, ManagedIdentityCredential } from "@azure/identity";
// Local dev: DefaultAzureCredential. Production: set AZURE_TOKEN_CREDENTIALS=prod or AZURE_TOKEN_CREDENTIALS=<specific_credential>
const credential = new DefaultAzureCredential({requiredEnvVars: ["AZURE_TOKEN_CREDENTIALS"]});
// Or use a specific credential directly in production:
// See https://learn.microsoft.com/javascript/api/overview/azure/identity-readme?view=azure-node-latest#credential-classes
// const credential = new ManagedIdentityCredential();
// For user-assigned managed identity
// const credential = new DefaultAzureCredential({
// managedIdentityClientId: process.env.AZURE_POSTGRESQL_CLIENTID
// });
// Acquire access token for Azure PostgreSQL
const tokenResponse = await credential.getToken(
"https://ossrdbms-aad.database.windows.net/.default"
);
const client = new Client({
host: process.env.AZURE_POSTGRESQL_HOST,
database: process.env.AZURE_POSTGRESQL_DATABASE,
user: process.env.AZURE_POSTGRESQL_USER, // Entra ID user
password: tokenResponse.token, // Token as password
port: Number(process.env.AZURE_POSTGRESQL_PORT) || 5432,
ssl: { rejectUnauthorized: true }
});
await client.connect();
Core Workflows
1. Single Client Connection
import { Client } from "pg";
const client = new Client({
host: process.env.AZURE_POSTGRESQL_HOST,
database: process.env.AZURE_POSTGRESQL_DATABASE,
user: process.env.AZURE_POSTGRESQL_USER,
password: process.env.AZURE_POSTGRESQL_PASSWORD,
port: 5432,
ssl: { rejectUnauthorized: true }
});
try {
await client.connect();
const result = await client.query("SELECT NOW() as current_time");
console.log(result.rows[0].current_time);
} finally {
await client.end(); // Always close connection
}
2. Connection Pool (Recommended for Production)
import { Pool } from "pg";
const pool = new Pool({
host: process.env.AZURE_POSTGRESQL_HOST,
database: process.env.AZURE_POSTGRESQL_DATABASE,
user: process.env.AZURE_POSTGRESQL_USER,
password: process.env.AZURE_POSTGRESQL_PASSWORD,
port: 5432,
ssl: { rejectUnauthorized: true },
// Pool configuration
max: 20, // Maximum connections in pool
idleTimeoutMillis: 30000, // Close idle connections after 30s
connectionTimeoutMillis: 10000 // Timeout for new connections
});
// Query using pool (automatically acquires and releases connection)
const result = await pool.query("SELECT * FROM users WHERE id = $1", [userId]);
// Explicit checkout for multiple queries
const client = await pool.connect();
try {
const res1 = await client.query("SELECT * FROM users");
const res2 = await client.query("SELECT * FROM orders");
} finally {
client.release(); // Return connection to pool
}
// Cleanup on shutdown
await pool.end();
3. Parameterized Queries (Prevent SQL Injection)
// ALWAYS use parameterized queries - never concatenate user input
const userId = 123;
const email = "user@example.com";
// Single parameter
const result = await pool.query(
"SELECT * FROM users WHERE id = $1",
[userId]
);
// Multiple parameters
const result = await pool.query(
"INSERT INTO users (email, name, created_at) VALUES ($1, $2, NOW()) RETURNING *",
[email, "John Doe"]
);
// Array parameter
const ids = [1, 2, 3, 4, 5];
const result = await pool.query(
"SELECT * FROM users WHERE id = ANY($1::int[])",
[ids]
);
4. Transactions
const client = await pool.connect();
try {
await client.query("BEGIN");
const userResult = await client.query(
"INSERT INTO users (email) VALUES ($1) RETURNING id",
["user@example.com"]
);
const userId = userResult.rows[0].id;
await client.query(
"INSERT INTO orders (user_id, total) VALUES ($1, $2)",
[userId, 99.99]
);
await client.query("COMMIT");
} catch (error) {
await client.query("ROLLBACK");
throw error;
} finally {
client.release();
}
5. Transaction Helper Function
async function withTransaction<T>(
pool: Pool,
