在Scala中提取json

Question

我有以下数据结构:

val jsonStr = """
     {
      "data1": {
        "field1": "data1",
        "field2": 1.0,
        "field3": true
      },
      "data211": {
        "field1": "data211",
        "field2": 4343.0,
        "field3": false
      },
      "data344": {
        "field1": "data344",
        "field2": 436778.51,
        "field3": true
      },
      "data41": {
        "field1": "data41",
        "field2": 14348.0,
        "field3": true
      }
    }
  """

我要提取它。下面是我运气不佳的情况:

#1. 
case class Fields(field1: String, field2: Double, field3: Boolean)
json.extract[Map[String, Map[Fields, String]]]
//org.json4s.package$MappingException: Do not know how to convert JBool(true) 
//into class       java.lang.String
#2.
json.extract[Map[String, Map[String, Fields]]
//java.lang.InternalError: Malformed class name

#3.
json.extract[Map[String, Map[String, Any]]]
//org.json4s.package$MappingException: No information known about type
#4.
json.extract[Map[String, Map[String, String]]]
//org.json4s.package$MappingException: Do not know 
//how to convert JBool(true) into class java.lang.String

我该怎么做呢?

注:——实际上，这是https://github.com/json4s/json4s，但这并不重要，因为lift有相同的API关于json提取。

UPDATE:它可能需要使用transform方法。我将如何使用它?

val json = parse(jsonStr) transform { 
  case //.... what should be here to catch JBool -- "field3"?
}

更新2 :

#5
json.extract[Map[String, Map[String, JValue]]]
// Works! but it's not what I'm looking for, I need to use a pure Java/Scala type

Answer 1

scala> val jsonStr = """
     |      {
     |       "data1": {
     |         "field1": "data1",
     |         "field2": 1.0,
     |         "field3": true
     |       },
     |       "data211": {
     |         "field1": "data211",
     |         "field2": 4343.0,
     |         "field3": false
     |       },
     |       "data344": {
     |         "field1": "data344",
     |         "field2": 436778.51,
     |         "field3": true
     |       },
     |       "data41": {
     |         "field1": "data41",
     |         "field2": 14348.0,
     |         "field3": true
     |       }
     |     }
     |   """
jsonStr: java.lang.String = 
"
     {
      "data1": {
        "field1": "data1",
        "field2": 1.0,
        "field3": true
      },
      "data211": {
        "field1": "data211",
        "field2": 4343.0,
        "field3": false
      },
      "data344": {
        "field1": "data344",
        "field2": 436778.51,
        "field3": true
      },
      "data41": {
        "field1": "data41",
        "field2": 14348.0,
        "field3": true
      }
    }
  "
scala> import net.liftweb.json._
import net.liftweb.json._
scala> implicit val formats = DefaultFormats
formats: net.liftweb.json.DefaultFormats.type = net.liftweb.json.DefaultFormats$@361ee3df
scala> val json = parse(jsonStr)
json: net.liftweb.json.package.JValue = JObject(List(JField(data1,JObject(List(JField(field1,JString(data1)), JField(field2,JDouble(1.0)), JField(field3,JBool(true))))), JField(data211,JObject(List(JField(field1,JString(data211)), JField(field2,JDouble(4343.0)), JField(field3,JBool(false))))), JField(data344,JObject(List(JField(field1,JString(data344)), JField(field2,JDouble(436778.51)), JField(field3,JBool(true))))), JField(data41,JObject(List(JField(field1,JString(data41)), JField(field2,JDouble(14348.0)), JField(field3,JBool(true)))))))

scala> case class Fields(field1: String, field2: Double, field3: Boolean)
defined class Fields
scala> json.extract[Map[String, Fields]]
res1: Map[String,Fields] = Map(data1 -> Fields(data1,1.0,true), data211 -> Fields(data211,4343.0,false), data344 -> Fields(data344,436778.51,true), data41 -> Fields(data41,14348.0,true))