QuantEngineByItz/src/dotnet/QuantEngine.Application/Services/DataNormalizationHelper.cs

namespace QuantEngine.Application.Services;

/// <summary>
/// 데이터 정규화 유틸 — Python kis_data_collection_v1.py 라인 76-99 포팅
/// </summary>
public static class DataNormalizationHelper
{
    /// <summary>
    /// 값을 double로 강제 변환 (Python _coerce_float 대응)
    /// null/"" → null, "1,234.56%" → 1234.56
    /// </summary>
    public static double? CoerceFloat(object? value)
    {
        if (value == null || string.IsNullOrEmpty(value.ToString()))
            return null;

        try
        {
            var str = value.ToString()?.Replace(",", "").Replace("%", "").Trim() ?? "";
            if (string.IsNullOrEmpty(str))
                return null;
            return double.Parse(str);
        }
        catch
        {
            return null;
        }
    }

    /// <summary>
    /// 재귀적으로 첫 번째 non-null 값 찾기 (Python _find_first_value 대응)
    /// </summary>
    public static object? FindFirstValue(Dictionary<string, object>? payload, params string[] keys)
    {
        if (payload == null)
            return null;

        var stack = new Stack<object>();
        stack.Push(payload);

        while (stack.Count > 0)
        {
            var item = stack.Pop();
            
            if (item is Dictionary<string, object> dict)
            {
                foreach (var key in keys)
                {
                    if (dict.TryGetValue(key, out var value) && value != null && !string.IsNullOrEmpty(value.ToString()))
                        return value;
                }
                foreach (var value in dict.Values)
                {
                    if (value != null) stack.Push(value);
                }
            }
            else if (item is List<object> list)
            {
                foreach (var value in list)
                {
                    if (value != null) stack.Push(value);
                }
            }
        }
        return null;
    }

    /// <summary>
    /// KST 현재 시각을 ISO 8601 형식으로 반환
    /// </summary>
    public static string KstNowIso()
    {
        var kst = TimeZoneInfo.FindSystemTimeZoneById("Korea Standard Time");
        return TimeZoneInfo.ConvertTime(DateTime.Now, kst).ToString("o");
    }
}