Spaces:
Running
Running
File size: 24,574 Bytes
ed8e0ee e6d9a41 ed8e0ee 713f2f6 2cae477 713f2f6 ed8e0ee 713f2f6 ed8e0ee 2cae477 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 ed8e0ee 713f2f6 2cae477 713f2f6 2cae477 713f2f6 2cae477 713f2f6 2cae477 713f2f6 2cae477 713f2f6 ed8e0ee 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 ed8e0ee e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 ed8e0ee e6d9a41 ed8e0ee 713f2f6 ed8e0ee e6d9a41 ed8e0ee e6d9a41 ed8e0ee 713f2f6 ed8e0ee e6d9a41 ed8e0ee e6d9a41 ed8e0ee 713f2f6 e6d9a41 ed8e0ee e6d9a41 ed8e0ee e6d9a41 ed8e0ee e6d9a41 713f2f6 e6d9a41 ed8e0ee e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 ed8e0ee e6d9a41 ed8e0ee e6d9a41 ed8e0ee 713f2f6 e6d9a41 ed8e0ee e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 ed8e0ee e6d9a41 ed8e0ee e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 ed8e0ee 713f2f6 ed8e0ee 713f2f6 ed8e0ee 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 ed8e0ee 713f2f6 ed8e0ee 713f2f6 ed8e0ee 713f2f6 2cae477 713f2f6 e6d9a41 713f2f6 e6d9a41 713f2f6 ed8e0ee 713f2f6 ed8e0ee e6d9a41 2cae477 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 |
import express from 'express';
// **CRITICAL: Import the 'fal' object directly for configuration**
import { fal } from '@fal-ai/client'; // Make sure 'fal' is the object you configure
// --- Key Management Setup ---
// Read comma-separated keys from the SINGLE environment variable FAL_KEY
const FAL_KEY_STRING = process.env.FAL_KEY;
const API_KEY = process.env.API_KEY; // Custom API Key for proxy auth
if (!FAL_KEY_STRING) {
console.error("Error: FAL_KEY environment variable is not set.");
console.error("Ensure FAL_KEY contains a comma-separated list of your Fal AI keys.");
process.exit(1);
}
// Parse the comma-separated keys from FAL_KEY_STRING
const falKeys = FAL_KEY_STRING.split(',')
.map(key => key.trim()) // Remove leading/trailing whitespace
.filter(key => key.length > 0); // Remove any empty strings resulting from extra commas
if (falKeys.length === 0) {
console.error("Error: No valid FAL keys found in the FAL_KEY environment variable after parsing.");
console.error("Ensure FAL_KEY is a comma-separated list, e.g., 'key1,key2,key3'.");
process.exit(1);
}
if (!API_KEY) {
console.error("Error: API_KEY environment variable is not set.");
process.exit(1);
}
let currentKeyIndex = 0;
// **NEW: Keep track of keys that failed persistently during runtime**
const invalidKeys = new Set();
console.log(`Loaded ${falKeys.length} Fal AI Key(s) from the FAL_KEY environment variable.`);
// **MODIFIED: Function to get the next *valid* key**
function getNextValidKey() {
// Check if all keys have been marked as invalid
if (invalidKeys.size >= falKeys.length) {
console.error("All Fal AI keys are marked as invalid.");
return null; // No valid keys left
}
const initialIndex = currentKeyIndex;
let attempts = 0; // Prevent infinite loops in edge cases
while (attempts < falKeys.length) {
const keyIndex = currentKeyIndex % falKeys.length;
const key = falKeys[keyIndex];
// Move to the next index for the *next* call, regardless of validity
currentKeyIndex = (keyIndex + 1) % falKeys.length;
// Check if the current key is NOT in the invalid set
if (!invalidKeys.has(key)) {
// Found a valid key
console.log(`Using Fal Key index: ${keyIndex} (from FAL_KEY list)`);
return { key, index: keyIndex }; // Return the key and its original index
} else {
console.log(`Skipping invalid Fal Key index: ${keyIndex}`);
}
attempts++;
// If the loop started at an invalid key and wrapped around,
// check if we've checked all keys since the start
if (currentKeyIndex === initialIndex && attempts > 0) {
// This check might be redundant due to the invalidKeys.size check at the top,
// but serves as an extra safeguard.
