/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using QuantConnect.Data.Market;
namespace QuantConnect.Indicators
{
///
/// This indicator computes the Volume Weighted Moving Average (VWMA)
/// It is a technical analysis indicator used by traders to determine the average price of an asset over a given period of time,
/// taking into account both price and volume.
///
public class VolumeWeightedMovingAverage : TradeBarIndicator, IIndicatorWarmUpPeriodProvider
{
private readonly IndicatorBase _rollingSumPriceMultipliedByVolume;
private readonly IndicatorBase _rollingSumVolume;
///
/// Required period, in data points, for the indicator to be ready and fully initialized.
///
public int WarmUpPeriod { get; }
///
/// Gets a flag indicating when this indicator is ready and fully initialized
///
public override bool IsReady => _rollingSumPriceMultipliedByVolume.IsReady && _rollingSumVolume.IsReady;
///
/// Initializes a new instance of the class using the specified name.
///
/// The name of this indicator
/// The period of the SMA
public VolumeWeightedMovingAverage(string name, int period)
: base(name)
{
WarmUpPeriod = period;
_rollingSumPriceMultipliedByVolume = new Sum(name + "_SumPxV", period);
_rollingSumVolume = new Sum(name + "_SumVolume", period);
}
///
/// Initializes a new instance of the class using the specified name.
///
/// The period of the SMA
public VolumeWeightedMovingAverage(int period)
: this($"VWMA({period})", period)
{
}
///
/// Computes the next value of this indicator from the given state
///
/// The input given to the indicator
/// A new value for this indicator
protected override decimal ComputeNextValue(TradeBar input)
{
_rollingSumPriceMultipliedByVolume.Update(input.EndTime, input.Close * input.Volume);
_rollingSumVolume.Update(input.EndTime, input.Volume);
var sumVolume = _rollingSumVolume.Current.Value;
if (sumVolume != 0)
{
return _rollingSumPriceMultipliedByVolume.Current.Value / sumVolume;
}
return input.Close;
}
///
/// Resets this indicator to its initial state
///
public override void Reset()
{
_rollingSumPriceMultipliedByVolume.Reset();
_rollingSumVolume.Reset();
base.Reset();
}
}
}