fn: (client: PoolClient) => Promise<T>
): Promise<T> {
const client = await pool.connect();
try {
await client.query("BEGIN");
const result = await fn(client);
await client.query("COMMIT");
return result;
} catch (error) {
await client.query("ROLLBACK");
throw error;
} finally {
client.release();
}
}
// Usage
const order = await withTransaction(pool, async (client) => {
const user = await client.query(
"INSERT INTO users (email) VALUES ($1) RETURNING *",
["user@example.com"]
);
const order = await client.query(
"INSERT INTO orders (user_id, total) VALUES ($1, $2) RETURNING *",
[user.rows[0].id, 99.99]
);
return order.rows[0];
});
6. Typed Queries with TypeScript
import { Pool, QueryResult } from "pg";
interface User {
id: number;
email: string;
name: string;
created_at: Date;
}
// Type the query result
const result: QueryResult<User> = await pool.query<User>(
"SELECT * FROM users WHERE id = $1",
[userId]
);
const user: User | undefined = result.rows[0];
// Type-safe insert
async function createUser(
pool: Pool,
email: string,
name: string
): Promise<User> {
const result = await pool.query<User>(
"INSERT INTO users (email, name) VALUES ($1, $2) RETURNING *",
[email, name]
);
return result.rows[0];
}
Pool with Entra ID Token Refresh
For long-running applications, tokens expire and need refresh:
import { Pool, PoolConfig } from "pg";
import { DefaultAzureCredential, AccessToken } from "@azure/identity";
class AzurePostgresPool {
private pool: Pool | null = null;
private credential: DefaultAzureCredential;
private tokenExpiry: Date | null = null;
private config: Omit<PoolConfig, "password">;
constructor(config: Omit<PoolConfig, "password">) {
this.credential = new DefaultAzureCredential({requiredEnvVars: ["AZURE_TOKEN_CREDENTIALS"]});
this.config = config;
}
private async getToken(): Promise<string> {
const tokenResponse = await this.credential.getToken(
"https://ossrdbms-aad.database.windows.net/.default"
);
this.tokenExpiry = new Date(tokenResponse.expiresOnTimestamp);
return tokenResponse.token;
}
private isTokenExpired(): boolean {
if (!this.tokenExpiry) return true;
// Refresh 5 minutes before expiry
return new Date() >= new Date(this.tokenExpiry.getTime() - 5 * 60 * 1000);
}
async getPool(): Promise<Pool> {
if (this.pool && !this.isTokenExpired()) {
return this.pool;
}
// Close existing pool if token expired
if (this.pool) {
await this.pool.end();
}
const token = await this.getToken();
this.pool = new Pool({
...this.config,
password: token
});
return this.pool;
}
async query<T>(text: string, params?: any[]): Promise<QueryResult<T>> {
const pool = await this.getPool();
return pool.query<T>(text, params);
}
async end(): Promise<void> {
if (this.pool) {
await this.pool.end();
this.pool = null;
}
}
}
// Usage
const azurePool = new AzurePostgresPool({
host: process.env.AZURE_POSTGRESQL_HOST!,
database: process.env.AZURE_POSTGRESQL_DATABASE!,
user: process.env.AZURE_POSTGRESQL_USER!,
port: 5432,
ssl: { rejectUnauthorized: true },
max: 20
});
const result = await azurePool.query("SELECT NOW()");
Error Handling
import { DatabaseError } from "pg";
try {
await pool.query("INSERT INTO users (email) VALUES ($1)", [email]);
} catch (error) {
if (error instanceof DatabaseError) {
switch (error.code) {
case "23505": // unique_violation
console.error("Duplicate entry:", error.detail);
break;
case "23503": // foreign_key_violation
console.error("Foreign key constraint failed:", error.detail);
break;
case "42P01": // undefined_table
console.error("Table does not exist:", error.message);
break;
case "28P01": // invalid_password
console.error("Authentication failed");
break;
case "57P03": // cannot_connect_now (server starting)
console.error("Server unavailable, retry later");
break;
default:
console.error(`PostgreSQL error ${error.code}: ${error.message}`);