console.warn("Looped through all keys, potentially all are invalid.");
break;
}
}
// If we exit the loop, it means no valid key was found
console.error("Could not find a valid Fal AI key after checking all potentially available keys.");
return null;
}
// **NEW/MODIFIED: Function to check if an error is likely related to a bad key**
// NOTE: This is a heuristic. You might need to adjust based on actual errors from Fal AI.
function isKeyRelatedError(error) {
// Check if error itself is null/undefined
if (!error) return false;
const message = error.message?.toLowerCase() || '';
// Check if the error object has a 'status' property (common in HTTP errors)
const status = error.status || error.statusCode; // Check common status properties
// Check for specific HTTP status codes indicative of auth/permission issues
// 401: Unauthorized, 403: Forbidden, 429: Too Many Requests (often quota related)
if (status === 401 || status === 403 || status === 429) {
console.warn(`Detected potential key-related error (HTTP Status: ${status}).`);
return true;
}
// Check for common error message patterns (case-insensitive)
// Add more specific Fal AI error messages as you encounter them
if (message.includes('invalid api key') ||
message.includes('authentication failed') ||
message.includes('permission denied') ||
message.includes('quota exceeded') || // Treat quota errors as key-related for rotation
message.includes('forbidden') ||
message.includes('unauthorized') ||
message.includes('rate limit') || // Often linked to key limits
message.includes('credentials')) // Generic credential errors
{
console.warn(`Detected potential key-related error (message: "${message}")`);
return true;
}
// Add more specific checks based on observed Fal AI errors if needed
// Example: Check for specific error codes if Fal AI provides them
// if (error.code === 'SOME_FAL_AUTH_ERROR_CODE') {
// return true;
// }
return false;
}
// --- End Key Management Setup ---
const app = express();
app.use(express.json({ limit: '50mb' }));
app.use(express.urlencoded({ extended: true, limit: '50mb' }));
const PORT = process.env.PORT || 3000;
// API Key 鉴权中间件 (unchanged)
const apiKeyAuth = (req, res, next) => {
const authHeader = req.headers['authorization'];
if (!authHeader) {
console.warn('Unauthorized: No Authorization header provided');
return res.status(401).json({ error: 'Unauthorized: No API Key provided' });
}
const authParts = authHeader.split(' ');
if (authParts.length !== 2 || authParts[0].toLowerCase() !== 'bearer') {
console.warn('Unauthorized: Invalid Authorization header format');
return res.status(401).json({ error: 'Unauthorized: Invalid Authorization header format' });
}
const providedKey = authParts[1];
if (providedKey !== API_KEY) {
console.warn('Unauthorized: Invalid API Key');
return res.status(401).json({ error: 'Unauthorized: Invalid API Key' });
}
next();
};
app.use(['/v1/models', '/v1/chat/completions'], apiKeyAuth);
// === 全局定义限制 === (unchanged)
const PROMPT_LIMIT = 4800;
const SYSTEM_PROMPT_LIMIT = 4800;
// === 限制定义结束 ===
// 定义 fal-ai/any-llm 支持的模型列表 (unchanged)
const FAL_SUPPORTED_MODELS = [ /* ... model list ... */ ];
// Helper function getOwner (unchanged)
const getOwner = (modelId) => { /* ... */ };
// GET /v1/models endpoint (unchanged)
app.get('/v1/models', (req, res) => { /* ... */ });
// convertMessagesToFalPrompt 函数 (unchanged)
function convertMessagesToFalPrompt(messages) { /* ... */ }
// === convertMessagesToFalPrompt 函数结束 ===
// --- NEW: Helper function to make Fal AI request with retries ---
async function makeFalRequestWithRetry(falInput, stream = false) {
let attempts = 0;
// Max attempts should be the total number of keys initially available
const maxAttempts = falKeys.length;
// Keep track of keys tried *within this specific request attempt*
// This prevents infinite loops if getNextValidKey had issues,
// and ensures we try each *available* key at most once per request.
const attemptedKeysInThisRequest = new Set();
while (attempts < maxAttempts) {
const keyInfo = getNextValidKey(); // Get the next *valid* key info { key, index }
if (!keyInfo) {
// This should only happen if all keys are in the invalidKeys set
console.error("makeFalRequestWithRetry: No valid Fal AI keys remaining.");
throw new Error("No valid Fal AI keys available (all marked as invalid).");
}
// Prevent retrying the exact same key if getNextValidKey logic had an issue
// or if a key wasn't marked invalid correctly on a previous attempt within this request.
if (attemptedKeysInThisRequest.has(keyInfo.key)) {
console.warn(`Key at index ${keyInfo.index} was already attempted for this request. Skipping to find next.`);
// Don't increment 'attempts' here as we didn't use the key. Let the loop find the next.
