Managing JSON Array format in MQL4 script - json

I would need to get data from inside a JSON Array.
I use a call to WebRequest() function to get an order list from my db, thru a nodejs(api) and then I got the following JSON-data format e.g:
[{"orderid": 123556,
"ordertype": 0,
"ordercurrency": "EURUSD",
"orderdt": "2016-12-03 03:00:00"
},
{"orderid": 123457,
"ordertype": 0,
"ordercurrency": "GBPUSD",
"orderdt": "2016-12-03 03:15:00"
}
]
Any idea how to transform it to a normal array in order to manage data?
Thank you.
/Koul

JSON Serialization and Deserialization library works pretty well.
You can include it and finish your task within a minute or get an inspiration from its code.
https://www.mql5.com/en/code/13663
https://www.mql5.com/en/forum/65320
Let's assume you have the JSON data you pasted in a string variable named data.
#include <JAson.mqh>
// Object
CJAVal json;
// Load in and deserialize the data
json.Deserialize(data);
// Try to access the data elements
Alert(json["orderid"].ToInt());
Alert(json["ordercurrency"].ToStr());

How?Easy:
JSON-format is a "string-ified" representation of data-elements, put into a common container, be it a uchar[] or a string on the MQL4 side.
So, let's create a JSON-parser, coherent with the subset of the standard JSON-format syntax rules.
1) Search for all db-output "row"-s ( encapsulated in {...} )
2) Decode all db-output "column"-s ( encoded in ( known ) "KEY":VALUE pairs )
3) Store decoded values into any kind of target representation,
int orderIdNoARRAY[];
int orderTypeARRAY[];
string orderCurrARRAY[];
string orderDateARRAY[];
int anArrayStackPTR = 0
...
orderIdNoARRAY[anArrayStackPTR] = aDecodedOrderID; // 123556
orderTypeARRAY[anArrayStackPTR] = aDecodedOrderTYPE; // 0
orderCurrARRAY[anArrayStackPTR] = aDecodedOrderCURR; // "EURUSD"
orderDateARRAY[anArrayStackPTR] = aDecodedOrderDATE; // "2016-12-03 03:00:00"
or
#define oID 0
#define oTYPE 1
#define oCCY 2
#define oDATE 3
string stringDataFromJSON[10000,4];
int anArrayStackPTR = 0
...
stringDataFromJSON[anArrayStackPTR,oID] = (string)aDecodedOrderID; // 123556
stringDataFromJSON[anArrayStackPTR,oTYPE] = (string)aDecodedOrderTYPE; // 0
stringDataFromJSON[anArrayStackPTR,oCCY] = (string)aDecodedOrderCURR; // "EURUSD"
stringDataFromJSON[anArrayStackPTR,oDATE] = (string)aDecodedOrderDATE; // "2016-12-03 03:00:00"
or
struct aDB_RECORD{
int aDB_oID;
int aDB_oTYPE;
string aDB_oCCY;
string aDB_oDATE;
};
aDB_RECORD anArrayOfSTRUCTs[];
int anArrayStackPTR = 0
...
anArrayOfSTRUCTs[anArrayStackPTR].aDB_oID = aDecodedOrderID; // 123556
anArrayOfSTRUCTs[anArrayStackPTR].aDB_oTYPE = aDecodedOrderTYPE; // 0
anArrayOfSTRUCTs[anArrayStackPTR].aDB_oCCY = aDecodedOrderCCY; // "EURUSD"
anArrayOfSTRUCTs[anArrayStackPTR].aDB_oDATE = aDecodedOrderDATE; // "2016-12-03 03:00:00"
Yes, it is that easy!

Yes, JAson - JSON Serialization and Deserialization library works is good popular library:
https://www.mql5.com/en/code/13663
https://www.mql5.com/en/forum/65320
I wrote documentation with more details (different from https://www.mql5.com/en/code/13663) and added unit tests:
https://github.com/vivazzi/JAson.
It may be useful for you.