}
}
throw error;
}
Connection String Format
// Alternative: Use connection string
const pool = new Pool({
connectionString: `postgres://${user}:${password}@${host}:${port}/${database}?sslmode=require`
});
// With SSL required (Azure)
const connectionString =
`postgres://user:password@server.postgres.database.azure.com:5432/mydb?sslmode=require`;
Pool Events
const pool = new Pool({ /* config */ });
pool.on("connect", (client) => {
console.log("New client connected to pool");
});
pool.on("acquire", (client) => {
console.log("Client checked out from pool");
});
pool.on("release", (err, client) => {
console.log("Client returned to pool");
});
pool.on("remove", (client) => {
console.log("Client removed from pool");
});
pool.on("error", (err, client) => {
console.error("Unexpected pool error:", err);
});
Azure-Specific Configuration
| Setting | Value | Description |
|---|---|---|
ssl.rejectUnauthorized |
true |
Always use SSL for Azure |
| Default port | 5432 |
Standard PostgreSQL port |
| PgBouncer port | 6432 |
Use when PgBouncer enabled |
| Token scope | https://ossrdbms-aad.database.windows.net/.default |
Entra ID token scope |
| Token lifetime | ~1 hour | Refresh before expiry |
Pool Sizing Guidelines
| Workload | max |
idleTimeoutMillis |
|---|---|---|
| Light (dev/test) | 5-10 | 30000 |
| Medium (production) | 20-30 | 30000 |
| Heavy (high concurrency) | 50-100 | 10000 |
Note: Azure PostgreSQL has connection limits based on SKU. Check your tier's max connections.
Best Practices
- Always use connection pools for production applications
- Use parameterized queries - Never concatenate user input
- Always close connections - Use
try/finallyor connection pools - Enable SSL - Required for Azure (
ssl: { rejectUnauthorized: true }) - Handle token refresh - Entra ID tokens expire after ~1 hour
- Set connection timeouts - Avoid hanging on network issues
- Use transactions - For multi-statement operations
- Monitor pool metrics - Track
pool.totalCount,pool.idleCount,pool.waitingCount - Graceful shutdown - Call
pool.end()on application termination - Use TypeScript generics - Type your query results for safety
Key Types
import {
Client,
Pool,
PoolClient,
PoolConfig,
QueryResult,
QueryResultRow,
DatabaseError,
QueryConfig
} from "pg";
Reference Links
| Resource | URL |
|---|---|
| node-postgres Docs | https://node-postgres.com |
| npm Package | https://www.npmjs.com/package/pg |
| GitHub Repository | https://github.com/brianc/node-postgres |
| Azure PostgreSQL Docs | https://learn.microsoft.com/azure/postgresql/flexible-server/ |
| Passwordless Connection | https://learn.microsoft.com/azure/postgresql/flexible-server/how-to-connect-with-managed-identity |
Files (skills)
-
SKILL.md 13.1 KB
--- name: azure-postgres-ts description: | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres". license: MIT metadata: author: Microsoft version: "1.0.0" package: pg --- # Azure PostgreSQL for TypeScript (node-postgres) Connect to Azure Database for PostgreSQL Flexible Server using the `pg` (node-postgres) package with support for password and Microsoft Entra ID (passwordless) authentication. ## Installation ```bash npm install pg @azure/identity npm install -D @types/pg ``` ## Environment Variables ```bash # Required AZURE_POSTGRESQL_HOST=<server>.postgres.database.azure.com AZURE_POSTGRESQL_DATABASE=<database> AZURE_POSTGRESQL_PORT=5432 # For password authentication AZURE_POSTGRESQL_USER=<username> AZURE_POSTGRESQL_PASSWORD=<password> # For Entra ID authentication AZURE_POSTGRESQL_USER=<entra-user>@<server> # e.g., user@contoso.com AZURE_POSTGRESQL_CLIENTID=<managed-identity-client-id> # For user-assigned identity AZURE_TOKEN_CREDENTIALS=prod # Required only if DefaultAzureCredential is used in production ``` ## Authentication ### Option 1: Password Authentication ```typescript import { Client, Pool } from "pg"; const client = new Client({ host: process.env.AZURE_POSTGRESQL_HOST, database: process.env.AZURE_POSTGRESQL_DATABASE, user: process.env.AZURE_POSTGRESQL_USER, password: process.env.AZURE_POSTGRESQL_PASSWORD, port: Number(process.env.AZURE_POSTGRESQL_PORT) || 5432, ssl: { rejectUnauthorized: true } // Required for Azure }); await client.connect(); ``` ### Option 2: Microsoft Entra ID (Passwordless) - Recommended ```typescript import { Client, Pool } from "pg"; import { DefaultAzureCredential, ManagedIdentityCredential } from "@azure/identity"; // Local dev: DefaultAzureCredential. Production: set AZURE_TOKEN_CREDENTIALS=prod or AZURE_TOKEN_CREDENTIALS=<specific_credential> const credential = new DefaultAzureCredential({requiredEnvVars: ["AZURE_TOKEN_CREDENTIALS"]}); // Or use a specific credential directly in production: // See https://learn.microsoft.com/javascript/api/overview/azure/identity-readme?view=azure-node-latest#credential-classes // const credential = new ManagedIdentityCredential(); // For user-assigned managed identity // const credential = new DefaultAzureCredential({ // managedIdentityClientId: process.env.AZURE_POSTGRESQL_CLIENTID // }); // Acquire access token for Azure PostgreSQL const tokenResponse = await credential.getToken( "https://ossrdbms-aad.database.windows.net/.default" ); const client = new Client({ host: process.env.AZURE_POSTGRESQL_HOST, database: process.env.AZURE_POSTGRESQL_DATABASE, user: process.env.AZURE_POSTGRESQL_USER, // Entra ID user password: tokenResponse.token, // Token as password port: Number(process.env.AZURE_POSTGRESQL_PORT) || 5432, ssl: { rejectUnauthorized: true } }); await client.connect(); ``` ## Core Workflows ### 1. Single Client Connection ```typescript import { Client } from "pg"; const client = new Client({ host: process.env.AZURE_POSTGRESQL_HOST, database: process.env.AZURE_POSTGRESQL_DATABASE, user: process.env.AZURE_POSTGRESQL_USER, password: process.env.AZURE_POSTGRESQL_PASSWORD, port: 5432, ssl: { rejectUnauthorized: true } }); try { await client.connect(); const result = await client.query("SELECT NOW() as current_time"); console.log(result.rows[0].current_time); } finally { await client.end(); // Always close connection } ``` ### 2. Connection Pool (Recommended for Production) ```typescript import { Pool } from "pg"; const pool = new Pool({ host: process.env.AZURE_POSTGRESQL_HOST, database: process.env.AZURE_POSTGRESQL_DATABASE, user: process.env.AZURE_POSTGRESQL_USER, password: process.env.AZURE_POSTGRESQL_PASSWORD, port: 5432, ssl: { rejectUnauthorized: true }, // Pool configuration max: 20, // Maximum connections in pool idleTimeoutMillis: 30000, // Close idle connections after 30s connectionTimeoutMillis: 10000 // Timeout for new connections }); // Query using pool (automatically acquires and releases connection) const result = await pool.query("SELECT * FROM users WHERE id = $1", [userId]); // Explicit checkout for multiple queries const client = await pool.connect(); try { const res1 = await client.query("SELECT * FROM users"); const res2 = await client.query("SELECT * FROM orders"); } finally { client.release(); // Return connection to pool } // Cleanup on shutdown await pool.end(); ``` ### 3. Parameterized Queries (Prevent SQL Injection) ```typescript // ALWAYS use parameterized queries - never concatenate user input const userId = 123; const email = "user@example.com"; // Single parameter const result = await pool.query( "SELECT * FROM users WHERE id = $1", [userId] ); // Multiple parameters const result = await pool.query( "INSERT INTO users (email, name, created_at) VALUES ($1, $2, NOW()) RETURNING *", [email, "John Doe"] ); // Array