// If all keys end up being skipped, the `!keyInfo` check or `attempts < maxAttempts` will eventually handle it.
continue;
}
attemptedKeysInThisRequest.add(keyInfo.key);
attempts++; // Count this as a distinct attempt with a unique key for this request
try {
console.log(`Attempt ${attempts}/${maxAttempts}: Trying Fal Key index ${keyInfo.index}...`);
// *** CRITICAL: Reconfigure the global fal client with the selected key for this attempt ***
// Warning: This reconfigures the GLOBAL client. If you have many concurrent requests,
// this could lead to race conditions. Consider instance isolation or a pool manager
// for high-concurrency scenarios if the library doesn't support per-request credentials easily.
console.warn(`Configuring GLOBAL fal client with key index ${keyInfo.index}. Ensure this is safe for your concurrency model.`);
fal.config({ credentials: keyInfo.key }); // Use the specific key for this attempt
if (stream) {
// Use the configured global 'fal' object for the stream request
const falStream = await fal.stream("fal-ai/any-llm", { input: falInput });
console.log(`Successfully initiated stream with key index ${keyInfo.index}.`);
// Success! Return the stream iterator directly
return falStream;
} else {
// Use the configured global 'fal' object for the non-stream request
console.log(`Executing non-stream request with key index ${keyInfo.index}...`);
// Assuming fal.subscribe or similar method for non-streaming
// Adapt this line if your non-stream method is different
const result = await fal.subscribe("fal-ai/any-llm", { input: falInput, logs: true });
console.log(`Successfully received non-stream result with key index ${keyInfo.index}.`);
// Check for errors *within* the successful response structure (if applicable)
if (result && result.error) {
console.error(`Fal-ai returned an error in the result payload (Key Index ${keyInfo.index}):`, result.error);
// Decide if this specific payload error should also invalidate the key
if (isKeyRelatedError(result.error)) { // Reuse the checker
console.warn(`Marking Fal Key index ${keyInfo.index} as invalid due to error in response payload.`);
invalidKeys.add(keyInfo.key);
// Continue the loop to try the next key
continue; // Go to the next iteration of the while loop
} else {
// Throw an error that will be caught by the outer handler, not retried
throw new Error(`Fal-ai error in result payload: ${JSON.stringify(result.error)}`);
}
}
// Success! Return the result
return result;
}
} catch (error) {
console.error(`Error using Fal Key index ${keyInfo.index}:`, error.message || error);
// Check if the caught error indicates the key is invalid
if (isKeyRelatedError(error)) {
console.warn(`Marking Fal Key index ${keyInfo.index} as invalid due to caught error.`);
// **ACTION: Add the failed key to the set of invalid keys**
invalidKeys.add(keyInfo.key);
// Continue to the next iteration of the while loop to try another key
} else {
// Error is not key-related (e.g., network issue, bad input, internal Fal error)
// Don't retry with other keys for this type of error. Fail the request immediately.
