SmartCodable
SmartCodable is a data parsing library built on Swift’s Codable, designed for simple usage and strong real-world compatibility. It gracefully handles missing fields, default values, and evolving JSON structures. SmartCodable 是基于 Swift Codable 的数据解析库,主打简单易用与真实业务场景下的强兼容性,能够优雅应对不断变化的 JSON 数据。
**SmartCodable** is a SmartCodable is a data parsing library built on Swift’s Codable, designed for simple usage and strong real-world compatibility. It gracefully handles missing fields, default values, and evolving JSON structures. SmartCodable 是基于 Swift Codable 的数据解析库,主打简单易用与真实业务场景下的强兼容性,能够优雅应对不断变化的 JSON 数据。 The project is written primarily in Swift, distributed under the MIT License license, first published in 2023. Key topics include: codable, data-model, decodable, decoding, handyjson.
English | 中文
SmartCodable enhances Apple's native Codable with production-ready resilience. When standard Codable fails on a single missing field or type mismatch, your entire model is lost. SmartCodable gracefully recovers — falling back to defaults, converting types automatically, and never interrupting the parse.
Why SmartCodable?
| Scenario | Standard Codable | SmartCodable |
|---|---|---|
| Missing key | ❌ Throws keyNotFound, entire model fails | ✅ Uses property initializer as default |
Type mismatch (e.g., "123" for Int) | ❌ Throws typeMismatch, entire model fails | ✅ Auto-converts, returns 123 |
| Null value for non-optional | ❌ Throws valueNotFound, entire model fails | ✅ Falls back to default value |
| Extra unknown keys | ✅ Ignored | ✅ Ignored |
vs HandyJSON: SmartCodable builds on Apple's Codable protocol — no unsafe runtime reflection, no ABI stability risks. HandyJSON relies on Swift metadata reflection that may break across Swift versions.
vs Manual init(from:): SmartCodable eliminates the boilerplate of writing decodeIfPresent + ?? for every property. Same safety, zero ceremony.
Quick Start
swiftimport SmartCodable struct User: SmartCodableX { var name: String = "" var age: Int = 0 } // ✅ Normal case let user = User.deserialize(from: ["name": "John", "age": 30]) // User(name: "John", age: 30) // ✅ Missing field — falls back to default let user2 = User.deserialize(from: ["name": "John"]) // User(name: "John", age: 0) // ✅ Type mismatch — auto-converts let user3 = User.deserialize(from: ["name": "John", "age": "30"]) // User(name: "John", age: 30)
To conform to SmartCodable, a class needs to implement an empty initializer:
swiftclass BasicTypes: SmartCodableX { var int: Int = 2 var doubleOptional: Double? required init() {} } let model = BasicTypes.deserialize(from: json)
For struct, the compiler provides a default empty initializer:
swiftstruct BasicTypes: SmartCodableX { var int: Int = 2 var doubleOptional: Double? } let model = BasicTypes.deserialize(from: json)
Installation
Swift Package Manager
swiftdependencies: [ .package(url: "https://github.com/iAmMccc/SmartCodable.git", branch: "main") ]
SmartCodableprovides the core parsing capabilities with no external dependencies.- For class inheritance via
@SmartSubclass, see the companion package SmartCodableMacro.
CocoaPods (legacy)
Starting from 7.0, SmartCodable no longer ships via CocoaPods. If you must stay on CocoaPods, please use the 6.x series, which is preserved on the 6.1.0 branch:
rubypod 'SmartCodable', '~> 6.1'
The 6.x line will receive critical fixes only. All new features will land in 7.x and beyond — we strongly recommend migrating to Swift Package Manager.
Features
1. Deserialization
Only types conforming to SmartCodable (or [SmartCodable] for arrays) can use these methods:
swiftpublic static func deserialize(from dict: [String: Any]?, designatedPath: String? = nil, options: Set<SmartDecodingOption>? = nil) -> Self? public static func deserialize(from json: String?, designatedPath: String? = nil, options: Set<SmartDecodingOption>? = nil) -> Self? public static func deserialize(from data: Data?, designatedPath: String? = nil, options: Set<SmartDecodingOption>? = nil) -> Self? public static func deserializePlist(from data: Data?, designatedPath: String? = nil, options: Set<SmartDecodingOption>? = nil) -> Self?