#property copyright "Copyright 2023, MetaQuotes Ltd."
#property link "https://www.mql5.com"
#property version "1.00"
#include <JAson.mqh>
int OnInit()
{
CJAVal data;
string aCookieHOLDER = NULL,
aHttpHEADERs;
char postBYTEs[],
replBYTEs[];
int aRetCODE;
string aTargetURL ="https://apitester.ir/api/Categories";
/* to enable access to the URL-> pointed server,
you should append "https://api.myjson.com/bins/56z28"
to the list of allowed URLs in
( Main Menu -> Tools -> Options, tab "Expert Advisors" ):
*/
ResetLastError();
int aTIMEOUT = 5000;
aRetCODE = WebRequest("GET",
aTargetURL,
aCookieHOLDER,
NULL,
aTIMEOUT,
postBYTEs,
0,
replBYTEs,
aHttpHEADERs
);
if ( aRetCODE == NULL )
{ Print( "Error in WebRequest(). Error code = ", GetLastError() );
}
else
{
string k=data.GetStr(replBYTEs,0,replBYTEs.Size());
data.Deserialize(k,0);
Comment(data.m_e[0].m_e[1].m_sv);
}
return(INIT_SUCCEEDED);
}
//after Deserialize you access any of row in json with m_e[0 to total size of objects] and access to any items of object with m_e[0 to count of keys]

