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80 lines
2.7 KiB
TypeScript
80 lines
2.7 KiB
TypeScript
/**
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* Unit and property tests (fast-check) for the tolerant LLM-response parsing
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* helpers: JSON extraction from fenced/prose output and per-field
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* scalar/array/boolean/number/priority coercion. Deterministic, no live model.
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*/
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import * as fc from "fast-check";
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import { describe, expect, it } from "vitest";
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import {
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getBooleanValue,
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getNumberValue,
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getPriorityNumberValue,
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getRecordValue,
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getStringArrayValue,
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getStringValue,
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parseLinearPromptResponse,
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} from "./parseLinearPrompt";
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describe("parseLinearPromptResponse", () => {
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it("extracts JSON from fenced or prose-wrapped model responses", () => {
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expect(
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parseLinearPromptResponse(
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'Sure:\n```json\n{"title":"Fix login","priority":"high","labels":["bug"]}\n```'
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)
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).toEqual({
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title: "Fix login",
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priority: "high",
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labels: ["bug"],
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});
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expect(parseLinearPromptResponse('Result: {"title":"Fix API"} thanks')).toEqual({
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title: "Fix API",
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});
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});
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it("normalizes empty scalar/list sentinels and priority names", () => {
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expect(getStringValue(" n/a ")).toBeUndefined();
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expect(getStringValue('"ENG"')).toBe("ENG");
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expect(getStringArrayValue("bug, regression\nfrontend")).toEqual([
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"bug",
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"regression",
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"frontend",
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]);
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expect(getStringArrayValue("clear all")).toEqual([]);
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expect(getPriorityNumberValue("urgent")).toBe(1);
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expect(getPriorityNumberValue("low")).toBe(4);
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});
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it("rejects hostile or malformed model values without leaking bogus fields", () => {
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expect(parseLinearPromptResponse('["not", "an", "object"]')).toEqual({});
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expect(parseLinearPromptResponse('{"title":"first"} trailing {"title":"second"}')).toEqual({});
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expect(getRecordValue('{"updates":{"title":"Fix it"}}')).toEqual({
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updates: { title: "Fix it" },
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});
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expect(getRecordValue('{"updates":')).toBeUndefined();
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expect(getStringArrayValue(["bug, regression", null, 4, false])).toEqual([
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"bug",
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"regression",
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"4",
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"false",
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]);
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expect(getStringArrayValue('"clear"')).toEqual([]);
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expect(getBooleanValue("YES")).toBe(true);
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expect(getBooleanValue("0")).toBeUndefined();
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expect(getNumberValue("Infinity")).toBeUndefined();
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expect(getPriorityNumberValue(0)).toBeUndefined();
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});
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it("fuzzes arbitrary model text as non-throwing object output", () => {
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fc.assert(
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fc.property(fc.string({ maxLength: 2_000 }), (response) => {
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const parsed = parseLinearPromptResponse(response);
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expect(parsed).not.toBeNull();
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expect(typeof parsed).toBe("object");
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expect(Array.isArray(parsed)).toBe(false);
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}),
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{ numRuns: 500 }
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);
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});
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});
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