Multi-Format Input Support:
| Input Type | Example Usage | Internal Conversion |
|---|---|---|
| Dictionary | Model.deserialize(from: dict) | Directly processes native collections |
| Array | [Model].deserialize(from: arr) | Directly processes native collections |
| JSON String | Model.deserialize(from: jsonString) | Converts to Data via UTF-8 |
| Data | Model.deserialize(from: data) | Processes directly |
Deep Path Navigation — Extract nested data directly:
swift// JSON: {"data": {"user": {"info": { ... }}}} let model = Model.deserialize(from: json, designatedPath: "data.user.info")
Decoding Strategies:
swiftlet options: Set<SmartDecodingOption> = [ .key(.convertFromSnakeCase), .date(.iso8601), .data(.base64) ] let model = Model.deserialize(from: json, options: options)
| Strategy Type | Available Options | Description |
|---|---|---|
| Key Decoding | .fromSnakeCase | snake_case → camelCase |
.firstLetterLower | "FirstName" → "firstName" | |
.firstLetterUpper | "firstName" → "FirstName" | |
| Date Decoding | .iso8601, .secondsSince1970, etc. | Full Codable date strategies |
| Data Decoding | .base64 | Binary data processing |
| Float Decoding | .convertToString, .throw | NaN/∞ handling |
⚠️ Important: Only one strategy per type is allowed (last one wins if duplicates exist)
2. Key Mapping
Map JSON keys to Swift property names. First non-null match wins:
swiftstatic func mappingForKey() -> [SmartKeyTransformer]? { [ CodingKeys.id <--- ["user_id", "userId", "id"], CodingKeys.name <--- "nested.path.to.name" // nested path supported ] }
3. Value Transformation
Convert between JSON values and custom types:
swiftstatic func mappingForValue() -> [SmartValueTransformer]? { [ CodingKeys.url <--- SmartURLTransformer(prefix: "https://"), CodingKeys.date <--- SmartDateFormatTransformer(DateFormatter()), CodingKeys.status <--- FastTransformer<Status, String>( fromJSON: { Status(rawValue: $0 ?? "") }, toJSON: { $0?.rawValue } ), ] }
Built-in Transformers:
| Transformer | JSON → Object |
|---|---|
SmartDateTransformer | Double/String → Date |
SmartDateFormatTransformer | String (custom format) → Date |
SmartDataTransformer | Base64 String → Data |
SmartURLTransformer | String → URL (with optional prefix & encoding) |
SmartHexColorTransformer | Hex String → UIColor/NSColor |
Need custom logic? Implement ValueTransformable:
swiftpublic protocol ValueTransformable { associatedtype Object associatedtype JSON func transformFromJSON(_ value: Any?) -> Object? func transformToJSON(_ value: Object?) -> JSON? }
4. Property Wrappers
| Wrapper | Purpose | Example |
|---|---|---|
@SmartAny | Any, [Any], [String: Any] support | @SmartAny var dict: [String: Any] = [:] |
@SmartIgnored | Skip property during decoding | @SmartIgnored var cache: String = "" |
@SmartFlat | Flatten nested object into parent | @SmartFlat var profile: Profile? |
@SmartPublished | Combine ObservableObject support | @SmartPublished var name: String? |
@SmartHexColor | Hex string → UIColor/NSColor | @SmartHexColor var color: UIColor? |
@SmartDate | Multi-format date parsing | @SmartDate var date: Date? |
@SmartCompact.Array | Skip invalid array elements | @SmartCompact.Array var ids: [Int] |
@SmartCompact.Dictionary | Skip invalid dict entries | @SmartCompact.Dictionary var info: [String: String] |
@SmartAny example — support Any types that Codable can't handle natively:
swiftstruct Model: SmartCodableX { @SmartAny var dict: [String: Any] = [:] @SmartAny var arr: [Any] = [] @SmartAny var any: Any? } let dict: [String: Any] = [ "dict": ["name": "Lisa"], "arr": [1, 2, 3], "any": "Mccc" ] let model = Model.deserialize(from: dict) // Model(dict: ["name": "Lisa"], arr: [1, 2, 3], any: "Mccc")
@SmartIgnored example — skip property during decoding:
swiftstruct Model: SmartCodableX { @SmartIgnored var name: String = "" } let model = Model.deserialize(from: ["name": "Mccc"]) // Model(name: "") — "name" was ignored, keeps default
@SmartFlat example — flatten nested fields into parent:
swiftstruct Model: SmartCodableX { var name: String = "" @SmartFlat var profile: Profile? } struct Profile: SmartCodableX { var name: String = "" var age: Int = 0 } // JSON: {"name": "Mccc", "age": 18} // profile gets name="Mccc", age=18 from the SAME level
@SmartCompact.Array example — tolerant array parsing:
swiftstruct Model: Decodable { @SmartCompact.Array var ages: [Int] } // JSON: {"ages": ["Tom", 1, {}, 2, 3, "4"]} // Result: ages = [1, 2, 3, 4] (invalid elements skipped, "4" auto-converted)
5. Inheritance
Class inheritance support has been moved to a separate package — SmartCodableMacro. It depends on swift-syntax, so we ship it independently to keep this core library lightweight and dependency-free.