Related

Read and store game state as CSV

Thanks to the great help from Tenfour04, I've got wonderful code for handling CSV files.
However, I am in trouble like followings.
How to call these functions?
How to initialize 2-dimensional array variables?
Below is the code that finally worked.
MainActivity.kt
package com.surlofia.csv_tenfour04_1
import androidx.appcompat.app.AppCompatActivity
import android.os.Bundle
import java.io.File
import java.io.IOException
import com.surlofia.csv_tenfour04_1.databinding.ActivityMainBinding
var chk_Q_Num: MutableList<Int> = mutableListOf (
0,
1, 2, 3, 4, 5,
6, 7, 8, 9, 10,
11, 12, 13, 14, 15,
16, 17, 18, 19, 20,
)
var chk_Q_State: MutableList<String> = mutableListOf (
"z",
"a", "b", "c", "d", "e",
"f", "g", "h", "i", "j"
)
class MainActivity : AppCompatActivity() {
private lateinit var binding: ActivityMainBinding
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
// setContentView(R.layout.activity_main)
binding = ActivityMainBinding.inflate(layoutInflater)
val view = binding.root
setContentView(view)
// Load saved data at game startup. It will be invalid if performed by other activities.
val filePath = filesDir.path + "/chk_Q.csv"
val file = File(filePath)
binding.fileExists.text = isFileExists(file).toString()
if (isFileExists(file)) {
val csvIN = file.readAsCSV()
for (i in 0 .. 10) {
chk_Q_Num[i] = csvIN[i][0].toInt()
chk_Q_State[i] = csvIN[i][1]
}
}
// Game Program Run
val csvOUT = mutableListOf(
mutableListOf("0","OK"),
mutableListOf("1","OK"),
mutableListOf("2","OK"),
mutableListOf("3","Not yet"),
mutableListOf("4","Not yet"),
mutableListOf("5","Not yet"),
mutableListOf("6","Not yet"),
mutableListOf("7","Not yet"),
mutableListOf("8","Not yet"),
mutableListOf("9","Not yet"),
mutableListOf("10","Not yet")
)
var tempString = ""
for (i in 0 .. 10) {
csvOUT[i][0] = chk_Q_Num[i].toString()
csvOUT[i][1] = "OK"
tempString = tempString + csvOUT[i][0] + "-->" + csvOUT[i][1] + "\n"
}
binding.readFile.text = tempString
// and save Data
file.writeAsCSV(csvOUT)
}
// https://www.techiedelight.com/ja/check-if-a-file-exists-in-kotlin/
private fun isFileExists(file: File): Boolean {
return file.exists() && !file.isDirectory
}
#Throws(IOException::class)
fun File.readAsCSV(): List<List<String>> {
val splitLines = mutableListOf<List<String>>()
forEachLine {
splitLines += it.split(", ")
}
return splitLines
}
#Throws(IOException::class)
fun File.writeAsCSV(values: List<List<String>>) {
val csv = values.joinToString("\n") { line -> line.joinToString(", ") }
writeText(csv)
}
}
chk_Q.csv
0,0
1,OK
2,OK
3,Not yet
4,Not yet
5,Not yet
6,Not yet
7,Not yet
8,Not yet
9,Not yet
10,Not yet
1. How to call these functions?
The code below seems work well.
Did I call these funtions in right way?
Or are there better ways to achieve this?
read
if (isFileExists(file)) {
val csvIN = file.readAsCSV()
for (i in 0 .. 10) {
chk_Q_Num[i] = csvIN[i][0].toInt()
chk_Q_State[i] = csvIN[i][1]
}
}
write
file.writeAsCSV(csvOUT)
2. How to initialize 2-dimensional array variables?
val csvOUT = mutableListOf(
mutableListOf("0","OK"),
mutableListOf("1","OK"),
mutableListOf("2","OK"),
mutableListOf("3","Not yet"),
mutableListOf("4","Not yet"),
mutableListOf("5","Not yet"),
mutableListOf("6","Not yet"),
mutableListOf("7","Not yet"),
mutableListOf("8","Not yet"),
mutableListOf("9","Not yet"),
mutableListOf("10","Not yet")
)
I would like to know the clever way to use a for loop instead of writing specific values one by one.
For example, something like bellow.
val csvOUT = mutableListOf(mutableListOf())
for (i in 0 .. 10) {
csvOUT[i][0] = i
csvOUT[i][1] = "OK"
}
But this gave me the following error message:
Not enough information to infer type variable T
It would be great if you could provide an example of how to execute this for beginners.
----- Added on June 15, 2022. -----
[Question 1]
Regarding initialization, I got an error "keep stopping" when I executed the following code.
The application is forced to terminate.
Why is this?
val csvOUT: MutableList<MutableList<String>> = mutableListOf(mutableListOf())
for (i in 0 .. 10) {
csvOUT[i][0] = "$i"
csvOUT[i][1] = "OK"
}
[Error Message]
java.lang.RuntimeException: Unable to start activity ComponentInfo{com.surlofia.csv_endzeit_01/com.surlofia.csv_endzeit_01.MainActivity}: java.lang.IndexOutOfBoundsException: Index: 0, Size: 0
In my opinion there are basically two parts to your question. First you need an understanding of the Kotlin type system including generics. Secondly you want some knowledge about approaches to the problem at hand.
type-system and generics
The function mutableListOf you're using is generic and thus needs a single type parameter T, as can be seen by definition its taken from the documentation:
fun <T> mutableListOf(): MutableList<T>
Most of the time the Kotlin compiler is quite good at type-inference, that is guessing the type used based on the context. For example, I do not need to provide a type explicitly in the following example, because the Kotlin compiler can infer the type from the usage context.
val listWithInts = mutableListOf(3, 7)
The infered type is MutableList<Int>.
However, sometimes this might not be what one desires. For example, I might want to allow null values in my list above. To achieve this, I have to tell the compiler that it should not only allow Int values to the list but also null values, widening the type from Int to Int?. I can achieve this in at least two ways.
providing a generic type parameter
val listWithNullableInts = mutableListOf<Int?>(3, 7)
defining the expected return type explicitly
val listWithNullableInts: MutableList<Int?> = mutableListOf(3, 7)
In your case the compiler does NOT have enough information to infer the type from the usage context. Thus you either have to provide it that context, e.g. by passing values of a specific type to the function or using one of the two options named above.
initialization of multidimensional arrays
There are questions and answers on creating multi-dimensional arrays in Kotlin on StackOverflow already.
One solution to your problem at hand might be the following.
val csvOUT: MutableList<MutableList<String>> = mutableListOf(mutableListOf())
for (i in 0 .. 10) {
csvOUT[i][0] = "$i"
csvOUT[i][1] = "OK"
}
You help the Kotlin compiler by defining the expected return type explicitly and then add the values as Strings to your 2D list.
If the dimensions are fixed, you might want to use fixed-size Arrays instead.
val csvArray = Array(11) { index -> arrayOf("$index", "OK") }
In both solutions you convert the Int index to a String however.
If the only information you want to store for each level is a String, you might as well use a simple List<String and use the index of each entry as the level number, e.g.:
val csvOut = List(11) { "OK" }
val levelThree = csvOut[2] // first index of List is 0
This would also work with more complicated data structures instead of Strings. You simply would have to adjust your fun File.writeAsCSV(values: List<List<String>>) to accept a different type as the values parameter.
Assume a simple data class you might end up with something along the lines of:
data class LevelState(val state: String, val timeBeaten: Instant?)
val levelState = List(11) { LevelState("OK", Instant.now()) }
fun File.writeAsCSV(values: List<LevelState>) {
val csvString = values
.mapIndexed { index, levelState -> "$index, ${levelState.state}, ${levelState.timeBeaten}" }
.joinToString("\n")
writeText(csvString)
}
If you prefer a more "classical" imperative approach, you can populate your 2-dimensional Array / List using a loop like for in.
val list: MutableList<MutableList<String>> = mutableListOf() // list is now []
for (i in 0..10) {
val innerList: MutableList<String> = mutableListOf()
innerList.add("$i")
innerList.add("OK")
innerList.add("${Instant.now()}")
list.add(innerList)
// list is after first iteration [ ["0", "OK", "2022-06-15T07:03:14.315Z"] ]
}
The syntax listName[index] = value is just syntactic sugar for the operator overload of the set operator, see the documentation on MutableList for example.
You cannot access an index, that has not been populated before, e.g. during the List's initialization or by using add; or else you're greeted with a IndexOutOfBoundsException.
If you want to use the set operator, one option is to use a pre-populated Array as such:
val array: Array<Array<String>>> = Array(11) {
Array(3) { "default" }
} // array is [ ["default, "default", "default"], ...]
array[1][2] = "myValue"
However, I wouldn't recommend this approach, as it might lead to left over, potentially invalid initial data, in case one misses to replace a value.