parameter const ids = [1, 2, 3, 4, 5]; const result = await pool.query( "SELECT * FROM users WHERE id = ANY($1::int[])", [ids] ); ``` ### 4. Transactions ```typescript const client = await pool.connect(); try { await client.query("BEGIN"); const userResult = await client.query( "INSERT INTO users (email) VALUES ($1) RETURNING id", ["user@example.com"] ); const userId = userResult.rows[0].id; await client.query( "INSERT INTO orders (user_id, total) VALUES ($1, $2)", [userId, 99.99] ); await client.query("COMMIT"); } catch (error) { await client.query("ROLLBACK"); throw error; } finally { client.release(); } ``` ### 5. Transaction Helper Function ```typescript async function withTransaction<T>( pool: Pool, fn: (client: PoolClient) => Promise<T> ): Promise<T> { const client = await pool.connect(); try { await client.query("BEGIN"); const result = await fn(client); await client.query("COMMIT"); return result; } catch (error) { await client.query("ROLLBACK"); throw error; } finally { client.release(); } } // Usage const order = await withTransaction(pool, async (client) => { const user = await client.query( "INSERT INTO users (email) VALUES ($1) RETURNING *", ["user@example.com"] ); const order = await client.query( "INSERT INTO orders (user_id, total) VALUES ($1, $2) RETURNING *", [user.rows[0].id, 99.99] ); return order.rows[0]; }); ``` ### 6. Typed Queries with TypeScript ```typescript import { Pool, QueryResult } from "pg"; interface User { id: number; email: string; name: string; created_at: Date; } // Type the query result const result: QueryResult<User> = await pool.query<User>( "SELECT * FROM users WHERE id = $1", [userId] ); const user: User | undefined = result.rows[0]; // Type-safe insert async function createUser( pool: Pool, email: string, name: string ): Promise<User> { const result = await pool.query<User>( "INSERT INTO users (email, name) VALUES ($1, $2) RETURNING *", [email, name] ); return result.rows[0]; } ``` ## Pool with Entra ID Token Refresh For long-running applications, tokens expire and need refresh: ```typescript import { Pool, PoolConfig } from "pg"; import { DefaultAzureCredential, AccessToken } from "@azure/identity"; class AzurePostgresPool { private pool: Pool | null = null; private credential: DefaultAzureCredential; private tokenExpiry: Date | null = null; private config: Omit<PoolConfig, "password">; constructor(config: Omit<PoolConfig, "password">) { this.credential = new DefaultAzureCredential({requiredEnvVars: ["AZURE_TOKEN_CREDENTIALS"]}); this.config = config; } private async getToken(): Promise<string> { const tokenResponse = await this.credential.getToken( "https://ossrdbms-aad.database.windows.net/.default" ); this.tokenExpiry = new Date(tokenResponse.expiresOnTimestamp); return tokenResponse.token; } private isTokenExpired(): boolean { if (!this.tokenExpiry) return true; // Refresh 5 minutes before expiry return new Date() >= new Date(this.tokenExpiry.getTime() - 5 * 60 * 1000); } async getPool(): Promise<Pool> { if (this.pool && !this.isTokenExpired()) { return this.pool; } // Close existing pool if token expired if (this.pool) { await this.pool.end(); } const token = await this.getToken(); this.pool = new Pool({ ...this.config, password: token }); return this.pool; } async query<T>(text: string, params?: any[]): Promise<QueryResult<T>> { const pool = await this.getPool(); return pool.query<T>(text, params); } async end(): Promise<void> { if (this.pool) { await this.pool.end(); this.pool = null; } } } // Usage const azurePool = new AzurePostgresPool({ host: process.env.AZURE_POSTGRESQL_HOST!, database: process.env.AZURE_POSTGRESQL_DATABASE!, user: process.env.AZURE_POSTGRESQL_USER!, port: 5432, ssl: { rejectUnauthorized: true }, max: 20 }); const result = await