How do I parse JSON with different Structures? - json

I have a the following structure:
JSON a:
{
"type": "A",
"data": {
"aSpecific": 64
}
}
or JSON b:
{
"type": "B",
"data": {
"bSpecific": "hello"
}
}
Now how does the structure look like to parse any of the above in one go?
enum DataType {
case "A"
case "B"
}
struct Example: Codable {
struct ASpecific: Codable {
var aSpecifiv: Int
}
struct BSpecific: Codable {
var bSpecifiv: String
}
var type: DataType
var data: ??? // Aspecific or BSpecific
}
I want the var data to be specific for the type of the JSON.
How do I do this?

First of all, use String as rawType of enum DataType
enum DataType: String, Decodable {
case A, B
}
Now, you can create init(from:) in the struct Root and add custom parsing as per the JSON.
struct Root: Decodable {
let type: DataType
let aSpecific: Int?
let bSpecific: String?
enum CodingKeys: String, CodingKey {
case type, data, aSpecific, bSpecific
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
type = try container.decode(DataType.self, forKey: .type)
let data = try container.nestedContainer(keyedBy: CodingKeys.self, forKey: .data)
aSpecific = try data.decodeIfPresent(Int.self, forKey: .aSpecific)
bSpecific = try data.decodeIfPresent(String.self, forKey: .bSpecific)
}
}
Parsing:
do {
let response = try JSONDecoder().decode(Root.self, from: data)
print(response)
} catch {
print(error)
}

For two different types and one common key my suggestion is an enum with associated values. It's easy to distinguish on the basis of the type and you don't need any optionals.
enum DataType : String, Decodable {
case A, B
}
struct ASpecific: Decodable {
var aSpecific: Int
}
struct BSpecific: Decodable {
var bSpecific: String
}
enum Response : Decodable {
case aType(ASpecific)
case bType(BSpecific)
private enum CodingKeys : String, CodingKey {
case type, data
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
let type = try container.decode(DataType.self, forKey: .type)
switch type {
case .A: self = .aType(try container.decode(ASpecific.self, forKey: .data))
case .B: self = .bType(try container.decode(BSpecific.self, forKey: .data))
}
}
}

Related

Swift json dynamic key parsing for json

I have json response where only just one key name change rest is same and want to parse without duplicating same struct again.
"attributes": {
"symbol":"EUR",
"name":"Euro",
"precision":2,
}
"attributes":{
"symbol":"EUR",
"name":"Euro",
"precision_for_fiat_price":2,
}
How can handle this precision key dynamically in json parsing
You can use a custom keyDecodingStrategy.
Essentially, you write some logic that checks whether the current coding key path matches some criteria, and if it does, map that key to the precision key.
For example:
struct Root : Codable {
let attributes: Attributes
}
struct Attributes : Codable {
let symbol: String
let name: String
let precision: Int
enum CodingKeys: CodingKey {
case symbol
case name
case precision
}
}
let decoder = JSONDecoder()
decoder.keyDecodingStrategy = .custom({
keys in
// This will decode every precision_for_fiat_price key in the json as "precision".
// You might not want this.
// Make this criteria stricter if you need to. An example is shown below
if keys.last?.stringValue == "precision_for_fiat_price" {
return Attributes.CodingKeys.precision
}
// this will only decode those precision_for_fiat_price that have "attribute" as their parent as "precision"
// if stringPath.suffix(2) == ["attributes", "precision_for_fiat_price"] {
// return Attributes.CodingKeys.precision
// }
return keys.last!
})
let json = """
{
"attributes":{
"symbol":"EUR",
"name":"Euro",
"precision_for_fiat_price":2
}
}
""".data(using: .utf8)!
let decoded = try decoder.decode(Root.self, from: json)
If you want to just decode json model like this:
let json = """
{
"attributes": {
"symbol":"EUR",
"name":"Euro",
"precision_for_fiat_price":2 // or "precision": 2
}
}
"""
You can create Decodable struct:
struct WrapperModel: Decodable { // any model
var attributes: Attributes
}
struct Attributes : Decodable {
let symbol: String
let name: String
var precision: Int = 0
enum CodingKeys: String, CodingKey, CaseIterable {
case symbol
case name
case precision
case precisionAnother = "precision_for_fiat_price"
// you can write any types of key here
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
symbol = try container.decode(String.self, forKey: .symbol)
name = try container.decode(String.self, forKey: .name)
if let precisionValue = try container.decodeIfPresent(Int.self, forKey: .precision) {
precision = precisionValue
}
if let precisionValue = try container.decodeIfPresent(Int.self, forKey: .precisionAnother) {
precision = precisionValue
}
}
}
You can test it with:
let jsonData = Data(json.utf8)
let decoder = JSONDecoder()
do {
let attributes = try decoder.decode(WrapperModel.self, from: jsonData)
print(attributes)
} catch {
print(error.localizedDescription)
}

