Create examples/javascript/node/basic_usage.js
Browse files
examples/javascript/node/basic_usage.js
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| 1 |
+
#!/usr/bin/env node
|
| 2 |
+
|
| 3 |
+
/**
|
| 4 |
+
* BackgroundFX Pro - Node.js Usage Examples
|
| 5 |
+
*
|
| 6 |
+
* This script demonstrates how to use the BackgroundFX Pro API with Node.js
|
| 7 |
+
* including file uploads, async processing, and WebSocket connections.
|
| 8 |
+
*/
|
| 9 |
+
|
| 10 |
+
const axios = require('axios');
|
| 11 |
+
const FormData = require('form-data');
|
| 12 |
+
const fs = require('fs');
|
| 13 |
+
const path = require('path');
|
| 14 |
+
const WebSocket = require('ws');
|
| 15 |
+
|
| 16 |
+
// Configuration
|
| 17 |
+
const API_BASE_URL = process.env.BACKGROUNDFX_API_URL || 'https://api.backgroundfx.pro/v1';
|
| 18 |
+
const API_KEY = process.env.BACKGROUNDFX_API_KEY || 'your-api-key-here';
|
| 19 |
+
const WS_URL = process.env.BACKGROUNDFX_WS_URL || 'wss://ws.backgroundfx.pro';
|
| 20 |
+
|
| 21 |
+
/**
|
| 22 |
+
* BackgroundFX API Client
|
| 23 |
+
*/
|
| 24 |
+
class BackgroundFXClient {
|
| 25 |
+
constructor(apiKey, baseUrl = API_BASE_URL) {
|
| 26 |
+
this.apiKey = apiKey;
|
| 27 |
+
this.baseUrl = baseUrl.replace(/\/$/, '');
|
| 28 |
+
|
| 29 |
+
// Configure axios instance
|
| 30 |
+
this.client = axios.create({
|
| 31 |
+
baseURL: this.baseUrl,
|
| 32 |
+
headers: {
|
| 33 |
+
'Authorization': `Bearer ${apiKey}`,
|
| 34 |
+
'User-Agent': 'BackgroundFX-Node-Client/1.0'
|
| 35 |
+
}
|
| 36 |
+
});
|
| 37 |
+
}
|
| 38 |
+
|
| 39 |
+
/**
|
| 40 |
+
* Remove background from an image
|
| 41 |
+
*/
|
| 42 |
+
async removeBackground(imagePath, options = {}) {
|
| 43 |
+
const {
|
| 44 |
+
quality = 'high',
|
| 45 |
+
model = 'auto',
|
| 46 |
+
returnMask = false,
|
| 47 |
+
edgeRefinement = 50
|
| 48 |
+
} = options;
|
| 49 |
+
|
| 50 |
+
// Check if file exists
|
| 51 |
+
if (!fs.existsSync(imagePath)) {
|
| 52 |
+
throw new Error(`File not found: ${imagePath}`);
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
// Create form data
|
| 56 |
+
const formData = new FormData();
|
| 57 |
+
formData.append('file', fs.createReadStream(imagePath));
|
| 58 |
+
formData.append('quality', quality);
|
| 59 |
+
formData.append('model', model);
|
| 60 |
+
formData.append('return_mask', returnMask.toString());
|
| 61 |
+
formData.append('edge_refinement', edgeRefinement.toString());
|
| 62 |
+
|
| 63 |
+
try {
|
| 64 |
+
console.log(`π Processing image: ${path.basename(imagePath)}`);
|
| 65 |
+
|
| 66 |
+
const response = await this.client.post('/process/remove-background', formData, {
|
| 67 |
+
headers: formData.getHeaders(),
|
| 68 |
+
maxContentLength: Infinity,
|
| 69 |
+
maxBodyLength: Infinity
|
| 70 |
+
});
|
| 71 |
+
|
| 72 |
+
console.log('β
Background removed successfully!');
|
| 73 |
+
return response.data;
|
| 74 |
+
} catch (error) {
|
| 75 |
+
console.error('β Error processing image:', error.response?.data || error.message);