Creating JSON file with for loop in scala

My requirement is to convert two string and create a JSON file(using spray JSON) and save in a resource directory.
one input string contains the ID and other input strings contain the score and topic
id = "alpha1"
inputstring = "science 30 math 24"
Expected output JSON is
{“ContentID”: “alpha1”,
“Topics”: [
{"Score" : 30, "TopicID" : "Science" },
{ "Score" : 24, "TopicID" : "math”}
]
}
below is the approach I have taken and am stuck in the last place
Define the case class
case class Topic(Score: String, TopicID: String)
case class Model(contentID: String, topic: Array[Topic])
implicit val topicJsonFormat: RootJsonFormat[Topic] = jsonFormat2(Topic)
implicit val modelJsonFormat: RootJsonFormat[Model] = jsonFormat2(Model)
Parsing the input string
val a = input.split(" ").zipWithIndex.collect{case(v,i) if (i % 2 == 0) =>
(v,i)}.map(_._1)
val b = input.split(" ").zipWithIndex.collect{case(v,i) if (i % 2 != 0) =>
(v,i)}.map(_._1)
val result = a.zip(b)
And finally transversing through result
paired foreach {case (x,y) =>
val tClass = Topic(x, y)
val mClassJsonString = Topic(x, y).toJson.prettyPrint
out1.write(mClassJsonString.toString)
}
And the file is generated as
{"Score" : 30, "TopicID" : "Science" }
{ "Score" : 24, "TopicID" : "math”}
The problem is I am not able to add the contentID as needed above.
Adding ContentId inside foreach is making contentID added multiple time.
You're calling toJson inside foreach creating strings and then you're appending it to buffer.
What you probably wanted to do is to create a class (ADT) hierarchy first and then serialize it:
val topics = paired.map(Topic)
//toArray might be not necessary if topics variable is already an array
val model = Model("alpha1", topics.toArray)
val json = model.toJson.prettyPrint
out1.write(json.toString)

