Add smart money event calendar enrichment
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6108aea166
commit
6b794ec7ac
11 changed files with 270 additions and 8 deletions
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@ -1,5 +1,10 @@
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import { readEnv } from "@islandflow/config";
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import { createLogger } from "@islandflow/observability";
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import {
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createEmptyEventCalendarProvider,
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loadEventCalendarProviderFromFile,
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type EventCalendarProvider
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} from "@islandflow/refdata/event-calendar";
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import {
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SUBJECT_ALERTS,
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SUBJECT_CLASSIFIER_HITS,
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@ -135,10 +140,12 @@ const envSchema = z.object({
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CLASSIFIER_MIN_AGGRESSOR_RATIO: z.coerce.number().min(0).max(1).default(0.55),
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CLASSIFIER_0DTE_MAX_ATM_PCT: z.coerce.number().min(0).max(1).default(0.01),
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CLASSIFIER_0DTE_MIN_PREMIUM: z.coerce.number().positive().default(20_000),
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CLASSIFIER_0DTE_MIN_SIZE: z.coerce.number().int().positive().default(400)
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CLASSIFIER_0DTE_MIN_SIZE: z.coerce.number().int().positive().default(400),
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SMART_MONEY_EVENT_CALENDAR_PATH: z.string().optional()
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});
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const env = readEnv(envSchema);
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let eventCalendarProvider: EventCalendarProvider = createEmptyEventCalendarProvider();
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const classifierConfig: ClassifierConfig = {
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sweepMinPremium: env.CLASSIFIER_SWEEP_MIN_PREMIUM,
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@ -898,7 +905,16 @@ const emitClassifiers = async (
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): Promise<void> => {
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let smartMoneyEvent: SmartMoneyEvent;
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try {
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smartMoneyEvent = SmartMoneyEventSchema.parse(buildSmartMoneyEventFromPacket(packet));
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const underlyingId =
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typeof packet.features.underlying_id === "string"
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? packet.features.underlying_id
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: parseContractId(typeof packet.features.option_contract_id === "string" ? packet.features.option_contract_id : "")?.root;
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const referenceTs =
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typeof packet.features.end_ts === "number" && Number.isFinite(packet.features.end_ts)
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? packet.features.end_ts
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: packet.source_ts;
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const eventCalendarMatch = underlyingId ? eventCalendarProvider.findNextEvent(underlyingId, referenceTs) : null;
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smartMoneyEvent = SmartMoneyEventSchema.parse(buildSmartMoneyEventFromPacket(packet, { eventCalendarMatch }));
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await insertSmartMoneyEvent(clickhouse, smartMoneyEvent);
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await publishJson(js, SUBJECT_SMART_MONEY_EVENTS, smartMoneyEvent);
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} catch (error) {
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@ -1200,6 +1216,19 @@ const run = async () => {
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database: env.CLICKHOUSE_DATABASE
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});
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if (env.SMART_MONEY_EVENT_CALENDAR_PATH) {
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try {
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eventCalendarProvider = await loadEventCalendarProviderFromFile(env.SMART_MONEY_EVENT_CALENDAR_PATH);
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logger.info("smart money event calendar loaded", { path: env.SMART_MONEY_EVENT_CALENDAR_PATH });
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} catch (error) {
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eventCalendarProvider = createEmptyEventCalendarProvider();
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logger.warn("smart money event calendar unavailable; scoring will use neutral event features", {
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path: env.SMART_MONEY_EVENT_CALENDAR_PATH,
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error: error instanceof Error ? error.message : String(error)
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});
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}
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}
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const redis = createRedisClient(env.REDIS_URL);
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redis.on("error", (error) => {
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logger.warn("redis client error", { error: error instanceof Error ? error.message : String(error) });
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@ -8,6 +8,7 @@ import {
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type SmartMoneyProfileId,
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type SmartMoneyProfileScore
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} from "@islandflow/types";
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import type { EventCalendarMatch } from "@islandflow/refdata/event-calendar";
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import { parseContractId } from "./contracts";
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const MS_PER_DAY = 86_400_000;
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@ -97,7 +98,11 @@ const inferDirection = (packet: FlowPacket): SmartMoneyDirection => {
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return "neutral";
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};
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const buildFeatures = (packet: FlowPacket): SmartMoneyFeatures => {
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export type SmartMoneyParentEventOptions = {
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eventCalendarMatch?: EventCalendarMatch | null;
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};
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const buildFeatures = (packet: FlowPacket, options: SmartMoneyParentEventOptions = {}): SmartMoneyFeatures => {
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const contractId = stringFeature(packet, "option_contract_id");
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const contract = parseContractId(contractId);
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const underlyingMid = numberFeature(packet, "underlying_mid");
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@ -108,7 +113,8 @@ const buildFeatures = (packet: FlowPacket): SmartMoneyFeatures => {
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const structureLegs = Math.max(0, Math.round(numberFeature(packet, "structure_legs")));
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const strikeCount = Math.max(1, Math.round(numberFeature(packet, "structure_strikes") || (contract ? 1 : 0)));
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const specialCount = numberFeature(packet, "special_print_count");
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const eventTs = numberFeature(packet, "corporate_event_ts");
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const calendarEventTs = options.eventCalendarMatch?.event_ts ?? null;
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const eventTs = calendarEventTs ?? numberFeature(packet, "corporate_event_ts");
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const referenceTs = getReferenceTs(packet);
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const expiryTs = contract ? Date.parse(`${contract.expiry}T00:00:00Z`) : Number.NaN;
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@ -259,8 +265,11 @@ const evaluateProfiles = (
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return scores.sort((a, b) => b.probability - a.probability);
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};
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export const buildSmartMoneyEventFromPacket = (packet: FlowPacket): SmartMoneyEvent => {
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const features = buildFeatures(packet);
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export const buildSmartMoneyEventFromPacket = (
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packet: FlowPacket,
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options: SmartMoneyParentEventOptions = {}
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): SmartMoneyEvent => {
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const features = buildFeatures(packet, options);
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const suppressed = detectSuppression(packet, features);
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const profileScores = evaluateProfiles(packet, features, suppressed);
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const primary = profileScores[0] ?? null;
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