Write large collection object (parsed from json) to excel range

Consider the below example, there is pure VBA JSON parser. It's quite fast, but not so flexible, so it's suitable for parsing of simple json array of objects containing table-like data only.

Option Explicit

Sub Test()
    
    Dim strJsonString As String
    Dim arrResult() As Variant
    
    ' download
    strJsonString = DownloadJson("https://www.gw2shinies.com/api/json/item/tp")
    
    ' process
    arrResult = ConvertJsonToArray(strJsonString)
    
    ' output
    Output Sheets(1), arrResult
    
End Sub

Function DownloadJson(strUrl As String) As String
    
    With CreateObject("MSXML2.XMLHTTP")
        .Open "GET", strUrl
        .Send
        If .Status <> 200 Then
            Debug.Print .Status
            Exit Function
        End If
        DownloadJson = .responseText
    End With
    
End Function


Function ConvertJsonToArray(strJsonString As String) As Variant
    
    Dim strCnt As String
    Dim strMarkerQuot As String
    Dim arrUnicode() As String
    Dim arrQuots() As String
    Dim arrRows() As String
    Dim arrProps() As String
    Dim arrTokens() As String
    Dim arrHeader() As String
    Dim arrColumns() As Variant
    Dim arrColumn() As Variant
    Dim arrTable() As Variant
    Dim j As Long
    Dim i As Long
    Dim lngMaxRowIdx As Long
    Dim lngMaxColIdx As Long
    Dim lngPrevIdx As Long
    Dim lngFoundIdx As Long
    Dim arrProperty() As String
    Dim strPropName As String
    Dim strPropValue As String
    
    strCnt = Split(strJsonString, "[{")(1)
    strCnt = Split(strCnt, "}]")(0)
    
    strMarkerQuot = Mid(CreateObject("Scriptlet.TypeLib").GUID, 2, 36)
    strCnt = Replace(strCnt, "\\", "\")
    strCnt = Replace(strCnt, "\""", strMarkerQuot)
    strCnt = Replace(strCnt, "\/", "/")
    strCnt = Replace(strCnt, "\b", Chr(8))
    strCnt = Replace(strCnt, "\f", Chr(12))
    strCnt = Replace(strCnt, "\n", vbLf)
    strCnt = Replace(strCnt, "\r", vbCr)
    strCnt = Replace(strCnt, "\t", vbTab)
    
    arrUnicode = Split(strCnt, "\u")
    For i = 1 To UBound(arrUnicode)
        arrUnicode(i) = ChrW(CLng("&H" & Left(arrUnicode(i), 4))) & Mid(arrUnicode(i), 5)
    Next
    strCnt = Join(arrUnicode, "")
    
    arrQuots = Split(strCnt, """")
    ReDim arrTokens(UBound(arrQuots) \ 2)
    For i = 1 To UBound(arrQuots) Step 2
        arrTokens(i \ 2) = Replace(arrQuots(i), strMarkerQuot, """")
        arrQuots(i) = "%" & i \ 2
    Next
    
    strCnt = Join(arrQuots, "")
    strCnt = Replace(strCnt, " ", "")
    
    arrRows = Split(strCnt, "},{")
    lngMaxRowIdx = UBound(arrRows)
    For j = 0 To lngMaxRowIdx
        lngPrevIdx = -1
        arrProps = Split(arrRows(j), ",")
        For i = 0 To UBound(arrProps)
            arrProperty = Split(arrProps(i), ":")
            strPropName = arrProperty(0)
            If Left(strPropName, 1) = "%" Then strPropName = arrTokens(Mid(strPropName, 2))
            lngFoundIdx = GetArrayItemIndex(arrHeader, strPropName)
            If lngFoundIdx = -1 Then
                ReDim arrColumn(lngMaxRowIdx)
                If lngPrevIdx = -1 Then
                    ArrayAddItem arrHeader, strPropName
                    lngPrevIdx = UBound(arrHeader)
                    ArrayAddItem arrColumns, arrColumn
                Else
                    lngPrevIdx = lngPrevIdx + 1
                    ArrayInsertItem arrHeader, lngPrevIdx, strPropName
                    ArrayInsertItem arrColumns, lngPrevIdx, arrColumn
                End If
            Else
                lngPrevIdx = lngFoundIdx
            End If
            strPropValue = arrProperty(1)
            If Left(strPropValue, 1) = "%" Then strPropValue = arrTokens(Mid(strPropValue, 2))
            arrColumns(lngPrevIdx)(j) = strPropValue
        Next
    Next
    lngMaxColIdx = UBound(arrHeader)
    ReDim arrTable(lngMaxRowIdx + 1, lngMaxColIdx)
    For i = 0 To lngMaxColIdx
        arrTable(0, i) = arrHeader(i)
    Next
    For j = 0 To lngMaxRowIdx
        For i = 0 To lngMaxColIdx
            arrTable(j + 1, i) = arrColumns(i)(j)
        Next
    Next
    