Add it alongside SmartCodable when you need @SmartSubclass:
swiftdependencies: [ .package(url: "https://github.com/iAmMccc/SmartCodableMacro.git", branch: "main") ]
For inheritance usage on Swift versions prior to 5.9, see Inheritance in Lower Versions.
6. Enum Support
Simple enums — conform to SmartCaseDefaultable:
swiftenum Sex: String, SmartCaseDefaultable { case man case woman }
Enums with associated values — conform to SmartAssociatedEnumerable and provide a transformer via mappingForValue():
swiftstruct Model: SmartCodableX { var sex: Sex = .man static func mappingForValue() -> [SmartValueTransformer]? { [ CodingKeys.sex <--- SexTransformer() ] } } enum Sex: SmartAssociatedEnumerable { case man, woman, other(String) } struct SexTransformer: ValueTransformable { typealias Object = Sex typealias JSON = String func transformFromJSON(_ value: Any?) -> Sex? { guard let str = value as? String else { return nil } switch str { case "man": return .man case "woman": return .woman default: return .other(str) } } func transformToJSON(_ value: Sex?) -> String? { nil } }
7. Post-Processing & Update
didFinishMapping() — runs after decoding completes:
swiftstruct Model: SmartCodableX { var name: String = "" mutating func didFinishMapping() { name = "I am \(name)" } }
SmartUpdater — update an existing model with new data:
swiftvar model = Model.deserialize(from: initialData)! SmartUpdater.update(&model, from: newData)
8. Compatibility
SmartCodable handles parsing failures gracefully, ensuring the entire model never fails:
swiftlet dict = ["number1": "123", "number2": "Mccc", "number3": "Mccc"] struct Model: SmartCodableX { var number1: Int? var number2: Int? var number3: Int = 1 } // Result: Model(number1: 123, number2: nil, number3: 1)
- Type conversion:
"123"(String) →123(Int) automatically - Default fill: When conversion fails, uses the property's initializer value (
number3 = 1) - Optional handling: When conversion fails for optionals, returns
nil(number2 = nil)
Performance tip for large data: When parsing very large datasets, avoid unnecessary compatibility overhead — use CodingKeys to exclude unused properties instead of @SmartIgnored, as it's more efficient.
9. Stringified JSON
SmartCodable auto-detects and parses string-encoded JSON:
swiftstruct Model: SmartCodableX { var hobby: Hobby? } // JSON: {"hobby": "{\"name\":\"sleep\"}"} // hobby is parsed as Hobby(name: "sleep"), not a raw string
10. Debugging
swiftSmartSentinel.debugMode = .verbose // .none | .verbose | .alert SmartSentinel.onLogGenerated { log in print(log) }
================================ [Smart Sentinel] ================================
UserModel 👈🏻 👀
╆━ UserModel
┆┄ age : Expected Int, got String — auto-converted
┆┄ email : Key not found — using default ""
====================================================================================
Explore & Contribute
| 🔧 Migrate from HandyJSON | Step-by-step migration guide |
| 🛠 SmartModeler | JSON → SmartCodable model generator |
| 👀 SmartSentinel | Real-time parsing log viewer |
| 💖 Contributing | Support SmartCodable development |
| 🏆 Contributors | Key contributors |
FAQ
GitHub Stars
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SmartCodable is an open-source project dedicated to making Swift data parsing more robust, flexible and efficient. We welcome all developers to join our community!
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