How to create object from JSON in Swift?

I have N classes all deriving from Base :
class Base {...}
class A : Base {
init(a:Int) {...}
}
class B : Base {
init(b:Int, c:Int) {...}
}
They have been serialized into a json file that contains an array of Base. It looks like this:
{
"elements" : [
{
"type" : "A",
"a" : 3
},
{
"type" : "B",
"b" : 30,
"c" : 45
}
]
}
When I decode the json, I have a dictionary like one of the 2 above. How can I then create an object of one of my N classes from it ?
Important note : for various reasons, I cannot use Codable, and JSONEncoder, JSONDecoder
As the JSON contains the type use it to determine the different classes
if let elements = root["elements"] as? [[String:Any]] {
for element in elements {
let type = element["type"] as! String
switch type {
case "A":
let a = element["a"] as! Int
let aInstance = A(a: a)
case "B": // decode b and c and create instance of B
// and so on
}
}
}
For classes, it's not quite as straightforward as for structs, but it's still pretty easy to implement this kind of Decodable.
struct ElementContainer: Decodable {
let elements: [Base]
enum CodingKeys: String, CodingKey { case elements }
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.elements = try container.decode([Element].self, forKey: .elements)
.map { $0.base }
}
}
struct Element: Decodable {
let base: Base
enum CodingKeys: String, CodingKey {
case type
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
let type = try container.decode(String.self, forKey: .type)
switch type {
case "A":
base = try A(from: decoder)
case "B":
base = try B(from: decoder)
default:
throw DecodingError.dataCorruptedError(forKey: .type,
in: container,
debugDescription: "Unknown type: \(type)")
}
}
}
class Base {}
class A : Base, Decodable {
let a: Int
init(a:Int) {
self.a = a
super.init()
}
}
class B : Base, Decodable {
let b: Int
let c: Int
init(b:Int, c:Int) {
self.b = b
self.c = c
super.init()
}
}
let results = try JSONDecoder().decode(ElementContainer.self, from: json).elements
Structs are a little simpler and you can get rid of the switch statement. It's harder to do this with classes because it introduces required inits that are tedious to implement.
struct ElementContainer: Decodable {
let elements: [Element]
}
struct Element: Decodable {
let base: Base
enum CodingKeys: String, CodingKey {
case type
}
static let mapping: [String: Base.Type] = ["A": A.self, "B": B.self]
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
let type = try container.decode(String.self, forKey: .type)
guard let elementType = Element.mapping[type] else {
throw DecodingError.dataCorruptedError(forKey: .type,
in: container,
debugDescription: "Unknown type: \(type)")
}
base = try elementType.init(from: decoder)
}
}
protocol Base: Decodable {}
struct A : Base {
let a: Int
}
struct B : Base {
let b: Int
let c: Int
}

