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Description
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 priceCore 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);
}
}Metadata
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documentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is needed