console.error("Error does not appear to be key-related. Failing request without further key retries.");
throw error; // Re-throw the original error to be caught by the main endpoint handler
}
}
} // End while loop
// If the loop finishes, it means all available keys were tried and failed with key-related errors
throw new Error(`Request failed after trying ${attempts} unique Fal key(s). All failed with key-related errors or were already marked invalid.`);
}
// POST /v1/chat/completions endpoint (MODIFIED to use retry logic)
app.post('/v1/chat/completions', async (req, res) => {
const { model, messages, stream = false, reasoning = false, /* ...restOpenAIParams */ } = req.body;
console.log(`--> POST /v1/chat/completions | Model: ${model} | Stream: ${stream}`);
// Basic Validation (unchanged)
if (!FAL_SUPPORTED_MODELS.includes(model)) {
console.warn(`Warning: Requested model '${model}' is not in the explicitly supported list. Proxy will still attempt.`);
}
if (!model || !messages || !Array.isArray(messages) || messages.length === 0) {
console.error("Invalid request: Missing 'model' or 'messages' array.");
return res.status(400).json({ error: 'Missing or invalid parameters: model and messages array are required.' });
}
try {
// --- Prepare Input (unchanged) ---
const { prompt, system_prompt } = convertMessagesToFalPrompt(messages);
const falInput = {
model: model,
prompt: prompt,
...(system_prompt && { system_prompt: system_prompt }),
reasoning: !!reasoning,
};
console.log("Attempting Fal request with key rotation/retry...");
// --- Handle Stream vs Non-Stream using the retry helper ---
if (stream) {
res.setHeader('Content-Type', 'text/event-stream; charset=utf-8');
res.setHeader('Cache-Control', 'no-cache');
res.setHeader('Connection', 'keep-alive');
res.setHeader('Access-Control-Allow-Origin', '*');
res.flushHeaders();
let previousOutput = '';
let falStream; // Declare falStream here
try {
// **MODIFIED: Initiate stream using the retry logic helper**
falStream = await makeFalRequestWithRetry(falInput, true);
// Process the stream events (logic mostly unchanged)
for await (const event of falStream) {
const currentOutput = (event && typeof event.output === 'string') ? event.output : '';
const isPartial = (event && typeof event.partial === 'boolean') ? event.partial : true;
const errorInfo = (event && event.error) ? event.error : null;
// Handle errors *within* the stream payload
if (errorInfo) {
console.error("Error received *within* fal stream event:", errorInfo);
// Optionally send an error chunk (check if needed)
const errorChunk = { /* ... error chunk details ... */ };
if (!res.writableEnded) {
res.write(`data: ${JSON.stringify(errorChunk)}\n\n`);
} else { console.warn("Stream ended before writing event error."); }
// Decide if this stream error should also invalidate the key
// Note: The key might have already been marked invalid if the error happened during initial connection
// You might need more context to decide if an *in-stream* error means the key is bad.
// For now, we just log it. If it causes the stream to terminate prematurely,
// the outer catch might handle it, but key invalidation might not occur unless the
// error object passed to the catch block triggers isKeyRelatedError.
}
// Calculate delta (logic unchanged)
let deltaContent = '';
if (currentOutput.startsWith(previousOutput)) {
deltaContent = currentOutput.substring(previousOutput.length);
} else if (currentOutput.length > 0) {
deltaContent = currentOutput;
previousOutput = '';
}
previousOutput = currentOutput;
// Send OpenAI compatible chunk (logic unchanged)
if (deltaContent || !isPartial) {
const openAIChunk = {
id: `chatcmpl-${Date.now()}`,
object: "chat.completion.chunk",
created: Math.floor(Date.now() / 1000),
model: model,
choices: [{ index: 0, delta: { content: deltaContent }, finish_reason: isPartial === false ? "stop" : null }]
};
if (!res.writableEnded) {
res.write(`data: ${JSON.stringify(openAIChunk)}\n\n`);
} else { console.warn("Stream ended before writing data chunk."); }
}
} // End for-await loop
// Send the final [DONE] marker (logic unchanged)
if (!res.writableEnded) {
res.write(`data: [DONE]\n\n`);
res.end();
console.log("<-- Stream finished successfully.");
} else {
console.log("<-- Stream finished, but connection was already ended.");
}
} catch (streamError) {
// **MODIFIED: Catches errors from makeFalRequestWithRetry OR stream iteration**
// This error could be a non-key-related error, or the "all keys failed" error.