|
| 76 |
+
throw error;
|
| 77 |
+
}
|
| 78 |
+
}
|
| 79 |
+
|
| 80 |
+
/**
|
| 81 |
+
* Process multiple images in batch
|
| 82 |
+
*/
|
| 83 |
+
async processBatch(imagePaths, options = {}) {
|
| 84 |
+
const formData = new FormData();
|
| 85 |
+
|
| 86 |
+
// Add all files
|
| 87 |
+
for (const imagePath of imagePaths) {
|
| 88 |
+
if (!fs.existsSync(imagePath)) {
|
| 89 |
+
console.warn(`β οΈ Skipping missing file: ${imagePath}`);
|
| 90 |
+
continue;
|
| 91 |
+
}
|
| 92 |
+
formData.append('files', fs.createReadStream(imagePath));
|
| 93 |
+
}
|
| 94 |
+
|
| 95 |
+
// Add options
|
| 96 |
+
formData.append('options', JSON.stringify(options));
|
| 97 |
+
|
| 98 |
+
try {
|
| 99 |
+
console.log(`π Processing batch of ${imagePaths.length} images...`);
|
| 100 |
+
|
| 101 |
+
const response = await this.client.post('/process/batch', formData, {
|
| 102 |
+
headers: formData.getHeaders()
|
| 103 |
+
});
|
| 104 |
+
|
| 105 |
+
const jobId = response.data.id;
|
| 106 |
+
console.log(`β
Batch job created: ${jobId}`);
|
| 107 |
+
|
| 108 |
+
// Monitor job progress
|
| 109 |
+
return await this.monitorJob(jobId);
|
| 110 |
+
} catch (error) {
|
| 111 |
+
console.error('β Batch processing failed:', error.message);
|
| 112 |
+
throw error;
|
| 113 |
+
}
|
| 114 |
+
}
|
| 115 |
+
|
| 116 |
+
/**
|
| 117 |
+
* Monitor batch job progress
|
| 118 |
+
*/
|
| 119 |
+
async monitorJob(jobId, pollInterval = 2000) {
|
| 120 |
+
console.log(`π Monitoring job: ${jobId}`);
|
| 121 |
+
|
| 122 |
+
while (true) {
|
| 123 |
+
try {
|
| 124 |
+
const response = await this.client.get(`/process/jobs/${jobId}`);
|
| 125 |
+
const job = response.data;
|
| 126 |
+
|
| 127 |
+
console.log(` Status: ${job.status} | Progress: ${job.progress}%`);
|
| 128 |
+
|
| 129 |
+
if (job.status === 'completed') {
|
| 130 |
+
console.log('β
Job completed!');
|
| 131 |
+
return job;
|
| 132 |
+
} else if (job.status === 'failed') {
|
| 133 |
+
throw new Error(`Job failed: ${job.error}`);
|
| 134 |
+
}
|
| 135 |
+
|
| 136 |
+
// Wait before next poll
|
| 137 |
+
await new Promise(resolve => setTimeout(resolve, pollInterval));
|
| 138 |
+
} catch (error) {
|
| 139 |
+
console.error('β Error monitoring job:', error.message);
|
| 140 |
+
throw error;
|
| 141 |
+
}
|
| 142 |
+
}
|
| 143 |
+
}
|
| 144 |
+
|
| 145 |
+
/**
|
| 146 |
+
* Replace background with color or image
|
| 147 |
+
*/
|
| 148 |
+
async replaceBackground(imageId, background, blendMode = 'normal') {
|
| 149 |
+
try {
|
| 150 |
+
const response = await this.client.post('/process/replace-background', {
|
| 151 |
+
image_id: imageId,
|
| 152 |
+
background: background,
|
| 153 |
+
blend_mode: blendMode
|
| 154 |
+
});
|
| 155 |
+
|
| 156 |
+
console.log('β
Background replaced!');
|
| 157 |
+
return response.data;
|
| 158 |
+
} catch (error) {
|
| 159 |
+
console.error('β Error replacing background:', error.message);
|
| 160 |
+
throw error;
|
| 161 |
+
}
|
| 162 |
+
}
|
| 163 |
+
|
