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1dbc34b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 | /**
* JSON Extraction Utilities
*
* Robust JSON extraction from AI responses that may contain markdown,
* code blocks, or other text mixed with JSON content.
*
* Used by various routes that parse structured output from Cursor or
* Claude responses when structured output is not available.
*/
import { createLogger } from '@automaker/utils';
const logger = createLogger('JsonExtractor');
/**
* Logger interface for optional custom logging
*/
export interface JsonExtractorLogger {
debug: (message: string, ...args: unknown[]) => void;
warn?: (message: string, ...args: unknown[]) => void;
}
/**
* Options for JSON extraction
*/
export interface ExtractJsonOptions {
/** Custom logger (defaults to internal logger) */
logger?: JsonExtractorLogger;
/** Required key that must be present in the extracted JSON */
requiredKey?: string;
/** Whether the required key's value must be an array */
requireArray?: boolean;
}
/**
* Extract JSON from response text using multiple strategies.
*
* Strategies tried in order:
* 1. JSON in ```json code block
* 2. JSON in ``` code block (no language)
* 3. Find JSON object by matching braces (starting with requiredKey if specified)
* 4. Find any JSON object by matching braces
* 5. Parse entire response as JSON
*
* @param responseText - The raw response text that may contain JSON
* @param options - Optional extraction options
* @returns Parsed JSON object or null if extraction fails
*/
export function extractJson<T = Record<string, unknown>>(
responseText: string,
options: ExtractJsonOptions = {}
): T | null {
const log = options.logger || logger;
const requiredKey = options.requiredKey;
const requireArray = options.requireArray ?? false;
/**
* Validate that the result has the required key/structure
*/
const validateResult = (result: unknown): result is T => {
if (!result || typeof result !== 'object') return false;
if (requiredKey) {
const obj = result as Record<string, unknown>;
if (!(requiredKey in obj)) return false;
if (requireArray && !Array.isArray(obj[requiredKey])) return false;
}
return true;
};
/**
* Find matching closing brace by counting brackets
*/
const findMatchingBrace = (text: string, startIdx: number): number => {
let depth = 0;
for (let i = startIdx; i < text.length; i++) {
if (text[i] === '{') depth++;
if (text[i] === '}') {
depth--;
if (depth === 0) {
return i + 1;
}
}
}
return -1;
};
const strategies = [
// Strategy 1: JSON in ```json code block
() => {
const match = responseText.match(/```json\s*([\s\S]*?)```/);
if (match) {
log.debug('Extracting JSON from ```json code block');
return JSON.parse(match[1].trim());
}
return null;
},
// Strategy 2: JSON in ``` code block (no language specified)
() => {
const match = responseText.match(/```\s*([\s\S]*?)```/);
if (match) {
const content = match[1].trim();
// Only try if it looks like JSON (starts with { or [)
if (content.startsWith('{') || content.startsWith('[')) {
log.debug('Extracting JSON from ``` code block');
return JSON.parse(content);
}
}
return null;
},
// Strategy 3: Find JSON object containing the required key (if specified)
() => {
if (!requiredKey) return null;
const searchPattern = `{"${requiredKey}"`;
const startIdx = responseText.indexOf(searchPattern);
if (startIdx === -1) return null;
const endIdx = findMatchingBrace(responseText, startIdx);
if (endIdx > startIdx) {
log.debug(`Extracting JSON with required key "${requiredKey}"`);
return JSON.parse(responseText.slice(startIdx, endIdx));
}
return null;
},
// Strategy 4: Find any JSON object by matching braces
() => {
const startIdx = responseText.indexOf('{');
if (startIdx === -1) return null;
const endIdx = findMatchingBrace(responseText, startIdx);
if (endIdx > startIdx) {
log.debug('Extracting JSON by brace matching');
return JSON.parse(responseText.slice(startIdx, endIdx));
}
return null;
},
// Strategy 5: Find JSON using first { to last } (may be less accurate)
() => {
const firstBrace = responseText.indexOf('{');
const lastBrace = responseText.lastIndexOf('}');
if (firstBrace !== -1 && lastBrace > firstBrace) {
log.debug('Extracting JSON from first { to last }');
return JSON.parse(responseText.slice(firstBrace, lastBrace + 1));
}
return null;
},
// Strategy 6: Try parsing the entire response as JSON
() => {
const trimmed = responseText.trim();
if (trimmed.startsWith('{') || trimmed.startsWith('[')) {
log.debug('Parsing entire response as JSON');
return JSON.parse(trimmed);
}
return null;
},
];
for (const strategy of strategies) {
try {
const result = strategy();
if (validateResult(result)) {
log.debug('Successfully extracted JSON');
return result as T;
}
} catch {
// Strategy failed, try next
}
}
log.debug('Failed to extract JSON from response');
return null;
}
/**
* Extract JSON with a specific required key.
* Convenience wrapper around extractJson.
*
* @param responseText - The raw response text
* @param requiredKey - Key that must be present in the extracted JSON
* @param options - Additional options
* @returns Parsed JSON object or null
*/
export function extractJsonWithKey<T = Record<string, unknown>>(
responseText: string,
requiredKey: string,
options: Omit<ExtractJsonOptions, 'requiredKey'> = {}
): T | null {
return extractJson<T>(responseText, { ...options, requiredKey });
}
/**
* Extract JSON that has a required array property.
* Useful for extracting responses like { "suggestions": [...] }
*
* @param responseText - The raw response text
* @param arrayKey - Key that must contain an array
* @param options - Additional options
* @returns Parsed JSON object or null
*/
export function extractJsonWithArray<T = Record<string, unknown>>(
responseText: string,
arrayKey: string,
options: Omit<ExtractJsonOptions, 'requiredKey' | 'requireArray'> = {}
): T | null {
return extractJson<T>(responseText, { ...options, requiredKey: arrayKey, requireArray: true });
}
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