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Add Price Volume Trend (PVT) Indicator and Tests
- Implemented the PvtIndicator class for calculating Price Volume Trend in Quantower. - Created unit tests for the Pvt class to validate calculations and state management. - Added validation tests to ensure consistency with OoplesFinance's implementation. - Developed a comprehensive documentation (Pvt.md) explaining the PVT concept, calculations, and usage. - Included methods for batch calculations and streaming updates for PVT.
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using TradingPlatform.BusinessLayer;
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namespace QuanTAlib.Tests;
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public class PviIndicatorTests
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{
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[Fact]
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public void PviIndicator_Constructor_SetsDefaults()
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{
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var indicator = new PviIndicator();
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Assert.Equal("PVI - Positive Volume Index", indicator.Name);
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Assert.Equal(100, indicator.StartValue);
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Assert.True(indicator.SeparateWindow);
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Assert.True(indicator.OnBackGround);
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Assert.Equal(2, indicator.MinHistoryDepths);
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}
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[Fact]
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public void PviIndicator_ShortName_ReflectsStartValue()
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{
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var indicator = new PviIndicator { StartValue = 1000 };
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Assert.Equal("PVI(1000)", indicator.ShortName);
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}
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[Fact]
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public void PviIndicator_MinHistoryDepths_EqualsTwo()
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{
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var indicator = new PviIndicator();
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Assert.Equal(2, indicator.MinHistoryDepths);
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Assert.Equal(2, ((IWatchlistIndicator)indicator).MinHistoryDepths);
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}
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[Fact]
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public void PviIndicator_Initialize_CreatesInternalPvi()
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{
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var indicator = new PviIndicator();
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// Initialize should not throw
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indicator.Initialize();
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// After init, line series should exist
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Assert.Single(indicator.LinesSeries);
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}
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[Fact]
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public void PviIndicator_ProcessUpdate_HistoricalBar_ComputesValue()
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{
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var indicator = new PviIndicator();
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indicator.Initialize();
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// Add historical data
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var now = DateTime.UtcNow;
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for (int i = 0; i < 30; i++)
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{
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// Volume increasing pattern to trigger PVI changes
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indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i, 100000 + (i * 1000));
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// Process update for each bar to simulate history loading
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var args = new UpdateArgs(UpdateReason.HistoricalBar);
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indicator.ProcessUpdate(args);
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}
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// Line series should have a value
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double val = indicator.LinesSeries[0].GetValue(0);
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Assert.True(double.IsFinite(val));
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}
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[Fact]
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public void PviIndicator_ProcessUpdate_NewBar_ComputesValue()
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{
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var indicator = new PviIndicator();
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indicator.Initialize();
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var now = DateTime.UtcNow;
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for (int i = 0; i < 30; i++)
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{
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indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i, 100000);
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}
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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// Add new bar with higher volume to trigger PVI update
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indicator.HistoricalData.AddBar(now.AddMinutes(30), 130, 140, 120, 135, 150000);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.NewBar));
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Assert.Equal(2, indicator.LinesSeries[0].Count);
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}
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[Fact]
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public void PviIndicator_Value_IsPositive()
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{
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var indicator = new PviIndicator();
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indicator.Initialize();
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var now = DateTime.UtcNow;
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for (int i = 0; i < 50; i++)
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{
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// Create varying price and volume patterns
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double open = 100 + i;
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double high = open + 10 + (i % 5);
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double low = open - 5;
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double close = (i % 2 == 0) ? high - 1 : low + 1;
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// Alternate volume up/down to trigger PVI updates
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double volume = (i % 2 == 0) ? 100000 + (i * 1000) : 100000 - (i * 1000);
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indicator.HistoricalData.AddBar(now.AddMinutes(i), open, high, low, close, volume);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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}
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double val = indicator.LinesSeries[0].GetValue(0);
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Assert.True(val > 0, $"PVI value {val} should be positive");
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}
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[Fact]
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public void PviIndicator_CustomStartValue_AffectsResult()
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{
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var indicator1 = new PviIndicator { StartValue = 100 };
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var indicator2 = new PviIndicator { StartValue = 1000 };
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indicator1.Initialize();
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indicator2.Initialize();
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var now = DateTime.UtcNow;
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for (int i = 0; i < 20; i++)
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{
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indicator1.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i, 100000 + (i * 2000));
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indicator2.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i, 100000 + (i * 2000));
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indicator1.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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indicator2.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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}
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double val1 = indicator1.LinesSeries[0].GetValue(0);
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double val2 = indicator2.LinesSeries[0].GetValue(0);
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// Ratio should be approximately 10:1
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Assert.Equal(10.0, val2 / val1, 1);
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}
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[Fact]
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public void PviIndicator_VolumeDecrease_PviUnchanged()
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{
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var indicator = new PviIndicator();
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indicator.Initialize();
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var now = DateTime.UtcNow;
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// First bar
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indicator.HistoricalData.AddBar(now, 100, 105, 95, 102, 100000);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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double firstVal = indicator.LinesSeries[0].GetValue(0);
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// Second bar with lower volume - PVI should not change
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indicator.HistoricalData.AddBar(now.AddMinutes(1), 102, 110, 100, 108, 80000);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.NewBar));
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double secondVal = indicator.LinesSeries[0].GetValue(0);
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Assert.Equal(firstVal, secondVal);
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}
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[Fact]
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public void PviIndicator_VolumeIncrease_PviUpdates()
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{
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var indicator = new PviIndicator();
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indicator.Initialize();
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var now = DateTime.UtcNow;
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// First bar
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indicator.HistoricalData.AddBar(now, 100, 105, 95, 100, 100000);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
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double firstVal = indicator.LinesSeries[0].GetValue(0);
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// Second bar with higher volume and higher close - PVI should increase
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indicator.HistoricalData.AddBar(now.AddMinutes(1), 100, 110, 98, 108, 150000);
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indicator.ProcessUpdate(new UpdateArgs(UpdateReason.NewBar));
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double secondVal = indicator.LinesSeries[0].GetValue(0);
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Assert.True(secondVal > firstVal, $"PVI should increase when volume increases and price rises: {secondVal} vs {firstVal}");
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}
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}
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