| 164 |
+
/**
|
| 165 |
+
* Download result to file
|
| 166 |
+
*/
|
| 167 |
+
async downloadResult(url, outputPath) {
|
| 168 |
+
const writer = fs.createWriteStream(outputPath);
|
| 169 |
+
|
| 170 |
+
const response = await axios({
|
| 171 |
+
url,
|
| 172 |
+
method: 'GET',
|
| 173 |
+
responseType: 'stream'
|
| 174 |
+
});
|
| 175 |
+
|
| 176 |
+
response.data.pipe(writer);
|
| 177 |
+
|
| 178 |
+
return new Promise((resolve, reject) => {
|
| 179 |
+
writer.on('finish', () => {
|
| 180 |
+
console.log(`πΎ Saved to: ${outputPath}`);
|
| 181 |
+
resolve(outputPath);
|
| 182 |
+
});
|
| 183 |
+
writer.on('error', reject);
|
| 184 |
+
});
|
| 185 |
+
}
|
| 186 |
+
|
| 187 |
+
/**
|
| 188 |
+
* Connect to WebSocket for real-time updates
|
| 189 |
+
*/
|
| 190 |
+
connectWebSocket(jobId) {
|
| 191 |
+
return new Promise((resolve, reject) => {
|
| 192 |
+
const ws = new WebSocket(`${WS_URL}?job_id=${jobId}`, {
|
| 193 |
+
headers: {
|
| 194 |
+
'Authorization': `Bearer ${this.apiKey}`
|
| 195 |
+
}
|
| 196 |
+
});
|
| 197 |
+
|
| 198 |
+
ws.on('open', () => {
|
| 199 |
+
console.log('π WebSocket connected');
|
| 200 |
+
ws.send(JSON.stringify({ action: 'subscribe', job_id: jobId }));
|
| 201 |
+
});
|
| 202 |
+
|
| 203 |
+
ws.on('message', (data) => {
|
| 204 |
+
const message = JSON.parse(data);
|
| 205 |
+
console.log('π¨ WebSocket message:', message);
|
| 206 |
+
|
| 207 |
+
if (message.type === 'job:complete') {
|
| 208 |
+
ws.close();
|
| 209 |
+
resolve(message.data);
|
| 210 |
+
} else if (message.type === 'job:error') {
|
| 211 |
+
ws.close();
|
| 212 |
+
reject(new Error(message.error));
|
| 213 |
+
} else if (message.type === 'job:progress') {
|
| 214 |
+
console.log(` Progress: ${message.progress}%`);
|
| 215 |
+
}
|
| 216 |
+
});
|
| 217 |
+
|
| 218 |
+
ws.on('error', (error) => {
|
| 219 |
+
console.error('β WebSocket error:', error);
|
| 220 |
+
reject(error);
|
| 221 |
+
});
|
| 222 |
+
|
| 223 |
+
ws.on('close', () => {
|
| 224 |
+
console.log('π WebSocket disconnected');
|
| 225 |
+
});
|
| 226 |
+
});
|
| 227 |
+
}
|
| 228 |
+
}
|
| 229 |
+
|
| 230 |
+
// ============================================================================
|
| 231 |
+
// EXAMPLES
|
| 232 |
+
// ============================================================================
|
| 233 |
+
|
| 234 |
+
/**
|
| 235 |
+
* Example 1: Basic background removal
|
| 236 |
+
*/
|
| 237 |
+
async function exampleBasicUsage() {
|
| 238 |
+
console.log('\n' + '='.repeat(60));
|
| 239 |
+
console.log('EXAMPLE 1: Basic Background Removal');
|
| 240 |
+
console.log('='.repeat(60));
|
| 241 |
+
|
| 242 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 243 |
+
|
| 244 |
+
try {
|
| 245 |
+
// Process image
|
| 246 |
+
const result = await client.removeBackground('sample_images/portrait.jpg', {
|
| 247 |
+
quality: 'high'
|
| 248 |
+
});
|
| 249 |
+
|
| 250 |
+
// Download result
|
| 251 |
+
await client.downloadResult(
|
| 252 |
+
result.image,
|
