islandflow/services/candles/src/aggregator.ts

265 lines
6.9 KiB
TypeScript

import type { EquityCandle, EquityPrint } from "@islandflow/types";
export type CandleAggregationConfig = {
intervalsMs: number[];
maxLateMs: number;
};
export type CandleAggregationResult = {
emitted: EquityCandle[];
droppedLate: number;
};
type CandleBuilder = {
windowStart: number;
intervalMs: number;
underlyingId: string;
open: number;
high: number;
low: number;
close: number;
volume: number;
tradeCount: number;
openTs: number;
openSeq: number;
openSourceTs: number;
closeTs: number;
closeSeq: number;
closeIngestTs: number;
};
type IntervalState = {
intervalMs: number;
underlyingId: string;
lastTsSeen: number;
windows: Map<number, CandleBuilder>;
};
const toPositiveInt = (value: number): number | null => {
if (!Number.isFinite(value)) {
return null;
}
const normalized = Math.floor(value);
if (normalized <= 0) {
return null;
}
return normalized;
};
export const normalizeIntervals = (intervals: number[]): number[] => {
const unique = new Set<number>();
for (const interval of intervals) {
const normalized = toPositiveInt(interval);
if (normalized) {
unique.add(normalized);
}
}
return Array.from(unique).sort((a, b) => a - b);
};
export const parseIntervals = (value: string | undefined, fallback: number[]): number[] => {
if (!value) {
return normalizeIntervals(fallback);
}
const parsed = value
.split(",")
.map((entry) => Number(entry.trim()))
.filter((entry) => Number.isFinite(entry));
const normalized = normalizeIntervals(parsed);
return normalized.length > 0 ? normalized : normalizeIntervals(fallback);
};
const buildStateKey = (underlyingId: string, intervalMs: number): string => {
return `${underlyingId}:${intervalMs}`;
};
const getWindowStart = (ts: number, intervalMs: number): number => {
return Math.floor(ts / intervalMs) * intervalMs;
};
const isEarlier = (ts: number, seq: number, otherTs: number, otherSeq: number): boolean => {
if (ts !== otherTs) {
return ts < otherTs;
}
return seq < otherSeq;
};
const isLater = (ts: number, seq: number, otherTs: number, otherSeq: number): boolean => {
if (ts !== otherTs) {
return ts > otherTs;
}
return seq > otherSeq;
};
const createBuilder = (
print: EquityPrint,
intervalMs: number,
windowStart: number
): CandleBuilder => {
return {
windowStart,
intervalMs,
underlyingId: print.underlying_id,
open: print.price,
high: print.price,
low: print.price,
close: print.price,
volume: print.size,
tradeCount: 1,
openTs: print.ts,
openSeq: print.seq,
openSourceTs: print.source_ts,
closeTs: print.ts,
closeSeq: print.seq,
closeIngestTs: print.ingest_ts
};
};
const updateBuilder = (builder: CandleBuilder, print: EquityPrint): CandleBuilder => {
builder.volume += print.size;
builder.tradeCount += 1;
builder.high = Math.max(builder.high, print.price);
builder.low = Math.min(builder.low, print.price);
if (isEarlier(print.ts, print.seq, builder.openTs, builder.openSeq)) {
builder.open = print.price;
builder.openTs = print.ts;
builder.openSeq = print.seq;
builder.openSourceTs = print.source_ts;
}
if (isLater(print.ts, print.seq, builder.closeTs, builder.closeSeq)) {
builder.close = print.price;
builder.closeTs = print.ts;
builder.closeSeq = print.seq;
builder.closeIngestTs = print.ingest_ts;
}
return builder;
};
const toEquityCandle = (builder: CandleBuilder): EquityCandle => {
return {
source_ts: builder.openSourceTs,
ingest_ts: builder.closeIngestTs,
seq: builder.closeSeq,
trace_id: `candle:${builder.underlyingId}:${builder.intervalMs}:${builder.windowStart}`,
ts: builder.windowStart,
interval_ms: builder.intervalMs,
underlying_id: builder.underlyingId,
open: builder.open,
high: builder.high,
low: builder.low,
close: builder.close,
volume: builder.volume,
trade_count: builder.tradeCount
};
};
const flushState = (state: IntervalState, watermark: number): EquityCandle[] => {
const eligibleStarts: number[] = [];
for (const start of state.windows.keys()) {
if (start + state.intervalMs <= watermark) {
eligibleStarts.push(start);
}
}
if (eligibleStarts.length === 0) {
return [];
}
eligibleStarts.sort((a, b) => a - b);
const emitted: EquityCandle[] = [];
for (const start of eligibleStarts) {
const builder = state.windows.get(start);
if (!builder) {
continue;
}
state.windows.delete(start);
emitted.push(toEquityCandle(builder));
}
return emitted;
};
export class CandleAggregator {
private readonly intervalsMs: number[];
private readonly maxLateMs: number;
private readonly stateByKey = new Map<string, IntervalState>();
constructor(config: CandleAggregationConfig) {
this.intervalsMs = normalizeIntervals(config.intervalsMs);
this.maxLateMs = Math.max(0, Math.floor(config.maxLateMs));
}
ingest(print: EquityPrint): CandleAggregationResult {
const emitted: EquityCandle[] = [];
let droppedLate = 0;
for (const intervalMs of this.intervalsMs) {
const key = buildStateKey(print.underlying_id, intervalMs);
const state =
this.stateByKey.get(key) ??
({
intervalMs,
underlyingId: print.underlying_id,
lastTsSeen: 0,
windows: new Map()
} satisfies IntervalState);
state.lastTsSeen = Math.max(state.lastTsSeen, print.ts);
this.stateByKey.set(key, state);
const windowStart = getWindowStart(print.ts, intervalMs);
const windowEnd = windowStart + intervalMs;
const watermark = Math.max(0, state.lastTsSeen - this.maxLateMs);
if (windowEnd <= watermark && !state.windows.has(windowStart)) {
droppedLate += 1;
} else {
const existing = state.windows.get(windowStart);
if (existing) {
updateBuilder(existing, print);
} else {
state.windows.set(windowStart, createBuilder(print, intervalMs, windowStart));
}
}
emitted.push(...flushState(state, watermark));
}
return { emitted, droppedLate };
}
flushExpired(now: number): EquityCandle[] {
const watermark = Math.max(0, Math.floor(now) - this.maxLateMs);
const emitted: EquityCandle[] = [];
for (const state of this.stateByKey.values()) {
state.lastTsSeen = Math.max(state.lastTsSeen, watermark);
emitted.push(...flushState(state, watermark));
}
return emitted;
}
drain(): EquityCandle[] {
const emitted: EquityCandle[] = [];
for (const state of this.stateByKey.values()) {
const starts = Array.from(state.windows.keys()).sort((a, b) => a - b);
for (const start of starts) {
const builder = state.windows.get(start);
if (!builder) {
continue;
}
state.windows.delete(start);
emitted.push(toEquityCandle(builder));
}
}
return emitted;
}
}