azurePool.query("SELECT NOW()"); ``` ## Error Handling ```typescript import { DatabaseError } from "pg"; try { await pool.query("INSERT INTO users (email) VALUES ($1)", [email]); } catch (error) { if (error instanceof DatabaseError) { switch (error.code) { case "23505": // unique_violation console.error("Duplicate entry:", error.detail); break; case "23503": // foreign_key_violation console.error("Foreign key constraint failed:", error.detail); break; case "42P01": // undefined_table console.error("Table does not exist:", error.message); break; case "28P01": // invalid_password console.error("Authentication failed"); break; case "57P03": // cannot_connect_now (server starting) console.error("Server unavailable, retry later"); break; default: console.error(`PostgreSQL error ${error.code}: ${error.message}`); } } throw error; } ``` ## Connection String Format ```typescript // Alternative: Use connection string const pool = new Pool({ connectionString: `postgres://${user}:${password}@${host}:${port}/${database}?sslmode=require` }); // With SSL required (Azure) const connectionString = `postgres://user:password@server.postgres.database.azure.com:5432/mydb?sslmode=require`; ``` ## Pool Events ```typescript const pool = new Pool({ /* config */ }); pool.on("connect", (client) => { console.log("New client connected to pool"); }); pool.on("acquire", (client) => { console.log("Client checked out from pool"); }); pool.on("release", (err, client) => { console.log("Client returned to pool"); }); pool.on("remove", (client) => { console.log("Client removed from pool"); }); pool.on("error", (err, client) => { console.error("Unexpected pool error:", err); }); ``` ## Azure-Specific Configuration | Setting | Value | Description | |---------|-------|-------------| | `ssl.rejectUnauthorized` | `true` | Always use SSL for Azure | | Default port | `5432` | Standard PostgreSQL port | | PgBouncer port | `6432` | Use when PgBouncer enabled | | Token scope | `https://ossrdbms-aad.database.windows.net/.default` | Entra ID token scope | | Token lifetime | ~1 hour | Refresh before expiry | ## Pool Sizing Guidelines | Workload | `max` | `idleTimeoutMillis` | |----------|-------|---------------------| | Light (dev/test) | 5-10 | 30000 | | Medium (production) | 20-30 | 30000 | | Heavy (high concurrency) | 50-100 | 10000 | > **Note**: Azure PostgreSQL has connection limits based on SKU. Check your tier's max connections. ## Best Practices 1. **Always use connection pools** for production applications 2. **Use parameterized queries** - Never concatenate user input 3. **Always close connections** - Use `try/finally` or connection pools 4. **Enable SSL** - Required for Azure (`ssl: { rejectUnauthorized: true }`) 5. **Handle token refresh** - Entra ID tokens expire after ~1 hour 6. **Set connection timeouts** - Avoid hanging on network issues 7. **Use transactions** - For multi-statement operations 8. **Monitor pool metrics** - Track `pool.totalCount`, `pool.idleCount`, `pool.waitingCount` 9. **Graceful shutdown** - Call `pool.end()` on application termination 10. **Use TypeScript generics** - Type your query results for safety ## Key Types ```typescript import { Client, Pool, PoolClient, PoolConfig, QueryResult, QueryResultRow, DatabaseError, QueryConfig } from "pg"; ``` ## Reference Links | Resource | URL | |----------|-----| | node-postgres Docs | https://node-postgres.com | | npm Package | https://www.npmjs.com/package/pg | | GitHub Repository | https://github.com/brianc/node-postgres | | Azure PostgreSQL Docs | https://learn.microsoft.com/azure/postgresql/flexible-server/ | | Passwordless Connection | https://learn.microsoft.com/azure/postgresql/flexible-server/how-to-connect-with-managed-identity |
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