U-SQL JsonTuple - How to access specific fields in JSON array

I'm extracting AVRO data which has a JSON field that I need to get values from. The JSON has an array, and I don't know what order the different elements of the array may appear in. How can I target specific node/values?
For example, Filters[0] could be Category one time, but could be AddressType another time.
I'm extracting AVRO data - i.e.
#rs =
EXTRACT date DateTime,
Body byte[]
FROM #input_file
USING new Microsoft.Analytics.Samples.Formats.ApacheAvro.AvroExtractor(#"
...
The Body is JSON that can look like this (but Category is not always Filter[0]. This is a small example; there are 7 different types of "Field"s):
{
""TimeStamp"": ""2019-02-19T15:00:29.1067771-05:00"",
""Filters"": [{
""Operator"": ""eq"",
""Field"": ""Category"",
""Value"": ""Sale""
}, {
""Operator"": ""eq"",
""Field"": ""AddressType"",
""Value"": ""Home""
}
]
}
My U-SQL looks like this, which of course does not always work.
#keyvalues =
SELECT JsonFunctions.JsonTuple(Encoding.UTF8.GetString(Body),
"TimeStamp",
"$.Filters[?(#.Field == 'Category')].Value",
"$.Filters[?(#.Field == 'AddressType')].Value"
) AS message
FROM #rs;
#results =
SELECT
message["TimeStamp"] AS TimeStamp,
message["Filters[0].Value"] AS Category,
message["Filters[1].Value"] AS AddressType
FROM #keyvalues;
Although this does not actually answer my question, as a workaround, I modified the Microsoft 'sample' JsonFunctions.JsonTuple method to be able to specify my own key name for extracted values:
/// Added - Prefix a path expression with a specified key. Use key~$e in the expression.
/// eg:
/// JsonTuple(json, "myId~id", "myName~name") -> field names MAP{ {myId, 1 }, {myName, Ed } }
The modified code:
private static IEnumerable<KeyValuePair<string, T>> ApplyPath<T>(JToken root, string path)
{
var keySeparatorPos = path.IndexOf("~");
string key = null;
var searchPath = path;
if (keySeparatorPos > 0) // =0?if just a leading "=", i.e. no key provided, then don't parse out a key.
{
key = path.Substring(0, keySeparatorPos).Trim();
searchPath = path.Substring(keySeparatorPos + 1);
}
// Children
var children = SelectChildren<T>(root, searchPath);
foreach (var token in children)
{
// Token => T
var value = (T)JsonFunctions.ConvertToken(token, typeof(T));
// Tuple(path, value)
yield return new KeyValuePair<string, T>(key ?? token.Path, value);
}
}
For example, I can access vales and name them
#keyvalues =
SELECT JsonFunctions.JsonTuple(Encoding.UTF8.GetString(Body),
"TimeStamp",
"EventName",
"Plan~ $.UrlParams.plan",
"Category~ $.Filters[?(#.Field == 'Category')].Value",
"AddressType~ $.Filters[?(#.Field == 'AddressType')].Value"
) AS message
FROM #rs;
#results =
SELECT
message["TimeStamp"] AS TimeStamp,
message["EventName"] AS EventName,
message["Plan"] AS Plan,
message["Category"] AS Category,
message["AddressType"] AS AddressType
FROM #keyvalues;
(I've not tested to see what would happen if the same Field appears multiple times in the array; That won't happen in my case)

How to manipulate Json.Encode.Value in Elm?

I'm writing some code to auto-gen JSON codecs for Elm data-structures. There is a point my code, where a "sub-structure/sub-type", has already been encoded to a Json.Encode.Value, and I need to add another key-value pair to it. Is there any way to "destructure" a Json.Encode.Value in Elm? Or combine two values of type Json.Encode.Value?
Here's some sample code:
type alias Entity record =
{ entityKey: (Key record)
, entityVal: record
}
jsonEncEntity : (record -> Value) -> Entity record -> Value
jsonEncEntity localEncoder_record val =
let
encodedRecord = localEncoder_record val.entityVal
in
-- NOTE: the following line won't compile, but this is essentially
-- what I'm looking for
Json.combine encodedRecord (Json.Encode.object [ ( "id", jsonEncKey val.entityKey ) ] )
You can decode the value into a list of key value pairs using D.keyValuePairs D.value and then append the new field. Here's how you'd do that:
module Main exposing (..)
import Json.Decode as D
import Json.Encode as E exposing (Value)
addKeyValue : String -> Value -> Value -> Value
addKeyValue key value input =
case D.decodeValue (D.keyValuePairs D.value) input of
Ok ok ->
E.object <| ( key, value ) :: ok
Err _ ->
input
> import Main
> import Json.Encode as E
> value = E.object [("a", E.int 1)]
{ a = 1 } : Json.Encode.Value
> value2 = Main.addKeyValue "b" E.null value
{ b = null, a = 1 } : Json.Encode.Value
If the input is not an object, this will return the input unchanged:
> Main.addKeyValue "b" E.null (E.int 1)
1 : Json.Encode.Value
If you want to do this, you need to use a decoder to unwrap the values by one level into a Dict String Value, then combine the dictionaries, and finally re-encode as a JSON value. You can unwrap like so:
unwrapObject : Value -> Result String (Dict String Value)
unwrapObject value =
Json.Decode.decodeValue (Json.Decode.dict Json.Decode.value) value
Notice that you have to work with Results from this point on because there's the possibility, as far as Elm is concerned, that your JSON value wasn't really an object (maybe it was a number or a string instead, for instance) and you have to handle that case. For that reason, it's not really best practice to do too much with JSON Values directly; if you can, keep things as Dicts or some other more informative type until the end of processing and then convert the whole result into a Value as the last step.

