islandflow/services/ingest-options/src/adapters/databento.ts
2026-01-11 12:11:13 -05:00

332 lines
8.5 KiB
TypeScript

import { createLogger } from "@islandflow/observability";
import type { OptionIngestAdapter, OptionIngestHandlers } from "./types";
type DatabentoOptionsAdapterConfig = {
apiKey: string;
dataset: string;
schema: string;
nbboSchema: string;
start: string;
end?: string;
symbols: string;
stypeIn: string;
stypeOut: string;
limit: number;
priceScale: number;
pythonBin: string;
};
type DatabentoTradeMessage = {
type: "trade";
ts: number;
price: number;
size: number;
symbol: string;
exchange?: string;
conditions?: string[] | string;
};
type DatabentoNbboMessage = {
type: "nbbo";
ts: number;
bid: number;
ask: number;
bidSize?: number;
askSize?: number;
symbol: string;
exchange?: string;
};
type DatabentoReplayMessage = DatabentoTradeMessage | DatabentoNbboMessage;
type OptionContract = {
root: string;
expiry: string;
strike: number;
right: "C" | "P";
};
const logger = createLogger({ service: "ingest-options" });
const formatDate = (date: Date): string => date.toISOString().slice(0, 10);
const parseOccSymbol = (symbol: string): OptionContract | null => {
if (symbol.length < 15) {
return null;
}
const tail = symbol.slice(-15);
const rootRaw = symbol.slice(0, -15).trim();
const expiryRaw = tail.slice(0, 6);
const right = tail.slice(6, 7);
const strikeRaw = tail.slice(7);
if (!/^\d{6}$/.test(expiryRaw) || !/^\d{8}$/.test(strikeRaw)) {
return null;
}
if (right !== "C" && right !== "P") {
return null;
}
const year = 2000 + Number(expiryRaw.slice(0, 2));
const month = Number(expiryRaw.slice(2, 4)) - 1;
const day = Number(expiryRaw.slice(4, 6));
const expiryDate = new Date(Date.UTC(year, month, day));
const expiry = formatDate(expiryDate);
const strike = Number(strikeRaw) / 1000;
if (!rootRaw || !Number.isFinite(strike)) {
return null;
}
return {
root: rootRaw,
expiry,
strike,
right
};
};
const formatStrike = (strike: number): string => {
const fixed = strike.toFixed(3);
return fixed.replace(/\.?0+$/, "");
};
const formatContractId = (contract: OptionContract): string =>
`${contract.root}-${contract.expiry}-${formatStrike(contract.strike)}-${contract.right}`;
const normalizeTimestamp = (value: number): number => {
if (!Number.isFinite(value)) {
return Date.now();
}
if (value > 1_000_000_000_000_000) {
return Math.floor(value / 1_000_000);
}
return value;
};
const readLines = async (
stream: ReadableStream<Uint8Array>,
onLine: (line: string) => void
): Promise<void> => {
const reader = stream.getReader();
const decoder = new TextDecoder();
let buffer = "";
while (true) {
const { value, done } = await reader.read();
if (done) {
break;
}
buffer += decoder.decode(value, { stream: true });
const lines = buffer.split("\n");
buffer = lines.pop() ?? "";
for (const line of lines) {
const trimmed = line.trim();
if (trimmed.length > 0) {
onLine(trimmed);
}
}
}
if (buffer.trim().length > 0) {
onLine(buffer.trim());
}
};
export const createDatabentoOptionsAdapter = (
config: DatabentoOptionsAdapterConfig
): OptionIngestAdapter => {
return {
name: "databento",
start: (handlers: OptionIngestHandlers) => {
if (!config.apiKey) {
throw new Error("DATABENTO_API_KEY is required for the Databento adapter.");
}
if (!config.start) {
throw new Error("DATABENTO_START is required for the Databento adapter.");
}
const scriptPath = new URL("../../py/databento_replay.py", import.meta.url).pathname;
const buildArgs = (schema: string): string[] => {