ignore null object in array when parse with Codable swift

i'm parsing this API with swift Codable
"total": 7,
"searchResult": [
null,
{
"name": "joe"
"family": "adam"
},
null,
{
"name": "martin"
"family": "lavrix"
},
{
"name": "sarah"
"family": "mia"
},
null,
{
"name": "ali"
"family": "abraham"
}
]
with this PaginationModel:
class PaginationModel<T: Codable>: Codable {
var total: Int?
var data: T?
enum CodingKeys: String, CodingKey {
case total
case data = "searchResult"
}
required init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.total = try container.decodeIfPresent(Int.self, forKey: .total)
self.data = try container.decodeIfPresent(T.self, forKey: .data)
}
}
and User Model:
struct User: Codable {
var name: String?
var family: String?
}
i call jsonDecoder like this to parse API json:
let responseObject = try JSONDecoder().decode(PaginationModel<[User?]>.self, from: json)
now my problem is null in searchResult Array. it parsed correctly and when i access to data in paginationModel i found null in array.
how can i ignore all null when parsing API, and result will be an array without any null
In the first place, I would advise to always consider PaginationModel to be composed from arrays. You don't have to pass [User] as the generic type, you can just pass User. Then the parser can use the knowledge that it parses arrays and handle null automatically:
class PaginationModel<T: Codable>: Codable {
var total: Int?
var data: [T]?
enum CodingKeys: String, CodingKey {
case total
case data = "searchResult"
}
required init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.total = try container.decodeIfPresent(Int.self, forKey: .total)
self.data = (try container.decodeIfPresent([T?].self, forKey: .data))?.compactMap { $0 }
}
}
You might want to remove optionals here and use some default values instead:
class PaginationModel<T: Codable>: Codable {
var total: Int = 0
var data: [T] = []
enum CodingKeys: String, CodingKey {
case total
case data = "searchResult"
}
required init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.total = (try container.decodeIfPresent(Int.self, forKey: .total)) ?? 0
self.data = ((try container.decodeIfPresent([T?].self, forKey: .data)) ?? []).compactMap { $0 }
}
}
Simple solution, filter data after decoding
let responseObject = try JSONDecoder().decode(PaginationModel<[User?]>.self, from: data)
responseObject.data = responseObject.data?.filter{$0 != nil}
You may add an array type check within decode :
required init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.total = try container.decodeIfPresent(Int.self, forKey: .total)
self.data = try container.decodeIfPresent(T.self, forKey: .data)
//add the following:
if let array = self.data as? Array<Any?> {
self.data = ( array.compactMap{$0} as? T)
}
}
Note, you can just define the decodable variable that may be null/nil as [Float?] (or whatever type), with the optional '?' inside the array brackets.

