Add additional flow classifiers

This commit is contained in:
dirtydishes 2026-01-09 16:01:08 -05:00
parent 1583a50412
commit f96f5699ef
2 changed files with 627 additions and 34 deletions

View file

@ -15,12 +15,14 @@ const baseConfig: ClassifierConfig = {
minAggressorRatio: 0.55
};
const DEFAULT_TS = Date.UTC(2024, 0, 2);
const buildPacket = (
overrides: Record<string, string | number | boolean>
): FlowPacket => {
return {
source_ts: 1,
ingest_ts: 1,
source_ts: DEFAULT_TS,
ingest_ts: DEFAULT_TS,
seq: 1,
trace_id: "trace",
id: "packet",
@ -32,6 +34,8 @@ const buildPacket = (
total_size: 20,
first_price: 1,
last_price: 1.01,
start_ts: DEFAULT_TS - 500,
end_ts: DEFAULT_TS,
window_ms: 500,
...overrides
},
@ -100,3 +104,87 @@ describe("classifier z-score behavior", () => {
expect((highHit?.confidence ?? 0)).toBeGreaterThan(lowHit?.confidence ?? 0);
});
});
describe("classifier structure and positioning signals", () => {
test("call overwrite triggers on sell-side aggressor mix", () => {
const packet = buildPacket({
option_contract_id: "SPY-2024-03-15-450-C",
total_premium: 80_000,
total_size: 800,
nbbo_coverage_ratio: 0.9,
nbbo_aggressive_sell_ratio: 0.7,
nbbo_aggressive_buy_ratio: 0.3
});
const hits = evaluateClassifiers(packet, baseConfig);
expect(hits.some((hit) => hit.classifier_id === "large_call_sell_overwrite")).toBe(true);
});
test("put write triggers on sell-side aggressor mix", () => {
const packet = buildPacket({
option_contract_id: "SPY-2024-03-15-450-P",
total_premium: 75_000,
total_size: 700,
nbbo_coverage_ratio: 0.85,
nbbo_aggressive_sell_ratio: 0.68,
nbbo_aggressive_buy_ratio: 0.32
});
const hits = evaluateClassifiers(packet, baseConfig);
expect(hits.some((hit) => hit.classifier_id === "large_put_sell_write")).toBe(true);
});
test("straddle classifier triggers on structure tag", () => {
const packet = buildPacket({
structure_type: "straddle",
structure_legs: 2,
structure_strikes: 1,
structure_rights: "C/P",
structure_strike_span: 0
});
const hits = evaluateClassifiers(packet, baseConfig);
expect(hits.some((hit) => hit.classifier_id === "straddle")).toBe(true);
});
test("vertical spread infers direction from aggressor skew", () => {
const packet = buildPacket({
structure_type: "vertical",
structure_legs: 2,
structure_strikes: 2,
structure_rights: "C",
structure_strike_span: 5,
total_premium: 55_000,
total_size: 600,
nbbo_coverage_ratio: 0.85,
nbbo_aggressive_buy_ratio: 0.7,
nbbo_aggressive_sell_ratio: 0.3
});
const hits = evaluateClassifiers(packet, baseConfig);
const hit = hits.find((candidate) => candidate.classifier_id === "vertical_spread");
expect(hit?.direction).toBe("bullish");
});
test("ladder accumulation triggers on multi-strike structures", () => {
const packet = buildPacket({
structure_type: "ladder",
structure_legs: 3,
structure_strikes: 3,
structure_rights: "C",
structure_strike_span: 10,
total_premium: 60_000,
total_size: 650
});
const hits = evaluateClassifiers(packet, baseConfig);
expect(hits.some((hit) => hit.classifier_id === "ladder_accumulation")).toBe(true);
});
test("far-dated conviction triggers on 60DTE threshold", () => {
const packet = buildPacket({
option_contract_id: "SPY-2024-04-19-450-C",
end_ts: DEFAULT_TS,
total_premium: 70_000,
total_size: 800
});
const hits = evaluateClassifiers(packet, baseConfig);
const hit = hits.find((candidate) => candidate.classifier_id === "far_dated_conviction");
expect(hit?.direction).toBe("bullish");
});
});