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2026-06-11 16:11:52 +08:00

170 lines
5.4 KiB
TypeScript

import { jsonrepair, JSONRepairError } from "jsonrepair";
// Strict-then-forgiving JSON parser for LLM output. Tries in order:
// 1. Direct JSON.parse on the trimmed text.
// 2. Extract from ```json``` fenced block.
// 3. Parse the first complete JSON value prefix (handles duplicated objects).
// 4. Slice between first { and last } and parse.
// 5. Apply targeted regex pre-repairs (see preRepair) and try jsonrepair.
//
// On final failure, logs the first 800 chars of the raw model output so we
// can diagnose the actual syntax error without flooding logs or leaking
// sensitive content.
//
// jsonrepair (npm package josdejong/jsonrepair — 2.3k+ stars) handles the
// broad LLM-output failure modes: truncated JSON, missing commas/brackets,
// single quotes, Python None/True/False, JS comments. We layer a small set
// of targeted pre-repairs in front of it for failure modes jsonrepair can't
// disambiguate on its own (see preRepair).
// ──────────────────────────────────────────────────────────────────────
// preRepair — fix specific LLM error patterns before handing to jsonrepair.
//
// Pattern 1: missing closing quote on a key.
// Broken: "lineDelivery: "语速稍快...",
// Correct: "lineDelivery": "语速稍快...",
//
// jsonrepair fails on this because it's ambiguous — "lineDelivery: " could
// be a complete string value, leaving "语速稍快..." as a syntax error. But
// if we see "<key-like>:<whitespace>" we know structurally it should be
// a key-colon-value triplet.
//
// Match constraints:
// - The key match excludes " \n : so we can't overrun into adjacent
// fields or absorb the colon as part of the key name.
// - The colon must be followed by whitespace and another " (the value
// string's opening quote). This is what disambiguates from a value
// string that happens to contain a colon.
// ──────────────────────────────────────────────────────────────────────
function preRepair(s: string): string {
return s.replace(/"([^"\n:]+):(\s+)"/g, '"$1":$2"');
}
function firstJsonStart(s: string): number {
const objectStart = s.indexOf("{");
const arrayStart = s.indexOf("[");
if (objectStart === -1) return arrayStart;
if (arrayStart === -1) return objectStart;
return Math.min(objectStart, arrayStart);
}
function firstCompleteJsonValue(s: string): string | undefined {
const start = firstJsonStart(s);
if (start === -1) return undefined;
const stack: string[] = [];
let inString = false;
let escaped = false;
for (let i = start; i < s.length; i += 1) {
const ch = s[i]!;
if (inString) {
if (escaped) {
escaped = false;
} else if (ch === "\\") {
escaped = true;
} else if (ch === "\"") {
inString = false;
}
continue;
}
if (ch === "\"") {
inString = true;
continue;
}
if (ch === "{") {
stack.push("}");
continue;
}
if (ch === "[") {
stack.push("]");
continue;
}
if (ch === "}" || ch === "]") {
if (stack.at(-1) !== ch) return undefined;
stack.pop();
if (stack.length === 0) return s.slice(start, i + 1);
}
}
return undefined;
}
function parseFirstCompleteJsonValue<T>(s: string): T | undefined {
const value = firstCompleteJsonValue(s);
if (!value) return undefined;
return JSON.parse(value) as T;
}
export function parseJsonLoose<T>(raw: string): T {
const trimmed = raw.trim();
try {
return JSON.parse(trimmed) as T;
} catch {
// fall through
}
const fenced = trimmed.match(/```(?:json)?\s*([\s\S]*?)\s*```/);
if (fenced?.[1]) {
try {
return JSON.parse(fenced[1]) as T;
} catch {
try {
const parsed = parseFirstCompleteJsonValue<T>(fenced[1]);
if (parsed !== undefined) return parsed;
} catch {
// fall through
}
}
}
try {
const parsed = parseFirstCompleteJsonValue<T>(trimmed);
if (parsed !== undefined) return parsed;
} catch {
// fall through
}
const first = trimmed.indexOf("{");
const last = trimmed.lastIndexOf("}");
const slice =
first !== -1 && last > first ? trimmed.slice(first, last + 1) : trimmed;
// Try the brace-sliced version first; if there were no braces at all
// (slice === trimmed), this is just a second attempt at the raw text.
try {
return JSON.parse(slice) as T;
} catch {
// Targeted pre-repair (no-op on already-valid JSON) → jsonrepair.
const prefixed = preRepair(slice);
// If preRepair changed something, give the cheap path another shot —
// the input might already be valid now without needing jsonrepair.
if (prefixed !== slice) {
try {
return JSON.parse(prefixed) as T;
} catch {
// fall through to jsonrepair
}
}
try {
const repaired = jsonrepair(prefixed);
return JSON.parse(repaired) as T;
} catch (err) {
const isRepairErr = err instanceof JSONRepairError;
console.error(
`[parseJsonLoose] jsonrepair ${isRepairErr ? "could not repair" : "succeeded but JSON.parse rejected its output"}. Raw output (first 800 chars):\n${raw.slice(0, 800)}`,
);
throw err;
}
}
}