Swift structures: handling multiple types for a single property

I am using Swift 4 and trying to parse some JSON data which apparently in some cases can have different type values for the same key, e.g.:
{
"type": 0.0
}
and
{
"type": "12.44591406"
}
I am actually stuck with defining my struct because I cannot figure out how to handle this case because
struct ItemRaw: Codable {
let parentType: String
enum CodingKeys: String, CodingKey {
case parentType = "type"
}
}
throws "Expected to decode String but found a number instead.", and naturally,
struct ItemRaw: Codable {
let parentType: Float
enum CodingKeys: String, CodingKey {
case parentType = "type"
}
}
throws "Expected to decode Float but found a string/data instead." accordingly.
How can I handle this (and similar) cases when defining my struct?
I ran into the same issue when trying to decode/encode the "edited" field on a Reddit Listing JSON response. I created a struct that represents the dynamic type that could exist for the given key. The key can have either a boolean or an integer.
{ "edited": false }
{ "edited": 123456 }
If you only need to be able to decode, just implement init(from:). If you need to go both ways, you will need to implement encode(to:) function.
struct Edited: Codable {
let isEdited: Bool
let editedTime: Int
// Where we determine what type the value is
init(from decoder: Decoder) throws {
let container = try decoder.singleValueContainer()
// Check for a boolean
do {
isEdited = try container.decode(Bool.self)
editedTime = 0
} catch {
// Check for an integer
editedTime = try container.decode(Int.self)
isEdited = true
}
}
// We need to go back to a dynamic type, so based on the data we have stored, encode to the proper type
func encode(to encoder: Encoder) throws {
var container = encoder.singleValueContainer()
try isEdited ? container.encode(editedTime) : container.encode(false)
}
}
Inside my Codable class, I then use my struct.
struct Listing: Codable {
let edited: Edited
}
Edit: A more specific solution for your scenario
I recommend using the CodingKey protocol and an enum to store all the properties when decoding. When you create something that conforms to Codable the compiler will create a private enum CodingKeys for you. This lets you decide on what to do based on the JSON Object property key.
Just for example, this is the JSON I am decoding:
{"type": "1.234"}
{"type": 1.234}
If you want to cast from a String to a Double because you only want the double value, just decode the string and then create a double from it. (This is what Itai Ferber is doing, you would then have to decode all properties as well using try decoder.decode(type:forKey:))
struct JSONObjectCasted: Codable {
let type: Double?
init(from decoder: Decoder) throws {
// Decode all fields and store them
let container = try decoder.container(keyedBy: CodingKeys.self) // The compiler creates coding keys for each property, so as long as the keys are the same as the property names, we don't need to define our own enum.
// First check for a Double
do {
type = try container.decode(Double.self, forKey: .type)
} catch {
// The check for a String and then cast it, this will throw if decoding fails
if let typeValue = Double(try container.decode(String.self, forKey: .type)) {
type = typeValue
} else {
// You may want to throw here if you don't want to default the value(in the case that it you can't have an optional).
type = nil
}
}
// Perform other decoding for other properties.
}
}
If you need to store the type along with the value, you can use an enum that conforms to Codable instead of the struct. You could then just use a switch statement with the "type" property of JSONObjectCustomEnum and perform actions based upon the case.
struct JSONObjectCustomEnum: Codable {
let type: DynamicJSONProperty
}
// Where I can represent all the types that the JSON property can be.
enum DynamicJSONProperty: Codable {
case double(Double)
case string(String)
init(from decoder: Decoder) throws {
let container = try decoder.singleValueContainer()
// Decode the double
do {
let doubleVal = try container.decode(Double.self)
self = .double(doubleVal)
} catch DecodingError.typeMismatch {
// Decode the string
let stringVal = try container.decode(String.self)
self = .string(stringVal)
}
}
func encode(to encoder: Encoder) throws {
var container = encoder.singleValueContainer()
switch self {
case .double(let value):
try container.encode(value)
case .string(let value):
try container.encode(value)
}
}
}
One simple solution is to provide an implementation of init(from:) which attempts to decode the value as a String, and if that fails because the type is wrong, attempt to decode as a Double:
public init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
do {
self.parentType = try container.decode(String.self, forKey: .parentType)
} catch DecodingError.typeMismatch {
let value = try container.decode(Double.self, forKey: .parentType)
self.parentType = "\(value)"
}
}
I had to decode PHP/MySQL/PDO double value that is given as an String, for this use-case I had to extend the KeyedDecodingContainer, like so:
extension KeyedDecodingContainer {
func decode(forKey key: KeyedDecodingContainer.Key) throws -> Double {
do {
let str = try self.decode(String.self, forKey: key)
if let dbl = Double(str) {
return dbl
}
} catch DecodingError.typeMismatch {
return try self.decode(Double.self, forKey: key)
}
let context = DecodingError.Context(codingPath: self.codingPath,
debugDescription: "Wrong Money Value")
throw DecodingError.typeMismatch(Double.self, context)
}
}
Usage:
let data = """
{"value":"1.2"}
""".data(using: .utf8)!
struct Test: Decodable {
let value: Double
enum CodingKeys: String, CodingKey {
case value
}
init(from decoder: Decoder) throws {
self.value = try decoder.container(keyedBy: CodingKeys.self)
.decode(forKey: CodingKeys.value)
}
}
try JSONDecoder().decode(Test.self, from: data).value
// Out Put Json
{
"software_id": "10",
"name": "Kroll"
},
{
"software_id": 580,
"name": "Synmed"
}
// Codable Struct
struct SoftwareDataModel: Codable {
var softwareId:MyValue?
var name:String?
enum CodingKeys: String, CodingKey{
case softwareId = "software_id"
case name
}
}
MYValue is Codable Struct Which help to to convert your datatype into "String" here I mentions only String and Int datatypes.
enum MyValue: Codable {
case string(String)
var stringValue: String? {
switch self {
case .string(let s):
return s
}
}
init(from decoder: Decoder) throws {
let container = try decoder.singleValueContainer()
if let x = try? container.decode(String.self) {
self = .string(x)
return
}
if let x = try? container.decode(Int.self) {
self = .string("\(x)")
return
}
throw DecodingError.typeMismatch(MyValue.self, DecodingError.Context(codingPath: decoder.codingPath, debugDescription: "Wrong type for MyValue"))
}
func encode(to encoder: Encoder) throws {
var container = encoder.singleValueContainer()
switch self {
case .string(let x):
try container.encode(x)
}
}
}
// How to get software_id ?
let softwareId = Struct_object.softwareId?.stringValue ?? "0"