| 253 |
+
'output/portrait_no_bg.png'
|
| 254 |
+
);
|
| 255 |
+
|
| 256 |
+
console.log('β¨ Basic processing complete!');
|
| 257 |
+
} catch (error) {
|
| 258 |
+
console.error('Failed:', error.message);
|
| 259 |
+
}
|
| 260 |
+
}
|
| 261 |
+
|
| 262 |
+
/**
|
| 263 |
+
* Example 2: Batch processing with progress monitoring
|
| 264 |
+
*/
|
| 265 |
+
async function exampleBatchProcessing() {
|
| 266 |
+
console.log('\n' + '='.repeat(60));
|
| 267 |
+
console.log('EXAMPLE 2: Batch Processing');
|
| 268 |
+
console.log('='.repeat(60));
|
| 269 |
+
|
| 270 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 271 |
+
|
| 272 |
+
const images = [
|
| 273 |
+
'sample_images/product1.jpg',
|
| 274 |
+
'sample_images/product2.jpg',
|
| 275 |
+
'sample_images/product3.jpg'
|
| 276 |
+
];
|
| 277 |
+
|
| 278 |
+
try {
|
| 279 |
+
const job = await client.processBatch(images, {
|
| 280 |
+
quality: 'medium',
|
| 281 |
+
model: 'rembg'
|
| 282 |
+
});
|
| 283 |
+
|
| 284 |
+
// Download all results
|
| 285 |
+
for (const [index, result] of job.results.entries()) {
|
| 286 |
+
await client.downloadResult(
|
| 287 |
+
result.image,
|
| 288 |
+
`output/batch/product${index + 1}_no_bg.png`
|
| 289 |
+
);
|
| 290 |
+
}
|
| 291 |
+
|
| 292 |
+
console.log('β¨ Batch processing complete!');
|
| 293 |
+
} catch (error) {
|
| 294 |
+
console.error('Failed:', error.message);
|
| 295 |
+
}
|
| 296 |
+
}
|
| 297 |
+
|
| 298 |
+
/**
|
| 299 |
+
* Example 3: WebSocket real-time monitoring
|
| 300 |
+
*/
|
| 301 |
+
async function exampleWebSocketMonitoring() {
|
| 302 |
+
console.log('\n' + '='.repeat(60));
|
| 303 |
+
console.log('EXAMPLE 3: WebSocket Real-time Monitoring');
|
| 304 |
+
console.log('='.repeat(60));
|
| 305 |
+
|
| 306 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 307 |
+
|
| 308 |
+
try {
|
| 309 |
+
// Start batch job
|
| 310 |
+
const formData = new FormData();
|
| 311 |
+
formData.append('files', fs.createReadStream('sample_images/large1.jpg'));
|
| 312 |
+
formData.append('files', fs.createReadStream('sample_images/large2.jpg'));
|
| 313 |
+
|
| 314 |
+
const response = await client.client.post('/process/batch', formData, {
|
| 315 |
+
headers: formData.getHeaders()
|
| 316 |
+
});
|
| 317 |
+
|
| 318 |
+
const jobId = response.data.id;
|
| 319 |
+
console.log(`π Job ID: ${jobId}`);
|
| 320 |
+
|
| 321 |
+
// Monitor via WebSocket
|
| 322 |
+
const result = await client.connectWebSocket(jobId);
|
| 323 |
+
console.log('β¨ Processing complete via WebSocket!');
|
| 324 |
+
|
| 325 |
+
} catch (error) {
|
| 326 |
+
console.error('Failed:', error.message);
|
| 327 |
+
}
|
| 328 |
+
}
|
| 329 |
+
|
| 330 |
+
/**
|
| 331 |
+
* Example 4: Background replacement variations
|
| 332 |
+
*/
|
| 333 |
+
async function exampleBackgroundReplacement() {
|
| 334 |
+
console.log('\n' + '='.repeat(60));
|
| 335 |
+
console.log('EXAMPLE 4: Background Replacement');
|
| 336 |
+
console.log('='.repeat(60));
|
| 337 |
+
|