console.error('Error during stream request processing:', streamError.message || streamError);
try {
if (!res.headersSent) {
// Error likely occurred in makeFalRequestWithRetry before stream started
const errorMessage = (streamError instanceof Error) ? streamError.message : JSON.stringify(streamError);
res.status(502).json({ // 502 Bad Gateway is appropriate for upstream failure
error: 'Failed to initiate Fal stream',
details: errorMessage
});
console.log("<-- Stream initiation failed response sent.");
} else if (!res.writableEnded) {
// Stream started but failed during processing
const errorDetails = (streamError instanceof Error) ? streamError.message : JSON.stringify(streamError);
res.write(`data: ${JSON.stringify({ error: { message: "Stream processing error after initiation", type: "proxy_error", details: errorDetails } })}\n\n`);
res.write(`data: [DONE]\n\n`); // Still send DONE for client handling
res.end();
console.log("<-- Stream error sent, stream ended.");
} else {
console.log("<-- Stream error occurred, but connection already ended.");
}
} catch (finalError) {
console.error('Error sending stream error message to client:', finalError);
if (!res.writableEnded) { res.end(); }
}
}
} else {
// --- Non-Stream ---
try {
// **MODIFIED: Get the result using the retry logic helper**
const result = await makeFalRequestWithRetry(falInput, false);
// console.log("Received non-stream result via retry function:", JSON.stringify(result, null, 2));
// Construct OpenAI compatible response (logic unchanged)
const openAIResponse = {
id: `chatcmpl-${result.requestId || Date.now()}`,
object: "chat.completion",
created: Math.floor(Date.now() / 1000),
model: model,
choices: [{ index: 0, message: { role: "assistant", content: result.output || "" }, finish_reason: "stop" }],
usage: { prompt_tokens: null, completion_tokens: null, total_tokens: null },
system_fingerprint: null,
...(result.reasoning && { fal_reasoning: result.reasoning }),
};
res.json(openAIResponse);
console.log("<-- Non-stream response sent successfully.");
} catch (error) {
// **MODIFIED: Catches errors from makeFalRequestWithRetry**
// This error could be a non-key-related error, or the "all keys failed" error.
console.error('Error during non-stream request processing:', error.message || error);
if (!res.headersSent) {
const errorMessage = (error instanceof Error) ? error.message : JSON.stringify(error);
// Check if it was the "all keys failed" error
const finalMessage = errorMessage.includes("No valid Fal AI keys available") || errorMessage.includes("Request failed after trying")
? `Fal request failed: ${errorMessage}` // Simplified message
: `Internal Server Error processing Fal request: ${errorMessage}`;
res.status(502).json({ error: 'Fal Request Failed', details: finalMessage }); // 502 Bad Gateway
console.log("<-- Non-stream error response sent.");
} else {
console.error("Headers already sent for non-stream error? This is unexpected.");
if (!res.writableEnded) { res.end(); }
}
}
}
} catch (error) {
// Catch errors from parameter validation or prompt conversion *before* calling Fal
console.error('Unhandled error before initiating Fal request:', error.message || error);
if (!res.headersSent) {
const errorMessage = (error instanceof Error) ? error.message : JSON.stringify(error);
res.status(500).json({ error: 'Internal Server Error in Proxy Setup', details: errorMessage });
console.log("<-- Proxy setup error response sent.");
} else {
console.error("Headers already sent when catching setup error. Ending response.");
if (!res.writableEnded) { res.end(); }
}
}
});
// 启动服务器 (Updated startup message)
app.listen(PORT, () => {
console.log(`=====================================================================`);
console.log(` Fal OpenAI Proxy Server (Multi-Key Rotation & Failover)`);
console.log(`---------------------------------------------------------------------`);
console.log(` Listening on port : ${PORT}`);
console.log(` Reading Fal Keys from : FAL_KEY environment variable (comma-separated)`);
console.log(` Loaded Keys Count : ${falKeys.length}`);
console.log(` Invalid Keys Set : Initialized (size: ${invalidKeys.size})`); // Show invalid set size
console.log(` API Key Auth : ${API_KEY ? 'Enabled (using API_KEY env var)' : 'Disabled'}`);
console.log(` Input Limits : System Prompt=${SYSTEM_PROMPT_LIMIT}, Prompt=${PROMPT_LIMIT}`);
console.log(` Concurrency Warning : Global Fal client reconfigured per request attempt!`);
console.log(`---------------------------------------------------------------------`);
console.log(` Endpoints:`);
console.log(` POST http://localhost:${PORT}/v1/chat/completions`);
console.log(` GET http://localhost:${PORT}/v1/models`);
console.log(`=====================================================================`);
});
// 根路径响应 (Updated message)
app.get('/', (req, res) => {
res.send(`Fal OpenAI Proxy (Multi-Key Rotation from FAL_KEY) is running. Loaded ${falKeys.length} key(s). Currently ${invalidKeys.size} key(s) marked as invalid.`); // Show invalid count
}); |