Swift 4 JSON Decodable simplest way to decode type change

With Swift 4's Codable protocol there's a great level of under the hood date and data conversion strategies.
Given the JSON:
{
"name": "Bob",
"age": 25,
"tax_rate": "4.25"
}
I want to coerce it into the following structure
struct ExampleJson: Decodable {
var name: String
var age: Int
var taxRate: Float
enum CodingKeys: String, CodingKey {
case name, age
case taxRate = "tax_rate"
}
}
The Date Decoding Strategy can convert a String based date into a Date.
Is there something that does that with a String based Float
Otherwise I've been stuck with using CodingKey to bring in a String and use a computing get:
enum CodingKeys: String, CodingKey {
case name, age
case sTaxRate = "tax_rate"
}
var sTaxRate: String
var taxRate: Float { return Float(sTaxRate) ?? 0.0 }
This sort of strands me doing more maintenance than it seems should be needed.
Is this the simplest manner or is there something similar to DateDecodingStrategy for other type conversions?
Update: I should note: I've also gone the route of overriding
init(from decoder:Decoder)
But that is in the opposite direction as it forces me to do it all for myself.
Using Swift 5.1, you may choose one of the three following ways in order to solve your problem.
#1. Using Decodable init(from:) initializer
Use this strategy when you need to convert from String to Float for a single struct, enum or class.
import Foundation
struct ExampleJson: Decodable {
var name: String
var age: Int
var taxRate: Float
enum CodingKeys: String, CodingKey {
case name, age, taxRate = "tax_rate"
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
name = try container.decode(String.self, forKey: CodingKeys.name)
age = try container.decode(Int.self, forKey: CodingKeys.age)
let taxRateString = try container.decode(String.self, forKey: CodingKeys.taxRate)
guard let taxRateFloat = Float(taxRateString) else {
let context = DecodingError.Context(codingPath: container.codingPath + [CodingKeys.taxRate], debugDescription: "Could not parse json key to a Float object")
throw DecodingError.dataCorrupted(context)
}
taxRate = taxRateFloat
}
}
Usage:
import Foundation
let jsonString = """
{
"name": "Bob",
"age": 25,
"tax_rate": "4.25"
}
"""
let data = jsonString.data(using: String.Encoding.utf8)!
let decoder = JSONDecoder()
let exampleJson = try! decoder.decode(ExampleJson.self, from: data)
dump(exampleJson)
/*
prints:
▿ __lldb_expr_126.ExampleJson
- name: "Bob"
- age: 25
- taxRate: 4.25
*/
#2. Using an intermediate model
Use this strategy when you have many nested keys in your JSON or when you need to convert many keys (e.g. from String to Float) from your JSON.
import Foundation
fileprivate struct PrivateExampleJson: Decodable {
var name: String
var age: Int
var taxRate: String
enum CodingKeys: String, CodingKey {
case name, age, taxRate = "tax_rate"
}
}
struct ExampleJson: Decodable {
var name: String
var age: Int
var taxRate: Float
init(from decoder: Decoder) throws {
let privateExampleJson = try PrivateExampleJson(from: decoder)
name = privateExampleJson.name
age = privateExampleJson.age
guard let convertedTaxRate = Float(privateExampleJson.taxRate) else {
let context = DecodingError.Context(codingPath: [], debugDescription: "Could not parse json key to a Float object")
throw DecodingError.dataCorrupted(context)
}
taxRate = convertedTaxRate
}
}
Usage:
import Foundation
let jsonString = """
{
"name": "Bob",
"age": 25,
"tax_rate": "4.25"
}
"""
let data = jsonString.data(using: String.Encoding.utf8)!
let decoder = JSONDecoder()
let exampleJson = try! decoder.decode(ExampleJson.self, from: data)
dump(exampleJson)
/*
prints:
▿ __lldb_expr_126.ExampleJson
- name: "Bob"
- age: 25
- taxRate: 4.25
*/
#3. Using a KeyedDecodingContainer extension method
Use this strategy when converting from some JSON keys' types to your model's property types (e.g. String to Float) is a common pattern in your application.
import Foundation
extension KeyedDecodingContainer {
func decode(_ type: Float.Type, forKey key: Key) throws -> Float {
if let stringValue = try? self.decode(String.self, forKey: key) {
guard let floatValue = Float(stringValue) else {
let context = DecodingError.Context(codingPath: codingPath, debugDescription: "Could not parse json key to a Float object")
throw DecodingError.dataCorrupted(context)
