Expert guidance on building Swift database client libraries...
This skill provides expert guidance on building production-quality database client libraries in Swift, covering wire protocol implementation, connection management, type-safe APIs, and integration with Swift Concurrency. Patterns are derived from exemplary implementations: valkey-swift and postgres-nio.
ExpressibleByStringInterpolation to convert values to bindingsunownedExecutor to align with NIO event loopsDefine commands as types with associated response types for compile-time safety:
public protocol DatabaseCommand: Sendable, Hashable {
associatedtype Response: Decodable
static var name: String { get }
func encode(into encoder: inout CommandEncoder)
}
public struct GET: DatabaseCommand {
public typealias Response = String?
public static var name: String { "GET" }
public let key: String
public func encode(into encoder: inout CommandEncoder) {
encoder.encode(Self.name, key)
}
}
public struct Query: ExpressibleByStringInterpolation {
public var sql: String
public var bindings: Bindings
public struct StringInterpolation: StringInterpolationProtocol {
var sql: String = ""
var bindings: Bindings = Bindings()
public mutating func appendLiteral(_ literal: String) {
sql.append(literal)
}
public mutating func appendInterpolation<T: Encodable>(_ value: T) {
bindings.append(value)
sql.append("$\(bindings.count)")
}
}
}
// Usage: let query: Query = "SELECT * FROM users WHERE id = \(userId)"
// Result: sql = "SELECT * FROM users WHERE id = $1", bindings = [userId]
Eliminate context switches by aligning actor executor with NIO event loop:
public final actor Connection: Sendable {
nonisolated public let unownedExecutor: UnownedSerialExecutor
init(channel: any Channel) {
self.unownedExecutor = channel.eventLoop.executor.asUnownedSerialExecutor()
}
}
Manage complex protocol state with explicit transitions and actions:
struct ConnectionStateMachine {
enum State {
case idle
case executing(QueryStateMachine)
case closing
case closed
case modifying // Prevents COW during mutations
}
enum Action {
case sendMessage(Message)
case forwardResult(Result)
case closeConnection
case none
}
private var state: State = .idle
mutating func handle(_ message: Message) -> Action {
switch (state, message) {
case (.idle, .query(let q)):
state = .executing(QueryStateMachine(q))
return .sendMessage(.parse(q))
// ... other transitions
}
}
}
Write length-prefixed data with placeholder and backfill:
extension Encodable {
func encodeRaw(into buffer: inout ByteBuffer) throws {
// Write placeholder for length (4 bytes for Int32)
let lengthIndex = buffer.writerIndex
buffer.writeInteger(Int32(0))
// Record position before encoding
let startIndex = buffer.writerIndex
// Encode the actual value
try self.encode(into: &buffer)
// Calculate and write actual length
let length = buffer.writerIndex - startIndex
buffer.setInteger(Int32(length), at: lengthIndex)
}
}
Design tiered protocols for different encoding guarantees:
// Base: runtime-determined type, may throw
public protocol ThrowingDynamicTypeEncodable: Sendable {
func encode(into byteBuffer: inout ByteBuffer) throws
var dataType: DataType { get }
}
// Non-throwing variant
public protocol DynamicTypeEncodable: ThrowingDynamicTypeEncodable {
func encode(into byteBuffer: inout ByteBuffer)
}
// Static type info known at compile time
public protocol StaticTypeEncodable: ThrowingDynamicTypeEncodable {
static var dataType: DataType { get }
}
// Non-throwing + static type info (most efficient)
public protocol NonThrowingEncodable: StaticTypeEncodable, DynamicTypeEncodable {}
Decode multiple columns type-safely using parameter packs:
extension Row {
func decode<each T: Decodable>(
_ types: (repeat each T).Type
) throws -> (repeat each T) {
var index = 0
return (repeat try decodeColumn((each T).self, at: &index))
}
}
// Usage: let (id, name, email) = try row.decode((Int.self, String.self, String.self))
Implement adaptive buffer strategy for result streaming:
struct AdaptiveBuffer: BackPressureStrategy {
var lowWatermark: Int
var highWatermark: Int
var currentTarget: Int
mutating func didYield(bufferDepth: Int) -> Bool {
// Shrink target if buffer too deep
if bufferDepth > currentTarget * 2 {
currentTarget = max(lowWatermark, currentTarget / 2)
}
return bufferDepth < currentTarget
}
mutating func didConsume(bufferDepth: Int) -> Bool {
// Grow target if buffer drains completely
if bufferDepth == 0 {
currentTarget = min(highWatermark, currentTarget * 2)
}
return bufferDepth < currentTarget
}
}
Conform connections to pool protocols:
extension Connection: PooledConnection {
public typealias ConnectionID = Int
}
struct KeepAliveBehavior: ConnectionKeepAliveBehavior {
typealias Connection = Connection
let frequency: Duration
func runKeepAlive(for connection: Connection) async throws {
_ = try await connection.ping()
}
}
final class ClientMetrics: ConnectionPoolObservabilityDelegate {
func connectionCreated(id: Int) { /* metrics */ }
func connectionLeased(id: Int) { /* metrics */ }
func connectionReleased(id: Int) { /* metrics */ }
func connectionClosed(id: Int) { /* metrics */ }
}
Prevent stack overflow with nested structures:
mutating func parseToken(maxDepth: Int = 100) throws -> Token {
guard maxDepth > 0 else {
throw ParsingError.tooDeeplyNested
}
switch tokenType {
case .array:
var elements: [Token] = []
for _ in 0..<count {
elements.append(try parseToken(maxDepth: maxDepth - 1))
}
return .array(elements)
// ... other cases
}
}
Implementing wire protocol encoding/decoding?
Designing type-safe query API?
ExpressibleByStringInterpolation for injection preventionEncodable/Decodable protocol hierarchies for type coercionManaging connections?
Implementing connection pooling?
PooledConnection protocol"SQL Injection vulnerability"
ExpressibleByStringInterpolation on query type$1, $2... parameter placeholders"Type mismatch when decoding results"
Decodable protocol with typed throws"Connection state corruption"
.modifying sentinel to prevent COW issues"Backpressure not working"
unownedExecutor