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Level2 data
Access to aggregate and non-aggregate order book collections.
Order book (or level2) is a collection of buy and sell orders for specific instruments organized by price level. Each level has three important values - price, size and side. This collection is dynamic, in other words, it is constantly updated in real time during the day.
Many professional traders develop their strategies using order book data. Quantower API provides users an easy way to get aggregated and non-aggregated order book snapshots. To use it you just need to execute the "GetDepthOfMarketAggregatedCollections" method and pass the parameters you need. This method is located at the "DepthOfMarket" class. Each instrument has its own "DepthOfMarket" object.
There are two method overloads:
public DepthOfMarketAggregatedCollections GetDepthOfMarketAggregatedCollections(GetLevel2ItemsParameters parameters = null)
- CustomTickSize - aggregation step (cannot be less than symbol tick size)
- LevelsCount - number of levels required
- CalculateCumulative - set ‘true’ if you need cumulative value for each price level.
public DepthOfMarketAggregatedCollections GetDepthOfMarketAggregatedCollections(GetDepthOfMarketParameters parameters)
- CalculateImbalancePercent - set ‘true’ if you need ‘imbalance’ value for each price level.
These methods return a ‘DepthOfMarketAggregatedCollections’ object with two lists - ‘Asks’ and ‘Bids’. Each collection contains instances of ‘Level2Item’ class. There are our price levels.
In this topic we will develop a simple indicator which will draw ‘Cumulative’ values as histogram.
First, let’s define input parameters. We want to manage the number of levels and set custom tick size.
[InputParameter("Level count", 10, 1, 9999, 1, 0)]
public int InputLevelsCount = 10;
[InputParameter("Custom tick size", 30, 0.0001, 9999, 0.0001, 4)]
public double InputCustomTicksize = 0.0001;
Populate constructor of our class. Define name and add line series.
Name = "Level2 cumulative";
AddLineSeries("Asks cumulative", Color.DarkRed, 10, LineStyle.Histogramm);
AddLineSeries("Bids cumulative", Color.DarkGreen, 10, LineStyle.Histogramm);
SeparateWindow = true;
Pay attention! In the ‘OnInit’ method we need to subscribe to the ‘NewLevel2’ event. This is necessary for the terminal to send a 'order book' subscription request to the vendor. The ‘Symbol_NewLevel2Handler’ method we leave empty.
protected override void OnInit()
{
this.Symbol.NewLevel2 += Symbol_NewLevel2Handler;
}
private void Symbol_NewLevel2Handler(Symbol symbol, Level2Quote level2, DOMQuote dom)
{
}
In the ‘OnUpdate’ method we skip the historical part and then get a level2 snapshot. Be sure to check that the ask/bid collections have values. Then we get the required levels and set ‘Cumulative’ values into our indicator buffers.
protected override void OnUpdate(UpdateArgs args)
{
// skip historical part
if (args.Reason == UpdateReason.HistoricalBar)
return;
// get current 'order book' snapshot
var dom = this.Symbol.DepthOfMarket.GetDepthOfMarketAggregatedCollections(new GetLevel2ItemsParameters()
{
AggregateMethod = AggregateMethod.ByPriceLVL,
LevelsCount = this.InputLevelsCount,
CalculateCumulative = true,
CustomTickSize = this.InputCustomTicksize
});
if (dom.Asks.Length > 0)
SetValue(dom.Asks.Last().Cumulative, 0);
if (dom.Bids.Length > 0)
SetValue(-dom.Bids.Last().Cumulative, 1);
}
In the ‘OnClear’ don’t forget to unsubscribe from the ‘NewLevel2’.
protected override void OnClear()
{
this.Symbol.NewLevel2 -= Symbol_NewLevel2Handler;
}
Last modified 2yr ago