}
return floatValue
} else {
let doubleValue = try self.decode(Double.self, forKey: key)
return Float(doubleValue)
}
}
}
struct ExampleJson: Decodable {
var name: String
var age: Int
var taxRate: Float
enum CodingKeys: String, CodingKey {
case name, age, taxRate = "tax_rate"
}
}
Usage:
import Foundation
let jsonString = """
{
"name": "Bob",
"age": 25,
"tax_rate": "4.25"
}
"""
let data = jsonString.data(using: String.Encoding.utf8)!
let decoder = JSONDecoder()
let exampleJson = try! decoder.decode(ExampleJson.self, from: data)
dump(exampleJson)
/*
prints:
▿ __lldb_expr_126.ExampleJson
- name: "Bob"
- age: 25
- taxRate: 4.25
*/
Unfortunately, I don't believe such an option exists in the current JSONDecoder API. There only exists an option in order to convert exceptional floating-point values to and from a string representation.
Another possible solution to decoding manually is to define a Codable wrapper type for any LosslessStringConvertible that can encode to and decode from its String representation:
struct StringCodableMap<Decoded : LosslessStringConvertible> : Codable {
var decoded: Decoded
init(_ decoded: Decoded) {
self.decoded = decoded
}
init(from decoder: Decoder) throws {
let container = try decoder.singleValueContainer()
let decodedString = try container.decode(String.self)
guard let decoded = Decoded(decodedString) else {
throw DecodingError.dataCorruptedError(
in: container, debugDescription: """
The string \(decodedString) is not representable as a \(Decoded.self)
"""
)
}
self.decoded = decoded
}
func encode(to encoder: Encoder) throws {
var container = encoder.singleValueContainer()
try container.encode(decoded.description)
}
}
Then you can just have a property of this type and use the auto-generated Codable conformance:
struct Example : Codable {
var name: String
var age: Int
var taxRate: StringCodableMap<Float>
private enum CodingKeys: String, CodingKey {
case name, age
case taxRate = "tax_rate"
}
}
Although unfortunately, now you have to talk in terms of taxRate.decoded in order to interact with the Float value.
However you could always define a simple forwarding computed property in order to alleviate this:
struct Example : Codable {
var name: String
var age: Int
private var _taxRate: StringCodableMap<Float>
var taxRate: Float {
get { return _taxRate.decoded }
set { _taxRate.decoded = newValue }
}
private enum CodingKeys: String, CodingKey {
case name, age
case _taxRate = "tax_rate"
}
}
Although this still isn't as a slick as it really should be – hopefully a later version of the JSONDecoder API will include more custom decoding options, or else have the ability to express type conversions within the Codable API itself.
However one advantage of creating the wrapper type is that it can also be used in order to make manual decoding and encoding simpler. For example, with manual decoding:
struct Example : Decodable {
var name: String
var age: Int
var taxRate: Float
private enum CodingKeys: String, CodingKey {
case name, age
case taxRate = "tax_rate"
}
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
self.name = try container.decode(String.self, forKey: .name)
self.age = try container.decode(Int.self, forKey: .age)
self.taxRate = try container.decode(StringCodableMap<Float>.self,
forKey: .taxRate).decoded
}
}
You can always decode manually. So, given:
{
"name": "Bob",
"age": 25,
"tax_rate": "4.25"
}
You can do:
struct Example: Codable {
let name: String
let age: Int
let taxRate: Float
init(from decoder: Decoder) throws {
let values = try decoder.container(keyedBy: CodingKeys.self)
name = try values.decode(String.self, forKey: .name)
age = try values.decode(Int.self, forKey: .age)
guard let rate = try Float(values.decode(String.self, forKey: .taxRate)) else {
throw DecodingError.dataCorrupted(.init(codingPath: [CodingKeys.taxRate], debugDescription: "Expecting string representation of Float"))
}
taxRate = rate
}
enum CodingKeys: String, CodingKey {
case name, age
case taxRate = "tax_rate"
}
}
See Encode and Decode Manually in Encoding and Decoding Custom Types.
But I agree, that it seems like there should be a more elegant string conversion process equivalent to DateDecodingStrategy given how many JSON sources out there incorrectly return numeric values as strings.
