Requirements
For using onDepth hook we need to get full depth snapshot, because onDepth stream using delta updates for price and volume at this price in current time.
Transport snapshot api call
getDepthSnapshot(): Map<number, number> // method returns object with price and volume at this price
Core hook
// Core method noop (implementation in strategy required by developer)
protected async onDepth(depth: Depth): Promise<void> {}
Strategy hook
async onDepthSnapshot(snapshot) {
this.orderBookAggregator.useSnapshot(snapshot);
}
Market Depth builder example
class OrderBookAggregator {
private bids = new Map<number, number>();
private asks = new Map<number, number>();
private splitPrice = 0;
private maxPercent = 10;
private precision = 1;
private round = 50;
constructor() {}
update(depth: Depth) {
const bidsSize = depth.bids.length - 1;
depth.bids.forEach((item, idx) => {
this.bids.set(item.price, item.qty);
if (idx === bidsSize) {
this.splitPrice = item.price;
}
});
depth.asks.forEach((item) => {
this.asks.set(item.price, item.qty);
});
// Keep memory clean
this.bids.forEach((qty, price) => {
const percent = math.percentChange(this.splitPrice, price);
if (percent > this.maxPercent || percent < -this.maxPercent || price > this.splitPrice) {
this.bids.delete(price);
}
});
this.asks.forEach((qty, price) => {
const percent = math.percentChange(this.splitPrice, price);
if (percent > this.maxPercent || percent < -this.maxPercent || price <= this.splitPrice) {
this.asks.delete(price);
}
});
console.clear();
this.printAsks();
console.log('--------');
this.printBids();
// console.log(this.asks);
}
printBids() {
console.log('Buyers (BID):');
const result = {};
Array.from(this.bids.keys()).forEach((key) => {
const transformedKey = this.getKey(key);
result[transformedKey] = result[transformedKey] || 0 + this.bids.get(key);
});
Object.keys(result)
.sort()
.reverse()
.slice(0, 15)
.forEach((key) => {
console.log(key, result[key]);
});
}
printAsks() {
console.log('Sellers (ASK):');
const result = {};
Array.from(this.asks.keys()).forEach((key) => {
const transformedKey = this.getKey(key);
result[transformedKey] = result[transformedKey] || 0 + this.asks.get(key);
});
Object.keys(result)
.sort()
.reverse()
.slice(-15)
.forEach((key) => {
console.log(key, result[key]);
});
// console.log(sorted);
}
private getKey(key: number) {
if (this.round) {
key = ~~(key / this.round) * this.round;
}
return math.toFixed(key, this.precision);
}
}
Requirements
For using
onDepthhook we need to get full depth snapshot, becauseonDepthstream using delta updates for price and volume at this price in current time.Transport snapshot api call
Core hook
Strategy hook
Market Depth builder example