    ConvertJsonToArray = arrTable
    
End Function

Sub Output(objSheet As Worksheet, arrCells() As Variant)
    
    With objSheet
        .Select
        .Range(.Cells(1, 1), Cells(UBound(arrCells, 1) + 1, UBound(arrCells, 2) + 1)).Value = arrCells
        .Columns.AutoFit
    End With
    With ActiveWindow
        .SplitColumn = 0
        .SplitRow = 1
        .FreezePanes = True
    End With
    
End Sub

Function GetArrayItemIndex(arrElements, varTest)
    For GetArrayItemIndex = 0 To SafeUBound(arrElements)
        If arrElements(GetArrayItemIndex) = varTest Then Exit Function
    Next
    GetArrayItemIndex = -1
End Function

Sub ArrayAddItem(arrElements, varElement)
    ReDim Preserve arrElements(SafeUBound(arrElements) + 1)
    arrElements(UBound(arrElements)) = varElement
End Sub

Sub ArrayInsertItem(arrElements, lngIndex, varElement)
    Dim i As Long
    ReDim Preserve arrElements(SafeUBound(arrElements) + 1)
    For i = UBound(arrElements) To lngIndex + 1 Step -1
        arrElements(i) = arrElements(i - 1)
    Next
    arrElements(i) = varElement
End Sub

Function SafeUBound(arrTest)
    On Error Resume Next
    SafeUBound = -1
    SafeUBound = UBound(arrTest)
End Function

It takes about 5 secs for downolad (approx. 7 MB), 10 secs for processing and 1.5 for output for me. The resulting worksheet contains 23694 rows including table header:

Update

Fast jsJsonParser may help to process large amount of data. Check this Douglas Crockford json2.js implementation for VBA

Have you tried calling the web service via the vba-web toolkit (from the same people who made vba-json)? It automatically wraps the JSON result into a data object.

I then created a Function that converts a simple table-like JSON into a 2D array, which I then paste it into a Range.

First, here's the function you can add to your code:

' Converts a simple JSON dictionary into an array
Function ConvertSimpleJsonToArray(data As Variant, ParamArray columnDefinitionsArray() As Variant) As Variant
    Dim NumRows, NumColumns As Long
    NumRows = data.Count
    NumColumns = UBound(columnDefinitionsArray) - LBound(columnDefinitionsArray) + 1

    Dim ResultArray() As Variant
    ReDim ResultArray(0 To NumRows, 0 To (NumColumns - 1)) 'Rows need an extra header row but columns do not

    Dim x, y As Integer

    'Column headers
    For y = LBound(columnDefinitionsArray) To UBound(columnDefinitionsArray)
        ResultArray(LBound(ResultArray), y) = columnDefinitionsArray(y)
    Next

    'Data rows
    For x = 1 To NumRows
        For y = LBound(columnDefinitionsArray) To UBound(columnDefinitionsArray)
            ResultArray(x, y) = data(x)(columnDefinitionsArray(y))
        Next
    Next

    ConvertSimpleJsonToArray = ResultArray
End Function

Here's how I tried calling your API and populating just 4 columns into Excel:

Sub Auto_Open()
    Dim FocusClient As New WebClient
    FocusClient.BaseUrl = "https://www.gw2shinies.com/api"

    ' Use GetJSON helper to execute simple request and work with response
    Dim Resource As String
    Dim Response As WebResponse

    'Create a Request and get Response
    Resource = "json/item/tp"
    Set Response = FocusClient.GetJson(Resource)

    If Response.StatusCode = WebStatusCode.Ok Then
        Dim ResultArray() As Variant

        ResultArray = ConvertSimpleJsonToArray(Response.data, "item_id", "name", "type", "subtype")

        Dim NumRows, NumColumns As Long
        NumRows = UBound(ResultArray) - LBound(ResultArray) + 1
        NumColumns = UBound(ResultArray, 2) - LBound(ResultArray, 2) + 1

        ActiveSheet.Range("a1").Resize(NumRows, NumColumns).Value = ResultArray
    Else
        Debug.Print "Error: " & Response.Content
    End If
End Sub

Yes it does take a few seconds to run, but that's more likely to the 26000 rows you have. Even loading the raw JSON in Chrome took a few seconds and this has JSON parsing and loading into array on top of it. You can benchmark the code by Debug.Print timestamps after each code block.

I hope that helps!