| 338 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 339 |
+
|
| 340 |
+
try {
|
| 341 |
+
// First remove background
|
| 342 |
+
const result = await client.removeBackground('sample_images/person.jpg');
|
| 343 |
+
const imageId = result.id;
|
| 344 |
+
|
| 345 |
+
// Try different backgrounds
|
| 346 |
+
const backgrounds = [
|
| 347 |
+
{ type: 'color', value: '#3498db', name: 'blue' },
|
| 348 |
+
{ type: 'gradient', value: 'linear-gradient(45deg, #ff6b6b, #4ecdc4)', name: 'gradient' },
|
| 349 |
+
{ type: 'blur', value: 'blur:20', name: 'blurred' }
|
| 350 |
+
];
|
| 351 |
+
|
| 352 |
+
for (const bg of backgrounds) {
|
| 353 |
+
console.log(`π¨ Applying ${bg.name} background...`);
|
| 354 |
+
const replaced = await client.replaceBackground(imageId, bg.value);
|
| 355 |
+
await client.downloadResult(
|
| 356 |
+
replaced.image,
|
| 357 |
+
`output/person_${bg.name}_bg.png`
|
| 358 |
+
);
|
| 359 |
+
}
|
| 360 |
+
|
| 361 |
+
console.log('β¨ Background replacement complete!');
|
| 362 |
+
} catch (error) {
|
| 363 |
+
console.error('Failed:', error.message);
|
| 364 |
+
}
|
| 365 |
+
}
|
| 366 |
+
|
| 367 |
+
/**
|
| 368 |
+
* Example 5: Error handling and retries
|
| 369 |
+
*/
|
| 370 |
+
async function exampleErrorHandling() {
|
| 371 |
+
console.log('\n' + '='.repeat(60));
|
| 372 |
+
console.log('EXAMPLE 5: Error Handling');
|
| 373 |
+
console.log('='.repeat(60));
|
| 374 |
+
|
| 375 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 376 |
+
|
| 377 |
+
// Retry logic
|
| 378 |
+
async function withRetry(fn, maxRetries = 3) {
|
| 379 |
+
for (let i = 0; i < maxRetries; i++) {
|
| 380 |
+
try {
|
| 381 |
+
return await fn();
|
| 382 |
+
} catch (error) {
|
| 383 |
+
console.log(`β οΈ Attempt ${i + 1} failed: ${error.message}`);
|
| 384 |
+
if (i === maxRetries - 1) throw error;
|
| 385 |
+
|
| 386 |
+
// Exponential backoff
|
| 387 |
+
const delay = Math.pow(2, i) * 1000;
|
| 388 |
+
console.log(`β³ Waiting ${delay}ms before retry...`);
|
| 389 |
+
await new Promise(resolve => setTimeout(resolve, delay));
|
| 390 |
+
}
|
| 391 |
+
}
|
| 392 |
+
}
|
| 393 |
+
|
| 394 |
+
try {
|
| 395 |
+
const result = await withRetry(() =>
|
| 396 |
+
client.removeBackground('sample_images/test.jpg')
|
| 397 |
+
);
|
| 398 |
+
console.log('β
Success after retries');
|
| 399 |
+
} catch (error) {
|
| 400 |
+
console.error('β Failed after all retries:', error.message);
|
| 401 |
+
}
|
| 402 |
+
}
|
| 403 |
+
|
| 404 |
+
/**
|
| 405 |
+
* Example 6: Parallel processing
|
| 406 |
+
*/
|
| 407 |
+
async function exampleParallelProcessing() {
|
| 408 |
+
console.log('\n' + '='.repeat(60));
|
| 409 |
+
console.log('EXAMPLE 6: Parallel Processing');
|
| 410 |
+
console.log('='.repeat(60));
|
| 411 |
+
|
| 412 |
+
const client = new BackgroundFXClient(API_KEY);
|
| 413 |
+
|
| 414 |
+
const images = [
|
| 415 |
+
'sample_images/img1.jpg',
|
| 416 |
+
'sample_images/img2.jpg',
|
| 417 |
+
'sample_images/img3.jpg',
|
| 418 |
+