const args = [
config.pythonBin,
scriptPath,
"--dataset",
config.dataset,
"--schema",
schema,
"--start",
config.start,
"--symbols",
config.symbols,
"--stype-in",
config.stypeIn,
"--stype-out",
config.stypeOut
];
if (config.end) {
args.push("--end", config.end);
}
if (config.limit > 0) {
args.push("--limit", String(config.limit));
}
return args;
};
const children: Bun.Subprocess[] = [];
let tradeSeq = 0;
let nbboSeq = 0;
const contractIdCache = new Map<string, string>();
const warnedSymbols = new Set<string>();
const resolveContractId = (symbol: string): string => {
const cached = contractIdCache.get(symbol);
if (cached) {
return cached;
}
const parsed = parseOccSymbol(symbol);
const contractId = parsed ? formatContractId(parsed) : symbol.trim() || symbol;
contractIdCache.set(symbol, contractId);
if (!parsed && !warnedSymbols.has(symbol)) {
warnedSymbols.add(symbol);
logger.warn("databento symbol parse failed; using raw symbol", { symbol });
}
return contractId;
};
const handleLine = (line: string) => {
try {
const payload = JSON.parse(line) as DatabentoReplayMessage;
if (!payload || typeof payload !== "object") {
return;
}
const symbol = String((payload as { symbol?: unknown }).symbol ?? "").trim();
if (!symbol) {
return;
}
const sourceTs = normalizeTimestamp(Number((payload as { ts?: unknown }).ts));
if (!Number.isFinite(sourceTs)) {
return;
}
const ingestTs = Date.now();
const contractId = resolveContractId(symbol);
if (payload.type === "trade") {
const price = Number(payload.price);
const size = Number(payload.size);
if (!Number.isFinite(price) || !Number.isFinite(size)) {
return;
}
const scaledPrice =
config.priceScale === 1 ? price : price / config.priceScale;
const conditions = Array.isArray(payload.conditions)
? payload.conditions.map((entry) => String(entry))
: typeof payload.conditions === "string"
? [payload.conditions]
: undefined;
tradeSeq += 1;
void handlers.onTrade({
source_ts: sourceTs,
ingest_ts: ingestTs,
seq: tradeSeq,
trace_id: `databento-${tradeSeq}`,
ts: sourceTs,
option_contract_id: contractId,
price: scaledPrice,
size,
exchange: payload.exchange ? String(payload.exchange) : "OPRA",
conditions
});
return;
}
if (payload.type === "nbbo") {
if (!handlers.onNBBO) {
return;
}
const bid = Number(payload.bid);
const ask = Number(payload.ask);
if (!Number.isFinite(bid) || !Number.isFinite(ask)) {
return;
}
const scaledBid = config.priceScale === 1 ? bid : bid / config.priceScale;
const scaledAsk = config.priceScale === 1 ? ask : ask / config.priceScale;
const bidSize = Math.max(0, Math.floor(Number(payload.bidSize ?? 0)));
const askSize = Math.max(0, Math.floor(Number(payload.askSize ?? 0)));
nbboSeq += 1;
void handlers.onNBBO({
source_ts: sourceTs,
ingest_ts: ingestTs,
seq: nbboSeq,
trace_id: `databento-${nbboSeq}`,
ts: sourceTs,
option_contract_id: contractId,
bid: scaledBid,
ask: scaledAsk,
bidSize,
askSize
});
}
} catch {
// Ignore malformed lines to keep replay streaming.
}
};
const spawnStream = (schema: string): void => {
const trimmed = schema.trim();
if (!trimmed) {
return;
}
const child = Bun.spawn(buildArgs(trimmed), {
stdout: "pipe",
stderr: "inherit",
env: {
...Bun.env,
DATABENTO_API_KEY: config.apiKey
}
});
if (!child.stdout) {
throw new Error("Databento adapter failed to attach stdout.");
}
children.push(child);
void readLines(child.stdout, handleLine);
};
spawnStream(config.schema);
spawnStream(config.nbboSchema);
return () => {
for (const child of children) {
child.kill();
}
};
}
};
};