I know that this is a really late answer, but I started working on Codable couple of days back only. And I bumped into a similar issue.
In order to convert the string to floating number, you can write an extension to KeyedDecodingContainer and call the method in the extension from init(from decoder: Decoder){}
For the problem mentioned in this issue, see the extension I wrote below;
extension KeyedDecodingContainer {
func decodeIfPresent(_ type: Float.Type, forKey key: K, transformFrom: String.Type) throws -> Float? {
guard let value = try decodeIfPresent(transformFrom, forKey: key) else {
return nil
}
return Float(value)
}
func decode(_ type: Float.Type, forKey key: K, transformFrom: String.Type) throws -> Float {
guard let valueAsString = try? decode(transformFrom, forKey: key),
let value = Float(valueAsString) else {
throw DecodingError.typeMismatch(
type,
DecodingError.Context(
codingPath: codingPath,
debugDescription: "Decoding of \(type) from \(transformFrom) failed"
)
)
}
return value
}
}
You can call this method from init(from decoder: Decoder) method. See an example below;
init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
taxRate = try container.decodeIfPresent(Float.self, forKey: .taxRate, transformFrom: String.self)
}
In fact, you can use this approach to convert any type of data to any other type. You can convert string to Date, string to bool, string to float, float to int etc.
Actually to convert a string to Date object, I will prefer this approach over JSONEncoder().dateEncodingStrategy because if you write it properly, you can include different date formats in the same response.
Hope I helped.
Updated the decode method to return non-optional on suggestion from #Neil.
I used Suran's version, but updated it to return non-optional value for decode(). To me this is the most elegant version. Swift 5.2.
extension KeyedDecodingContainer {
func decodeIfPresent(_ type: Float.Type, forKey key: K, transformFrom: String.Type) throws -> Float? {
guard let value = try decodeIfPresent(transformFrom, forKey: key) else {
return nil
}
return Float(value)
}
func decode(_ type: Float.Type, forKey key: K, transformFrom: String.Type) throws -> Float {
guard let str = try? decode(transformFrom, forKey: key),
let value = Float(str) else {
throw DecodingError.typeMismatch(Int.self, DecodingError.Context(codingPath: codingPath, debugDescription: "Decoding of \(type) from \(transformFrom) failed"))
}
return value
}
}
You can use lazy var to convert the property to another type:
struct ExampleJson: Decodable {
var name: String
var age: Int
lazy var taxRate: Float = {
Float(self.tax_rate)!
}()
private var tax_rate: String
}
One disadvantage of this approach is that you cannot define a let constant if you want to access taxRate, since the first time you access it, you are mutating the struct.
// Cannot use `let` here
var example = try! JSONDecoder().decode(ExampleJson.self, from: data)
The options above only deal with the situation that the given field is always String. Many times I've met APIs where the output was once a string, other times number. So this is my suggestion to solve this. It is up to you to alter this to throw exception or set the decoded value to nil.
var json = """
{
"title": "Apple",
"id": "20"
}
""";
var jsonWithInt = """
{
"title": "Apple",
"id": 20
}
""";
struct DecodableNumberFromStringToo<T: LosslessStringConvertible & Decodable & Numeric>: Decodable {
var value: T
init(from decoder: Decoder) {
print("Decoding")
if let container = try? decoder.singleValueContainer() {
if let val = try? container.decode(T.self) {
value = val
return
}
if let str = try? container.decode(String.self) {
value = T.init(str) ?? T.zero
return
}
}
value = T.zero
}
}
struct MyData: Decodable {
let title: String
let _id: DecodableNumberFromStringToo<Int>
enum CodingKeys: String, CodingKey {
case title, _id = "id"
}
var id: Int {
return _id.value
}
}
do {
let parsedJson = try JSONDecoder().decode(MyData.self, from: json.data(using: .utf8)!)
print(parsedJson.id)
} catch {
print(error as? DecodingError)
}
do {
let parsedJson = try JSONDecoder().decode(MyData.self, from: jsonWithInt.data(using: .utf8)!)
print(parsedJson.id)
} catch {
print(error as? DecodingError)
}
How to used JSONDecodable in Swift 4:
Get the JSON Response and Create Struct
Conform Decodable class in Struct
Other steps in this GitHub project, a simple example