'sample_images/img4.jpg'
|
| 419 |
+
];
|
| 420 |
+
|
| 421 |
+
try {
|
| 422 |
+
console.log(`π Processing ${images.length} images in parallel...`);
|
| 423 |
+
const startTime = Date.now();
|
| 424 |
+
|
| 425 |
+
// Process all images in parallel
|
| 426 |
+
const promises = images.map(imagePath =>
|
| 427 |
+
client.removeBackground(imagePath, { quality: 'medium' })
|
| 428 |
+
.catch(err => ({ error: err.message, path: imagePath }))
|
| 429 |
+
);
|
| 430 |
+
|
| 431 |
+
const results = await Promise.all(promises);
|
| 432 |
+
|
| 433 |
+
const elapsed = (Date.now() - startTime) / 1000;
|
| 434 |
+
console.log(`β
Processed ${results.length} images in ${elapsed.toFixed(2)}s`);
|
| 435 |
+
|
| 436 |
+
// Count successes and failures
|
| 437 |
+
const successes = results.filter(r => !r.error).length;
|
| 438 |
+
const failures = results.filter(r => r.error).length;
|
| 439 |
+
|
| 440 |
+
console.log(` Successes: ${successes}`);
|
| 441 |
+
console.log(` Failures: ${failures}`);
|
| 442 |
+
|
| 443 |
+
} catch (error) {
|
| 444 |
+
console.error('Failed:', error.message);
|
| 445 |
+
}
|
| 446 |
+
}
|
| 447 |
+
|
| 448 |
+
// ============================================================================
|
| 449 |
+
// MAIN
|
| 450 |
+
// ============================================================================
|
| 451 |
+
|
| 452 |
+
async function main() {
|
| 453 |
+
console.log('\n' + '#'.repeat(60));
|
| 454 |
+
console.log('# BackgroundFX Pro - Node.js Examples');
|
| 455 |
+
console.log('#'.repeat(60));
|
| 456 |
+
|
| 457 |
+
// Check API key
|
| 458 |
+
if (API_KEY === 'your-api-key-here') {
|
| 459 |
+
console.error('\nβ οΈ Please set your API key in BACKGROUNDFX_API_KEY environment variable');
|
| 460 |
+
process.exit(1);
|
| 461 |
+
}
|
| 462 |
+
|
| 463 |
+
// Create output directories
|
| 464 |
+
const dirs = ['output', 'output/batch', 'sample_images'];
|
| 465 |
+
dirs.forEach(dir => {
|
| 466 |
+
if (!fs.existsSync(dir)) {
|
| 467 |
+
fs.mkdirSync(dir, { recursive: true });
|
| 468 |
+
}
|
| 469 |
+
});
|
| 470 |
+
|
| 471 |
+
// Run examples
|
| 472 |
+
const examples = [
|
| 473 |
+
exampleBasicUsage,
|
| 474 |
+
exampleBatchProcessing,
|
| 475 |
+
exampleWebSocketMonitoring,
|
| 476 |
+
exampleBackgroundReplacement,
|
| 477 |
+
exampleErrorHandling,
|
| 478 |
+
exampleParallelProcessing
|
| 479 |
+
];
|
| 480 |
+
|
| 481 |
+
for (const example of examples) {
|
| 482 |
+
try {
|
| 483 |
+
await example();
|
| 484 |
+
} catch (error) {
|
| 485 |
+
console.error(`\nβ Example failed: ${error.message}`);
|
| 486 |
+
}
|
| 487 |
+
}
|
| 488 |
+
|
| 489 |
+
console.log('\n' + '#'.repeat(60));
|
| 490 |
+
console.log('# All examples complete!');
|
| 491 |
+
console.log('#'.repeat(60));
|
| 492 |
+
}
|
| 493 |
+
|
| 494 |
+
// Run if called directly
|
| 495 |
+
if (require.main === module) {
|
| 496 |
+
main().catch(console.error);
|
| 497 |
+
}
|
| 498 |
+
|
| 499 |
+
module.exports = { BackgroundFXClient };
|