using System;
using System.Collections.Generic;
using NT8.Core.Common.Models;
namespace NT8.Core.Indicators
{
///
/// Represents value area range around volume point of control.
///
public class ValueArea
{
///
/// Volume point of control (highest volume price level).
///
public double VPOC { get; set; }
///
/// Value area high boundary.
///
public double ValueAreaHigh { get; set; }
///
/// Value area low boundary.
///
public double ValueAreaLow { get; set; }
///
/// Total profile volume.
///
public double TotalVolume { get; set; }
///
/// Value area volume.
///
public double ValueAreaVolume { get; set; }
///
/// Creates a value area model.
///
/// VPOC level.
/// Value area high.
/// Value area low.
/// Total volume.
/// Value area volume.
public ValueArea(double vpoc, double valueAreaHigh, double valueAreaLow, double totalVolume, double valueAreaVolume)
{
VPOC = vpoc;
ValueAreaHigh = valueAreaHigh;
ValueAreaLow = valueAreaLow;
TotalVolume = totalVolume;
ValueAreaVolume = valueAreaVolume;
}
}
///
/// Analyzes volume profile by price level and derives VPOC/value areas.
///
public class VolumeProfileAnalyzer
{
private readonly object _lock = new object();
///
/// Gets VPOC from provided bars.
///
/// Bars in profile window.
/// VPOC price level.
public double GetVPOC(List bars)
{
if (bars == null)
throw new ArgumentNullException("bars");
lock (_lock)
{
var profile = BuildProfile(bars, 0.25);
if (profile.Count == 0)
return 0.0;
var maxVolume = double.MinValue;
var vpoc = 0.0;
foreach (var kv in profile)
{
if (kv.Value > maxVolume)
{
maxVolume = kv.Value;
vpoc = kv.Key;
}
}
return vpoc;
}
}
///
/// Returns high volume nodes where volume exceeds 1.5x average level volume.
///
/// Bars in profile window.
/// High volume node price levels.
public List GetHighVolumeNodes(List bars)
{
if (bars == null)
throw new ArgumentNullException("bars");
lock (_lock)
{
var profile = BuildProfile(bars, 0.25);
var result = new List();
if (profile.Count == 0)
return result;
var avg = CalculateAverageVolume(profile);
var threshold = avg * 1.5;
foreach (var kv in profile)
{
if (kv.Value >= threshold)
result.Add(kv.Key);
}
result.Sort();
return result;
}
}
///
/// Returns low volume nodes where volume is below 0.5x average level volume.
///
/// Bars in profile window.
/// Low volume node price levels.
public List GetLowVolumeNodes(List bars)
{
if (bars == null)
throw new ArgumentNullException("bars");
lock (_lock)
{
var profile = BuildProfile(bars, 0.25);
var result = new List();
if (profile.Count == 0)
return result;
var avg = CalculateAverageVolume(profile);
var threshold = avg * 0.5;
foreach (var kv in profile)
{
if (kv.Value <= threshold)
result.Add(kv.Key);
}
result.Sort();
return result;
}
}
///
/// Calculates 70% value area around VPOC.
///
/// Bars in profile window.
/// Calculated value area.
public ValueArea CalculateValueArea(List bars)
{
if (bars == null)
throw new ArgumentNullException("bars");
lock (_lock)
{
var profile = BuildProfile(bars, 0.25);
if (profile.Count == 0)
return new ValueArea(0.0, 0.0, 0.0, 0.0, 0.0);
var levels = new List(profile.Keys);
levels.Sort();
var vpoc = GetVPOC(bars);
var totalVolume = 0.0;
for (var i = 0; i < levels.Count; i++)
totalVolume += profile[levels[i]];
var target = totalVolume * 0.70;
var included = new HashSet();
included.Add(vpoc);
var includedVolume = profile.ContainsKey(vpoc) ? profile[vpoc] : 0.0;
var vpocIndex = levels.IndexOf(vpoc);
var left = vpocIndex - 1;
var right = vpocIndex + 1;
while (includedVolume < target && (left >= 0 || right < levels.Count))
{
var leftVolume = left >= 0 ? profile[levels[left]] : -1.0;
var rightVolume = right < levels.Count ? profile[levels[right]] : -1.0;
if (rightVolume > leftVolume)
{
included.Add(levels[right]);
includedVolume += profile[levels[right]];
right++;
}
else if (left >= 0)
{
included.Add(levels[left]);
includedVolume += profile[levels[left]];
left--;
}
else
{
included.Add(levels[right]);
includedVolume += profile[levels[right]];
right++;
}
}
var vah = vpoc;
var val = vpoc;
foreach (var level in included)
{
if (level > vah)
vah = level;
if (level < val)
val = level;
}
return new ValueArea(vpoc, vah, val, totalVolume, includedVolume);
}
}
private static Dictionary BuildProfile(List bars, double tickSize)
{
var profile = new Dictionary();
for (var i = 0; i < bars.Count; i++)
{
var bar = bars[i];
if (bar == null)
continue;
var low = RoundToTick(bar.Low, tickSize);
var high = RoundToTick(bar.High, tickSize);
if (high < low)
{
var temp = high;
high = low;
low = temp;
}
var levelsCount = ((high - low) / tickSize) + 1.0;
if (levelsCount <= 0.0)
continue;
var volumePerLevel = bar.Volume / levelsCount;
var level = low;
while (level <= high + 0.0000001)
{
if (!profile.ContainsKey(level))
profile.Add(level, 0.0);
profile[level] = profile[level] + volumePerLevel;
level = RoundToTick(level + tickSize, tickSize);
}
}
return profile;
}
private static double CalculateAverageVolume(Dictionary profile)
{
if (profile == null || profile.Count == 0)
return 0.0;
var sum = 0.0;
var count = 0;
foreach (var kv in profile)
{
sum += kv.Value;
count++;
}
return count > 0 ? sum / count : 0.0;
}
private static double RoundToTick(double value, double tickSize)
{
if (tickSize <= 0.0)
return value;
var ticks = Math.Round(value / tickSize);
return ticks * tickSize;
}
}
}