Play framework - save data to database by parameters in URL

I'm new to the Play Framework, and Scala language. I want to save some data to database only by running URL with specified parameters.
For example I want to run url like:
/DeviceData?device_ID=1&insertDate=2013-01-01&windDirection=50&device_ID=1&insertDate=2013-01-02&windDirection=5
and after that in the database two new records would be inserted (with Device_ID, insertDate and windDirection).
Right now I'm trying to save only one record at once (I don't know how to read list of elements and save them) but event that it's not working. There is no error, it's just not inserted.
DeviceData model
case class DeviceData(data_ID: Long, device_ID: Long, insertDate: String, windDirection: Double)
object DeviceData{
var deviceDataList = new HashMap[Long, DeviceData]
var data_ID = 0L
def nextId(): Long = { data_ID += 1; data_ID}
def createDeviceData(device_ID: Long, insertDate: String, windDirection: Double) :Unit = {
DB.withConnection { implicit connection =>
SQL(
"""
INSERT INTO devicedata(device_ID, insertDate, windDirection)
VALUES ({device_ID}, {insertDate}, {windDirection})
"""
).
on("device_ID" -> device_ID, "insertDate" -> insertDate, "windDirection" -> windDirection).
executeInsert()
}
}
def list(): List[DeviceData] = { deviceDataList.values.toList }
}
DeviceDatas controller
object DeviceDatas extends Controller {
val deviceDataForm = Form(
tuple(
"device_ID" -> of[Long],
"insertDate" -> nonEmptyText,
"windDirection" -> of[Double]
)
)
def listDeviceData() = Action {
Ok(views.html.deviceData(DeviceData.list(), deviceDataForm))
}
def createDeviceData(device_ID: Long, insertDate: String, windDirection: Double) = Action { implicit request =>
deviceDataForm.bindFromRequest.fold(
errors => BadRequest(views.html.deviceData(DeviceData.list(), errors)),
{ case (device_ID, insertDate, windDirection) => {
DeviceData.createDeviceData(device_ID, insertDate, windDirection)
Redirect(routes.DeviceDatas.listDeviceData)
}
}
)
}
}
deviceData.scala.html - it's simple one, just to check if there is any new inserted record.
#(deviceDatas: List[DeviceData], deviceDataForm: Form[(Long, String, Double)])
#import helper._
#main("DeviceDatas"){
<h3>#deviceDatas.size DeviceData(s)</h3>
}
routes file for /deviceDatas
GET /deviceDatas controllers.DeviceDatas.listDeviceData
POST /deviceDatas controllers.DeviceDatas.createDeviceData(device_ID: Long, insertDate: String, windDirection: Double)
Could You help me with that how to insert the data into database, and if there is any possibility to put list of elements with few records to insert. Also what's the best way to insert DateTime (yyyy-MM-dd hh:mm:ss) into URL parameters in Play Framework? I'm stuck and I don't know how to do it.
UPDATED
Thanks Zim-Zam O'Pootertoot for the answer. Unfortunately I need to use parameters, because I'm sending the data through the router. But anyway one more thanks to You because I'll use json in the future.
I decided to not use List of parameter as I said before, but for one new record I'm sending one request (for example: to add 6 new records to the database I need to run 6 times URL on the router:
/DeviceData?device_ID=1&insertDate=2013-01-01&windDirection=50
And my problem was solved by changing the route file to:
GET /deviceDatas controllers.DeviceDatas.listDeviceData
GET /deviceDatas controllers.DeviceDatas.createDeviceData(device_ID: Long, insertDate: String, windDirection: Double)
To pass in data for multiple records, and also to pass in DateTime data, send the data in the request's json body instead of as url params
http://www.playframework.com/documentation/2.2.x/ScalaBodyParsers
http://www.playframework.com/documentation/2.2.x/ScalaJson
Action(parse.json) { implicit request =>
(request.body \ "records") match {
case arr: JsArray => arr.value.foreach(json => {
val deviceId = (json \ "device_ID").as[Long]
val date = (json \ "insertDate").as[String]
val windDirection = (json \ "windDirection").as[Double]
// insert data in database
})
case _ => throw new IllegalArgumentException("Invalid Json: records must be a JsArray")
}}
The json for your records might look something like
{"records" : [
{"device_ID" : 123, "insertDate" : "2014-03-01 12:00:00", "windDirection" : 123.45},
{"device_ID" : 456, "insertDate" : "2014-03-02 12:00:00", "windDirection" : 54.321}]}